From 8158718f8421903c5df639bb5731f6361d39685f Mon Sep 17 00:00:00 2001
From: Joachim <joachim.l.kolle.pers@gmail.com>
Date: Tue, 17 Mar 2026 09:20:21 +0100
Subject: [PATCH 01/10] feat: Implement AI scoring system with provider
 integration and criteria management

- Added new API endpoints for AI provider configuration and application analysis.
- Introduced scoring criteria generation from job descriptions using AI.
- Implemented bulk creation and updating of scoring criteria for jobs.
- Enhanced error handling for missing configurations and application data.
- Created database migrations for new tables related to AI scoring and analysis runs.
- Developed utility functions for interacting with various AI providers (OpenAI, Anthropic, Google).
- Established structured output schemas for scoring evaluations and criteria definitions.
---
 app/components/CandidateDetailSidebar.vue     |  21 +-
 app/components/PipelineCard.vue               |   8 +-
 app/components/ScoreBreakdown.vue             | 239 ++++++
 app/components/SettingsSidebar.vue            |   9 +-
 app/pages/dashboard/jobs/[id]/index.vue       |  49 +-
 app/pages/dashboard/jobs/new.vue              | 534 ++++++++++++-
 app/pages/dashboard/settings/ai.vue           | 349 ++++++++
 package-lock.json                             | 140 ++++
 package.json                                  |   4 +
 .../api/ai-config/generate-criteria.post.ts   |  45 ++
 server/api/ai-config/index.get.ts             |  32 +
 server/api/ai-config/index.post.ts            |  94 +++
 server/api/ai-config/providers.get.ts         |  11 +
 server/api/applications/[id]/analyze.post.ts  | 208 +++++
 server/api/applications/[id]/scores.get.ts    |  73 ++
 server/api/jobs/[id]/analyze-all.post.ts      |  43 +
 .../api/jobs/[id]/criteria/generate.post.ts   |  69 ++
 server/api/jobs/[id]/criteria/index.get.ts    |  34 +
 server/api/jobs/[id]/criteria/index.patch.ts  |  49 ++
 server/api/jobs/[id]/criteria/index.post.ts   |  62 ++
 .../0015_closed_william_stryker.sql           |  79 ++
 .../migrations/meta/0015_snapshot.json        | 754 ++++++++++++++++--
 server/database/migrations/meta/_journal.json |   7 +
 server/database/schema/app.ts                 | 140 ++++
 server/utils/ai/provider.ts                   | 143 ++++
 server/utils/ai/scoring.ts                    | 291 +++++++
 server/utils/schemas/scoring.ts               |  61 ++
 shared/permissions.ts                         |   4 +
 28 files changed, 3449 insertions(+), 103 deletions(-)
 create mode 100644 app/components/ScoreBreakdown.vue
 create mode 100644 app/pages/dashboard/settings/ai.vue
 create mode 100644 server/api/ai-config/generate-criteria.post.ts
 create mode 100644 server/api/ai-config/index.get.ts
 create mode 100644 server/api/ai-config/index.post.ts
 create mode 100644 server/api/ai-config/providers.get.ts
 create mode 100644 server/api/applications/[id]/analyze.post.ts
 create mode 100644 server/api/applications/[id]/scores.get.ts
 create mode 100644 server/api/jobs/[id]/analyze-all.post.ts
 create mode 100644 server/api/jobs/[id]/criteria/generate.post.ts
 create mode 100644 server/api/jobs/[id]/criteria/index.get.ts
 create mode 100644 server/api/jobs/[id]/criteria/index.patch.ts
 create mode 100644 server/api/jobs/[id]/criteria/index.post.ts
 create mode 100644 server/database/migrations/0015_closed_william_stryker.sql
 create mode 100644 server/utils/ai/provider.ts
 create mode 100644 server/utils/ai/scoring.ts
 create mode 100644 server/utils/schemas/scoring.ts

diff --git a/app/components/CandidateDetailSidebar.vue b/app/components/CandidateDetailSidebar.vue
index 8c281e95..6bb42df7 100644
--- a/app/components/CandidateDetailSidebar.vue
+++ b/app/components/CandidateDetailSidebar.vue
@@ -2,7 +2,7 @@
 import {
   X, User, Calendar, Clock, Hash, MessageSquare, FileText,
   ExternalLink, Mail, Phone, Upload, Download, Eye, Trash2,
-  ArrowLeft, AlertTriangle,
+  ArrowLeft, AlertTriangle, Brain,
 } from 'lucide-vue-next'
 import { usePreviewReadOnly } from '~/composables/usePreviewReadOnly'
 
@@ -32,7 +32,7 @@ const hasSubNav = computed(() => {
 // Tabs
 // ─────────────────────────────────────────────
 
-const activeTab = ref<'overview' | 'documents' | 'responses'>('overview')
+const activeTab = ref<'overview' | 'documents' | 'responses' | 'ai_analysis'>('overview')
 
 // ─────────────────────────────────────────────
 // Fetch application detail
@@ -414,6 +414,16 @@ function formatInterviewDate(dateStr: string) {
           >
             Responses ({{ responsesCount }})
           </button>
+          <button
+            class="cursor-pointer px-3 py-2.5 text-sm font-medium transition-colors border-b-2 -mb-px inline-flex items-center gap-1.5"
+            :class="activeTab === 'ai_analysis'
+              ? 'border-brand-600 text-brand-600'
+              : 'border-transparent text-surface-500 hover:text-surface-700 hover:border-surface-300 dark:hover:text-surface-300'"
+            @click="activeTab = 'ai_analysis'"
+          >
+            <Brain class="size-3.5" />
+            AI Analysis
+          </button>
         </div>
       </div>
 
@@ -857,6 +867,13 @@ function formatInterviewDate(dateStr: string) {
             </div>
           </div>
 
+          <!-- ═══════════════════════════════════════ -->
+          <!-- AI ANALYSIS TAB                         -->
+          <!-- ═══════════════════════════════════════ -->
+          <div v-if="activeTab === 'ai_analysis'">
+            <ScoreBreakdown :application-id="props.applicationId" @scored="refresh(); emit('updated')" />
+          </div>
+
         </template>
       </div>
     </aside>
diff --git a/app/components/PipelineCard.vue b/app/components/PipelineCard.vue
index 4282c97a..476108a8 100644
--- a/app/components/PipelineCard.vue
+++ b/app/components/PipelineCard.vue
@@ -62,7 +62,13 @@ const transitionClasses: Record<string, string> = {
         <Calendar class="size-3" />
         {{ new Date(createdAt).toLocaleDateString() }}
       </span>
-      <span v-if="score != null" class="inline-flex items-center rounded-md px-1.5 py-0.5 text-[10px] font-semibold ring-1 ring-inset bg-surface-50 text-surface-600 ring-surface-200 dark:bg-surface-800/60 dark:text-surface-300 dark:ring-surface-700">
+      <span v-if="score != null" class="inline-flex items-center rounded-md px-1.5 py-0.5 text-[10px] font-semibold ring-1 ring-inset"
+        :class="score >= 75
+          ? 'bg-success-50 text-success-700 ring-success-200 dark:bg-success-950 dark:text-success-300 dark:ring-success-800'
+          : score >= 40
+            ? 'bg-warning-50 text-warning-700 ring-warning-200 dark:bg-warning-950 dark:text-warning-300 dark:ring-warning-800'
+            : 'bg-danger-50 text-danger-700 ring-danger-200 dark:bg-danger-950 dark:text-danger-300 dark:ring-danger-800'"
+      >
         {{ score }}pts
       </span>
     </div>
diff --git a/app/components/ScoreBreakdown.vue b/app/components/ScoreBreakdown.vue
new file mode 100644
index 00000000..edbe1df9
--- /dev/null
+++ b/app/components/ScoreBreakdown.vue
@@ -0,0 +1,239 @@
+<script setup lang="ts">
+import { Brain, Sparkles, AlertTriangle, ChevronDown, ChevronUp, Loader2, BarChart3 } from 'lucide-vue-next'
+
+const props = defineProps<{
+  applicationId: string
+}>()
+
+const emit = defineEmits<{
+  (e: 'scored'): void
+}>()
+
+const isAnalyzing = ref(false)
+const analyzeError = ref<string | null>(null)
+const expandedCriterion = ref<string | null>(null)
+
+const { data: scoreData, status, refresh } = useFetch(
+  () => `/api/applications/${props.applicationId}/scores`,
+  {
+    key: computed(() => `scores-${props.applicationId}`),
+    headers: useRequestHeaders(['cookie']),
+    watch: [() => props.applicationId],
+  },
+)
+
+const hasScores = computed(() => (scoreData.value?.scores?.length ?? 0) > 0)
+
+function scoreColor(score: number, max: number): string {
+  const pct = (score / max) * 100
+  if (pct >= 75) return 'text-success-600 dark:text-success-400'
+  if (pct >= 40) return 'text-warning-600 dark:text-warning-400'
+  return 'text-danger-600 dark:text-danger-400'
+}
+
+function barColor(score: number, max: number): string {
+  const pct = (score / max) * 100
+  if (pct >= 75) return 'bg-success-500'
+  if (pct >= 40) return 'bg-warning-500'
+  return 'bg-danger-500'
+}
+
+function confidenceLabel(confidence: number): string {
+  if (confidence >= 80) return 'High'
+  if (confidence >= 50) return 'Medium'
+  return 'Low'
+}
+
+function confidenceColor(confidence: number): string {
+  if (confidence >= 80) return 'text-success-600 dark:text-success-400'
+  if (confidence >= 50) return 'text-warning-600 dark:text-warning-400'
+  return 'text-danger-600 dark:text-danger-400'
+}
+
+function toggleCriterion(key: string) {
+  expandedCriterion.value = expandedCriterion.value === key ? null : key
+}
+
+async function runAnalysis() {
+  isAnalyzing.value = true
+  analyzeError.value = null
+  try {
+    await $fetch(`/api/applications/${props.applicationId}/analyze`, {
+      method: 'POST',
+      headers: useRequestHeaders(['cookie']),
+    })
+    await refresh()
+    emit('scored')
+  } catch (err: any) {
+    analyzeError.value = err?.data?.statusMessage ?? 'Analysis failed. Make sure AI is configured in settings.'
+  } finally {
+    isAnalyzing.value = false
+  }
+}
+</script>
+
+<template>
+  <div class="space-y-4">
+    <!-- No scores yet -->
+    <div v-if="status !== 'pending' && !hasScores" class="text-center py-8">
+      <div class="flex size-14 items-center justify-center rounded-2xl bg-brand-50 dark:bg-brand-950/40 mx-auto mb-3">
+        <Brain class="size-6 text-brand-600 dark:text-brand-400" />
+      </div>
+      <p class="text-sm font-medium text-surface-600 dark:text-surface-300 mb-1">No AI analysis yet</p>
+      <p class="text-xs text-surface-400 mb-4">Run AI analysis to evaluate this candidate against scoring criteria.</p>
+      <button
+        :disabled="isAnalyzing"
+        class="inline-flex items-center gap-2 px-4 py-2 text-sm font-medium text-white bg-brand-600 rounded-lg hover:bg-brand-700 disabled:opacity-50 disabled:cursor-not-allowed transition-colors shadow-sm"
+        @click="runAnalysis"
+      >
+        <Loader2 v-if="isAnalyzing" class="size-4 animate-spin" />
+        <Sparkles v-else class="size-4" />
+        {{ isAnalyzing ? 'Analyzing…' : 'Run AI Analysis' }}
+      </button>
+    </div>
+
+    <!-- Loading -->
+    <div v-else-if="status === 'pending'" class="text-center py-8 text-surface-400">
+      Loading scores…
+    </div>
+
+    <!-- Score breakdown -->
+    <template v-else-if="hasScores">
+      <!-- Composite score header -->
+      <div class="rounded-xl border border-surface-200/80 dark:border-surface-800/60 bg-white dark:bg-surface-950 p-4 shadow-sm">
+        <div class="flex items-center justify-between mb-3">
+          <div class="flex items-center gap-2">
+            <BarChart3 class="size-4 text-brand-600 dark:text-brand-400" />
+            <h3 class="text-sm font-semibold text-surface-800 dark:text-surface-200">Composite Score</h3>
+          </div>
+          <button
+            :disabled="isAnalyzing"
+            class="text-xs text-brand-600 dark:text-brand-400 hover:underline disabled:opacity-50"
+            @click="runAnalysis"
+          >
+            {{ isAnalyzing ? 'Re-scoring…' : 'Re-score' }}
+          </button>
+        </div>
+
+        <div class="flex items-baseline gap-2">
+          <span
+            class="text-3xl font-bold tabular-nums"
+            :class="scoreColor(scoreData!.latestRun?.compositeScore ?? 0, 100)"
+          >
+            {{ scoreData!.latestRun?.compositeScore ?? '—' }}
+          </span>
+          <span class="text-sm text-surface-400">/ 100</span>
+        </div>
+
+        <!-- Run metadata -->
+        <div v-if="scoreData!.latestRun" class="mt-3 pt-3 border-t border-surface-100 dark:border-surface-800 flex flex-wrap gap-x-4 gap-y-1 text-[11px] text-surface-400">
+          <span>{{ scoreData!.latestRun.provider }} · {{ scoreData!.latestRun.model }}</span>
+          <span>{{ new Date(scoreData!.latestRun.createdAt).toLocaleString() }}</span>
+        </div>
+      </div>
+
+      <!-- Per-criterion breakdown -->
+      <div class="space-y-2">
+        <div
+          v-for="cs in scoreData!.scores"
+          :key="cs.criterionKey"
+          class="rounded-xl border border-surface-200/80 dark:border-surface-800/60 bg-white dark:bg-surface-950 shadow-sm transition-all"
+        >
+          <!-- Criterion header -->
+          <button
+            type="button"
+            class="w-full flex items-center gap-3 p-3 text-left cursor-pointer"
+            @click="toggleCriterion(cs.criterionKey)"
+          >
+            <div class="flex-1 min-w-0">
+              <div class="flex items-center gap-2 mb-1">
+                <span class="text-sm font-medium text-surface-800 dark:text-surface-200 truncate">
+                  {{ cs.criterionName ?? cs.criterionKey }}
+                </span>
+                <span
+                  v-if="cs.category"
+                  class="inline-flex items-center rounded-full px-1.5 py-0.5 text-[9px] font-medium ring-1 ring-inset text-surface-500 ring-surface-200 dark:ring-surface-700 bg-surface-50 dark:bg-surface-800"
+                >
+                  {{ cs.category }}
+                </span>
+              </div>
+              <!-- Progress bar -->
+              <div class="flex items-center gap-2">
+                <div class="flex-1 h-1.5 bg-surface-100 dark:bg-surface-800 rounded-full overflow-hidden">
+                  <div
+                    class="h-full rounded-full transition-all"
+                    :class="barColor(cs.score, cs.maxScore)"
+                    :style="{ width: `${(cs.score / cs.maxScore) * 100}%` }"
+                  />
+                </div>
+                <span class="text-xs font-semibold tabular-nums shrink-0" :class="scoreColor(cs.score, cs.maxScore)">
+                  {{ cs.score }}/{{ cs.maxScore }}
+                </span>
+              </div>
+            </div>
+            <component
+              :is="expandedCriterion === cs.criterionKey ? ChevronUp : ChevronDown"
+              class="size-4 text-surface-400 shrink-0"
+            />
+          </button>
+
+          <!-- Expanded detail -->
+          <div v-if="expandedCriterion === cs.criterionKey" class="px-3 pb-3 space-y-3 border-t border-surface-100 dark:border-surface-800 pt-3">
+            <!-- Confidence -->
+            <div class="flex items-center gap-2 text-xs">
+              <span class="text-surface-400">Confidence:</span>
+              <span class="font-semibold" :class="confidenceColor(cs.confidence)">
+                {{ confidenceLabel(cs.confidence) }} ({{ cs.confidence }}%)
+              </span>
+            </div>
+
+            <!-- Evidence -->
+            <div v-if="cs.evidence">
+              <h4 class="text-xs font-semibold text-surface-500 dark:text-surface-400 mb-1 uppercase tracking-wider">Evidence</h4>
+              <p class="text-xs text-surface-600 dark:text-surface-300 leading-relaxed">{{ cs.evidence }}</p>
+            </div>
+
+            <!-- Strengths -->
+            <div v-if="cs.strengths?.length">
+              <h4 class="text-xs font-semibold text-success-600 dark:text-success-400 mb-1">Strengths</h4>
+              <ul class="space-y-0.5">
+                <li v-for="s in cs.strengths" :key="s" class="text-xs text-surface-600 dark:text-surface-300 flex items-start gap-1.5">
+                  <span class="text-success-500 mt-0.5 shrink-0">✓</span>
+                  {{ s }}
+                </li>
+              </ul>
+            </div>
+
+            <!-- Gaps -->
+            <div v-if="cs.gaps?.length">
+              <h4 class="text-xs font-semibold text-warning-600 dark:text-warning-400 mb-1">Gaps</h4>
+              <ul class="space-y-0.5">
+                <li v-for="g in cs.gaps" :key="g" class="text-xs text-surface-600 dark:text-surface-300 flex items-start gap-1.5">
+                  <span class="text-warning-500 mt-0.5 shrink-0">△</span>
+                  {{ g }}
+                </li>
+              </ul>
+            </div>
+
+            <!-- Weight -->
+            <div class="text-[11px] text-surface-400">
+              Weight: {{ cs.weight }}%
+            </div>
+          </div>
+        </div>
+      </div>
+    </template>
+
+    <!-- Error -->
+    <div
+      v-if="analyzeError"
+      class="rounded-lg border border-danger-200 dark:border-danger-800 bg-danger-50 dark:bg-danger-950 p-3 text-xs text-danger-700 dark:text-danger-400 flex items-start gap-2"
+    >
+      <AlertTriangle class="size-4 shrink-0 mt-0.5" />
+      <div>
+        {{ analyzeError }}
+        <button class="ml-1 underline" @click="analyzeError = null">Dismiss</button>
+      </div>
+    </div>
+  </div>
+</template>
diff --git a/app/components/SettingsSidebar.vue b/app/components/SettingsSidebar.vue
index 58f07933..188c7a84 100644
--- a/app/components/SettingsSidebar.vue
+++ b/app/components/SettingsSidebar.vue
@@ -1,6 +1,6 @@
 <script setup lang="ts">
 import {
-  Building2, Users, UserCircle, ChevronLeft, Settings, Plug,
+  Building2, Users, UserCircle, ChevronLeft, Settings, Plug, Brain,
 } from 'lucide-vue-next'
 
 const route = useRoute()
@@ -28,6 +28,13 @@ const settingsNav = [
     icon: Plug,
     exact: true,
   },
+  {
+    label: 'AI Configuration',
+    description: 'Models & API keys',
+    to: '/dashboard/settings/ai',
+    icon: Brain,
+    exact: true,
+  },
   {
     label: 'Account',
     description: 'Profile & security',
diff --git a/app/pages/dashboard/jobs/[id]/index.vue b/app/pages/dashboard/jobs/[id]/index.vue
index 8cca4290..35357020 100644
--- a/app/pages/dashboard/jobs/[id]/index.vue
+++ b/app/pages/dashboard/jobs/[id]/index.vue
@@ -5,7 +5,7 @@ import {
   UserPlus, Pencil, Trash2, MoreHorizontal, Globe, ChevronDown, X,
   Video, Building2, Code2, UsersRound, Save, Check, MapPin, Users, Plus,
   CheckCircle2, XCircle, AlertTriangle, ArrowUpDown, ListFilter,
-  Maximize2, Minimize2,
+  Maximize2, Minimize2, Brain, Loader2,
 } from 'lucide-vue-next'
 import { z } from 'zod'
 import { usePreviewReadOnly } from '~/composables/usePreviewReadOnly'
@@ -1040,6 +1040,44 @@ function handleCandidateApplied() {
   refreshApps()
 }
 
+// ─────────────────────────────────────────────
+// Bulk AI analysis
+// ─────────────────────────────────────────────
+
+const isScoringAll = ref(false)
+const scoringProgress = ref({ done: 0, total: 0 })
+
+async function scoreAllCandidates() {
+  isScoringAll.value = true
+  scoringProgress.value = { done: 0, total: 0 }
+  showMoreMenu.value = false
+  try {
+    const { applicationIds } = await $fetch(`/api/jobs/${jobId}/analyze-all`, {
+      method: 'POST',
+      headers: useRequestHeaders(['cookie']),
+    })
+    scoringProgress.value.total = applicationIds.length
+    if (applicationIds.length === 0) return
+
+    for (const appId of applicationIds) {
+      try {
+        await $fetch(`/api/applications/${appId}/analyze`, {
+          method: 'POST',
+          headers: useRequestHeaders(['cookie']),
+        })
+      } catch {
+        // Continue scoring remaining candidates on individual failure
+      }
+      scoringProgress.value.done++
+    }
+    refreshApps()
+  } catch {
+    // AI config or criteria may not be set up
+  } finally {
+    isScoringAll.value = false
+  }
+}
+
 // ─────────────────────────────────────────────
 // More menu
 // ─────────────────────────────────────────────
@@ -1186,6 +1224,15 @@ function closeDocPreview() {
                   <UserPlus class="size-3.5 text-surface-400" />
                   Add Candidate
                 </button>
+                <div class="border-t border-surface-100 dark:border-surface-800 my-1.5 mx-2" />
+                <button
+                  :disabled="isScoringAll"
+                  class="flex w-full cursor-pointer items-center gap-2.5 px-3.5 py-2 text-sm text-surface-700 dark:text-surface-300 hover:bg-surface-50 dark:hover:bg-surface-800/80 transition-colors disabled:opacity-50"
+                  @click="scoreAllCandidates()"
+                >
+                  <Brain class="size-3.5 text-surface-400" />
+                  {{ isScoringAll ? `Scoring ${scoringProgress.done}/${scoringProgress.total}…` : 'Score All Candidates' }}
+                </button>
                 <template v-if="secondaryJobTransitions.length > 0">
                   <div class="border-t border-surface-100 dark:border-surface-800 my-1.5 mx-2" />
                   <button
diff --git a/app/pages/dashboard/jobs/new.vue b/app/pages/dashboard/jobs/new.vue
index 2fd606e5..77607adf 100644
--- a/app/pages/dashboard/jobs/new.vue
+++ b/app/pages/dashboard/jobs/new.vue
@@ -19,6 +19,10 @@ import {
   Briefcase,
   FileText,
   MessageSquare,
+  Brain,
+  Sparkles,
+  Loader2,
+  SlidersHorizontal,
 } from 'lucide-vue-next'
 import { z } from 'zod'
 
@@ -57,12 +61,13 @@ type DraftQuestion = {
 }
 
 // Wizard state
-const currentStep = ref<1 | 2 | 3 | 4>(1)
+const currentStep = ref<1 | 2 | 3 | 4 | 5>(1)
 const steps = [
   { id: 1, title: 'Job details', description: 'Tell applicants about this role.' },
   { id: 2, title: 'Application form', description: 'Design the application form.' },
-  { id: 3, title: 'Find candidates', description: 'Post on job boards, engage recruiters.' },
-  { id: 4, title: 'Publish & share', description: 'Go live and share with candidates.' },
+  { id: 3, title: 'Scoring criteria', description: 'Define how AI evaluates candidates.' },
+  { id: 4, title: 'Find candidates', description: 'Post on job boards, engage recruiters.' },
+  { id: 5, title: 'Publish & share', description: 'Go live and share with candidates.' },
 ]
 
 // Step 1: Job details (API-supported fields)
@@ -88,6 +93,152 @@ const findCandidates = ref({
   locationPreference: 'anywhere' as 'onsite' | 'hybrid' | 'remote' | 'anywhere',
 })
 
+// Step 3: Scoring criteria
+type ScoringCriterionDraft = {
+  key: string
+  name: string
+  description: string
+  category: 'technical' | 'experience' | 'soft_skills' | 'education' | 'culture' | 'custom'
+  maxScore: number
+  weight: number
+}
+const scoringCriteria = ref<ScoringCriterionDraft[]>([])
+const scoringMode = ref<'none' | 'premade' | 'ai' | 'custom'>('none')
+const selectedTemplate = ref<'standard' | 'technical' | 'non_technical'>('standard')
+const isGeneratingCriteria = ref(false)
+const criteriaError = ref<string | null>(null)
+const showCustomForm = ref(false)
+const editingCriterion = ref<ScoringCriterionDraft | null>(null)
+
+const customCriterionForm = ref({
+  key: '',
+  name: '',
+  description: '',
+  category: 'custom' as ScoringCriterionDraft['category'],
+  maxScore: 10,
+  weight: 50,
+})
+
+const categoryLabels: Record<string, string> = {
+  technical: 'Technical',
+  experience: 'Experience',
+  soft_skills: 'Soft Skills',
+  education: 'Education',
+  culture: 'Culture',
+  custom: 'Custom',
+}
+
+const categoryColorClasses: Record<string, string> = {
+  technical: 'bg-blue-50 text-blue-700 ring-blue-200 dark:bg-blue-950/50 dark:text-blue-300 dark:ring-blue-800',
+  experience: 'bg-purple-50 text-purple-700 ring-purple-200 dark:bg-purple-950/50 dark:text-purple-300 dark:ring-purple-800',
+  soft_skills: 'bg-amber-50 text-amber-700 ring-amber-200 dark:bg-amber-950/50 dark:text-amber-300 dark:ring-amber-800',
+  education: 'bg-emerald-50 text-emerald-700 ring-emerald-200 dark:bg-emerald-950/50 dark:text-emerald-300 dark:ring-emerald-800',
+  culture: 'bg-pink-50 text-pink-700 ring-pink-200 dark:bg-pink-950/50 dark:text-pink-300 dark:ring-pink-800',
+  custom: 'bg-surface-50 text-surface-700 ring-surface-200 dark:bg-surface-800/50 dark:text-surface-300 dark:ring-surface-700',
+}
+
+async function loadPremadeCriteria(template: 'standard' | 'technical' | 'non_technical') {
+  criteriaError.value = null
+  try {
+    // Use local pre-made templates (no API call needed)
+    const templates: Record<string, ScoringCriterionDraft[]> = {
+      standard: [
+        { key: 'technical_skills', name: 'Technical Skills', description: 'Evaluate the candidate\'s technical competencies against the job requirements.', category: 'technical', maxScore: 10, weight: 50 },
+        { key: 'relevant_experience', name: 'Relevant Experience', description: 'Assess years and quality of experience directly relevant to the role.', category: 'experience', maxScore: 10, weight: 50 },
+        { key: 'education_fit', name: 'Education & Certifications', description: 'Evaluate educational background and certifications relevant to the position.', category: 'education', maxScore: 10, weight: 30 },
+      ],
+      technical: [
+        { key: 'core_tech_stack', name: 'Core Tech Stack Match', description: 'How well the candidate\'s technical skills match the primary technologies.', category: 'technical', maxScore: 10, weight: 70 },
+        { key: 'system_design', name: 'System Design & Architecture', description: 'Evidence of system design experience and architectural decision-making.', category: 'technical', maxScore: 10, weight: 50 },
+        { key: 'engineering_practices', name: 'Engineering Practices', description: 'Testing, CI/CD, code review, and software development lifecycle experience.', category: 'technical', maxScore: 10, weight: 40 },
+        { key: 'relevant_experience', name: 'Relevant Experience', description: 'Years and depth of experience in similar roles or domains.', category: 'experience', maxScore: 10, weight: 50 },
+        { key: 'leadership_collab', name: 'Leadership & Collaboration', description: 'Evidence of mentoring, tech leadership, and cross-team collaboration.', category: 'soft_skills', maxScore: 10, weight: 30 },
+      ],
+      non_technical: [
+        { key: 'relevant_experience', name: 'Relevant Experience', description: 'Depth and breadth of experience applicable to the role.', category: 'experience', maxScore: 10, weight: 60 },
+        { key: 'communication', name: 'Communication Skills', description: 'Evidence of written and verbal communication ability.', category: 'soft_skills', maxScore: 10, weight: 50 },
+        { key: 'domain_knowledge', name: 'Domain Knowledge', description: 'Relevant industry or domain expertise.', category: 'experience', maxScore: 10, weight: 40 },
+        { key: 'education_fit', name: 'Education & Certifications', description: 'Educational background and certifications relevant to the position.', category: 'education', maxScore: 10, weight: 30 },
+        { key: 'culture_fit', name: 'Culture & Values Alignment', description: 'Indicators of alignment with company values and team culture.', category: 'culture', maxScore: 10, weight: 30 },
+      ],
+    }
+    scoringCriteria.value = templates[template] ?? []
+    scoringMode.value = 'premade'
+  } catch (err: any) {
+    criteriaError.value = err?.data?.statusMessage ?? 'Failed to load template'
+  }
+}
+
+async function generateAiCriteria() {
+  if (!form.value.title) {
+    criteriaError.value = 'Add a job title in Step 1 first so AI can generate relevant criteria.'
+    return
+  }
+  if (!form.value.description) {
+    criteriaError.value = 'Add a job description in Step 1 first so AI can generate relevant criteria.'
+    return
+  }
+  criteriaError.value = null
+  isGeneratingCriteria.value = true
+  try {
+    const result = await $fetch('/api/ai-config/generate-criteria', {
+      method: 'POST',
+      body: {
+        title: form.value.title,
+        description: form.value.description,
+      },
+    })
+    scoringCriteria.value = (result.criteria ?? []).map((c: any) => ({
+      key: c.key,
+      name: c.name,
+      description: c.description ?? '',
+      category: c.category ?? 'custom',
+      maxScore: c.maxScore ?? 10,
+      weight: c.weight ?? 50,
+    }))
+    scoringMode.value = 'ai'
+  } catch (err: any) {
+    criteriaError.value = err?.data?.statusMessage ?? 'Failed to generate AI criteria. Make sure your AI provider is configured in Settings.'
+  } finally {
+    isGeneratingCriteria.value = false
+  }
+}
+
+function addCustomCriterion() {
+  const f = customCriterionForm.value
+  if (!f.key || !f.name) return
+
+  const keyExists = scoringCriteria.value.some(c => c.key === f.key)
+  if (keyExists) {
+    criteriaError.value = `A criterion with key "${f.key}" already exists.`
+    return
+  }
+
+  scoringCriteria.value.push({
+    key: f.key,
+    name: f.name,
+    description: f.description,
+    category: f.category,
+    maxScore: f.maxScore,
+    weight: f.weight,
+  })
+  customCriterionForm.value = { key: '', name: '', description: '', category: 'custom', maxScore: 10, weight: 50 }
+  showCustomForm.value = false
+  criteriaError.value = null
+  if (scoringMode.value === 'none') scoringMode.value = 'custom'
+}
+
+function removeCriterion(key: string) {
+  scoringCriteria.value = scoringCriteria.value.filter(c => c.key !== key)
+}
+
+function autoGenerateKey(name: string): string {
+  return name.toLowerCase().trim()
+    .replace(/[^a-z0-9\s]/g, '')
+    .replace(/\s+/g, '_')
+    .slice(0, 50)
+}
+
 const isSubmitting = ref(false)
 const errors = ref<Record<string, string>>({})
 const submitError = ref<string | null>(null)
@@ -136,7 +287,7 @@ const canGoNext = computed(() => {
 })
 
 function nextStep() {
-  if (currentStep.value < 4) {
+  if (currentStep.value < 5) {
     if (currentStep.value === 1 && !validateStep1()) return
     currentStep.value++
   }
@@ -298,6 +449,28 @@ async function handleSubmit(mode: 'publish' | 'draft' = publishChoice.value) {
       )
     }
 
+    // Save scoring criteria if any were configured
+    if (scoringCriteria.value.length > 0 && created?.id) {
+      try {
+        await $fetch(`/api/jobs/${created.id}/criteria`, {
+          method: 'POST',
+          body: {
+            criteria: scoringCriteria.value.map((c, i) => ({
+              key: c.key,
+              name: c.name,
+              description: c.description || undefined,
+              category: c.category,
+              maxScore: c.maxScore,
+              weight: c.weight,
+              displayOrder: i,
+            })),
+          },
+        })
+      } catch {
+        // Non-blocking: criteria can be added later from job settings
+      }
+    }
+
     if (mode === 'publish' && created?.id) {
       // Publish the job immediately
       await $fetch(`/api/jobs/${created.id}`, {
@@ -390,7 +563,7 @@ const questionTypeLabels: Record<QuestionType, string> = {
           Save draft
         </button>
         <button
-          v-if="currentStep < 4"
+          v-if="currentStep < 5"
           type="button"
           :disabled="!canGoNext"
           @click="nextStep"
@@ -402,38 +575,40 @@ const questionTypeLabels: Record<QuestionType, string> = {
     </div>
 
     <!-- Stepper -->
-    <div class="mb-10 overflow-x-auto pb-4">
-      <ol class="flex items-start gap-8 min-w-max">
-        <li v-for="step in steps" :key="step.id" class="flex-1 flex flex-col gap-3 min-w-[180px]">
-          <div class="flex flex-col gap-3">
-            <div class="flex items-center gap-3">
-              <div
-                class="flex items-center justify-center size-8 rounded-full border text-sm font-medium shrink-0 transition-all"
-                :class="[
-                  currentStep === step.id
-                    ? 'bg-brand-600 text-white border-brand-600 ring-4 ring-brand-100 dark:ring-brand-950'
-                    : currentStep > step.id
-                      ? 'bg-brand-100 dark:bg-brand-900 text-brand-700 dark:text-brand-300 border-brand-200 dark:border-brand-800'
-                      : 'bg-white dark:bg-surface-900 text-surface-500 dark:text-surface-400 border-surface-200 dark:border-surface-800'
-                ]"
-              >
-                <span v-if="currentStep > step.id">✓</span>
-                <span v-else>{{ step.id }}</span>
-              </div>
-              <span 
-                class="text-sm font-semibold" 
-                :class="currentStep >= step.id ? 'text-surface-900 dark:text-surface-100' : 'text-surface-400 dark:text-surface-500'"
-              >
-                {{ step.title }}
-              </span>
+    <div class="mb-10">
+      <ol class="flex items-center w-full gap-2">
+        <li
+          v-for="(step, idx) in steps"
+          :key="step.id"
+          class="flex items-center flex-1 min-w-0"
+          :class="{ 'cursor-pointer': currentStep > step.id }"
+          @click="currentStep > step.id ? (currentStep = step.id as typeof currentStep) : undefined"
+        >
+          <div class="flex items-center gap-2 min-w-0">
+            <div
+              class="flex items-center justify-center size-7 rounded-full border text-xs font-medium shrink-0 transition-all"
+              :class="[
+                currentStep === step.id
+                  ? 'bg-brand-600 text-white border-brand-600 ring-2 ring-brand-100 dark:ring-brand-950'
+                  : currentStep > step.id
+                    ? 'bg-brand-100 dark:bg-brand-900 text-brand-700 dark:text-brand-300 border-brand-200 dark:border-brand-800'
+                    : 'bg-white dark:bg-surface-900 text-surface-400 dark:text-surface-500 border-surface-200 dark:border-surface-800'
+              ]"
+            >
+              <span v-if="currentStep > step.id" class="text-xs">&#10003;</span>
+              <span v-else>{{ step.id }}</span>
             </div>
-            <p class="text-xs leading-relaxed text-surface-500 dark:text-surface-400 pl-11 min-h-[2.5rem]">
-              {{ step.description }}
-            </p>
+            <span
+              class="text-xs font-medium truncate hidden sm:inline"
+              :class="currentStep >= step.id ? 'text-surface-900 dark:text-surface-100' : 'text-surface-400 dark:text-surface-500'"
+            >
+              {{ step.title }}
+            </span>
           </div>
-          <div 
-            class="h-1 rounded-full transition-colors mt-1" 
-            :class="currentStep >= step.id ? 'bg-brand-600' : 'bg-surface-200 dark:bg-surface-800'" 
+          <div
+            v-if="idx < steps.length - 1"
+            class="flex-1 h-0.5 mx-2 rounded-full transition-colors"
+            :class="currentStep > step.id ? 'bg-brand-600' : 'bg-surface-200 dark:bg-surface-800'"
           />
         </li>
       </ol>
@@ -713,8 +888,277 @@ const questionTypeLabels: Record<QuestionType, string> = {
               </div>
             </section>
 
-            <!-- Step 3: Find candidates -->
+            <!-- Step 3: Scoring criteria -->
             <section v-else-if="currentStep === 3" class="space-y-8">
+              <div>
+                <h2 class="text-lg font-semibold text-surface-900 dark:text-surface-100 mb-2 pb-2 border-b border-surface-100 dark:border-surface-800">
+                  AI Candidate Scoring
+                </h2>
+                <p class="text-sm text-surface-500 dark:text-surface-400 mb-6">
+                  Define the criteria that AI will use to evaluate and rank candidates. Adjust weights to prioritize what matters most.
+                </p>
+              </div>
+
+              <!-- Error display -->
+              <div
+                v-if="criteriaError"
+                class="rounded-lg border border-warning-200 dark:border-warning-800 bg-warning-50 dark:bg-warning-950 p-4 text-sm text-warning-700 dark:text-warning-400"
+              >
+                {{ criteriaError }}
+                <button class="ml-2 underline" @click="criteriaError = null">Dismiss</button>
+              </div>
+
+              <!-- Mode selection cards -->
+              <div v-if="scoringCriteria.length === 0" class="grid grid-cols-1 md:grid-cols-3 gap-4">
+                <!-- Pre-made templates -->
+                <button
+                  type="button"
+                  class="relative flex flex-col items-start gap-3 p-5 rounded-xl border-2 text-left transition-all hover:shadow-md"
+                  :class="scoringMode === 'premade'
+                    ? 'border-brand-500 dark:border-brand-400 bg-brand-50/70 dark:bg-brand-950/30 ring-2 ring-brand-200 dark:ring-brand-900'
+                    : 'border-surface-200 dark:border-surface-800 hover:border-surface-300 dark:hover:border-surface-700'"
+                  @click="scoringMode = 'premade'"
+                >
+                  <div class="inline-flex items-center justify-center size-10 rounded-lg bg-brand-100 dark:bg-brand-900/50">
+                    <Brain class="size-5 text-brand-600 dark:text-brand-400" />
+                  </div>
+                  <div>
+                    <span class="block text-sm font-semibold text-surface-900 dark:text-surface-100">Pre-made templates</span>
+                    <span class="text-xs text-surface-500 dark:text-surface-400 mt-1 block leading-relaxed">
+                      Choose from expert-designed scoring rubrics for common role types.
+                    </span>
+                  </div>
+                </button>
+
+                <!-- AI from job description -->
+                <button
+                  type="button"
+                  class="relative flex flex-col items-start gap-3 p-5 rounded-xl border-2 text-left transition-all hover:shadow-md"
+                  :class="scoringMode === 'ai'
+                    ? 'border-brand-500 dark:border-brand-400 bg-brand-50/70 dark:bg-brand-950/30 ring-2 ring-brand-200 dark:ring-brand-900'
+                    : 'border-surface-200 dark:border-surface-800 hover:border-surface-300 dark:hover:border-surface-700'"
+                  @click="generateAiCriteria(); scoringMode = 'ai'"
+                >
+                  <div class="inline-flex items-center justify-center size-10 rounded-lg bg-purple-100 dark:bg-purple-900/50">
+                    <Sparkles class="size-5 text-purple-600 dark:text-purple-400" />
+                  </div>
+                  <div>
+                    <span class="block text-sm font-semibold text-surface-900 dark:text-surface-100">Generate from job description</span>
+                    <span class="text-xs text-surface-500 dark:text-surface-400 mt-1 block leading-relaxed">
+                      AI analyzes your job description and creates tailored criteria.
+                    </span>
+                  </div>
+                  <span v-if="isGeneratingCriteria" class="absolute top-3 right-3">
+                    <Loader2 class="size-4 text-purple-600 animate-spin" />
+                  </span>
+                </button>
+
+                <!-- Custom criteria -->
+                <button
+                  type="button"
+                  class="relative flex flex-col items-start gap-3 p-5 rounded-xl border-2 text-left transition-all hover:shadow-md"
+                  :class="scoringMode === 'custom'
+                    ? 'border-brand-500 dark:border-brand-400 bg-brand-50/70 dark:bg-brand-950/30 ring-2 ring-brand-200 dark:ring-brand-900'
+                    : 'border-surface-200 dark:border-surface-800 hover:border-surface-300 dark:hover:border-surface-700'"
+                  @click="scoringMode = 'custom'; showCustomForm = true"
+                >
+                  <div class="inline-flex items-center justify-center size-10 rounded-lg bg-emerald-100 dark:bg-emerald-900/50">
+                    <SlidersHorizontal class="size-5 text-emerald-600 dark:text-emerald-400" />
+                  </div>
+                  <div>
+                    <span class="block text-sm font-semibold text-surface-900 dark:text-surface-100">Write your own</span>
+                    <span class="text-xs text-surface-500 dark:text-surface-400 mt-1 block leading-relaxed">
+                      Create custom scoring criteria tailored to your exact needs.
+                    </span>
+                  </div>
+                </button>
+              </div>
+
+              <!-- Pre-made template selector -->
+              <div v-if="scoringMode === 'premade' && scoringCriteria.length === 0" class="space-y-4 mt-4">
+                <div class="grid grid-cols-1 md:grid-cols-3 gap-3">
+                  <button
+                    v-for="tmpl in [
+                      { key: 'standard', label: 'Standard', desc: '3 balanced criteria for any role' },
+                      { key: 'technical', label: 'Technical', desc: '5 criteria focused on engineering' },
+                      { key: 'non_technical', label: 'Non-Technical', desc: '5 criteria for business roles' },
+                    ] as const"
+                    :key="tmpl.key"
+                    type="button"
+                    class="p-4 rounded-lg border text-left transition-all"
+                    :class="selectedTemplate === tmpl.key
+                      ? 'border-brand-400 dark:border-brand-600 bg-brand-50 dark:bg-brand-950/30'
+                      : 'border-surface-200 dark:border-surface-800 hover:bg-surface-50 dark:hover:bg-surface-800/50'"
+                    @click="selectedTemplate = tmpl.key; loadPremadeCriteria(tmpl.key)"
+                  >
+                    <span class="block text-sm font-medium text-surface-900 dark:text-surface-100">{{ tmpl.label }}</span>
+                    <span class="text-xs text-surface-500">{{ tmpl.desc }}</span>
+                  </button>
+                </div>
+              </div>
+
+              <!-- Criteria list with weight sliders -->
+              <div v-if="scoringCriteria.length > 0" class="space-y-4">
+                <div class="flex items-center justify-between">
+                  <h3 class="text-sm font-semibold text-surface-800 dark:text-surface-200">
+                    {{ scoringCriteria.length }} {{ scoringCriteria.length === 1 ? 'criterion' : 'criteria' }} configured
+                  </h3>
+                  <button
+                    type="button"
+                    class="text-xs text-danger-600 dark:text-danger-400 hover:underline"
+                    @click="scoringCriteria = []; scoringMode = 'none'"
+                  >
+                    Clear all
+                  </button>
+                </div>
+
+                <div class="space-y-3">
+                  <div
+                    v-for="criterion in scoringCriteria"
+                    :key="criterion.key"
+                    class="rounded-xl border border-surface-200 dark:border-surface-800 bg-white dark:bg-surface-950 p-4 transition-all hover:shadow-sm"
+                  >
+                    <div class="flex items-start justify-between gap-3 mb-3">
+                      <div class="flex-1 min-w-0">
+                        <div class="flex items-center gap-2 mb-1">
+                          <span class="text-sm font-semibold text-surface-900 dark:text-surface-100">{{ criterion.name }}</span>
+                          <span
+                            class="inline-flex items-center rounded-full px-2 py-0.5 text-[10px] font-medium ring-1 ring-inset"
+                            :class="categoryColorClasses[criterion.category] ?? categoryColorClasses.custom"
+                          >
+                            {{ categoryLabels[criterion.category] ?? criterion.category }}
+                          </span>
+                        </div>
+                        <p v-if="criterion.description" class="text-xs text-surface-500 dark:text-surface-400 leading-relaxed">
+                          {{ criterion.description }}
+                        </p>
+                      </div>
+                      <button
+                        type="button"
+                        class="rounded p-1 text-surface-400 hover:text-danger-600 dark:hover:text-danger-400 hover:bg-danger-50 dark:hover:bg-danger-950 transition-colors shrink-0"
+                        title="Remove"
+                        @click="removeCriterion(criterion.key)"
+                      >
+                        <Trash2 class="size-4" />
+                      </button>
+                    </div>
+
+                    <!-- Weight slider -->
+                    <div class="flex items-center gap-4">
+                      <label class="text-xs font-medium text-surface-500 dark:text-surface-400 shrink-0 w-12">Weight</label>
+                      <input
+                        type="range"
+                        :min="0"
+                        :max="100"
+                        v-model.number="criterion.weight"
+                        class="flex-1 h-2 rounded-lg appearance-none cursor-pointer accent-brand-600 bg-surface-200 dark:bg-surface-700"
+                      />
+                      <span class="text-xs font-mono font-semibold text-surface-700 dark:text-surface-300 w-8 text-right">
+                        {{ criterion.weight }}
+                      </span>
+                    </div>
+
+                    <div class="flex items-center gap-4 mt-2 text-xs text-surface-400">
+                      <span>Max score: {{ criterion.maxScore }}</span>
+                      <span>Key: <code class="rounded bg-surface-100 dark:bg-surface-800 px-1 py-0.5 font-mono text-[10px]">{{ criterion.key }}</code></span>
+                    </div>
+                  </div>
+                </div>
+
+                <!-- Add another criterion -->
+                <button
+                  v-if="!showCustomForm"
+                  type="button"
+                  class="inline-flex items-center gap-1.5 rounded-lg border border-dashed border-surface-300 dark:border-surface-700 px-3 py-2 text-sm font-medium text-surface-600 dark:text-surface-400 hover:border-brand-400 dark:hover:border-brand-600 hover:text-brand-600 dark:hover:text-brand-400 hover:bg-brand-50 dark:hover:bg-brand-950 transition-colors"
+                  @click="showCustomForm = true"
+                >
+                  <Plus class="size-4" />
+                  Add criterion
+                </button>
+              </div>
+
+              <!-- Custom criterion form -->
+              <div v-if="showCustomForm" class="rounded-xl border border-surface-200 dark:border-surface-800 bg-surface-50 dark:bg-surface-900/50 p-5 space-y-4">
+                <h3 class="text-sm font-semibold text-surface-800 dark:text-surface-200">Add custom criterion</h3>
+                <div class="grid grid-cols-1 md:grid-cols-2 gap-4">
+                  <div>
+                    <label class="block text-xs font-medium text-surface-700 dark:text-surface-300 mb-1">Name *</label>
+                    <input
+                      v-model="customCriterionForm.name"
+                      @input="customCriterionForm.key = autoGenerateKey(customCriterionForm.name)"
+                      type="text"
+                      placeholder="e.g. React Expertise"
+                      class="w-full rounded-lg border border-surface-300 dark:border-surface-700 px-3 py-2 text-sm bg-white dark:bg-surface-900 text-surface-900 dark:text-surface-100 focus:outline-none focus:ring-2 focus:ring-brand-500"
+                    />
+                  </div>
+                  <div>
+                    <label class="block text-xs font-medium text-surface-700 dark:text-surface-300 mb-1">Category</label>
+                    <select
+                      v-model="customCriterionForm.category"
+                      class="w-full rounded-lg border border-surface-300 dark:border-surface-700 px-3 py-2 text-sm bg-white dark:bg-surface-900 text-surface-900 dark:text-surface-100 focus:outline-none focus:ring-2 focus:ring-brand-500"
+                    >
+                      <option v-for="(label, key) in categoryLabels" :key="key" :value="key">{{ label }}</option>
+                    </select>
+                  </div>
+                </div>
+                <div>
+                  <label class="block text-xs font-medium text-surface-700 dark:text-surface-300 mb-1">Description</label>
+                  <textarea
+                    v-model="customCriterionForm.description"
+                    rows="2"
+                    placeholder="Describe what the AI should evaluate for this criterion..."
+                    class="w-full rounded-lg border border-surface-300 dark:border-surface-700 px-3 py-2 text-sm bg-white dark:bg-surface-900 text-surface-900 dark:text-surface-100 focus:outline-none focus:ring-2 focus:ring-brand-500"
+                  />
+                </div>
+                <div class="grid grid-cols-2 gap-4">
+                  <div>
+                    <label class="block text-xs font-medium text-surface-700 dark:text-surface-300 mb-1">Max Score</label>
+                    <input
+                      v-model.number="customCriterionForm.maxScore"
+                      type="number"
+                      min="1"
+                      max="100"
+                      class="w-full rounded-lg border border-surface-300 dark:border-surface-700 px-3 py-2 text-sm bg-white dark:bg-surface-900 text-surface-900 dark:text-surface-100 focus:outline-none focus:ring-2 focus:ring-brand-500"
+                    />
+                  </div>
+                  <div>
+                    <label class="block text-xs font-medium text-surface-700 dark:text-surface-300 mb-1">Initial Weight (0–100)</label>
+                    <input
+                      v-model.number="customCriterionForm.weight"
+                      type="number"
+                      min="0"
+                      max="100"
+                      class="w-full rounded-lg border border-surface-300 dark:border-surface-700 px-3 py-2 text-sm bg-white dark:bg-surface-900 text-surface-900 dark:text-surface-100 focus:outline-none focus:ring-2 focus:ring-brand-500"
+                    />
+                  </div>
+                </div>
+                <div class="flex items-center gap-3 pt-2">
+                  <button
+                    type="button"
+                    :disabled="!customCriterionForm.name"
+                    class="px-4 py-2 text-sm font-medium text-white bg-brand-600 rounded-lg hover:bg-brand-700 disabled:opacity-50 disabled:cursor-not-allowed transition-colors"
+                    @click="addCustomCriterion"
+                  >
+                    Add criterion
+                  </button>
+                  <button
+                    type="button"
+                    class="px-4 py-2 text-sm font-medium text-surface-600 dark:text-surface-400 hover:bg-surface-100 dark:hover:bg-surface-800 rounded-lg transition-colors"
+                    @click="showCustomForm = false"
+                  >
+                    Cancel
+                  </button>
+                </div>
+              </div>
+
+              <!-- Skip scoring note -->
+              <div v-if="scoringCriteria.length === 0 && scoringMode === 'none'" class="text-center py-6 text-sm text-surface-400">
+                <p>Scoring criteria are optional. You can skip this step and add them later from job settings.</p>
+              </div>
+            </section>
+
+            <!-- Step 4: Find candidates -->
+            <section v-else-if="currentStep === 4" class="space-y-8">
               <div>
                 <h2 class="text-lg font-semibold text-surface-900 dark:text-surface-100 mb-6 pb-2 border-b border-surface-100 dark:border-surface-800">Targeting details</h2>
                 <div class="grid grid-cols-1 md:grid-cols-2 gap-6">
@@ -789,7 +1233,7 @@ const questionTypeLabels: Record<QuestionType, string> = {
             </section>
 
             <!-- Step 4: Publish & Share -->
-            <section v-else-if="currentStep === 4" class="space-y-8">
+            <section v-else-if="currentStep === 5" class="space-y-8">
               <!-- Success state after publishing -->
               <div v-if="isPublished" class="text-center py-8">
                 <div class="inline-flex items-center justify-center size-16 rounded-full bg-success-100 dark:bg-success-900/30 mb-6">
@@ -963,7 +1407,7 @@ const questionTypeLabels: Record<QuestionType, string> = {
                   Back
                 </button>
                 <button
-                  v-if="currentStep < 4"
+                  v-if="currentStep < 5"
                   type="button"
                   :disabled="!canGoNext"
                   @click="nextStep"
@@ -1014,18 +1458,26 @@ const questionTypeLabels: Record<QuestionType, string> = {
                 Too many questions can deter candidates. Stick to 3-5 essential questions.
               </li>
               <li v-if="currentStep === 3" class="text-sm text-surface-600 dark:text-surface-400 leading-relaxed">
+                <p class="font-medium text-surface-900 dark:text-surface-100 mb-1">Start with a template</p>
+                Pre-made criteria cover the most common evaluation patterns. You can always customize them after.
+              </li>
+              <li v-if="currentStep === 3" class="text-sm text-surface-600 dark:text-surface-400 leading-relaxed">
+                <p class="font-medium text-surface-900 dark:text-surface-100 mb-1">Adjust weights</p>
+                Use the sliders to prioritize what matters most. Higher weight = more influence on the final score.
+              </li>
+              <li v-if="currentStep === 4" class="text-sm text-surface-600 dark:text-surface-400 leading-relaxed">
                 <p class="font-medium text-surface-900 dark:text-surface-100 mb-1">Be specific with skills</p>
                 Adding specific skills helps our AI better match candidates to your role.
               </li>
-              <li v-if="currentStep === 4" class="text-sm text-surface-600 dark:text-surface-400 leading-relaxed">
+              <li v-if="currentStep === 5" class="text-sm text-surface-600 dark:text-surface-400 leading-relaxed">
                 <p class="font-medium text-surface-900 dark:text-surface-100 mb-1">Publish when ready</p>
                 Publishing makes the job visible to candidates. You can unpublish at any time from the job settings.
               </li>
-              <li v-if="currentStep === 4" class="text-sm text-surface-600 dark:text-surface-400 leading-relaxed">
+              <li v-if="currentStep === 5" class="text-sm text-surface-600 dark:text-surface-400 leading-relaxed">
                 <p class="font-medium text-surface-900 dark:text-surface-100 mb-1">Share the link</p>
                 After publishing, the application link is automatically copied. Paste it in emails, Slack, or social media.
               </li>
-              <li v-if="currentStep === 4" class="text-sm text-surface-600 dark:text-surface-400 leading-relaxed">
+              <li v-if="currentStep === 5" class="text-sm text-surface-600 dark:text-surface-400 leading-relaxed">
                 <p class="font-medium text-surface-900 dark:text-surface-100 mb-1">Drafts are private</p>
                 Draft jobs are only visible to your team. Candidates cannot see or apply to draft jobs.
               </li>
diff --git a/app/pages/dashboard/settings/ai.vue b/app/pages/dashboard/settings/ai.vue
new file mode 100644
index 00000000..30816273
--- /dev/null
+++ b/app/pages/dashboard/settings/ai.vue
@@ -0,0 +1,349 @@
+<script setup lang="ts">
+import {
+  Brain, Save, AlertTriangle, ExternalLink, Loader2, Check,
+  Eye, EyeOff, Shield,
+} from 'lucide-vue-next'
+
+definePageMeta({})
+
+useSeoMeta({
+  title: 'AI Configuration — Reqcore',
+  description: 'Configure AI provider, model, and API key for candidate scoring',
+})
+
+const { allowed: canManageAi } = usePermission({ scoring: ['create'] })
+
+// ─────────────────────────────────────────────
+// Fetch current config
+// ─────────────────────────────────────────────
+
+const { data: currentConfig, refresh: refreshConfig } = useFetch('/api/ai-config', {
+  key: 'ai-config',
+  headers: useRequestHeaders(['cookie']),
+})
+
+// ─────────────────────────────────────────────
+// Fetch provider registry
+// ─────────────────────────────────────────────
+
+const { data: providers } = useFetch('/api/ai-config/providers', {
+  key: 'ai-providers',
+  headers: useRequestHeaders(['cookie']),
+})
+
+// ─────────────────────────────────────────────
+// Form state
+// ─────────────────────────────────────────────
+
+const form = ref({
+  provider: 'openai' as string,
+  model: '' as string,
+  apiKey: '' as string,
+  baseUrl: '' as string,
+  maxTokens: 4096 as number,
+})
+
+const showApiKey = ref(false)
+const isSaving = ref(false)
+const saveSuccess = ref(false)
+const saveError = ref('')
+
+// Seed form from existing config
+watch(currentConfig, (config) => {
+  if (config) {
+    form.value.provider = config.provider ?? 'openai'
+    form.value.model = config.model ?? ''
+    form.value.baseUrl = config.baseUrl ?? ''
+    form.value.maxTokens = config.maxTokens ?? 4096
+    // API key is never sent back
+    form.value.apiKey = ''
+  }
+}, { immediate: true })
+
+// ─────────────────────────────────────────────
+// Computed helpers
+// ─────────────────────────────────────────────
+
+const selectedProviderInfo = computed(() => {
+  if (!providers.value) return null
+  return providers.value[form.value.provider] ?? null
+})
+
+const availableModels = computed(() => {
+  return selectedProviderInfo.value?.models ?? []
+})
+
+const providerApiKeyUrl = computed(() => {
+  return selectedProviderInfo.value?.apiKeyUrl ?? null
+})
+
+const providerModelsUrl = computed(() => {
+  return selectedProviderInfo.value?.modelsUrl ?? null
+})
+
+const isCustomProvider = computed(() => form.value.provider === 'openai_compatible')
+
+const hasExistingKey = computed(() => currentConfig.value?.hasApiKey === true)
+
+// ─────────────────────────────────────────────
+// Save
+// ─────────────────────────────────────────────
+
+async function handleSave() {
+  if (!canManageAi.value) return
+
+  isSaving.value = true
+  saveError.value = ''
+  saveSuccess.value = false
+
+  try {
+    const body: Record<string, unknown> = {
+      provider: form.value.provider,
+      model: form.value.model,
+      maxTokens: form.value.maxTokens,
+    }
+    if (form.value.apiKey) body.apiKey = form.value.apiKey
+    if (isCustomProvider.value && form.value.baseUrl) body.baseUrl = form.value.baseUrl
+
+    await $fetch('/api/ai-config', {
+      method: 'POST',
+      body,
+      headers: useRequestHeaders(['cookie']),
+    })
+
+    saveSuccess.value = true
+    form.value.apiKey = '' // Clear after save
+    await refreshConfig()
+    setTimeout(() => (saveSuccess.value = false), 3000)
+  } catch (err: any) {
+    saveError.value = err?.data?.statusMessage ?? 'Failed to save AI configuration.'
+  } finally {
+    isSaving.value = false
+  }
+}
+</script>
+
+<template>
+  <div class="mx-auto max-w-2xl">
+    <!-- Page title -->
+    <div class="mb-6">
+      <h1 class="text-lg font-semibold text-surface-900 dark:text-surface-50">
+        AI Configuration
+      </h1>
+      <p class="text-sm text-surface-500 dark:text-surface-400 mt-0.5">
+        Configure your AI provider and model for candidate analysis scoring.
+      </p>
+    </div>
+
+    <!-- Permission guard -->
+    <div
+      v-if="!canManageAi"
+      class="rounded-xl border border-warning-200 dark:border-warning-800 bg-warning-50 dark:bg-warning-950 p-5 text-sm text-warning-700 dark:text-warning-400 flex items-start gap-3"
+    >
+      <AlertTriangle class="size-5 shrink-0 mt-0.5" />
+      <div>
+        <p class="font-semibold mb-1">Insufficient permissions</p>
+        <p>You don't have permission to manage AI settings. Contact your organization owner or admin.</p>
+      </div>
+    </div>
+
+    <form v-else @submit.prevent="handleSave">
+      <!-- Provider & Model section -->
+      <section class="rounded-xl border border-surface-200 dark:border-surface-800 bg-white dark:bg-surface-900 overflow-hidden">
+        <div class="px-6 py-5 border-b border-surface-200 dark:border-surface-800">
+          <div class="flex items-center gap-3">
+            <div class="flex items-center justify-center size-10 rounded-lg bg-brand-50 dark:bg-brand-950 text-brand-600 dark:text-brand-400">
+              <Brain class="size-5" />
+            </div>
+            <div>
+              <h2 class="text-base font-semibold text-surface-900 dark:text-surface-100">Provider & Model</h2>
+              <p class="text-sm text-surface-500 dark:text-surface-400">Choose your AI provider and select a model.</p>
+            </div>
+          </div>
+        </div>
+
+        <div class="px-6 py-5 space-y-5">
+          <!-- Success message -->
+          <Transition
+            enter-active-class="transition-opacity duration-300"
+            leave-active-class="transition-opacity duration-300"
+            enter-from-class="opacity-0"
+            leave-to-class="opacity-0"
+          >
+            <div
+              v-if="saveSuccess"
+              class="rounded-lg bg-success-50 dark:bg-success-950/40 border border-success-200 dark:border-success-900 px-4 py-3 text-sm text-success-700 dark:text-success-400 flex items-center gap-2"
+            >
+              <Check class="size-4" />
+              AI configuration saved successfully.
+            </div>
+          </Transition>
+
+          <!-- Error message -->
+          <div
+            v-if="saveError"
+            class="rounded-lg bg-danger-50 dark:bg-danger-950/40 border border-danger-200 dark:border-danger-900 px-4 py-3 text-sm text-danger-700 dark:text-danger-400 flex items-start gap-2"
+          >
+            <AlertTriangle class="size-4 shrink-0 mt-0.5" />
+            {{ saveError }}
+            <button type="button" class="ml-auto underline" @click="saveError = ''">Dismiss</button>
+          </div>
+
+          <!-- Provider -->
+          <div>
+            <label for="ai-provider" class="block text-sm font-medium text-surface-700 dark:text-surface-300 mb-1.5">
+              Provider
+            </label>
+            <select
+              id="ai-provider"
+              v-model="form.provider"
+              class="w-full rounded-lg border border-surface-200 dark:border-surface-700 bg-white dark:bg-surface-800 px-3 py-2 text-sm text-surface-900 dark:text-surface-100 focus:outline-none focus:ring-2 focus:ring-brand-500 focus:border-brand-500 transition-colors"
+            >
+              <option v-if="providers" v-for="(info, key) in providers" :key="key" :value="key">
+                {{ info.name }}
+              </option>
+            </select>
+          </div>
+
+          <!-- Model -->
+          <div>
+            <div class="flex items-center justify-between mb-1.5">
+              <label for="ai-model" class="text-sm font-medium text-surface-700 dark:text-surface-300">Model</label>
+              <a
+                v-if="providerModelsUrl"
+                :href="providerModelsUrl"
+                target="_blank"
+                rel="noopener noreferrer"
+                class="inline-flex items-center gap-1 text-xs text-brand-600 dark:text-brand-400 hover:underline"
+              >
+                View models <ExternalLink class="size-3" />
+              </a>
+            </div>
+            <input
+              id="ai-model"
+              v-model="form.model"
+              type="text"
+              list="ai-model-suggestions"
+              placeholder="e.g. gpt-4.1-mini or your custom model name"
+              class="w-full rounded-lg border border-surface-200 dark:border-surface-700 bg-white dark:bg-surface-800 px-3 py-2 text-sm text-surface-900 dark:text-surface-100 placeholder:text-surface-400 focus:outline-none focus:ring-2 focus:ring-brand-500 focus:border-brand-500 transition-colors"
+            />
+            <datalist id="ai-model-suggestions">
+              <option v-for="m in availableModels" :key="m" :value="m" />
+            </datalist>
+            <p class="mt-1.5 text-xs text-surface-400 dark:text-surface-500">
+              Pick a suggested model or type any model name your provider supports.
+            </p>
+          </div>
+
+          <!-- Base URL (for custom providers) -->
+          <div v-if="isCustomProvider">
+            <label for="ai-base-url" class="block text-sm font-medium text-surface-700 dark:text-surface-300 mb-1.5">
+              Base URL
+            </label>
+            <input
+              id="ai-base-url"
+              v-model="form.baseUrl"
+              type="url"
+              placeholder="https://api.your-provider.com/v1"
+              class="w-full rounded-lg border border-surface-200 dark:border-surface-700 bg-white dark:bg-surface-800 px-3 py-2 text-sm text-surface-900 dark:text-surface-100 placeholder:text-surface-400 focus:outline-none focus:ring-2 focus:ring-brand-500 focus:border-brand-500 transition-colors"
+            />
+            <p class="mt-1.5 text-xs text-surface-400 dark:text-surface-500">
+              The OpenAI-compatible base URL for your provider.
+            </p>
+          </div>
+
+          <!-- Max tokens -->
+          <div>
+            <label for="ai-max-tokens" class="block text-sm font-medium text-surface-700 dark:text-surface-300 mb-1.5">
+              Max Tokens
+            </label>
+            <input
+              id="ai-max-tokens"
+              v-model.number="form.maxTokens"
+              type="number"
+              min="256"
+              max="32768"
+              class="w-full rounded-lg border border-surface-200 dark:border-surface-700 bg-white dark:bg-surface-800 px-3 py-2 text-sm text-surface-900 dark:text-surface-100 focus:outline-none focus:ring-2 focus:ring-brand-500 focus:border-brand-500 transition-colors"
+            />
+            <p class="mt-1.5 text-xs text-surface-400 dark:text-surface-500">
+              Maximum tokens for AI analysis output (256–32,768).
+            </p>
+          </div>
+
+          <!-- Save button & feedback -->
+          <div class="flex items-center gap-3 pt-2">
+            <button
+              type="submit"
+              :disabled="isSaving || (!form.model && !isCustomProvider)"
+              class="inline-flex items-center gap-2 rounded-lg bg-brand-600 px-4 py-2 text-sm font-medium text-white hover:bg-brand-700 transition-colors disabled:opacity-50 disabled:cursor-not-allowed"
+            >
+              <Loader2 v-if="isSaving" class="size-4 animate-spin" />
+              <Save v-else class="size-4" />
+              {{ isSaving ? 'Saving…' : 'Save configuration' }}
+            </button>
+          </div>
+        </div>
+      </section>
+
+      <!-- API Key section -->
+      <section class="mt-8 rounded-xl border border-surface-200 dark:border-surface-800 bg-white dark:bg-surface-900 overflow-hidden">
+        <div class="px-6 py-5 border-b border-surface-200 dark:border-surface-800">
+          <div class="flex items-center gap-3">
+            <div class="flex items-center justify-center size-10 rounded-lg bg-surface-100 dark:bg-surface-800 text-surface-600 dark:text-surface-400">
+              <Shield class="size-5" />
+            </div>
+            <div>
+              <h2 class="text-base font-semibold text-surface-900 dark:text-surface-100">API Key</h2>
+              <p class="text-sm text-surface-500 dark:text-surface-400">Your key is encrypted at rest using AES-256-GCM.</p>
+            </div>
+            <a
+              v-if="providerApiKeyUrl"
+              :href="providerApiKeyUrl"
+              target="_blank"
+              rel="noopener noreferrer"
+              class="ml-auto inline-flex items-center gap-1 text-xs text-brand-600 dark:text-brand-400 hover:underline"
+            >
+              Get API key <ExternalLink class="size-3" />
+            </a>
+          </div>
+        </div>
+
+        <div class="px-6 py-5 space-y-5">
+          <div v-if="hasExistingKey" class="flex items-center gap-2 text-xs text-success-600 dark:text-success-400 bg-success-50 dark:bg-success-950/40 border border-success-200 dark:border-success-900 rounded-lg px-3 py-2">
+            <Check class="size-3.5" />
+            API key is configured and encrypted.
+          </div>
+
+          <div>
+            <label for="ai-api-key" class="block text-sm font-medium text-surface-700 dark:text-surface-300 mb-1.5">
+              {{ hasExistingKey ? 'Replace API key' : 'API key' }}
+            </label>
+            <div class="relative">
+              <input
+                id="ai-api-key"
+                v-model="form.apiKey"
+                :type="showApiKey ? 'text' : 'password'"
+                :placeholder="hasExistingKey ? 'Enter new key to replace existing' : 'sk-... or your provider API key'"
+                autocomplete="off"
+                spellcheck="false"
+                data-1p-ignore
+                data-lpignore="true"
+                class="w-full rounded-lg border border-surface-200 dark:border-surface-700 bg-white dark:bg-surface-800 px-3 py-2 pr-10 text-sm text-surface-900 dark:text-surface-100 placeholder:text-surface-400 focus:outline-none focus:ring-2 focus:ring-brand-500 focus:border-brand-500 transition-colors font-mono"
+              />
+              <button
+                type="button"
+                class="absolute right-2.5 top-1/2 -translate-y-1/2 text-surface-400 hover:text-surface-600 dark:hover:text-surface-300"
+                @click="showApiKey = !showApiKey"
+              >
+                <component :is="showApiKey ? EyeOff : Eye" class="size-4" />
+              </button>
+            </div>
+            <p class="mt-1.5 text-xs text-surface-400 dark:text-surface-500">
+              Your API key is never exposed in API responses or logs.
+            </p>
+          </div>
+        </div>
+      </section>
+    </form>
+  </div>
+</template>
diff --git a/package-lock.json b/package-lock.json
index 0e03e141..5c42f027 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -9,12 +9,16 @@
       "version": "1.1.0",
       "hasInstallScript": true,
       "dependencies": {
+        "@ai-sdk/anthropic": "^3.0.58",
+        "@ai-sdk/google": "^3.0.43",
+        "@ai-sdk/openai": "^3.0.41",
         "@aws-sdk/client-s3": "^3.995.0",
         "@nuxtjs/i18n": "^10.2.3",
         "@nuxtjs/mdc": "^0.20.1",
         "@posthog/nuxt": "^1.5.82",
         "@tailwindcss/typography": "^0.5.19",
         "@tailwindcss/vite": "^4.1.18",
+        "ai": "^6.0.116",
         "better-auth": "^1.4.18",
         "better-sqlite3": "^12.6.2",
         "drizzle-orm": "^0.45.1",
@@ -41,6 +45,100 @@
         "wait-on": "^9.0.4"
       }
     },
+    "node_modules/@ai-sdk/anthropic": {
+      "version": "3.0.58",
+      "resolved": "https://registry.npmjs.org/@ai-sdk/anthropic/-/anthropic-3.0.58.tgz",
+      "integrity": "sha512-/53SACgmVukO4bkms4dpxpRlYhW8Ct6QZRe6sj1Pi5H00hYhxIrqfiLbZBGxkdRvjsBQeP/4TVGsXgH5rQeb8Q==",
+      "license": "Apache-2.0",
+      "dependencies": {
+        "@ai-sdk/provider": "3.0.8",
+        "@ai-sdk/provider-utils": "4.0.19"
+      },
+      "engines": {
+        "node": ">=18"
+      },
+      "peerDependencies": {
+        "zod": "^3.25.76 || ^4.1.8"
+      }
+    },
+    "node_modules/@ai-sdk/gateway": {
+      "version": "3.0.66",
+      "resolved": "https://registry.npmjs.org/@ai-sdk/gateway/-/gateway-3.0.66.tgz",
+      "integrity": "sha512-SIQ0YY0iMuv+07HLsZ+bB990zUJ6S4ujORAh+Jv1V2KGNn73qQKnGO0JBk+w+Res8YqOFSycwDoWcFlQrVxS4A==",
+      "license": "Apache-2.0",
+      "dependencies": {
+        "@ai-sdk/provider": "3.0.8",
+        "@ai-sdk/provider-utils": "4.0.19",
+        "@vercel/oidc": "3.1.0"
+      },
+      "engines": {
+        "node": ">=18"
+      },
+      "peerDependencies": {
+        "zod": "^3.25.76 || ^4.1.8"
+      }
+    },
+    "node_modules/@ai-sdk/google": {
+      "version": "3.0.43",
+      "resolved": "https://registry.npmjs.org/@ai-sdk/google/-/google-3.0.43.tgz",
+      "integrity": "sha512-NGCgP5g8HBxrNdxvF8Dhww+UKfqAkZAmyYBvbu9YLoBkzAmGKDBGhVptN/oXPB5Vm0jggMdoLycZ8JReQM8Zqg==",
+      "license": "Apache-2.0",
+      "dependencies": {
+        "@ai-sdk/provider": "3.0.8",
+        "@ai-sdk/provider-utils": "4.0.19"
+      },
+      "engines": {
+        "node": ">=18"
+      },
+      "peerDependencies": {
+        "zod": "^3.25.76 || ^4.1.8"
+      }
+    },
+    "node_modules/@ai-sdk/openai": {
+      "version": "3.0.41",
+      "resolved": "https://registry.npmjs.org/@ai-sdk/openai/-/openai-3.0.41.tgz",
+      "integrity": "sha512-IZ42A+FO+vuEQCVNqlnAPYQnnUpUfdJIwn1BEDOBywiEHa23fw7PahxVtlX9zm3/zMvTW4JKPzWyvAgDu+SQ2A==",
+      "license": "Apache-2.0",
+      "dependencies": {
+        "@ai-sdk/provider": "3.0.8",
+        "@ai-sdk/provider-utils": "4.0.19"
+      },
+      "engines": {
+        "node": ">=18"
+      },
+      "peerDependencies": {
+        "zod": "^3.25.76 || ^4.1.8"
+      }
+    },
+    "node_modules/@ai-sdk/provider": {
+      "version": "3.0.8",
+      "resolved": "https://registry.npmjs.org/@ai-sdk/provider/-/provider-3.0.8.tgz",
+      "integrity": "sha512-oGMAgGoQdBXbZqNG0Ze56CHjDZ1IDYOwGYxYjO5KLSlz5HiNQ9udIXsPZ61VWaHGZ5XW/jyjmr6t2xz2jGVwbQ==",
+      "license": "Apache-2.0",
+      "dependencies": {
+        "json-schema": "^0.4.0"
+      },
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@ai-sdk/provider-utils": {
+      "version": "4.0.19",
+      "resolved": "https://registry.npmjs.org/@ai-sdk/provider-utils/-/provider-utils-4.0.19.tgz",
+      "integrity": "sha512-3eG55CrSWCu2SXlqq2QCsFjo3+E7+Gmg7i/oRVoSZzIodTuDSfLb3MRje67xE9RFea73Zao7Lm4mADIfUETKGg==",
+      "license": "Apache-2.0",
+      "dependencies": {
+        "@ai-sdk/provider": "3.0.8",
+        "@standard-schema/spec": "^1.1.0",
+        "eventsource-parser": "^3.0.6"
+      },
+      "engines": {
+        "node": ">=18"
+      },
+      "peerDependencies": {
+        "zod": "^3.25.76 || ^4.1.8"
+      }
+    },
     "node_modules/@aws-crypto/crc32": {
       "version": "5.2.0",
       "resolved": "https://registry.npmjs.org/@aws-crypto/crc32/-/crc32-5.2.0.tgz",
@@ -6803,6 +6901,15 @@
         "node": ">=20"
       }
     },
+    "node_modules/@vercel/oidc": {
+      "version": "3.1.0",
+      "resolved": "https://registry.npmjs.org/@vercel/oidc/-/oidc-3.1.0.tgz",
+      "integrity": "sha512-Fw28YZpRnA3cAHHDlkt7xQHiJ0fcL+NRcIqsocZQUSmbzeIKRpwttJjik5ZGanXP+vlA4SbTg+AbA3bP363l+w==",
+      "license": "Apache-2.0",
+      "engines": {
+        "node": ">= 20"
+      }
+    },
     "node_modules/@vitejs/plugin-vue": {
       "version": "6.0.4",
       "resolved": "https://registry.npmjs.org/@vitejs/plugin-vue/-/plugin-vue-6.0.4.tgz",
@@ -7180,6 +7287,24 @@
         "node": ">= 14"
       }
     },
+    "node_modules/ai": {
+      "version": "6.0.116",
+      "resolved": "https://registry.npmjs.org/ai/-/ai-6.0.116.tgz",
+      "integrity": "sha512-7yM+cTmyRLeNIXwt4Vj+mrrJgVQ9RMIW5WO0ydoLoYkewIvsMcvUmqS4j2RJTUXaF1HphwmSKUMQ/HypNRGOmA==",
+      "license": "Apache-2.0",
+      "dependencies": {
+        "@ai-sdk/gateway": "3.0.66",
+        "@ai-sdk/provider": "3.0.8",
+        "@ai-sdk/provider-utils": "4.0.19",
+        "@opentelemetry/api": "1.9.0"
+      },
+      "engines": {
+        "node": ">=18"
+      },
+      "peerDependencies": {
+        "zod": "^3.25.76 || ^4.1.8"
+      }
+    },
     "node_modules/ajv": {
       "version": "6.14.0",
       "resolved": "https://registry.npmjs.org/ajv/-/ajv-6.14.0.tgz",
@@ -9554,6 +9679,15 @@
         "bare-events": "^2.7.0"
       }
     },
+    "node_modules/eventsource-parser": {
+      "version": "3.0.6",
+      "resolved": "https://registry.npmjs.org/eventsource-parser/-/eventsource-parser-3.0.6.tgz",
+      "integrity": "sha512-Vo1ab+QXPzZ4tCa8SwIHJFaSzy4R6SHf7BY79rFBDf0idraZWAkYrDjDj8uWaSm3S2TK+hJ7/t1CEmZ7jXw+pg==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=18.0.0"
+      }
+    },
     "node_modules/execa": {
       "version": "8.0.1",
       "resolved": "https://registry.npmjs.org/execa/-/execa-8.0.1.tgz",
@@ -11231,6 +11365,12 @@
       "license": "MIT",
       "peer": true
     },
+    "node_modules/json-schema": {
+      "version": "0.4.0",
+      "resolved": "https://registry.npmjs.org/json-schema/-/json-schema-0.4.0.tgz",
+      "integrity": "sha512-es94M3nTIfsEPisRafak+HDLfHXnKBhV3vU5eqPcS3flIWqcxJWgXHXiey3YrpaNsanY5ei1VoYEbOzijuq9BA==",
+      "license": "(AFL-2.1 OR BSD-3-Clause)"
+    },
     "node_modules/json-schema-traverse": {
       "version": "0.4.1",
       "resolved": "https://registry.npmjs.org/json-schema-traverse/-/json-schema-traverse-0.4.1.tgz",
diff --git a/package.json b/package.json
index d11f5c56..a189facb 100644
--- a/package.json
+++ b/package.json
@@ -22,12 +22,16 @@
     "i18n:crowdin:sync": "npm run i18n:crowdin:upload && npm run i18n:crowdin:download"
   },
   "dependencies": {
+    "@ai-sdk/anthropic": "^3.0.58",
+    "@ai-sdk/google": "^3.0.43",
+    "@ai-sdk/openai": "^3.0.41",
     "@aws-sdk/client-s3": "^3.995.0",
     "@nuxtjs/i18n": "^10.2.3",
     "@nuxtjs/mdc": "^0.20.1",
     "@posthog/nuxt": "^1.5.82",
     "@tailwindcss/typography": "^0.5.19",
     "@tailwindcss/vite": "^4.1.18",
+    "ai": "^6.0.116",
     "better-auth": "^1.4.18",
     "better-sqlite3": "^12.6.2",
     "drizzle-orm": "^0.45.1",
diff --git a/server/api/ai-config/generate-criteria.post.ts b/server/api/ai-config/generate-criteria.post.ts
new file mode 100644
index 00000000..a3a46208
--- /dev/null
+++ b/server/api/ai-config/generate-criteria.post.ts
@@ -0,0 +1,45 @@
+import { eq } from 'drizzle-orm'
+import { z } from 'zod'
+import { aiConfig } from '../../database/schema'
+import { generateCriteriaFromDescription } from '../../utils/ai/scoring'
+
+const bodySchema = z.object({
+  title: z.string().min(1).max(200),
+  description: z.string().min(1).max(50000),
+})
+
+/**
+ * POST /api/ai-config/generate-criteria
+ * Generate scoring criteria from a job title + description using AI.
+ * Does NOT require a saved job — used during job creation flow.
+ */
+export default defineEventHandler(async (event) => {
+  const session = await requirePermission(event, { scoring: ['create'] })
+  const orgId = session.session.activeOrganizationId
+
+  const body = await readValidatedBody(event, bodySchema.parse)
+
+  const config = await db.query.aiConfig.findFirst({
+    where: eq(aiConfig.organizationId, orgId),
+  })
+  if (!config) {
+    throw createError({
+      statusCode: 422,
+      statusMessage: 'AI provider not configured. Set up your AI provider in Settings → AI first.',
+    })
+  }
+
+  const criteria = await generateCriteriaFromDescription(
+    {
+      provider: config.provider as 'openai' | 'anthropic' | 'google' | 'openai_compatible',
+      model: config.model,
+      apiKeyEncrypted: config.apiKeyEncrypted,
+      baseUrl: config.baseUrl,
+      maxTokens: config.maxTokens,
+    },
+    body.title,
+    body.description,
+  )
+
+  return { criteria, source: 'ai' }
+})
diff --git a/server/api/ai-config/index.get.ts b/server/api/ai-config/index.get.ts
new file mode 100644
index 00000000..bf7da122
--- /dev/null
+++ b/server/api/ai-config/index.get.ts
@@ -0,0 +1,32 @@
+import { eq } from 'drizzle-orm'
+import { aiConfig } from '../../database/schema'
+
+/**
+ * GET /api/ai-config
+ * Fetch the organization's AI provider configuration.
+ * Returns config WITHOUT the API key (security: never expose encrypted keys).
+ * Includes a boolean `hasApiKey` indicating whether a key is configured.
+ */
+export default defineEventHandler(async (event) => {
+  const session = await requirePermission(event, { scoring: ['read'] })
+  const orgId = session.session.activeOrganizationId
+
+  const config = await db.query.aiConfig.findFirst({
+    where: eq(aiConfig.organizationId, orgId),
+    columns: {
+      id: true,
+      provider: true,
+      model: true,
+      baseUrl: true,
+      maxTokens: true,
+      apiKeyEncrypted: true,
+      createdAt: true,
+      updatedAt: true,
+    },
+  })
+
+  if (!config) return null
+
+  const { apiKeyEncrypted, ...rest } = config
+  return { ...rest, hasApiKey: Boolean(apiKeyEncrypted) }
+})
diff --git a/server/api/ai-config/index.post.ts b/server/api/ai-config/index.post.ts
new file mode 100644
index 00000000..65bc1548
--- /dev/null
+++ b/server/api/ai-config/index.post.ts
@@ -0,0 +1,94 @@
+import { eq } from 'drizzle-orm'
+import { aiConfig } from '../../database/schema'
+import { createAiConfigSchema } from '../../utils/schemas/scoring'
+import { encrypt } from '../../utils/encryption'
+
+/**
+ * POST /api/ai-config
+ * Create or update the organization's AI provider configuration.
+ * API key is encrypted at rest using AES-256-GCM before storage.
+ */
+export default defineEventHandler(async (event) => {
+  const session = await requirePermission(event, { scoring: ['create'] })
+  const orgId = session.session.activeOrganizationId
+  const body = await readValidatedBody(event, createAiConfigSchema.parse)
+
+  const existing = await db.query.aiConfig.findFirst({
+    where: eq(aiConfig.organizationId, orgId),
+    columns: { id: true, apiKeyEncrypted: true },
+  })
+
+  if (existing) {
+    const updateData: Record<string, unknown> = {
+      provider: body.provider,
+      model: body.model,
+      baseUrl: body.baseUrl ?? null,
+      maxTokens: body.maxTokens,
+      updatedAt: new Date(),
+    }
+
+    // Only re-encrypt if a new key was provided
+    if (body.apiKey) {
+      updateData.apiKeyEncrypted = encrypt(body.apiKey, env.BETTER_AUTH_SECRET)
+    }
+
+    const [updated] = await db.update(aiConfig)
+      .set(updateData)
+      .where(eq(aiConfig.id, existing.id))
+      .returning({
+        id: aiConfig.id,
+        provider: aiConfig.provider,
+        model: aiConfig.model,
+        baseUrl: aiConfig.baseUrl,
+        maxTokens: aiConfig.maxTokens,
+      })
+
+    recordActivity({
+      organizationId: orgId,
+      actorId: session.user.id,
+      action: 'updated',
+      resourceType: 'aiConfig',
+      resourceId: updated!.id,
+    })
+
+    return { config: updated }
+  }
+
+  // New config requires an API key
+  if (!body.apiKey) {
+    throw createError({
+      statusCode: 422,
+      statusMessage: 'API key is required for initial AI configuration.',
+    })
+  }
+
+  const apiKeyEncrypted = encrypt(body.apiKey, env.BETTER_AUTH_SECRET)
+
+  const [created] = await db.insert(aiConfig)
+    .values({
+      organizationId: orgId,
+      provider: body.provider,
+      model: body.model,
+      apiKeyEncrypted,
+      baseUrl: body.baseUrl ?? null,
+      maxTokens: body.maxTokens,
+    })
+    .returning({
+      id: aiConfig.id,
+      provider: aiConfig.provider,
+      model: aiConfig.model,
+      baseUrl: aiConfig.baseUrl,
+      maxTokens: aiConfig.maxTokens,
+    })
+
+  recordActivity({
+    organizationId: orgId,
+    actorId: session.user.id,
+    action: 'created',
+    resourceType: 'aiConfig',
+    resourceId: created!.id,
+  })
+
+  setResponseStatus(event, 201)
+  return { config: created }
+})
diff --git a/server/api/ai-config/providers.get.ts b/server/api/ai-config/providers.get.ts
new file mode 100644
index 00000000..a6568499
--- /dev/null
+++ b/server/api/ai-config/providers.get.ts
@@ -0,0 +1,11 @@
+import { PROVIDER_REGISTRY } from '../../utils/ai/provider'
+
+/**
+ * GET /api/ai-config/providers
+ * Returns the list of supported AI providers with their model options and setup URLs.
+ * Public within org (no secrets exposed).
+ */
+export default defineEventHandler(async (event) => {
+  await requirePermission(event, { scoring: ['read'] })
+  return PROVIDER_REGISTRY
+})
diff --git a/server/api/applications/[id]/analyze.post.ts b/server/api/applications/[id]/analyze.post.ts
new file mode 100644
index 00000000..e22c28e1
--- /dev/null
+++ b/server/api/applications/[id]/analyze.post.ts
@@ -0,0 +1,208 @@
+import { eq, and } from 'drizzle-orm'
+import {
+  application, aiConfig, scoringCriterion, criterionScore,
+  analysisRun, document, candidate,
+} from '../../../database/schema'
+import { scoreApplication, computeCompositeScore } from '../../../utils/ai/scoring'
+import type { CriterionDefinition } from '../../../utils/ai/scoring'
+import { z } from 'zod'
+
+const paramsSchema = z.object({ id: z.string().min(1) })
+
+/**
+ * POST /api/applications/:id/analyze
+ * Run AI analysis on a single application. Scores the candidate against job criteria.
+ * Stores individual criterion scores + composite score + audit trail.
+ */
+export default defineEventHandler(async (event) => {
+  const session = await requirePermission(event, { scoring: ['create'] })
+  const orgId = session.session.activeOrganizationId
+  const { id: applicationId } = await getValidatedRouterParams(event, paramsSchema.parse)
+
+  // Fetch application with candidate, job, and documents
+  const app = await db.query.application.findFirst({
+    where: and(eq(application.id, applicationId), eq(application.organizationId, orgId)),
+    with: {
+      candidate: {
+        columns: { id: true, firstName: true, lastName: true },
+      },
+      job: {
+        columns: { id: true, title: true, description: true },
+      },
+    },
+  })
+
+  if (!app) {
+    throw createError({ statusCode: 404, statusMessage: 'Application not found' })
+  }
+
+  // Fetch AI config
+  const config = await db.query.aiConfig.findFirst({
+    where: eq(aiConfig.organizationId, orgId),
+  })
+  if (!config) {
+    throw createError({
+      statusCode: 422,
+      statusMessage: 'AI provider not configured. Set up your AI provider in Settings first.',
+    })
+  }
+
+  // Fetch scoring criteria for this job
+  const criteria = await db.select().from(scoringCriterion)
+    .where(and(
+      eq(scoringCriterion.jobId, app.job.id),
+      eq(scoringCriterion.organizationId, orgId),
+    ))
+
+  if (criteria.length === 0) {
+    throw createError({
+      statusCode: 422,
+      statusMessage: 'No scoring criteria defined for this job. Add criteria first.',
+    })
+  }
+
+  // Fetch candidate documents (resume text)
+  const docs = await db.select({
+    parsedContent: document.parsedContent,
+    type: document.type,
+  })
+    .from(document)
+    .where(and(
+      eq(document.candidateId, app.candidate.id),
+      eq(document.organizationId, orgId),
+    ))
+
+  const resumeDoc = docs.find(d => d.type === 'resume')
+  const resumeText = resumeDoc?.parsedContent
+    ? (typeof resumeDoc.parsedContent === 'string'
+      ? resumeDoc.parsedContent
+      : JSON.stringify(resumeDoc.parsedContent))
+    : null
+
+  if (!resumeText) {
+    throw createError({
+      statusCode: 422,
+      statusMessage: 'No parsed resume found for this candidate. Upload a resume first.',
+    })
+  }
+
+  if (!app.job.description) {
+    throw createError({
+      statusCode: 422,
+      statusMessage: 'Job description is required for AI analysis.',
+    })
+  }
+
+  const criteriaDefinitions: CriterionDefinition[] = criteria.map(c => ({
+    key: c.key,
+    name: c.name,
+    description: c.description,
+    category: c.category,
+    maxScore: c.maxScore,
+    weight: c.weight,
+  }))
+
+  const providerConfig = {
+    provider: config.provider as 'openai' | 'anthropic' | 'openai_compatible',
+    model: config.model,
+    apiKeyEncrypted: config.apiKeyEncrypted,
+    baseUrl: config.baseUrl,
+    maxTokens: config.maxTokens,
+  }
+
+  let result
+  try {
+    result = await scoreApplication(providerConfig, {
+      jobTitle: app.job.title,
+      jobDescription: app.job.description,
+      criteria: criteriaDefinitions,
+      resumeText,
+      coverLetterText: app.coverLetterText,
+      applicationNotes: app.notes,
+    })
+  } catch (err: any) {
+    // Record failed analysis run
+    await db.insert(analysisRun).values({
+      organizationId: orgId,
+      applicationId,
+      status: 'failed',
+      provider: config.provider,
+      model: config.model,
+      criteriaSnapshot: criteriaDefinitions as any,
+      errorMessage: err?.message ?? 'Unknown error',
+      scoredById: session.user.id,
+    })
+
+    throw createError({
+      statusCode: 502,
+      statusMessage: `AI analysis failed: ${err?.message ?? 'Unknown error'}`,
+    })
+  }
+
+  // Compute composite score
+  const compositeScore = computeCompositeScore(criteriaDefinitions, result.scoring.evaluations)
+
+  // Delete previous scores for this application (replace strategy)
+  await db.delete(criterionScore)
+    .where(and(
+      eq(criterionScore.applicationId, applicationId),
+      eq(criterionScore.organizationId, orgId),
+    ))
+
+  // Insert individual criterion scores
+  const scoreValues = result.scoring.evaluations.map(evaluation => ({
+    organizationId: orgId,
+    applicationId,
+    criterionKey: evaluation.criterionKey,
+    maxScore: evaluation.maxScore,
+    applicantScore: evaluation.applicantScore,
+    confidence: evaluation.confidence,
+    evidence: evaluation.evidence,
+    strengths: evaluation.strengths,
+    gaps: evaluation.gaps,
+  }))
+
+  if (scoreValues.length > 0) {
+    await db.insert(criterionScore).values(scoreValues)
+  }
+
+  // Update application composite score
+  await db.update(application)
+    .set({ score: compositeScore, updatedAt: new Date() })
+    .where(eq(application.id, applicationId))
+
+  // Record analysis run
+  const [run] = await db.insert(analysisRun).values({
+    organizationId: orgId,
+    applicationId,
+    status: 'completed',
+    provider: config.provider,
+    model: config.model,
+    criteriaSnapshot: criteriaDefinitions as any,
+    compositeScore,
+    promptTokens: result.usage.promptTokens,
+    completionTokens: result.usage.completionTokens,
+    scoredById: session.user.id,
+  }).returning()
+
+  recordActivity({
+    organizationId: orgId,
+    actorId: session.user.id,
+    action: 'scored',
+    resourceType: 'application',
+    resourceId: applicationId,
+    metadata: {
+      compositeScore,
+      model: config.model,
+      criterionCount: result.scoring.evaluations.length,
+    },
+  })
+
+  return {
+    compositeScore,
+    evaluations: result.scoring.evaluations,
+    summary: result.scoring.summary,
+    analysisRunId: run!.id,
+    usage: result.usage,
+  }
+})
diff --git a/server/api/applications/[id]/scores.get.ts b/server/api/applications/[id]/scores.get.ts
new file mode 100644
index 00000000..ad8ba026
--- /dev/null
+++ b/server/api/applications/[id]/scores.get.ts
@@ -0,0 +1,73 @@
+import { eq, and, desc } from 'drizzle-orm'
+import { application, criterionScore, analysisRun, scoringCriterion } from '../../../database/schema'
+import { z } from 'zod'
+
+const paramsSchema = z.object({ id: z.string().min(1) })
+
+/**
+ * GET /api/applications/:id/scores
+ * Get the score breakdown for an application, including individual criterion scores
+ * and the most recent analysis run details.
+ */
+export default defineEventHandler(async (event) => {
+  const session = await requirePermission(event, { scoring: ['read'] })
+  const orgId = session.session.activeOrganizationId
+  const { id: applicationId } = await getValidatedRouterParams(event, paramsSchema.parse)
+
+  // Verify application belongs to org
+  const app = await db.query.application.findFirst({
+    where: and(eq(application.id, applicationId), eq(application.organizationId, orgId)),
+    columns: { id: true, score: true, jobId: true },
+  })
+  if (!app) {
+    throw createError({ statusCode: 404, statusMessage: 'Application not found' })
+  }
+
+  // Fetch criterion scores with joined criterion metadata
+  const rawScores = await db.select({
+    criterionKey: criterionScore.criterionKey,
+    maxScore: criterionScore.maxScore,
+    score: criterionScore.applicantScore,
+    confidence: criterionScore.confidence,
+    evidence: criterionScore.evidence,
+    strengths: criterionScore.strengths,
+    gaps: criterionScore.gaps,
+    criterionName: scoringCriterion.name,
+    weight: scoringCriterion.weight,
+    category: scoringCriterion.category,
+  })
+    .from(criterionScore)
+    .leftJoin(scoringCriterion, and(
+      eq(scoringCriterion.jobId, app.jobId),
+      eq(scoringCriterion.key, criterionScore.criterionKey),
+    ))
+    .where(and(
+      eq(criterionScore.applicationId, applicationId),
+      eq(criterionScore.organizationId, orgId),
+    ))
+
+  // Fetch latest analysis run
+  const [latestRun] = await db.select({
+    id: analysisRun.id,
+    status: analysisRun.status,
+    provider: analysisRun.provider,
+    model: analysisRun.model,
+    compositeScore: analysisRun.compositeScore,
+    promptTokens: analysisRun.promptTokens,
+    completionTokens: analysisRun.completionTokens,
+    createdAt: analysisRun.createdAt,
+  })
+    .from(analysisRun)
+    .where(and(
+      eq(analysisRun.applicationId, applicationId),
+      eq(analysisRun.organizationId, orgId),
+    ))
+    .orderBy(desc(analysisRun.createdAt))
+    .limit(1)
+
+  return {
+    compositeScore: app.score,
+    scores: rawScores,
+    latestRun: latestRun ?? null,
+  }
+})
diff --git a/server/api/jobs/[id]/analyze-all.post.ts b/server/api/jobs/[id]/analyze-all.post.ts
new file mode 100644
index 00000000..cf14c1e2
--- /dev/null
+++ b/server/api/jobs/[id]/analyze-all.post.ts
@@ -0,0 +1,43 @@
+import { eq, and, isNull } from 'drizzle-orm'
+import { application, job } from '../../../database/schema'
+import { z } from 'zod'
+
+const paramsSchema = z.object({ id: z.string().min(1) })
+
+/**
+ * POST /api/jobs/:id/analyze-all
+ * Trigger AI analysis for all unscored applications for a job.
+ * Returns the list of application IDs that were queued for analysis.
+ * Client should call /api/applications/:id/analyze for each one.
+ * This keeps the operation simple and avoids long-running server requests.
+ */
+export default defineEventHandler(async (event) => {
+  const session = await requirePermission(event, { scoring: ['create'] })
+  const orgId = session.session.activeOrganizationId
+  const { id: jobId } = await getValidatedRouterParams(event, paramsSchema.parse)
+
+  // Verify job belongs to org
+  const jobRecord = await db.query.job.findFirst({
+    where: and(eq(job.id, jobId), eq(job.organizationId, orgId)),
+    columns: { id: true },
+  })
+  if (!jobRecord) {
+    throw createError({ statusCode: 404, statusMessage: 'Job not found' })
+  }
+
+  // Find all applications without scores
+  const unscoredApps = await db.select({
+    id: application.id,
+  })
+    .from(application)
+    .where(and(
+      eq(application.jobId, jobId),
+      eq(application.organizationId, orgId),
+      isNull(application.score),
+    ))
+
+  return {
+    applicationIds: unscoredApps.map(a => a.id),
+    total: unscoredApps.length,
+  }
+})
diff --git a/server/api/jobs/[id]/criteria/generate.post.ts b/server/api/jobs/[id]/criteria/generate.post.ts
new file mode 100644
index 00000000..b4551b40
--- /dev/null
+++ b/server/api/jobs/[id]/criteria/generate.post.ts
@@ -0,0 +1,69 @@
+import { eq, and } from 'drizzle-orm'
+import { aiConfig, job } from '../../../../database/schema'
+import { generateCriteriaSchema } from '../../../../utils/schemas/scoring'
+import { generateCriteriaFromDescription, PREMADE_CRITERIA } from '../../../../utils/ai/scoring'
+import { z } from 'zod'
+
+const paramsSchema = z.object({ id: z.string().min(1) })
+
+/**
+ * POST /api/jobs/:id/criteria/generate
+ * Generate scoring criteria from a pre-made template or by AI analysis of the job description.
+ * Does NOT persist — returns generated criteria for the client to review before saving.
+ */
+export default defineEventHandler(async (event) => {
+  const session = await requirePermission(event, { scoring: ['create'] })
+  const orgId = session.session.activeOrganizationId
+  const { id: jobId } = await getValidatedRouterParams(event, paramsSchema.parse)
+  const body = await readValidatedBody(event, generateCriteriaSchema.parse)
+
+  // Verify job belongs to org
+  const jobRecord = await db.query.job.findFirst({
+    where: and(eq(job.id, jobId), eq(job.organizationId, orgId)),
+    columns: { id: true, title: true, description: true },
+  })
+  if (!jobRecord) {
+    throw createError({ statusCode: 404, statusMessage: 'Job not found' })
+  }
+
+  // If a pre-made template is specified, return it directly
+  if (body.template) {
+    const template = PREMADE_CRITERIA[body.template]
+    if (!template) {
+      throw createError({ statusCode: 400, statusMessage: 'Unknown template' })
+    }
+    return { criteria: template, source: 'template' }
+  }
+
+  // Otherwise generate from job description using AI
+  if (!jobRecord.description) {
+    throw createError({
+      statusCode: 422,
+      statusMessage: 'Job description is required to generate AI criteria. Add a description first.',
+    })
+  }
+
+  const config = await db.query.aiConfig.findFirst({
+    where: eq(aiConfig.organizationId, orgId),
+  })
+  if (!config) {
+    throw createError({
+      statusCode: 422,
+      statusMessage: 'AI provider not configured. Set up your AI provider in Settings first.',
+    })
+  }
+
+  const criteria = await generateCriteriaFromDescription(
+    {
+      provider: config.provider as 'openai' | 'anthropic' | 'openai_compatible',
+      model: config.model,
+      apiKeyEncrypted: config.apiKeyEncrypted,
+      baseUrl: config.baseUrl,
+      maxTokens: config.maxTokens,
+    },
+    jobRecord.title,
+    jobRecord.description,
+  )
+
+  return { criteria, source: 'ai' }
+})
diff --git a/server/api/jobs/[id]/criteria/index.get.ts b/server/api/jobs/[id]/criteria/index.get.ts
new file mode 100644
index 00000000..bea57add
--- /dev/null
+++ b/server/api/jobs/[id]/criteria/index.get.ts
@@ -0,0 +1,34 @@
+import { eq, and, asc } from 'drizzle-orm'
+import { scoringCriterion, job } from '../../../../database/schema'
+import { z } from 'zod'
+
+const paramsSchema = z.object({ id: z.string().min(1) })
+
+/**
+ * GET /api/jobs/:id/criteria
+ * List all scoring criteria for a job, ordered by displayOrder.
+ */
+export default defineEventHandler(async (event) => {
+  const session = await requirePermission(event, { scoring: ['read'] })
+  const orgId = session.session.activeOrganizationId
+  const { id: jobId } = await getValidatedRouterParams(event, paramsSchema.parse)
+
+  // Verify job belongs to org
+  const jobRecord = await db.query.job.findFirst({
+    where: and(eq(job.id, jobId), eq(job.organizationId, orgId)),
+    columns: { id: true },
+  })
+  if (!jobRecord) {
+    throw createError({ statusCode: 404, statusMessage: 'Job not found' })
+  }
+
+  const criteria = await db.select()
+    .from(scoringCriterion)
+    .where(and(
+      eq(scoringCriterion.jobId, jobId),
+      eq(scoringCriterion.organizationId, orgId),
+    ))
+    .orderBy(asc(scoringCriterion.displayOrder))
+
+  return { criteria }
+})
diff --git a/server/api/jobs/[id]/criteria/index.patch.ts b/server/api/jobs/[id]/criteria/index.patch.ts
new file mode 100644
index 00000000..9b197a5d
--- /dev/null
+++ b/server/api/jobs/[id]/criteria/index.patch.ts
@@ -0,0 +1,49 @@
+import { eq, and } from 'drizzle-orm'
+import { scoringCriterion, job } from '../../../../database/schema'
+import { updateWeightsSchema } from '../../../../utils/schemas/scoring'
+import { z } from 'zod'
+
+const paramsSchema = z.object({ id: z.string().min(1) })
+
+/**
+ * PATCH /api/jobs/:id/criteria
+ * Update weights for scoring criteria (slider adjustments).
+ */
+export default defineEventHandler(async (event) => {
+  const session = await requirePermission(event, { scoring: ['update'] })
+  const orgId = session.session.activeOrganizationId
+  const { id: jobId } = await getValidatedRouterParams(event, paramsSchema.parse)
+  const body = await readValidatedBody(event, updateWeightsSchema.parse)
+
+  // Verify job belongs to org
+  const jobRecord = await db.query.job.findFirst({
+    where: and(eq(job.id, jobId), eq(job.organizationId, orgId)),
+    columns: { id: true },
+  })
+  if (!jobRecord) {
+    throw createError({ statusCode: 404, statusMessage: 'Job not found' })
+  }
+
+  // Update each criterion weight
+  await Promise.all(
+    body.weights.map(w =>
+      db.update(scoringCriterion)
+        .set({ weight: w.weight, updatedAt: new Date() })
+        .where(and(
+          eq(scoringCriterion.jobId, jobId),
+          eq(scoringCriterion.organizationId, orgId),
+          eq(scoringCriterion.key, w.key),
+        )),
+    ),
+  )
+
+  // Return updated criteria
+  const criteria = await db.select()
+    .from(scoringCriterion)
+    .where(and(
+      eq(scoringCriterion.jobId, jobId),
+      eq(scoringCriterion.organizationId, orgId),
+    ))
+
+  return { criteria }
+})
diff --git a/server/api/jobs/[id]/criteria/index.post.ts b/server/api/jobs/[id]/criteria/index.post.ts
new file mode 100644
index 00000000..4a33d1c2
--- /dev/null
+++ b/server/api/jobs/[id]/criteria/index.post.ts
@@ -0,0 +1,62 @@
+import { eq, and } from 'drizzle-orm'
+import { scoringCriterion, job } from '../../../../database/schema'
+import { bulkCriteriaSchema } from '../../../../utils/schemas/scoring'
+import { z } from 'zod'
+
+const paramsSchema = z.object({ id: z.string().min(1) })
+
+/**
+ * POST /api/jobs/:id/criteria
+ * Bulk-create scoring criteria for a job. Replaces any existing criteria.
+ */
+export default defineEventHandler(async (event) => {
+  const session = await requirePermission(event, { scoring: ['create'] })
+  const orgId = session.session.activeOrganizationId
+  const { id: jobId } = await getValidatedRouterParams(event, paramsSchema.parse)
+  const body = await readValidatedBody(event, bulkCriteriaSchema.parse)
+
+  // Verify job belongs to org
+  const jobRecord = await db.query.job.findFirst({
+    where: and(eq(job.id, jobId), eq(job.organizationId, orgId)),
+    columns: { id: true },
+  })
+  if (!jobRecord) {
+    throw createError({ statusCode: 404, statusMessage: 'Job not found' })
+  }
+
+  // Delete existing criteria for this job (replace strategy)
+  await db.delete(scoringCriterion)
+    .where(and(
+      eq(scoringCriterion.jobId, jobId),
+      eq(scoringCriterion.organizationId, orgId),
+    ))
+
+  // Insert new criteria
+  const values = body.criteria.map((c, index) => ({
+    organizationId: orgId,
+    jobId,
+    key: c.key,
+    name: c.name,
+    description: c.description ?? null,
+    category: c.category,
+    maxScore: c.maxScore,
+    weight: c.weight,
+    displayOrder: c.displayOrder ?? index,
+  }))
+
+  const created = await db.insert(scoringCriterion)
+    .values(values)
+    .returning()
+
+  recordActivity({
+    organizationId: orgId,
+    actorId: session.user.id,
+    action: 'created',
+    resourceType: 'scoringCriteria',
+    resourceId: jobId,
+    metadata: { count: created.length },
+  })
+
+  setResponseStatus(event, 201)
+  return { criteria: created }
+})
diff --git a/server/database/migrations/0015_closed_william_stryker.sql b/server/database/migrations/0015_closed_william_stryker.sql
new file mode 100644
index 00000000..cd61c47f
--- /dev/null
+++ b/server/database/migrations/0015_closed_william_stryker.sql
@@ -0,0 +1,79 @@
+CREATE TYPE "public"."analysis_run_status" AS ENUM('completed', 'failed', 'partial');--> statement-breakpoint
+CREATE TYPE "public"."criterion_category" AS ENUM('technical', 'experience', 'soft_skills', 'education', 'culture', 'custom');--> statement-breakpoint
+ALTER TYPE "public"."activity_action" ADD VALUE 'scored';--> statement-breakpoint
+CREATE TABLE "ai_config" (
+	"id" text PRIMARY KEY NOT NULL,
+	"organization_id" text NOT NULL,
+	"provider" text DEFAULT 'openai' NOT NULL,
+	"model" text DEFAULT 'gpt-4o-mini' NOT NULL,
+	"api_key_encrypted" text NOT NULL,
+	"base_url" text,
+	"max_tokens" integer DEFAULT 4096 NOT NULL,
+	"created_at" timestamp DEFAULT now() NOT NULL,
+	"updated_at" timestamp DEFAULT now() NOT NULL
+);
+--> statement-breakpoint
+CREATE TABLE "analysis_run" (
+	"id" text PRIMARY KEY NOT NULL,
+	"organization_id" text NOT NULL,
+	"application_id" text NOT NULL,
+	"status" "analysis_run_status" DEFAULT 'completed' NOT NULL,
+	"provider" text NOT NULL,
+	"model" text NOT NULL,
+	"criteria_snapshot" jsonb,
+	"composite_score" integer,
+	"prompt_tokens" integer,
+	"completion_tokens" integer,
+	"raw_response" jsonb,
+	"error_message" text,
+	"scored_by_id" text NOT NULL,
+	"created_at" timestamp DEFAULT now() NOT NULL
+);
+--> statement-breakpoint
+CREATE TABLE "criterion_score" (
+	"id" text PRIMARY KEY NOT NULL,
+	"organization_id" text NOT NULL,
+	"application_id" text NOT NULL,
+	"criterion_key" text NOT NULL,
+	"max_score" integer NOT NULL,
+	"applicant_score" integer NOT NULL,
+	"confidence" integer NOT NULL,
+	"evidence" text NOT NULL,
+	"strengths" jsonb,
+	"gaps" jsonb,
+	"created_at" timestamp DEFAULT now() NOT NULL
+);
+--> statement-breakpoint
+CREATE TABLE "scoring_criterion" (
+	"id" text PRIMARY KEY NOT NULL,
+	"organization_id" text NOT NULL,
+	"job_id" text NOT NULL,
+	"key" text NOT NULL,
+	"name" text NOT NULL,
+	"description" text,
+	"category" "criterion_category" DEFAULT 'custom' NOT NULL,
+	"max_score" integer DEFAULT 10 NOT NULL,
+	"weight" integer DEFAULT 50 NOT NULL,
+	"display_order" integer DEFAULT 0 NOT NULL,
+	"created_at" timestamp DEFAULT now() NOT NULL,
+	"updated_at" timestamp DEFAULT now() NOT NULL
+);
+--> statement-breakpoint
+ALTER TABLE "ai_config" ADD CONSTRAINT "ai_config_organization_id_organization_id_fk" FOREIGN KEY ("organization_id") REFERENCES "public"."organization"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
+ALTER TABLE "analysis_run" ADD CONSTRAINT "analysis_run_organization_id_organization_id_fk" FOREIGN KEY ("organization_id") REFERENCES "public"."organization"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
+ALTER TABLE "analysis_run" ADD CONSTRAINT "analysis_run_application_id_application_id_fk" FOREIGN KEY ("application_id") REFERENCES "public"."application"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
+ALTER TABLE "analysis_run" ADD CONSTRAINT "analysis_run_scored_by_id_user_id_fk" FOREIGN KEY ("scored_by_id") REFERENCES "public"."user"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
+ALTER TABLE "criterion_score" ADD CONSTRAINT "criterion_score_organization_id_organization_id_fk" FOREIGN KEY ("organization_id") REFERENCES "public"."organization"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
+ALTER TABLE "criterion_score" ADD CONSTRAINT "criterion_score_application_id_application_id_fk" FOREIGN KEY ("application_id") REFERENCES "public"."application"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
+ALTER TABLE "scoring_criterion" ADD CONSTRAINT "scoring_criterion_organization_id_organization_id_fk" FOREIGN KEY ("organization_id") REFERENCES "public"."organization"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
+ALTER TABLE "scoring_criterion" ADD CONSTRAINT "scoring_criterion_job_id_job_id_fk" FOREIGN KEY ("job_id") REFERENCES "public"."job"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
+CREATE UNIQUE INDEX "ai_config_organization_id_idx" ON "ai_config" USING btree ("organization_id");--> statement-breakpoint
+CREATE INDEX "analysis_run_organization_id_idx" ON "analysis_run" USING btree ("organization_id");--> statement-breakpoint
+CREATE INDEX "analysis_run_application_id_idx" ON "analysis_run" USING btree ("application_id");--> statement-breakpoint
+CREATE INDEX "analysis_run_created_at_idx" ON "analysis_run" USING btree ("created_at");--> statement-breakpoint
+CREATE INDEX "criterion_score_organization_id_idx" ON "criterion_score" USING btree ("organization_id");--> statement-breakpoint
+CREATE INDEX "criterion_score_application_id_idx" ON "criterion_score" USING btree ("application_id");--> statement-breakpoint
+CREATE UNIQUE INDEX "criterion_score_app_criterion_idx" ON "criterion_score" USING btree ("application_id","criterion_key");--> statement-breakpoint
+CREATE INDEX "scoring_criterion_organization_id_idx" ON "scoring_criterion" USING btree ("organization_id");--> statement-breakpoint
+CREATE INDEX "scoring_criterion_job_id_idx" ON "scoring_criterion" USING btree ("job_id");--> statement-breakpoint
+CREATE UNIQUE INDEX "scoring_criterion_job_key_idx" ON "scoring_criterion" USING btree ("job_id","key");
\ No newline at end of file
diff --git a/server/database/migrations/meta/0015_snapshot.json b/server/database/migrations/meta/0015_snapshot.json
index a011c774..0db9a667 100644
--- a/server/database/migrations/meta/0015_snapshot.json
+++ b/server/database/migrations/meta/0015_snapshot.json
@@ -1,6 +1,6 @@
 {
-  "id": "a7084d77-1232-4856-8bd2-37219ba1e9f3",
-  "prevId": "1d7cc5c7-139f-4bdf-a5d4-e6620d1189f1",
+  "id": "b6eb4402-158c-42e9-8a61-a3e72fe04ff9",
+  "prevId": "a7084d77-1232-4856-8bd2-37219ba1e9f3",
   "version": "7",
   "dialect": "postgresql",
   "tables": {
@@ -827,6 +827,294 @@
       "checkConstraints": {},
       "isRLSEnabled": false
     },
+    "public.ai_config": {
+      "name": "ai_config",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "provider": {
+          "name": "provider",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'openai'"
+        },
+        "model": {
+          "name": "model",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'gpt-4o-mini'"
+        },
+        "api_key_encrypted": {
+          "name": "api_key_encrypted",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "base_url": {
+          "name": "base_url",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "max_tokens": {
+          "name": "max_tokens",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 4096
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "ai_config_organization_id_idx": {
+          "name": "ai_config_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "ai_config_organization_id_organization_id_fk": {
+          "name": "ai_config_organization_id_organization_id_fk",
+          "tableFrom": "ai_config",
+          "tableTo": "organization",
+          "columnsFrom": [
+            "organization_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.analysis_run": {
+      "name": "analysis_run",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "application_id": {
+          "name": "application_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "analysis_run_status",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'completed'"
+        },
+        "provider": {
+          "name": "provider",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "model": {
+          "name": "model",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "criteria_snapshot": {
+          "name": "criteria_snapshot",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "composite_score": {
+          "name": "composite_score",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "prompt_tokens": {
+          "name": "prompt_tokens",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "completion_tokens": {
+          "name": "completion_tokens",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "raw_response": {
+          "name": "raw_response",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "error_message": {
+          "name": "error_message",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "scored_by_id": {
+          "name": "scored_by_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "analysis_run_organization_id_idx": {
+          "name": "analysis_run_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "analysis_run_application_id_idx": {
+          "name": "analysis_run_application_id_idx",
+          "columns": [
+            {
+              "expression": "application_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "analysis_run_created_at_idx": {
+          "name": "analysis_run_created_at_idx",
+          "columns": [
+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "analysis_run_organization_id_organization_id_fk": {
+          "name": "analysis_run_organization_id_organization_id_fk",
+          "tableFrom": "analysis_run",
+          "tableTo": "organization",
+          "columnsFrom": [
+            "organization_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "analysis_run_application_id_application_id_fk": {
+          "name": "analysis_run_application_id_application_id_fk",
+          "tableFrom": "analysis_run",
+          "tableTo": "application",
+          "columnsFrom": [
+            "application_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "analysis_run_scored_by_id_user_id_fk": {
+          "name": "analysis_run_scored_by_id_user_id_fk",
+          "tableFrom": "analysis_run",
+          "tableTo": "user",
+          "columnsFrom": [
+            "scored_by_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
     "public.application": {
       "name": "application",
       "schema": "",
@@ -1239,28 +1527,158 @@
           "name": "candidate_org_email_idx",
           "columns": [
             {
-              "expression": "organization_id",
-              "isExpression": false,
-              "asc": true,
-              "nulls": "last"
-            },
-            {
-              "expression": "email",
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "email",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "candidate_organization_id_organization_id_fk": {
+          "name": "candidate_organization_id_organization_id_fk",
+          "tableFrom": "candidate",
+          "tableTo": "organization",
+          "columnsFrom": [
+            "organization_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.comment": {
+      "name": "comment",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "author_id": {
+          "name": "author_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "target_type": {
+          "name": "target_type",
+          "type": "comment_target",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "target_id": {
+          "name": "target_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "body": {
+          "name": "body",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "comment_organization_id_idx": {
+          "name": "comment_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "comment_target_idx": {
+          "name": "comment_target_idx",
+          "columns": [
+            {
+              "expression": "target_type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "target_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "comment_author_id_idx": {
+          "name": "comment_author_id_idx",
+          "columns": [
+            {
+              "expression": "author_id",
               "isExpression": false,
               "asc": true,
               "nulls": "last"
             }
           ],
-          "isUnique": true,
+          "isUnique": false,
           "concurrently": false,
           "method": "btree",
           "with": {}
         }
       },
       "foreignKeys": {
-        "candidate_organization_id_organization_id_fk": {
-          "name": "candidate_organization_id_organization_id_fk",
-          "tableFrom": "candidate",
+        "comment_organization_id_organization_id_fk": {
+          "name": "comment_organization_id_organization_id_fk",
+          "tableFrom": "comment",
           "tableTo": "organization",
           "columnsFrom": [
             "organization_id"
@@ -1270,6 +1688,19 @@
           ],
           "onDelete": "cascade",
           "onUpdate": "no action"
+        },
+        "comment_author_id_user_id_fk": {
+          "name": "comment_author_id_user_id_fk",
+          "tableFrom": "comment",
+          "tableTo": "user",
+          "columnsFrom": [
+            "author_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
         }
       },
       "compositePrimaryKeys": {},
@@ -1278,8 +1709,8 @@
       "checkConstraints": {},
       "isRLSEnabled": false
     },
-    "public.comment": {
-      "name": "comment",
+    "public.criterion_score": {
+      "name": "criterion_score",
       "schema": "",
       "columns": {
         "id": {
@@ -1294,40 +1725,56 @@
           "primaryKey": false,
           "notNull": true
         },
-        "author_id": {
-          "name": "author_id",
+        "application_id": {
+          "name": "application_id",
           "type": "text",
           "primaryKey": false,
           "notNull": true
         },
-        "target_type": {
-          "name": "target_type",
-          "type": "comment_target",
-          "typeSchema": "public",
+        "criterion_key": {
+          "name": "criterion_key",
+          "type": "text",
           "primaryKey": false,
           "notNull": true
         },
-        "target_id": {
-          "name": "target_id",
-          "type": "text",
+        "max_score": {
+          "name": "max_score",
+          "type": "integer",
           "primaryKey": false,
           "notNull": true
         },
-        "body": {
-          "name": "body",
+        "applicant_score": {
+          "name": "applicant_score",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "confidence": {
+          "name": "confidence",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "evidence": {
+          "name": "evidence",
           "type": "text",
           "primaryKey": false,
           "notNull": true
         },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp",
+        "strengths": {
+          "name": "strengths",
+          "type": "jsonb",
           "primaryKey": false,
-          "notNull": true,
-          "default": "now()"
+          "notNull": false
         },
-        "updated_at": {
-          "name": "updated_at",
+        "gaps": {
+          "name": "gaps",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
           "type": "timestamp",
           "primaryKey": false,
           "notNull": true,
@@ -1335,8 +1782,8 @@
         }
       },
       "indexes": {
-        "comment_organization_id_idx": {
-          "name": "comment_organization_id_idx",
+        "criterion_score_organization_id_idx": {
+          "name": "criterion_score_organization_id_idx",
           "columns": [
             {
               "expression": "organization_id",
@@ -1350,17 +1797,11 @@
           "method": "btree",
           "with": {}
         },
-        "comment_target_idx": {
-          "name": "comment_target_idx",
+        "criterion_score_application_id_idx": {
+          "name": "criterion_score_application_id_idx",
           "columns": [
             {
-              "expression": "target_type",
-              "isExpression": false,
-              "asc": true,
-              "nulls": "last"
-            },
-            {
-              "expression": "target_id",
+              "expression": "application_id",
               "isExpression": false,
               "asc": true,
               "nulls": "last"
@@ -1371,26 +1812,32 @@
           "method": "btree",
           "with": {}
         },
-        "comment_author_id_idx": {
-          "name": "comment_author_id_idx",
+        "criterion_score_app_criterion_idx": {
+          "name": "criterion_score_app_criterion_idx",
           "columns": [
             {
-              "expression": "author_id",
+              "expression": "application_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "criterion_key",
               "isExpression": false,
               "asc": true,
               "nulls": "last"
             }
           ],
-          "isUnique": false,
+          "isUnique": true,
           "concurrently": false,
           "method": "btree",
           "with": {}
         }
       },
       "foreignKeys": {
-        "comment_organization_id_organization_id_fk": {
-          "name": "comment_organization_id_organization_id_fk",
-          "tableFrom": "comment",
+        "criterion_score_organization_id_organization_id_fk": {
+          "name": "criterion_score_organization_id_organization_id_fk",
+          "tableFrom": "criterion_score",
           "tableTo": "organization",
           "columnsFrom": [
             "organization_id"
@@ -1401,12 +1848,12 @@
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
-        "comment_author_id_user_id_fk": {
-          "name": "comment_author_id_user_id_fk",
-          "tableFrom": "comment",
-          "tableTo": "user",
+        "criterion_score_application_id_application_id_fk": {
+          "name": "criterion_score_application_id_application_id_fk",
+          "tableFrom": "criterion_score",
+          "tableTo": "application",
           "columnsFrom": [
-            "author_id"
+            "application_id"
           ],
           "columnsTo": [
             "id"
@@ -2680,6 +3127,177 @@
       "policies": {},
       "checkConstraints": {},
       "isRLSEnabled": false
+    },
+    "public.scoring_criterion": {
+      "name": "scoring_criterion",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "job_id": {
+          "name": "job_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "key": {
+          "name": "key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "description": {
+          "name": "description",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "category": {
+          "name": "category",
+          "type": "criterion_category",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'custom'"
+        },
+        "max_score": {
+          "name": "max_score",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 10
+        },
+        "weight": {
+          "name": "weight",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 50
+        },
+        "display_order": {
+          "name": "display_order",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "scoring_criterion_organization_id_idx": {
+          "name": "scoring_criterion_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "scoring_criterion_job_id_idx": {
+          "name": "scoring_criterion_job_id_idx",
+          "columns": [
+            {
+              "expression": "job_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "scoring_criterion_job_key_idx": {
+          "name": "scoring_criterion_job_key_idx",
+          "columns": [
+            {
+              "expression": "job_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "key",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "scoring_criterion_organization_id_organization_id_fk": {
+          "name": "scoring_criterion_organization_id_organization_id_fk",
+          "tableFrom": "scoring_criterion",
+          "tableTo": "organization",
+          "columnsFrom": [
+            "organization_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "scoring_criterion_job_id_job_id_fk": {
+          "name": "scoring_criterion_job_id_job_id_fk",
+          "tableFrom": "scoring_criterion",
+          "tableTo": "job",
+          "columnsFrom": [
+            "job_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
     }
   },
   "enums": {
@@ -2694,7 +3312,17 @@
         "comment_added",
         "member_invited",
         "member_removed",
-        "member_role_changed"
+        "member_role_changed",
+        "scored"
+      ]
+    },
+    "public.analysis_run_status": {
+      "name": "analysis_run_status",
+      "schema": "public",
+      "values": [
+        "completed",
+        "failed",
+        "partial"
       ]
     },
     "public.application_status": {
@@ -2735,6 +3363,18 @@
         "job"
       ]
     },
+    "public.criterion_category": {
+      "name": "criterion_category",
+      "schema": "public",
+      "values": [
+        "technical",
+        "experience",
+        "soft_skills",
+        "education",
+        "culture",
+        "custom"
+      ]
+    },
     "public.document_type": {
       "name": "document_type",
       "schema": "public",
diff --git a/server/database/migrations/meta/_journal.json b/server/database/migrations/meta/_journal.json
index d6469ccb..7a3caba5 100644
--- a/server/database/migrations/meta/_journal.json
+++ b/server/database/migrations/meta/_journal.json
@@ -106,6 +106,13 @@
       "when": 1773231779768,
       "tag": "0015_married_wallflower",
       "breakpoints": true
+    },
+    {
+      "idx": 15,
+      "version": "7",
+      "when": 1773733547482,
+      "tag": "0015_closed_william_stryker",
+      "breakpoints": true
     }
   ]
 }
\ No newline at end of file
diff --git a/server/database/schema/app.ts b/server/database/schema/app.ts
index 82fe4b8e..cd299ee6 100644
--- a/server/database/schema/app.ts
+++ b/server/database/schema/app.ts
@@ -357,6 +357,19 @@ export const comment = pgTable('comment', {
 export const activityActionEnum = pgEnum('activity_action', [
   'created', 'updated', 'deleted', 'status_changed',
   'comment_added', 'member_invited', 'member_removed', 'member_role_changed',
+  'scored',
+])
+
+// ─────────────────────────────────────────────
+// AI Scoring Enums
+// ─────────────────────────────────────────────
+
+export const criterionCategoryEnum = pgEnum('criterion_category', [
+  'technical', 'experience', 'soft_skills', 'education', 'culture', 'custom',
+])
+
+export const analysisRunStatusEnum = pgEnum('analysis_run_status', [
+  'completed', 'failed', 'partial',
 ])
 
 /**
@@ -379,6 +392,108 @@ export const activityLog = pgTable('activity_log', {
   index('activity_log_created_at_idx').on(t.createdAt),
 ]))
 
+// ─────────────────────────────────────────────
+// AI Configuration & Scoring Tables
+// ─────────────────────────────────────────────
+
+/**
+ * Per-organization AI provider configuration.
+ * API keys are encrypted at rest using AES-256-GCM (same as calendar tokens).
+ * Each org can configure their own provider, model, and API key.
+ */
+export const aiConfig = pgTable('ai_config', {
+  id: text('id').primaryKey().$defaultFn(() => crypto.randomUUID()),
+  organizationId: text('organization_id').notNull().references(() => organization.id, { onDelete: 'cascade' }),
+  provider: text('provider').notNull().default('openai'),
+  model: text('model').notNull().default('gpt-4o-mini'),
+  /** AES-256-GCM encrypted API key — NEVER returned to client */
+  apiKeyEncrypted: text('api_key_encrypted').notNull(),
+  /** Optional base URL override (e.g. for Ollama or custom endpoints) */
+  baseUrl: text('base_url'),
+  maxTokens: integer('max_tokens').notNull().default(4096),
+  createdAt: timestamp('created_at').notNull().defaultNow(),
+  updatedAt: timestamp('updated_at').notNull().defaultNow(),
+}, (t) => ([
+  uniqueIndex('ai_config_organization_id_idx').on(t.organizationId),
+]))
+
+/**
+ * Per-job scoring criteria. Each criterion defines one dimension of evaluation.
+ * Weights are user-adjustable via sliders and used to compute weighted composite scores.
+ */
+export const scoringCriterion = pgTable('scoring_criterion', {
+  id: text('id').primaryKey().$defaultFn(() => crypto.randomUUID()),
+  organizationId: text('organization_id').notNull().references(() => organization.id, { onDelete: 'cascade' }),
+  jobId: text('job_id').notNull().references(() => job.id, { onDelete: 'cascade' }),
+  key: text('key').notNull(),
+  name: text('name').notNull(),
+  description: text('description'),
+  category: criterionCategoryEnum('category').notNull().default('custom'),
+  maxScore: integer('max_score').notNull().default(10),
+  /** Weight from 0–100, used by sliders. Default 50 = neutral. */
+  weight: integer('weight').notNull().default(50),
+  displayOrder: integer('display_order').notNull().default(0),
+  createdAt: timestamp('created_at').notNull().defaultNow(),
+  updatedAt: timestamp('updated_at').notNull().defaultNow(),
+}, (t) => ([
+  index('scoring_criterion_organization_id_idx').on(t.organizationId),
+  index('scoring_criterion_job_id_idx').on(t.jobId),
+  uniqueIndex('scoring_criterion_job_key_idx').on(t.jobId, t.key),
+]))
+
+/**
+ * Individual criterion scores computed by AI for each application.
+ * Stores the raw AI output including evidence and confidence.
+ */
+export const criterionScore = pgTable('criterion_score', {
+  id: text('id').primaryKey().$defaultFn(() => crypto.randomUUID()),
+  organizationId: text('organization_id').notNull().references(() => organization.id, { onDelete: 'cascade' }),
+  applicationId: text('application_id').notNull().references(() => application.id, { onDelete: 'cascade' }),
+  criterionKey: text('criterion_key').notNull(),
+  maxScore: integer('max_score').notNull(),
+  applicantScore: integer('applicant_score').notNull(),
+  /** Confidence from 0 to 100 (%). */
+  confidence: integer('confidence').notNull(),
+  evidence: text('evidence').notNull(),
+  strengths: jsonb('strengths').$type<string[]>(),
+  gaps: jsonb('gaps').$type<string[]>(),
+  createdAt: timestamp('created_at').notNull().defaultNow(),
+}, (t) => ([
+  index('criterion_score_organization_id_idx').on(t.organizationId),
+  index('criterion_score_application_id_idx').on(t.applicationId),
+  uniqueIndex('criterion_score_app_criterion_idx').on(t.applicationId, t.criterionKey),
+]))
+
+/**
+ * Audit trail for each AI scoring run. Captures the rubric snapshot,
+ * model used, token usage, and the raw LLM response for debugging.
+ */
+export const analysisRun = pgTable('analysis_run', {
+  id: text('id').primaryKey().$defaultFn(() => crypto.randomUUID()),
+  organizationId: text('organization_id').notNull().references(() => organization.id, { onDelete: 'cascade' }),
+  applicationId: text('application_id').notNull().references(() => application.id, { onDelete: 'cascade' }),
+  status: analysisRunStatusEnum('status').notNull().default('completed'),
+  /** Provider + model used for this run */
+  provider: text('provider').notNull(),
+  model: text('model').notNull(),
+  /** Snapshot of criteria at score time for audit trail */
+  criteriaSnapshot: jsonb('criteria_snapshot').$type<Record<string, unknown>[]>(),
+  /** Composite weighted score (0–100) */
+  compositeScore: integer('composite_score'),
+  /** Token usage for cost tracking */
+  promptTokens: integer('prompt_tokens'),
+  completionTokens: integer('completion_tokens'),
+  /** Raw LLM response for debugging (sanitized — no PII stored) */
+  rawResponse: jsonb('raw_response'),
+  errorMessage: text('error_message'),
+  scoredById: text('scored_by_id').notNull().references(() => user.id, { onDelete: 'cascade' }),
+  createdAt: timestamp('created_at').notNull().defaultNow(),
+}, (t) => ([
+  index('analysis_run_organization_id_idx').on(t.organizationId),
+  index('analysis_run_application_id_idx').on(t.applicationId),
+  index('analysis_run_created_at_idx').on(t.createdAt),
+]))
+
 // ─────────────────────────────────────────────
 // Relations
 // ─────────────────────────────────────────────
@@ -387,6 +502,7 @@ export const jobRelations = relations(job, ({ one, many }) => ({
   organization: one(organization, { fields: [job.organizationId], references: [organization.id] }),
   applications: many(application),
   questions: many(jobQuestion),
+  scoringCriteria: many(scoringCriterion),
 }))
 
 export const candidateRelations = relations(candidate, ({ one, many }) => ({
@@ -401,6 +517,8 @@ export const applicationRelations = relations(application, ({ one, many }) => ({
   job: one(job, { fields: [application.jobId], references: [job.id] }),
   responses: many(questionResponse),
   interviews: many(interview),
+  criterionScores: many(criterionScore),
+  analysisRuns: many(analysisRun),
 }))
 
 export const documentRelations = relations(document, ({ one }) => ({
@@ -454,3 +572,25 @@ export const emailTemplateRelations = relations(emailTemplate, ({ one }) => ({
 export const calendarIntegrationRelations = relations(calendarIntegration, ({ one }) => ({
   user: one(user, { fields: [calendarIntegration.userId], references: [user.id] }),
 }))
+
+// ─── AI Scoring Relations ──────────────────────────────────────────
+
+export const aiConfigRelations = relations(aiConfig, ({ one }) => ({
+  organization: one(organization, { fields: [aiConfig.organizationId], references: [organization.id] }),
+}))
+
+export const scoringCriterionRelations = relations(scoringCriterion, ({ one }) => ({
+  organization: one(organization, { fields: [scoringCriterion.organizationId], references: [organization.id] }),
+  job: one(job, { fields: [scoringCriterion.jobId], references: [job.id] }),
+}))
+
+export const criterionScoreRelations = relations(criterionScore, ({ one }) => ({
+  organization: one(organization, { fields: [criterionScore.organizationId], references: [organization.id] }),
+  application: one(application, { fields: [criterionScore.applicationId], references: [application.id] }),
+}))
+
+export const analysisRunRelations = relations(analysisRun, ({ one }) => ({
+  organization: one(organization, { fields: [analysisRun.organizationId], references: [organization.id] }),
+  application: one(application, { fields: [analysisRun.applicationId], references: [application.id] }),
+  scoredBy: one(user, { fields: [analysisRun.scoredById], references: [user.id] }),
+}))
diff --git a/server/utils/ai/provider.ts b/server/utils/ai/provider.ts
new file mode 100644
index 00000000..5ab3c34d
--- /dev/null
+++ b/server/utils/ai/provider.ts
@@ -0,0 +1,143 @@
+/**
+ * AI Provider Abstraction Layer
+ *
+ * Supports OpenAI, Anthropic, and custom OpenAI-compatible endpoints.
+ * Credentials are decrypted per-request from the organization's AI config.
+ * Never logs or stores raw API keys — only encrypted values in the database.
+ */
+import { createOpenAI } from '@ai-sdk/openai'
+import { createAnthropic } from '@ai-sdk/anthropic'
+import { createGoogleGenerativeAI } from '@ai-sdk/google'
+import { generateObject } from 'ai'
+import type { z } from 'zod'
+import { decrypt } from '../encryption'
+
+export type SupportedProvider = 'openai' | 'anthropic' | 'google' | 'openai_compatible'
+
+export interface ProviderConfig {
+  provider: SupportedProvider
+  model: string
+  apiKeyEncrypted: string
+  baseUrl?: string | null
+  maxTokens: number
+}
+
+/** Well-known providers with links for obtaining API keys */
+export const PROVIDER_REGISTRY: Record<string, {
+  name: string
+  modelsUrl: string
+  apiKeyUrl: string
+  defaultModel: string
+  models: string[]
+}> = {
+  openai: {
+    name: 'OpenAI',
+    modelsUrl: 'https://platform.openai.com/docs/models',
+    apiKeyUrl: 'https://platform.openai.com/api-keys',
+    defaultModel: 'gpt-4.1-mini',
+    models: ['gpt-4.1', 'gpt-4.1-mini', 'gpt-4.1-nano', 'gpt-4o', 'gpt-4o-mini', 'o3', 'o3-mini', 'o4-mini'],
+  },
+  anthropic: {
+    name: 'Anthropic',
+    modelsUrl: 'https://docs.anthropic.com/en/docs/about-claude/models',
+    apiKeyUrl: 'https://console.anthropic.com/settings/keys',
+    defaultModel: 'claude-sonnet-4-20250514',
+    models: ['claude-sonnet-4-20250514', 'claude-opus-4-20250514', 'claude-3-5-haiku-20241022'],
+  },
+  google: {
+    name: 'Google AI (Gemini)',
+    modelsUrl: 'https://ai.google.dev/gemini-api/docs/models',
+    apiKeyUrl: 'https://aistudio.google.com/apikey',
+    defaultModel: 'gemini-2.5-flash',
+    models: ['gemini-2.5-pro', 'gemini-2.5-flash', 'gemini-2.0-flash', 'gemini-2.0-flash-lite'],
+  },
+  openai_compatible: {
+    name: 'OpenAI Compatible',
+    modelsUrl: '',
+    apiKeyUrl: '',
+    defaultModel: '',
+    models: [],
+  },
+}
+
+/**
+ * Create a language model instance from encrypted config.
+ * Decrypts the API key just-in-time and never persists it in memory beyond the call.
+ */
+function createLanguageModel(config: ProviderConfig) {
+  const secret = env.BETTER_AUTH_SECRET
+  const apiKey = decrypt(config.apiKeyEncrypted, secret)
+
+  if (!apiKey) {
+    throw createError({
+      statusCode: 500,
+      statusMessage: 'Failed to decrypt AI API key. The key may be corrupted.',
+    })
+  }
+
+  switch (config.provider) {
+    case 'openai':
+    case 'openai_compatible': {
+      const openai = createOpenAI({
+        apiKey,
+        ...(config.baseUrl ? { baseURL: config.baseUrl } : {}),
+      })
+      return openai(config.model)
+    }
+    case 'anthropic': {
+      const anthropic = createAnthropic({
+        apiKey,
+        ...(config.baseUrl ? { baseURL: config.baseUrl } : {}),
+      })
+      return anthropic(config.model)
+    }
+    case 'google': {
+      const google = createGoogleGenerativeAI({
+        apiKey,
+        ...(config.baseUrl ? { baseURL: config.baseUrl } : {}),
+      })
+      return google(config.model)
+    }
+    default:
+      throw createError({
+        statusCode: 400,
+        statusMessage: `Unsupported AI provider: ${config.provider}`,
+      })
+  }
+}
+
+/**
+ * Generate a structured JSON response from the AI provider.
+ * Uses Vercel AI SDK's `generateObject` for reliable schema-conformant output.
+ */
+export async function generateStructuredOutput<T>(
+  config: ProviderConfig,
+  options: {
+    system: string
+    prompt: string
+    schema: z.ZodType<T>
+    schemaName: string
+    schemaDescription?: string
+  },
+): Promise<{ object: T; usage: { promptTokens: number; completionTokens: number } }> {
+  const model = createLanguageModel(config)
+
+  const result = await generateObject({
+    model,
+    system: options.system,
+    prompt: options.prompt,
+    schema: options.schema,
+    schemaName: options.schemaName,
+    schemaDescription: options.schemaDescription,
+    maxTokens: config.maxTokens,
+    temperature: 0.1,
+  })
+
+  return {
+    object: result.object,
+    usage: {
+      promptTokens: result.usage.inputTokens ?? 0,
+      completionTokens: result.usage.outputTokens ?? 0,
+    },
+  }
+}
diff --git a/server/utils/ai/scoring.ts b/server/utils/ai/scoring.ts
new file mode 100644
index 00000000..15f15c18
--- /dev/null
+++ b/server/utils/ai/scoring.ts
@@ -0,0 +1,291 @@
+/**
+ * AI Scoring Engine
+ *
+ * Evaluates candidates against job-specific scoring criteria using LLMs.
+ * Produces structured, evidence-based scores with confidence ratings.
+ */
+import { z } from 'zod'
+import { generateStructuredOutput, type ProviderConfig } from './provider'
+
+// ─── Scoring Output Schema ────────────────────────────────────────
+
+/** Schema for a single criterion evaluation from the LLM */
+const criterionEvaluationSchema = z.object({
+  criterionKey: z.string(),
+  maxScore: z.number().int().min(0),
+  applicantScore: z.number().int().min(0),
+  confidence: z.number().min(0).max(100).int(),
+  evidence: z.string(),
+  strengths: z.array(z.string()),
+  gaps: z.array(z.string()),
+})
+
+/** Full scoring response from the LLM */
+const scoringResponseSchema = z.object({
+  evaluations: z.array(criterionEvaluationSchema),
+  summary: z.string(),
+})
+
+export type CriterionEvaluation = z.infer<typeof criterionEvaluationSchema>
+export type ScoringResponse = z.infer<typeof scoringResponseSchema>
+
+// ─── Criterion Definition ─────────────────────────────────────────
+
+export interface CriterionDefinition {
+  key: string
+  name: string
+  description: string | null
+  category: string
+  maxScore: number
+  weight: number
+}
+
+// ─── Pre-made Criteria Templates ──────────────────────────────────
+
+export const PREMADE_CRITERIA: Record<string, CriterionDefinition[]> = {
+  standard: [
+    {
+      key: 'technical_skills',
+      name: 'Technical Skills',
+      description: 'Evaluate the candidate\'s technical competencies, tools, programming languages, and frameworks mentioned in their resume against the job requirements.',
+      category: 'technical',
+      maxScore: 10,
+      weight: 50,
+    },
+    {
+      key: 'relevant_experience',
+      name: 'Relevant Experience',
+      description: 'Assess years and quality of experience directly relevant to the role. Consider industry, company size, and scope of responsibilities.',
+      category: 'experience',
+      maxScore: 10,
+      weight: 50,
+    },
+    {
+      key: 'education_fit',
+      name: 'Education & Certifications',
+      description: 'Evaluate educational background and professional certifications relevant to the position requirements.',
+      category: 'education',
+      maxScore: 10,
+      weight: 30,
+    },
+  ],
+  technical: [
+    {
+      key: 'core_tech_stack',
+      name: 'Core Tech Stack Match',
+      description: 'How well the candidate\'s technical skills match the primary technologies required for this role.',
+      category: 'technical',
+      maxScore: 10,
+      weight: 70,
+    },
+    {
+      key: 'system_design',
+      name: 'System Design & Architecture',
+      description: 'Evidence of system design experience, scalability thinking, and architectural decision-making.',
+      category: 'technical',
+      maxScore: 10,
+      weight: 50,
+    },
+    {
+      key: 'engineering_practices',
+      name: 'Engineering Practices',
+      description: 'Testing, CI/CD, code review, documentation, and software development lifecycle experience.',
+      category: 'technical',
+      maxScore: 10,
+      weight: 40,
+    },
+    {
+      key: 'relevant_experience',
+      name: 'Relevant Experience',
+      description: 'Years and depth of experience in similar roles, projects, or domains.',
+      category: 'experience',
+      maxScore: 10,
+      weight: 50,
+    },
+    {
+      key: 'leadership_collab',
+      name: 'Leadership & Collaboration',
+      description: 'Evidence of mentoring, tech leadership, cross-team collaboration, and communication skills.',
+      category: 'soft_skills',
+      maxScore: 10,
+      weight: 30,
+    },
+  ],
+  non_technical: [
+    {
+      key: 'relevant_experience',
+      name: 'Relevant Experience',
+      description: 'Depth and breadth of experience directly applicable to the role responsibilities.',
+      category: 'experience',
+      maxScore: 10,
+      weight: 60,
+    },
+    {
+      key: 'communication',
+      name: 'Communication Skills',
+      description: 'Evidence of written and verbal communication ability from resume quality, cover letter, and described accomplishments.',
+      category: 'soft_skills',
+      maxScore: 10,
+      weight: 50,
+    },
+    {
+      key: 'domain_knowledge',
+      name: 'Domain Knowledge',
+      description: 'Relevant industry or domain expertise that demonstrates understanding of the business context.',
+      category: 'experience',
+      maxScore: 10,
+      weight: 40,
+    },
+    {
+      key: 'education_fit',
+      name: 'Education & Certifications',
+      description: 'Educational background and certifications relevant to the position.',
+      category: 'education',
+      maxScore: 10,
+      weight: 30,
+    },
+    {
+      key: 'culture_fit',
+      name: 'Culture & Values Alignment',
+      description: 'Indicators of alignment with company values, work style, and team culture based on career trajectory and interests.',
+      category: 'culture',
+      maxScore: 10,
+      weight: 30,
+    },
+  ],
+}
+
+// ─── Rubric Generation from Job Description ───────────────────────
+
+const generatedCriteriaSchema = z.object({
+  criteria: z.array(z.object({
+    key: z.string(),
+    name: z.string(),
+    description: z.string(),
+    category: z.enum(['technical', 'experience', 'soft_skills', 'education', 'culture', 'custom']),
+    maxScore: z.literal(10),
+    suggestedWeight: z.number().int().min(10).max(100),
+  })),
+})
+
+/**
+ * Use AI to generate scoring criteria from a job description.
+ * Returns 4–6 criteria tailored to the specific role.
+ */
+export async function generateCriteriaFromDescription(
+  config: ProviderConfig,
+  jobTitle: string,
+  jobDescription: string,
+): Promise<CriterionDefinition[]> {
+  const result = await generateStructuredOutput(config, {
+    system: `You are an expert HR analyst specializing in creating objective, unbiased candidate evaluation criteria.
+Your task is to analyze a job description and create 4–6 measurable scoring criteria.
+
+Rules:
+- Each criterion must be specific and measurable from a resume/CV
+- Avoid criteria that could introduce bias (age, gender, ethnicity, disability)
+- Focus on skills, experience, and qualifications that are directly relevant to the role
+- Use clear, professional language
+- Each key must be unique, lowercase, and use underscores (e.g. "react_expertise")
+- Set suggestedWeight higher for more critical criteria (10–100 scale)`,
+    prompt: `Job Title: ${jobTitle}\n\nJob Description:\n${jobDescription}`,
+    schema: generatedCriteriaSchema,
+    schemaName: 'GeneratedCriteria',
+    schemaDescription: 'Scoring criteria generated from job description',
+  })
+
+  return result.object.criteria.map((c, i) => ({
+    key: c.key,
+    name: c.name,
+    description: c.description,
+    category: c.category,
+    maxScore: c.maxScore,
+    weight: c.suggestedWeight,
+  }))
+}
+
+// ─── Score Application ────────────────────────────────────────────
+
+/**
+ * Score a single application against the job's scoring criteria.
+ * Returns structured evaluations for each criterion.
+ */
+export async function scoreApplication(
+  config: ProviderConfig,
+  params: {
+    jobTitle: string
+    jobDescription: string
+    criteria: CriterionDefinition[]
+    resumeText: string
+    coverLetterText?: string | null
+    applicationNotes?: string | null
+  },
+): Promise<{ scoring: ScoringResponse; usage: { promptTokens: number; completionTokens: number } }> {
+  const criteriaBlock = params.criteria
+    .map((c, i) => `${i + 1}. **${c.name}** (key: "${c.key}", max: ${c.maxScore})\n   ${c.description ?? 'No description provided.'}`)
+    .join('\n\n')
+
+  const candidateInfo = [
+    `RESUME:\n${params.resumeText}`,
+    params.coverLetterText ? `\nCOVER LETTER:\n${params.coverLetterText}` : '',
+    params.applicationNotes ? `\nAPPLICATION NOTES:\n${params.applicationNotes}` : '',
+  ].filter(Boolean).join('\n')
+
+  const result = await generateStructuredOutput(config, {
+    system: `You are an expert, unbiased candidate evaluator for an applicant tracking system.
+Your task is to objectively evaluate a candidate against specific scoring criteria for a job.
+
+IMPORTANT RULES:
+- Score ONLY based on evidence found in the provided materials (resume, cover letter, notes)
+- If information for a criterion is missing, give a low score and note it in gaps
+- Be fair and consistent — avoid bias based on name, gender, age, or background
+- Confidence reflects how much relevant information was available (0–100)
+- Evidence must cite specific details from the candidate's materials
+- Each strength and gap must be a single, specific statement
+- applicantScore must not exceed maxScore for each criterion
+- Provide a brief summary of the overall evaluation`,
+    prompt: `JOB TITLE: ${params.jobTitle}
+
+JOB DESCRIPTION:
+${params.jobDescription}
+
+SCORING CRITERIA:
+${criteriaBlock}
+
+CANDIDATE MATERIALS:
+${candidateInfo}
+
+Evaluate this candidate against each criterion. Return your evaluation.`,
+    schema: scoringResponseSchema,
+    schemaName: 'CandidateScoring',
+    schemaDescription: 'Structured candidate evaluation with per-criterion scores',
+  })
+
+  return {
+    scoring: result.object,
+    usage: result.usage,
+  }
+}
+
+/**
+ * Compute a weighted composite score (0–100) from individual criterion scores.
+ */
+export function computeCompositeScore(
+  criteria: CriterionDefinition[],
+  evaluations: CriterionEvaluation[],
+): number {
+  let totalWeightedScore = 0
+  let totalWeight = 0
+
+  for (const criterion of criteria) {
+    const evaluation = evaluations.find(e => e.criterionKey === criterion.key)
+    if (!evaluation) continue
+
+    const normalizedScore = (evaluation.applicantScore / evaluation.maxScore) * 100
+    totalWeightedScore += normalizedScore * criterion.weight
+    totalWeight += criterion.weight
+  }
+
+  if (totalWeight === 0) return 0
+  return Math.round(totalWeightedScore / totalWeight)
+}
diff --git a/server/utils/schemas/scoring.ts b/server/utils/schemas/scoring.ts
new file mode 100644
index 00000000..b424f6f1
--- /dev/null
+++ b/server/utils/schemas/scoring.ts
@@ -0,0 +1,61 @@
+import { z } from 'zod'
+
+// ─── AI Config Schemas ────────────────────────────────────────────
+
+export const createAiConfigSchema = z.object({
+  provider: z.enum(['openai', 'anthropic', 'google', 'openai_compatible']),
+  model: z.string().min(1).max(200),
+  apiKey: z.string().min(1).max(500).optional(),
+  baseUrl: z.string().url().max(500).nullish(),
+  maxTokens: z.number().int().min(256).max(32768).optional().default(4096),
+})
+
+export const updateAiConfigSchema = z.object({
+  provider: z.enum(['openai', 'anthropic', 'google', 'openai_compatible']).optional(),
+  model: z.string().min(1).max(200).optional(),
+  apiKey: z.string().min(1).max(500).optional(),
+  baseUrl: z.string().url().max(500).nullish(),
+  maxTokens: z.number().int().min(256).max(32768).optional(),
+})
+
+// ─── Scoring Criterion Schemas ────────────────────────────────────
+
+const criterionCategoryValues = ['technical', 'experience', 'soft_skills', 'education', 'culture', 'custom'] as const
+
+export const createCriterionSchema = z.object({
+  key: z.string()
+    .min(1).max(100)
+    .regex(/^[a-z][a-z0-9_]*$/, 'Key must be lowercase alphanumeric with underscores, starting with a letter'),
+  name: z.string().min(1).max(200),
+  description: z.string().max(1000).nullish(),
+  category: z.enum(criterionCategoryValues).optional().default('custom'),
+  maxScore: z.number().int().min(1).max(100).optional().default(10),
+  weight: z.number().int().min(0).max(100).optional().default(50),
+  displayOrder: z.number().int().min(0).optional().default(0),
+})
+
+export const updateCriterionSchema = z.object({
+  name: z.string().min(1).max(200).optional(),
+  description: z.string().max(1000).nullish(),
+  category: z.enum(criterionCategoryValues).optional(),
+  maxScore: z.number().int().min(1).max(100).optional(),
+  weight: z.number().int().min(0).max(100).optional(),
+  displayOrder: z.number().int().min(0).optional(),
+})
+
+export const bulkCriteriaSchema = z.object({
+  criteria: z.array(createCriterionSchema).min(1).max(20),
+})
+
+export const updateWeightsSchema = z.object({
+  weights: z.array(z.object({
+    key: z.string().min(1).max(100),
+    weight: z.number().int().min(0).max(100),
+  })).min(1).max(20),
+})
+
+// ─── Generate Criteria Schema ─────────────────────────────────────
+
+export const generateCriteriaSchema = z.object({
+  template: z.enum(['standard', 'technical', 'non_technical']).optional(),
+})
diff --git a/shared/permissions.ts b/shared/permissions.ts
index 37a788b6..438578a2 100644
--- a/shared/permissions.ts
+++ b/shared/permissions.ts
@@ -36,6 +36,7 @@ const atsStatements = {
   interview: ['create', 'read', 'update', 'delete'],
   emailTemplate: ['create', 'read', 'update', 'delete'],
   activityLog: ['read'],
+  scoring: ['create', 'read', 'update', 'delete'],
 } as const
 
 // ─── Merged statement (Better Auth defaults + ATS resources) ───────
@@ -63,6 +64,7 @@ export const owner = ac.newRole({
   interview: ['create', 'read', 'update', 'delete'],
   emailTemplate: ['create', 'read', 'update', 'delete'],
   activityLog: ['read'],
+  scoring: ['create', 'read', 'update', 'delete'],
 })
 
 export const admin = ac.newRole({
@@ -75,6 +77,7 @@ export const admin = ac.newRole({
   interview: ['create', 'read', 'update', 'delete'],
   emailTemplate: ['create', 'read', 'update', 'delete'],
   activityLog: ['read'],
+  scoring: ['create', 'read', 'update', 'delete'],
 })
 
 export const member = ac.newRole({
@@ -87,4 +90,5 @@ export const member = ac.newRole({
   interview: ['create', 'read', 'update'],
   emailTemplate: ['create', 'read', 'update'],
   activityLog: ['read'],
+  scoring: ['create', 'read'],
 })

From 5222980ea02aa92fa44b048157717bc23c3e370a Mon Sep 17 00:00:00 2001
From: Joachim <joachim.l.kolle.pers@gmail.com>
Date: Tue, 17 Mar 2026 10:29:34 +0100
Subject: [PATCH 02/10] feat: implement autoScoreApplication for AI-driven
 application scoring

- Added a new utility function `autoScoreApplication` to handle AI scoring for job applications.
- The function retrieves application details, AI configuration, and scoring criteria.
- It processes the candidate's resume and job description to generate scores using an AI provider.
- Handles errors gracefully and logs analysis runs for both successful and failed scoring attempts.
- Updates application scores and records activity for auditing purposes.
---
 app/components/AppToasts.vue                  |  139 +
 app/components/CandidateDetailSidebar.vue     |    9 +-
 app/composables/useJobs.ts                    |    1 +
 app/composables/usePermission.ts              |    5 +-
 app/composables/useToast.ts                   |   94 +
 app/layouts/dashboard.vue                     |    1 +
 app/pages/dashboard/applications/[id].vue     |    5 +-
 app/pages/dashboard/candidates/[id].vue       |    9 +-
 app/pages/dashboard/interviews/[id].vue       |    7 +-
 app/pages/dashboard/interviews/index.vue      |    5 +-
 .../dashboard/jobs/[id]/application-form.vue  |    2 +-
 app/pages/dashboard/jobs/[id]/index.vue       |   90 +-
 app/pages/dashboard/jobs/new.vue              |   80 +-
 app/pages/dashboard/settings/ai.vue           |   54 +-
 server/api/jobs/[id].get.ts                   |    1 +
 server/api/jobs/[id].patch.ts                 |    1 +
 server/api/jobs/index.post.ts                 |    2 +
 server/api/public/jobs/[slug]/apply.post.ts   |   13 +-
 .../database/migrations/0016_first_spyke.sql  |    2 +
 .../migrations/meta/0016_snapshot.json        | 3471 +++++++++++++++++
 server/database/migrations/meta/_journal.json |    7 +
 server/database/schema/app.ts                 |    4 +-
 server/utils/ai/autoScore.ts                  |  143 +
 server/utils/ai/scoring.ts                    |    2 +-
 server/utils/schemas/job.ts                   |    3 +
 25 files changed, 4053 insertions(+), 97 deletions(-)
 create mode 100644 app/components/AppToasts.vue
 create mode 100644 app/composables/useToast.ts
 create mode 100644 server/database/migrations/0016_first_spyke.sql
 create mode 100644 server/database/migrations/meta/0016_snapshot.json
 create mode 100644 server/utils/ai/autoScore.ts

diff --git a/app/components/AppToasts.vue b/app/components/AppToasts.vue
new file mode 100644
index 00000000..d078b63e
--- /dev/null
+++ b/app/components/AppToasts.vue
@@ -0,0 +1,139 @@
+<script setup lang="ts">
+import { X, AlertTriangle, CheckCircle, Info, AlertCircle, ExternalLink, ChevronDown } from 'lucide-vue-next'
+import type { Toast } from '~/composables/useToast'
+
+const { toasts, remove } = useToast()
+
+const expandedToasts = ref(new Set<string>())
+
+function toggleDetails(id: string) {
+  if (expandedToasts.value.has(id)) {
+    expandedToasts.value.delete(id)
+  } else {
+    expandedToasts.value.add(id)
+  }
+}
+
+const typeConfig: Record<string, { icon: typeof AlertTriangle; containerClass: string; iconClass: string; accentClass: string }> = {
+  error: {
+    icon: AlertCircle,
+    containerClass: 'border-danger-200/60 dark:border-danger-800/60 bg-white dark:bg-surface-900 ring-1 ring-danger-100 dark:ring-danger-900/30',
+    iconClass: 'text-danger-500',
+    accentClass: 'bg-danger-500',
+  },
+  success: {
+    icon: CheckCircle,
+    containerClass: 'border-success-200/60 dark:border-success-800/60 bg-white dark:bg-surface-900 ring-1 ring-success-100 dark:ring-success-900/30',
+    iconClass: 'text-success-500',
+    accentClass: 'bg-success-500',
+  },
+  warning: {
+    icon: AlertTriangle,
+    containerClass: 'border-warning-200/60 dark:border-warning-800/60 bg-white dark:bg-surface-900 ring-1 ring-warning-100 dark:ring-warning-900/30',
+    iconClass: 'text-warning-500',
+    accentClass: 'bg-warning-500',
+  },
+  info: {
+    icon: Info,
+    containerClass: 'border-brand-200/60 dark:border-brand-800/60 bg-white dark:bg-surface-900 ring-1 ring-brand-100 dark:ring-brand-900/30',
+    iconClass: 'text-brand-500',
+    accentClass: 'bg-brand-500',
+  },
+}
+
+function getConfig(type: string) {
+  return typeConfig[type] ?? typeConfig.info!
+}
+</script>
+
+<template>
+  <Teleport to="body">
+    <div
+      class="fixed bottom-4 right-4 z-[100] flex flex-col-reverse gap-3 max-w-md w-full pointer-events-none"
+      aria-live="polite"
+    >
+      <TransitionGroup
+        enter-active-class="transition-all duration-300 ease-out"
+        leave-active-class="transition-all duration-200 ease-in"
+        enter-from-class="opacity-0 translate-y-3 scale-95"
+        enter-to-class="opacity-100 translate-y-0 scale-100"
+        leave-from-class="opacity-100 translate-y-0 scale-100"
+        leave-to-class="opacity-0 translate-y-3 scale-95"
+      >
+        <div
+          v-for="toast in toasts"
+          :key="toast.id"
+          class="pointer-events-auto rounded-xl border shadow-xl overflow-hidden backdrop-blur-sm"
+          :class="getConfig(toast.type).containerClass"
+        >
+          <!-- Accent bar -->
+          <div class="h-0.5" :class="getConfig(toast.type).accentClass" />
+
+          <div class="p-4">
+            <div class="flex items-start gap-3">
+              <div class="flex items-center justify-center size-8 rounded-lg bg-surface-50 dark:bg-surface-800 shrink-0">
+                <component
+                  :is="getConfig(toast.type).icon"
+                  class="size-4"
+                  :class="getConfig(toast.type).iconClass"
+                />
+              </div>
+              <div class="flex-1 min-w-0">
+                <p class="text-sm font-semibold text-surface-900 dark:text-surface-100 leading-snug">
+                  {{ toast.title }}
+                </p>
+                <p
+                  v-if="toast.message"
+                  class="mt-1 text-xs text-surface-500 dark:text-surface-400 leading-relaxed"
+                >
+                  {{ toast.message }}
+                </p>
+
+                <!-- Expandable details toggle -->
+                <button
+                  v-if="toast.details"
+                  type="button"
+                  class="mt-2 inline-flex items-center gap-1 text-xs font-medium text-surface-500 dark:text-surface-400 hover:text-surface-700 dark:hover:text-surface-200 transition-colors"
+                  @click="toggleDetails(toast.id)"
+                >
+                  <ChevronDown
+                    class="size-3.5 transition-transform duration-200"
+                    :class="{ 'rotate-180': expandedToasts.has(toast.id) }"
+                  />
+                  {{ expandedToasts.has(toast.id) ? 'Hide details' : 'Show details' }}
+                </button>
+
+                <!-- Expanded details -->
+                <div
+                  v-if="toast.details && expandedToasts.has(toast.id)"
+                  class="mt-2 rounded-lg bg-surface-50 dark:bg-surface-800/80 border border-surface-200 dark:border-surface-700 p-2.5 text-[11px] font-mono text-surface-600 dark:text-surface-400 leading-relaxed break-all max-h-40 overflow-y-auto"
+                >
+                  {{ toast.details }}
+                </div>
+
+                <div v-if="toast.link" class="mt-2.5">
+                  <a
+                    :href="toast.link.href"
+                    target="_blank"
+                    rel="noopener noreferrer"
+                    class="inline-flex items-center gap-1 text-xs font-medium text-brand-600 dark:text-brand-400 hover:text-brand-700 dark:hover:text-brand-300 transition-colors"
+                  >
+                    {{ toast.link.label }}
+                    <ExternalLink class="size-3" />
+                  </a>
+                </div>
+              </div>
+              <button
+                type="button"
+                class="shrink-0 rounded-lg p-1 text-surface-400 hover:text-surface-600 dark:hover:text-surface-200 hover:bg-surface-100 dark:hover:bg-surface-800 transition-colors"
+                @click="remove(toast.id)"
+              >
+                <X class="size-4" />
+              </button>
+            </div>
+          </div>
+        </div>
+      </TransitionGroup>
+    </div>
+  </Teleport>
+</template>
diff --git a/app/components/CandidateDetailSidebar.vue b/app/components/CandidateDetailSidebar.vue
index 6bb42df7..33e8e1be 100644
--- a/app/components/CandidateDetailSidebar.vue
+++ b/app/components/CandidateDetailSidebar.vue
@@ -17,6 +17,7 @@ const emit = defineEmits<{
 }>()
 
 const { handlePreviewReadOnlyError } = usePreviewReadOnly()
+const toast = useToast()
 
 // Detect if the job sub-nav bar is visible (adds 40px / 2.5rem)
 const route = useRoute()
@@ -120,7 +121,7 @@ async function handleTransition(newStatus: string) {
     emit('updated')
   } catch (err: any) {
     if (handlePreviewReadOnlyError(err)) return
-    alert(err.data?.statusMessage ?? 'Failed to update status')
+    toast.error('Failed to update status', { message: err.data?.statusMessage, statusCode: err.data?.statusCode })
   } finally {
     isTransitioning.value = false
   }
@@ -151,7 +152,7 @@ async function saveNotes() {
     isEditingNotes.value = false
   } catch (err: any) {
     if (handlePreviewReadOnlyError(err)) return
-    alert(err.data?.statusMessage ?? 'Failed to save notes')
+    toast.error('Failed to save notes', { message: err.data?.statusMessage, statusCode: err.data?.statusCode })
   } finally {
     isSavingNotes.value = false
   }
@@ -242,7 +243,7 @@ async function handleDownload(docId: string) {
   try {
     await downloadDocument(docId)
   } catch {
-    alert('Failed to download document')
+    toast.error('Failed to download document')
   }
 }
 
@@ -255,7 +256,7 @@ async function handleDeleteDoc(docId: string) {
     showDocDeleteConfirm.value = null
   } catch (err: any) {
     if (handlePreviewReadOnlyError(err)) return
-    alert(err.data?.statusMessage ?? 'Failed to delete document')
+    toast.error('Failed to delete document', { message: err.data?.statusMessage, statusCode: err.data?.statusCode })
   } finally {
     isDeletingDoc.value = false
   }
diff --git a/app/composables/useJobs.ts b/app/composables/useJobs.ts
index 08120123..b94af842 100644
--- a/app/composables/useJobs.ts
+++ b/app/composables/useJobs.ts
@@ -30,6 +30,7 @@ export function useJobs(options?: {
     type?: 'full_time' | 'part_time' | 'contract' | 'internship'
     requireResume?: boolean
     requireCoverLetter?: boolean
+    autoScoreOnApply?: boolean
   }) {
     try {
       const created = await $fetch('/api/jobs', {
diff --git a/app/composables/usePermission.ts b/app/composables/usePermission.ts
index f3bf9fd3..a7eced7a 100644
--- a/app/composables/usePermission.ts
+++ b/app/composables/usePermission.ts
@@ -38,6 +38,7 @@ type PermissionRequest = {
  */
 export function usePermission(permissions: PermissionRequest) {
   const role = ref<string | null>(null)
+  const isLoading = ref(true)
 
   // Fetch the active member's role and re-fetch when org changes
   const activeOrgState = authClient.useActiveOrganization()
@@ -45,11 +46,13 @@ export function usePermission(permissions: PermissionRequest) {
   async function fetchRole() {
     // Reset immediately to avoid stale role from previous org (race condition)
     role.value = null
+    isLoading.value = true
 
     const { data, error } = await authClient.organization.getActiveMemberRole()
     if (!error) {
       role.value = data?.role ?? null
     }
+    isLoading.value = false
   }
 
   // Only fetch on the client — during SSR there is no window.location,
@@ -72,5 +75,5 @@ export function usePermission(permissions: PermissionRequest) {
     })
   })
 
-  return { allowed, role: readonly(role) }
+  return { allowed, role: readonly(role), isLoading: readonly(isLoading) }
 }
diff --git a/app/composables/useToast.ts b/app/composables/useToast.ts
new file mode 100644
index 00000000..25009bc0
--- /dev/null
+++ b/app/composables/useToast.ts
@@ -0,0 +1,94 @@
+import type { PostHog } from 'posthog-js'
+
+export type ToastType = 'error' | 'success' | 'warning' | 'info'
+
+export interface Toast {
+  id: string
+  type: ToastType
+  title: string
+  message?: string
+  details?: string
+  link?: { label: string; href: string }
+  duration?: number
+}
+
+const GITHUB_ISSUES_URL = 'https://github.com/reqcore-inc/reqcore/issues/new'
+
+function getPostHog(): PostHog | undefined {
+  try {
+    const $ph = (useNuxtApp() as Record<string, unknown>).$posthog as (() => PostHog) | undefined
+    return $ph?.()
+  } catch {
+    return undefined
+  }
+}
+
+let counter = 0
+
+export function useToast() {
+  const toasts = useState<Toast[]>('app-toasts', () => [])
+
+  function add(toast: Omit<Toast, 'id'>) {
+    const id = `toast-${++counter}-${Date.now()}`
+    const entry: Toast = { id, ...toast }
+    toasts.value.push(entry)
+
+    const duration = toast.duration ?? (toast.type === 'error' ? 8000 : 4000)
+    if (duration > 0) {
+      setTimeout(() => remove(id), duration)
+    }
+
+    return id
+  }
+
+  function remove(id: string) {
+    toasts.value = toasts.value.filter(t => t.id !== id)
+  }
+
+  function clear() {
+    toasts.value = []
+  }
+
+  /**
+   * Show an error toast with a link to report the issue on GitHub.
+   * Also tracks the error in PostHog if the user has consented.
+   */
+  function error(title: string, opts?: { message?: string; details?: string; statusCode?: number; path?: string }) {
+    if (import.meta.client) {
+      const ph = getPostHog()
+      if (ph?.has_opted_in_capturing()) {
+        ph.capture('app_error', {
+          error_title: title,
+          error_message: opts?.message,
+          error_status_code: opts?.statusCode,
+          path: opts?.path ?? window.location.pathname,
+        })
+      }
+    }
+
+    return add({
+      type: 'error',
+      title,
+      message: opts?.message,
+      details: opts?.details,
+      link: {
+        label: 'Report issue',
+        href: GITHUB_ISSUES_URL,
+      },
+    })
+  }
+
+  function success(title: string, message?: string) {
+    return add({ type: 'success', title, message })
+  }
+
+  function warning(title: string, message?: string) {
+    return add({ type: 'warning', title, message })
+  }
+
+  function info(title: string, message?: string) {
+    return add({ type: 'info', title, message })
+  }
+
+  return { toasts: readonly(toasts), add, remove, clear, error, success, warning, info }
+}
diff --git a/app/layouts/dashboard.vue b/app/layouts/dashboard.vue
index 53d50fe0..2033d59e 100644
--- a/app/layouts/dashboard.vue
+++ b/app/layouts/dashboard.vue
@@ -17,6 +17,7 @@ const isDemo = computed(() => {
 <template>
   <div class="flex min-h-screen flex-col bg-surface-50 dark:bg-surface-950">
     <AppTopBar />
+    <AppToasts />
     <PreviewUpsellModal v-if="isUpsellOpen" @close="closeUpsell" />
     <main class="flex-1 px-4 py-6 sm:px-6 lg:px-8 lg:py-8">
       <!-- Demo mode banner -->
diff --git a/app/pages/dashboard/applications/[id].vue b/app/pages/dashboard/applications/[id].vue
index 1c48a7e2..208fded1 100644
--- a/app/pages/dashboard/applications/[id].vue
+++ b/app/pages/dashboard/applications/[id].vue
@@ -10,6 +10,7 @@ definePageMeta({
 const route = useRoute()
 const applicationId = route.params.id as string
 const { handlePreviewReadOnlyError } = usePreviewReadOnly()
+const toast = useToast()
 
 const { application, status: fetchStatus, error, updateApplication } = useApplication(applicationId)
 
@@ -67,7 +68,7 @@ async function handleTransition(newStatus: string) {
     await updateApplication({ status: newStatus as any })
   } catch (err: any) {
     if (handlePreviewReadOnlyError(err)) return
-    alert(err.data?.statusMessage ?? 'Failed to update status')
+    toast.error('Failed to update status', { message: err.data?.statusMessage, statusCode: err.data?.statusCode })
   } finally {
     isTransitioning.value = false
   }
@@ -93,7 +94,7 @@ async function saveNotes() {
     isEditingNotes.value = false
   } catch (err: any) {
     if (handlePreviewReadOnlyError(err)) return
-    alert(err.data?.statusMessage ?? 'Failed to save notes')
+    toast.error('Failed to save notes', { message: err.data?.statusMessage, statusCode: err.data?.statusCode })
   } finally {
     isSavingNotes.value = false
   }
diff --git a/app/pages/dashboard/candidates/[id].vue b/app/pages/dashboard/candidates/[id].vue
index 6e62e5d8..2d22a021 100644
--- a/app/pages/dashboard/candidates/[id].vue
+++ b/app/pages/dashboard/candidates/[id].vue
@@ -11,6 +11,7 @@ definePageMeta({
 const route = useRoute()
 const candidateId = route.params.id as string
 const { handlePreviewReadOnlyError } = usePreviewReadOnly()
+const toast = useToast()
 
 const { candidate, status: fetchStatus, error, refresh, updateCandidate, deleteCandidate } = useCandidate(candidateId)
 
@@ -93,7 +94,7 @@ async function handleSave() {
     if (err.statusCode === 409 || err.data?.statusCode === 409) {
       editErrors.value.email = message
     } else {
-      alert(message)
+      toast.error(message, { message, statusCode: err.statusCode ?? err.data?.statusCode })
     }
   } finally {
     isSaving.value = false
@@ -113,7 +114,7 @@ async function handleDelete() {
     await deleteCandidate()
   } catch (err: any) {
     if (handlePreviewReadOnlyError(err)) return
-    alert(err.data?.statusMessage ?? 'Failed to delete candidate')
+    toast.error('Failed to delete candidate', { message: err.data?.statusMessage, statusCode: err.data?.statusCode })
     isDeleting.value = false
     showDeleteConfirm.value = false
   }
@@ -243,7 +244,7 @@ async function handleDownload(docId: string) {
   try {
     await downloadDocument(docId)
   } catch {
-    alert('Failed to download document')
+    toast.error('Failed to download document')
   }
 }
 
@@ -254,7 +255,7 @@ async function handleDeleteDoc(docId: string) {
     showDocDeleteConfirm.value = null
   } catch (err: any) {
     if (handlePreviewReadOnlyError(err)) return
-    alert(err.data?.statusMessage ?? 'Failed to delete document')
+    toast.error('Failed to delete document', { message: err.data?.statusMessage, statusCode: err.data?.statusCode })
   } finally {
     isDeletingDoc.value = false
   }
diff --git a/app/pages/dashboard/interviews/[id].vue b/app/pages/dashboard/interviews/[id].vue
index 0dfc030b..252c6867 100644
--- a/app/pages/dashboard/interviews/[id].vue
+++ b/app/pages/dashboard/interviews/[id].vue
@@ -15,6 +15,7 @@ definePageMeta({
 const route = useRoute()
 const interviewId = route.params.id as string
 const { handlePreviewReadOnlyError } = usePreviewReadOnly()
+const toast = useToast()
 const { activeOrg } = useCurrentOrg()
 
 const { interview, status: fetchStatus, error, updateInterview, deleteInterview, refresh } = useInterview(interviewId)
@@ -99,7 +100,7 @@ async function handleTransition(newStatus: InterviewStatus) {
     await updateInterview({ status: newStatus })
   } catch (err: any) {
     if (handlePreviewReadOnlyError(err)) return
-    alert(err.data?.statusMessage ?? 'Failed to update status')
+    toast.error('Failed to update status', { message: err.data?.statusMessage, statusCode: err.data?.statusCode })
   } finally {
     isTransitioning.value = false
   }
@@ -153,7 +154,7 @@ async function saveNotes() {
     isEditingNotes.value = false
   } catch (err: any) {
     if (handlePreviewReadOnlyError(err)) return
-    alert(err.data?.statusMessage ?? 'Failed to save notes')
+    toast.error('Failed to save notes', { message: err.data?.statusMessage, statusCode: err.data?.statusCode })
   } finally {
     isSavingNotes.value = false
   }
@@ -261,7 +262,7 @@ async function handleDelete() {
     await navigateTo(useLocalePath()('/dashboard/interviews'))
   } catch (err: any) {
     if (handlePreviewReadOnlyError(err)) return
-    alert(err.data?.statusMessage ?? 'Failed to delete interview')
+    toast.error('Failed to delete interview', { message: err.data?.statusMessage, statusCode: err.data?.statusCode })
   } finally {
     isDeleting.value = false
   }
diff --git a/app/pages/dashboard/interviews/index.vue b/app/pages/dashboard/interviews/index.vue
index 2dde67b3..08bb5184 100644
--- a/app/pages/dashboard/interviews/index.vue
+++ b/app/pages/dashboard/interviews/index.vue
@@ -19,6 +19,7 @@ useSeoMeta({
 })
 
 const { handlePreviewReadOnlyError } = usePreviewReadOnly()
+const toast = useToast()
 
 // ─── Filters ──────────────────────────────────────────────────────
 const searchInput = ref('')
@@ -250,7 +251,7 @@ async function handleDelete() {
     deletingInterview.value = null
   } catch (err: any) {
     if (handlePreviewReadOnlyError(err)) return
-    alert(err?.data?.statusMessage ?? 'Failed to delete interview')
+    toast.error('Failed to delete interview', { message: err?.data?.statusMessage, statusCode: err?.data?.statusCode })
   } finally {
     isDeleting.value = false
   }
@@ -268,7 +269,7 @@ async function quickStatusChange(interviewItem: typeof interviews.value[number],
     await updateInterview(interviewItem.id, { status: newStatus })
   } catch (err: any) {
     if (handlePreviewReadOnlyError(err)) return
-    alert(err?.data?.statusMessage ?? 'Failed to update status')
+    toast.error('Failed to update status', { message: err?.data?.statusMessage, statusCode: err?.data?.statusCode })
   }
 }
 
diff --git a/app/pages/dashboard/jobs/[id]/application-form.vue b/app/pages/dashboard/jobs/[id]/application-form.vue
index ff98f0b0..6bbb0877 100644
--- a/app/pages/dashboard/jobs/[id]/application-form.vue
+++ b/app/pages/dashboard/jobs/[id]/application-form.vue
@@ -36,7 +36,7 @@ async function copyApplicationLink() {
     setTimeout(() => { linkCopied.value = false }, 2000)
   } catch {
     // Fallback for non-HTTPS contexts
-    alert(applicationUrl.value)
+    toast.info(applicationUrl.value)
   }
 }
 
diff --git a/app/pages/dashboard/jobs/[id]/index.vue b/app/pages/dashboard/jobs/[id]/index.vue
index 35357020..5b37beb0 100644
--- a/app/pages/dashboard/jobs/[id]/index.vue
+++ b/app/pages/dashboard/jobs/[id]/index.vue
@@ -21,6 +21,7 @@ const localePath = useLocalePath()
 const jobId = route.params.id as string
 const { handlePreviewReadOnlyError } = usePreviewReadOnly()
 const { track } = useTrack()
+const toast = useToast()
 
 // ─────────────────────────────────────────────
 // Job data (with update/delete support)
@@ -699,7 +700,7 @@ async function handleInterviewTransition(interviewId: string, newStatus: Intervi
     await refreshJobInterviews()
   } catch (err: any) {
     if (handlePreviewReadOnlyError(err)) return
-    alert(err?.data?.statusMessage ?? 'Failed to update status')
+    toast.error('Failed to update status', { message: err?.data?.statusMessage, statusCode: err?.data?.statusCode })
   } finally {
     isInterviewTransitioning.value = false
   }
@@ -776,7 +777,7 @@ async function changeStatus(status: string) {
     }
   } catch (err: any) {
     if (handlePreviewReadOnlyError(err)) return
-    alert(err?.data?.statusMessage ?? 'Failed to update status')
+    toast.error('Failed to update status', { message: err?.data?.statusMessage, statusCode: err?.data?.statusCode })
   } finally {
     isMutating.value = false
   }
@@ -928,7 +929,7 @@ async function handleJobTransition(newStatus: string) {
     await refreshJob()
   } catch (err: any) {
     if (handlePreviewReadOnlyError(err)) return
-    alert(err.data?.statusMessage ?? 'Failed to update status')
+    toast.error('Failed to update status', { message: err.data?.statusMessage, statusCode: err.data?.statusCode })
   } finally {
     isJobTransitioning.value = false
   }
@@ -997,7 +998,7 @@ async function handleSave() {
     showEditModal.value = false
   } catch (err: any) {
     if (handlePreviewReadOnlyError(err)) return
-    alert(err.data?.statusMessage ?? 'Failed to save changes')
+    toast.error('Failed to save changes', { message: err.data?.statusMessage, statusCode: err.data?.statusCode })
   } finally {
     isSaving.value = false
   }
@@ -1023,7 +1024,7 @@ async function handleDelete() {
     await deleteJob()
   } catch (err: any) {
     if (handlePreviewReadOnlyError(err)) return
-    alert(err.data?.statusMessage ?? 'Failed to delete job')
+    toast.error('Failed to delete job', { message: err.data?.statusMessage, statusCode: err.data?.statusCode })
     isDeleting.value = false
     showDeleteConfirm.value = false
   }
@@ -1046,6 +1047,7 @@ function handleCandidateApplied() {
 
 const isScoringAll = ref(false)
 const scoringProgress = ref({ done: 0, total: 0 })
+const isScoringIndividual = ref(false)
 
 async function scoreAllCandidates() {
   isScoringAll.value = true
@@ -1054,30 +1056,82 @@ async function scoreAllCandidates() {
   try {
     const { applicationIds } = await $fetch(`/api/jobs/${jobId}/analyze-all`, {
       method: 'POST',
-      headers: useRequestHeaders(['cookie']),
     })
     scoringProgress.value.total = applicationIds.length
-    if (applicationIds.length === 0) return
+    if (applicationIds.length === 0) {
+      toast.info('All candidates scored', 'Every candidate already has a score.')
+      return
+    }
 
+    let failed = 0
     for (const appId of applicationIds) {
       try {
         await $fetch(`/api/applications/${appId}/analyze`, {
           method: 'POST',
-          headers: useRequestHeaders(['cookie']),
         })
       } catch {
-        // Continue scoring remaining candidates on individual failure
+        failed++
       }
       scoringProgress.value.done++
     }
-    refreshApps()
-  } catch {
-    // AI config or criteria may not be set up
+    await refreshApps()
+    if (failed === 0) {
+      toast.success('Scoring complete', `${applicationIds.length} candidate${applicationIds.length === 1 ? '' : 's'} scored successfully.`)
+    } else {
+      toast.warning('Scoring partially complete', `${applicationIds.length - failed} scored, ${failed} failed (missing resume or criteria).`)
+    }
+  } catch (err: any) {
+    const statusMessage = err?.data?.statusMessage ?? ''
+    if (statusMessage.includes('AI provider not configured') || statusMessage.includes('No scoring criteria')) {
+      toast.add({
+        type: 'warning',
+        title: 'Cannot score candidates',
+        message: statusMessage,
+        link: statusMessage.includes('AI provider')
+          ? { label: 'Go to AI Settings', href: '/dashboard/settings/ai' }
+          : undefined,
+        duration: 8000,
+      })
+    } else {
+      toast.error('Scoring failed', { message: statusMessage || 'An unexpected error occurred.', statusCode: err?.data?.statusCode })
+    }
   } finally {
     isScoringAll.value = false
   }
 }
 
+async function scoreIndividualCandidate(applicationId: string) {
+  isScoringIndividual.value = true
+  try {
+    await $fetch(`/api/applications/${applicationId}/analyze`, {
+      method: 'POST',
+    })
+    await refreshApps()
+    // Re-fetch the detail so score updates in the detail panel
+    if (currentApplicationId.value === applicationId) {
+      await executeDetailFetch()
+    }
+    toast.success('Candidate scored', 'AI analysis complete.')
+  } catch (err: any) {
+    const statusMessage = err?.data?.statusMessage ?? ''
+    if (statusMessage.includes('AI provider not configured')) {
+      toast.add({
+        type: 'warning',
+        title: 'AI provider not configured',
+        message: 'Set up your AI provider in Settings first.',
+        link: { label: 'Go to AI Settings', href: '/dashboard/settings/ai' },
+        duration: 8000,
+      })
+    } else if (statusMessage.includes('No scoring criteria')) {
+      toast.warning('No scoring criteria', 'Add scoring criteria to this job first.')
+    } else {
+      toast.error('Scoring failed', { message: statusMessage || 'An unexpected error occurred.', statusCode: err?.data?.statusCode })
+    }
+  } finally {
+    isScoringIndividual.value = false
+  }
+}
+
 // ─────────────────────────────────────────────
 // More menu
 // ─────────────────────────────────────────────
@@ -1636,6 +1690,18 @@ function closeDocPreview() {
                       >
                         {{ currentSummary.score }} pts
                       </span>
+                      <button
+                        :disabled="isScoringIndividual"
+                        class="inline-flex cursor-pointer items-center gap-1 rounded-md px-2 py-0.5 text-[11px] font-medium transition-all duration-150 disabled:opacity-50 disabled:cursor-not-allowed"
+                        :class="currentSummary.score != null
+                          ? 'text-surface-500 hover:text-brand-600 hover:bg-brand-50 dark:text-surface-400 dark:hover:text-brand-400 dark:hover:bg-brand-950/40'
+                          : 'text-brand-600 bg-brand-50 hover:bg-brand-100 dark:text-brand-400 dark:bg-brand-950/40 dark:hover:bg-brand-950/60 ring-1 ring-brand-200 dark:ring-brand-800'"
+                        @click="scoreIndividualCandidate(currentSummary.id)"
+                      >
+                        <Loader2 v-if="isScoringIndividual" class="size-3 animate-spin" />
+                        <Brain v-else class="size-3" />
+                        {{ isScoringIndividual ? 'Scoring…' : (currentSummary.score != null ? 'Re-score' : 'Score Candidate') }}
+                      </button>
                       <span class="inline-flex items-center gap-1 text-[11px] text-surface-400 dark:text-surface-500">
                         <Clock class="size-3" />
                         Applied {{ new Date(currentSummary.createdAt).toLocaleDateString() }}
diff --git a/app/pages/dashboard/jobs/new.vue b/app/pages/dashboard/jobs/new.vue
index 77607adf..23b2c7a4 100644
--- a/app/pages/dashboard/jobs/new.vue
+++ b/app/pages/dashboard/jobs/new.vue
@@ -39,6 +39,7 @@ useSeoMeta({
 const localePath = useLocalePath()
 const { createJob } = useJobs()
 const { track } = useTrack()
+const toast = useToast()
 
 type QuestionType =
   | 'short_text'
@@ -106,9 +107,9 @@ const scoringCriteria = ref<ScoringCriterionDraft[]>([])
 const scoringMode = ref<'none' | 'premade' | 'ai' | 'custom'>('none')
 const selectedTemplate = ref<'standard' | 'technical' | 'non_technical'>('standard')
 const isGeneratingCriteria = ref(false)
-const criteriaError = ref<string | null>(null)
 const showCustomForm = ref(false)
 const editingCriterion = ref<ScoringCriterionDraft | null>(null)
+const autoScoreOnApply = ref(false)
 
 const customCriterionForm = ref({
   key: '',
@@ -138,7 +139,6 @@ const categoryColorClasses: Record<string, string> = {
 }
 
 async function loadPremadeCriteria(template: 'standard' | 'technical' | 'non_technical') {
-  criteriaError.value = null
   try {
     // Use local pre-made templates (no API call needed)
     const templates: Record<string, ScoringCriterionDraft[]> = {
@@ -165,20 +165,19 @@ async function loadPremadeCriteria(template: 'standard' | 'technical' | 'non_tec
     scoringCriteria.value = templates[template] ?? []
     scoringMode.value = 'premade'
   } catch (err: any) {
-    criteriaError.value = err?.data?.statusMessage ?? 'Failed to load template'
+    toast.error('Failed to load template', { message: err?.data?.statusMessage })
   }
 }
 
 async function generateAiCriteria() {
   if (!form.value.title) {
-    criteriaError.value = 'Add a job title in Step 1 first so AI can generate relevant criteria.'
+    toast.warning('Job title required', 'Add a job title in Step 1 first so AI can generate relevant criteria.')
     return
   }
   if (!form.value.description) {
-    criteriaError.value = 'Add a job description in Step 1 first so AI can generate relevant criteria.'
+    toast.warning('Job description required', 'Add a job description in Step 1 first so AI can generate relevant criteria.')
     return
   }
-  criteriaError.value = null
   isGeneratingCriteria.value = true
   try {
     const result = await $fetch('/api/ai-config/generate-criteria', {
@@ -197,8 +196,24 @@ async function generateAiCriteria() {
       weight: c.weight ?? 50,
     }))
     scoringMode.value = 'ai'
+    toast.success('Criteria generated', `${scoringCriteria.value.length} scoring criteria created from job description.`)
   } catch (err: any) {
-    criteriaError.value = err?.data?.statusMessage ?? 'Failed to generate AI criteria. Make sure your AI provider is configured in Settings.'
+    const statusCode = err?.data?.statusCode ?? err?.statusCode
+    const statusMessage = err?.data?.statusMessage ?? ''
+    if (statusCode === 422 && statusMessage.includes('AI provider not configured')) {
+      toast.add({
+        type: 'warning',
+        title: 'AI provider not configured',
+        message: 'Set up your AI provider and model before generating criteria.',
+        link: { label: 'Go to AI Settings', href: '/dashboard/settings/ai' },
+        duration: 10000,
+      })
+    } else {
+      toast.error('Failed to generate criteria', {
+        message: statusMessage || 'An unexpected error occurred. Check your AI settings and try again.',
+        statusCode,
+      })
+    }
   } finally {
     isGeneratingCriteria.value = false
   }
@@ -210,7 +225,7 @@ function addCustomCriterion() {
 
   const keyExists = scoringCriteria.value.some(c => c.key === f.key)
   if (keyExists) {
-    criteriaError.value = `A criterion with key "${f.key}" already exists.`
+    toast.warning('Duplicate criterion', `A criterion with key "${f.key}" already exists.`)
     return
   }
 
@@ -224,7 +239,6 @@ function addCustomCriterion() {
   })
   customCriterionForm.value = { key: '', name: '', description: '', category: 'custom', maxScore: 10, weight: 50 }
   showCustomForm.value = false
-  criteriaError.value = null
   if (scoringMode.value === 'none') scoringMode.value = 'custom'
 }
 
@@ -241,7 +255,6 @@ function autoGenerateKey(name: string): string {
 
 const isSubmitting = ref(false)
 const errors = ref<Record<string, string>>({})
-const submitError = ref<string | null>(null)
 const showAddForm = ref(false)
 const editingQuestion = ref<DraftQuestion | null>(null)
 const linkCopied = ref(false)
@@ -411,7 +424,6 @@ function removeSkill(index: number) {
 }
 
 async function handleSubmit(mode: 'publish' | 'draft' = publishChoice.value) {
-  submitError.value = null
   // Ensure step 1 is valid before submit
   if (!validateStep1()) {
     currentStep.value = 1
@@ -427,6 +439,7 @@ async function handleSubmit(mode: 'publish' | 'draft' = publishChoice.value) {
       type: form.value.type,
       requireResume: applicationForm.value.requireResume,
       requireCoverLetter: applicationForm.value.requireCoverLetter,
+      autoScoreOnApply: autoScoreOnApply.value,
     })
 
     track('job_created')
@@ -502,7 +515,11 @@ async function handleSubmit(mode: 'publish' | 'draft' = publishChoice.value) {
       await navigateTo(localePath('/dashboard/jobs'))
     }
   } catch (err: any) {
-    submitError.value = err?.data?.statusMessage ?? 'Something went wrong'
+    const statusMessage = err?.data?.statusMessage ?? 'Something went wrong while creating the job.'
+    toast.error('Failed to create job', {
+      message: statusMessage,
+      statusCode: err?.data?.statusCode,
+    })
   } finally {
     isSubmitting.value = false
   }
@@ -514,8 +531,8 @@ async function copyFinalLink() {
     linkCopiedFinal.value = true
     setTimeout(() => { linkCopiedFinal.value = false }, 3000)
   } catch {
-    // fallback
-    alert(finalApplicationLink.value)
+    // fallback: show the link so the user can copy manually
+    toast.info(finalApplicationLink.value)
   }
 }
 
@@ -618,13 +635,6 @@ const questionTypeLabels: Record<QuestionType, string> = {
     <div class="grid grid-cols-1 lg:grid-cols-12 gap-8">
       <!-- Left side: Form -->
       <div class="lg:col-span-8 space-y-6">
-        <!-- Server error -->
-        <div
-          v-if="submitError"
-          class="rounded-lg border border-danger-200 dark:border-danger-800 bg-danger-50 dark:bg-danger-950 p-4 text-sm text-danger-700 dark:text-danger-400 mb-4"
-        >
-          {{ submitError }}
-        </div>
 
         <div class="rounded-xl border border-surface-200 dark:border-surface-800 bg-white dark:bg-surface-900 shadow-sm overflow-hidden">
           <form @submit.prevent="() => handleSubmit()" class="p-6 md:p-8">
@@ -899,15 +909,6 @@ const questionTypeLabels: Record<QuestionType, string> = {
                 </p>
               </div>
 
-              <!-- Error display -->
-              <div
-                v-if="criteriaError"
-                class="rounded-lg border border-warning-200 dark:border-warning-800 bg-warning-50 dark:bg-warning-950 p-4 text-sm text-warning-700 dark:text-warning-400"
-              >
-                {{ criteriaError }}
-                <button class="ml-2 underline" @click="criteriaError = null">Dismiss</button>
-              </div>
-
               <!-- Mode selection cards -->
               <div v-if="scoringCriteria.length === 0" class="grid grid-cols-1 md:grid-cols-3 gap-4">
                 <!-- Pre-made templates -->
@@ -1151,6 +1152,25 @@ const questionTypeLabels: Record<QuestionType, string> = {
                 </div>
               </div>
 
+              <!-- Auto-score toggle -->
+              <div v-if="scoringCriteria.length > 0" class="rounded-xl border border-surface-200 dark:border-surface-800 bg-surface-50 dark:bg-surface-900/50 p-5">
+                <label class="flex items-start gap-3 cursor-pointer">
+                  <input
+                    v-model="autoScoreOnApply"
+                    type="checkbox"
+                    class="mt-0.5 size-4 rounded border-surface-300 dark:border-surface-600 text-brand-600 focus:ring-brand-500 cursor-pointer"
+                  />
+                  <div>
+                    <span class="block text-sm font-semibold text-surface-900 dark:text-surface-100">
+                      Automatically score every new applicant
+                    </span>
+                    <span class="text-xs text-surface-500 dark:text-surface-400 mt-0.5 block leading-relaxed">
+                      When a candidate applies, AI will automatically analyze their resume against these criteria and assign a score. Requires an AI provider configured in settings plus a resume upload.
+                    </span>
+                  </div>
+                </label>
+              </div>
+
               <!-- Skip scoring note -->
               <div v-if="scoringCriteria.length === 0 && scoringMode === 'none'" class="text-center py-6 text-sm text-surface-400">
                 <p>Scoring criteria are optional. You can skip this step and add them later from job settings.</p>
diff --git a/app/pages/dashboard/settings/ai.vue b/app/pages/dashboard/settings/ai.vue
index 30816273..1296dc27 100644
--- a/app/pages/dashboard/settings/ai.vue
+++ b/app/pages/dashboard/settings/ai.vue
@@ -11,7 +11,8 @@ useSeoMeta({
   description: 'Configure AI provider, model, and API key for candidate scoring',
 })
 
-const { allowed: canManageAi } = usePermission({ scoring: ['create'] })
+const { allowed: canManageAi, isLoading: isPermissionLoading } = usePermission({ scoring: ['create'] })
+const toast = useToast()
 
 // ─────────────────────────────────────────────
 // Fetch current config
@@ -45,8 +46,6 @@ const form = ref({
 
 const showApiKey = ref(false)
 const isSaving = ref(false)
-const saveSuccess = ref(false)
-const saveError = ref('')
 
 // Seed form from existing config
 watch(currentConfig, (config) => {
@@ -93,8 +92,6 @@ async function handleSave() {
   if (!canManageAi.value) return
 
   isSaving.value = true
-  saveError.value = ''
-  saveSuccess.value = false
 
   try {
     const body: Record<string, unknown> = {
@@ -111,12 +108,18 @@ async function handleSave() {
       headers: useRequestHeaders(['cookie']),
     })
 
-    saveSuccess.value = true
+    toast.success('AI configuration saved', 'Your provider and model settings have been updated.')
     form.value.apiKey = '' // Clear after save
     await refreshConfig()
-    setTimeout(() => (saveSuccess.value = false), 3000)
   } catch (err: any) {
-    saveError.value = err?.data?.statusMessage ?? 'Failed to save AI configuration.'
+    const statusMessage = err?.data?.statusMessage ?? err?.message ?? 'An unexpected error occurred while saving.'
+    const errorDetails = err?.data?.message ?? err?.data?.stack?.join?.('\n') ?? err?.stack ?? ''
+
+    toast.error('Failed to save AI configuration', {
+      message: statusMessage,
+      details: errorDetails || undefined,
+      statusCode: err?.data?.statusCode,
+    })
   } finally {
     isSaving.value = false
   }
@@ -137,7 +140,14 @@ async function handleSave() {
 
     <!-- Permission guard -->
     <div
-      v-if="!canManageAi"
+      v-if="isPermissionLoading"
+      class="flex items-center justify-center py-12"
+    >
+      <Loader2 class="size-6 animate-spin text-surface-400" />
+    </div>
+
+    <div
+      v-else-if="!canManageAi"
       class="rounded-xl border border-warning-200 dark:border-warning-800 bg-warning-50 dark:bg-warning-950 p-5 text-sm text-warning-700 dark:text-warning-400 flex items-start gap-3"
     >
       <AlertTriangle class="size-5 shrink-0 mt-0.5" />
@@ -163,32 +173,6 @@ async function handleSave() {
         </div>
 
         <div class="px-6 py-5 space-y-5">
-          <!-- Success message -->
-          <Transition
-            enter-active-class="transition-opacity duration-300"
-            leave-active-class="transition-opacity duration-300"
-            enter-from-class="opacity-0"
-            leave-to-class="opacity-0"
-          >
-            <div
-              v-if="saveSuccess"
-              class="rounded-lg bg-success-50 dark:bg-success-950/40 border border-success-200 dark:border-success-900 px-4 py-3 text-sm text-success-700 dark:text-success-400 flex items-center gap-2"
-            >
-              <Check class="size-4" />
-              AI configuration saved successfully.
-            </div>
-          </Transition>
-
-          <!-- Error message -->
-          <div
-            v-if="saveError"
-            class="rounded-lg bg-danger-50 dark:bg-danger-950/40 border border-danger-200 dark:border-danger-900 px-4 py-3 text-sm text-danger-700 dark:text-danger-400 flex items-start gap-2"
-          >
-            <AlertTriangle class="size-4 shrink-0 mt-0.5" />
-            {{ saveError }}
-            <button type="button" class="ml-auto underline" @click="saveError = ''">Dismiss</button>
-          </div>
-
           <!-- Provider -->
           <div>
             <label for="ai-provider" class="block text-sm font-medium text-surface-700 dark:text-surface-300 mb-1.5">
diff --git a/server/api/jobs/[id].get.ts b/server/api/jobs/[id].get.ts
index d60c36b8..5351719c 100644
--- a/server/api/jobs/[id].get.ts
+++ b/server/api/jobs/[id].get.ts
@@ -26,6 +26,7 @@ export default defineEventHandler(async (event) => {
       validThrough: true,
       requireResume: true,
       requireCoverLetter: true,
+      autoScoreOnApply: true,
       createdAt: true,
       updatedAt: true,
     },
diff --git a/server/api/jobs/[id].patch.ts b/server/api/jobs/[id].patch.ts
index 0c1fafc1..ce9e1c84 100644
--- a/server/api/jobs/[id].patch.ts
+++ b/server/api/jobs/[id].patch.ts
@@ -56,6 +56,7 @@ export default defineEventHandler(async (event) => {
       validThrough: job.validThrough,
       requireResume: job.requireResume,
       requireCoverLetter: job.requireCoverLetter,
+      autoScoreOnApply: job.autoScoreOnApply,
       createdAt: job.createdAt,
       updatedAt: job.updatedAt,
     })
diff --git a/server/api/jobs/index.post.ts b/server/api/jobs/index.post.ts
index f617a02b..365341ff 100644
--- a/server/api/jobs/index.post.ts
+++ b/server/api/jobs/index.post.ts
@@ -27,6 +27,7 @@ export default defineEventHandler(async (event) => {
     validThrough: body.validThrough,
     requireResume: body.requireResume,
     requireCoverLetter: body.requireCoverLetter,
+    autoScoreOnApply: body.autoScoreOnApply,
   }).returning({
     id: job.id,
     title: job.title,
@@ -43,6 +44,7 @@ export default defineEventHandler(async (event) => {
     validThrough: job.validThrough,
     requireResume: job.requireResume,
     requireCoverLetter: job.requireCoverLetter,
+    autoScoreOnApply: job.autoScoreOnApply,
     createdAt: job.createdAt,
     updatedAt: job.updatedAt,
   })
diff --git a/server/api/public/jobs/[slug]/apply.post.ts b/server/api/public/jobs/[slug]/apply.post.ts
index b217fee2..0eaaf8c1 100644
--- a/server/api/public/jobs/[slug]/apply.post.ts
+++ b/server/api/public/jobs/[slug]/apply.post.ts
@@ -3,6 +3,7 @@ import { fileTypeFromBuffer } from 'file-type'
 import { job, candidate, application, jobQuestion, questionResponse, document, organization } from '../../../../database/schema'
 import { publicApplicationSchema, publicJobSlugSchema } from '../../../../utils/schemas/publicApplication'
 import { createPreviewReadOnlyError } from '../../../../utils/previewReadOnly'
+import { autoScoreApplication } from '../../../../utils/ai/autoScore'
 import {
   ALLOWED_MIME_TYPES,
   MAX_FILE_SIZE,
@@ -152,7 +153,7 @@ export default defineEventHandler(async (event) => {
 
   const existingJob = await db.query.job.findFirst({
     where: and(eq(job.slug, slug), eq(job.status, 'open')),
-    columns: { id: true, organizationId: true, requireResume: true, requireCoverLetter: true },
+    columns: { id: true, organizationId: true, requireResume: true, requireCoverLetter: true, autoScoreOnApply: true },
   })
 
   if (!existingJob) {
@@ -512,6 +513,16 @@ export default defineEventHandler(async (event) => {
     }
   }
 
+  // ─────────────────────────────────────────────
+  // 12. Fire-and-forget auto AI scoring if enabled
+  // ─────────────────────────────────────────────
+
+  if (existingJob.autoScoreOnApply && newApplication) {
+    autoScoreApplication(newApplication.id, orgId).catch((err) => {
+      console.error('[Reqcore] Auto-score failed for application', newApplication.id, err)
+    })
+  }
+
   setResponseStatus(event, 201)
   return { success: true }
 })
diff --git a/server/database/migrations/0016_first_spyke.sql b/server/database/migrations/0016_first_spyke.sql
new file mode 100644
index 00000000..741acef8
--- /dev/null
+++ b/server/database/migrations/0016_first_spyke.sql
@@ -0,0 +1,2 @@
+ALTER TABLE "analysis_run" ALTER COLUMN "scored_by_id" DROP NOT NULL;--> statement-breakpoint
+ALTER TABLE "job" ADD COLUMN "auto_score_on_apply" boolean DEFAULT false NOT NULL;
\ No newline at end of file
diff --git a/server/database/migrations/meta/0016_snapshot.json b/server/database/migrations/meta/0016_snapshot.json
new file mode 100644
index 00000000..5d5c1a6c
--- /dev/null
+++ b/server/database/migrations/meta/0016_snapshot.json
@@ -0,0 +1,3471 @@
+{
+  "id": "07c84f82-8c6a-43f3-9d20-0063e53df5aa",
+  "prevId": "b6eb4402-158c-42e9-8a61-a3e72fe04ff9",
+  "version": "7",
+  "dialect": "postgresql",
+  "tables": {
+    "public.account": {
+      "name": "account",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "account_id": {
+          "name": "account_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "provider_id": {
+          "name": "provider_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "access_token": {
+          "name": "access_token",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "refresh_token": {
+          "name": "refresh_token",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "id_token": {
+          "name": "id_token",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "access_token_expires_at": {
+          "name": "access_token_expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "refresh_token_expires_at": {
+          "name": "refresh_token_expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "scope": {
+          "name": "scope",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "password": {
+          "name": "password",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "account_user_id_idx": {
+          "name": "account_user_id_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "account_user_id_user_id_fk": {
+          "name": "account_user_id_user_id_fk",
+          "tableFrom": "account",
+          "tableTo": "user",
+          "columnsFrom": [
+            "user_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.invitation": {
+      "name": "invitation",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "email": {
+          "name": "email",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "inviter_id": {
+          "name": "inviter_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "role": {
+          "name": "role",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'pending'"
+        },
+        "expires_at": {
+          "name": "expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "invitation_organization_id_idx": {
+          "name": "invitation_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "invitation_email_idx": {
+          "name": "invitation_email_idx",
+          "columns": [
+            {
+              "expression": "email",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "invitation_inviter_id_user_id_fk": {
+          "name": "invitation_inviter_id_user_id_fk",
+          "tableFrom": "invitation",
+          "tableTo": "user",
+          "columnsFrom": [
+            "inviter_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "invitation_organization_id_organization_id_fk": {
+          "name": "invitation_organization_id_organization_id_fk",
+          "tableFrom": "invitation",
+          "tableTo": "organization",
+          "columnsFrom": [
+            "organization_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.member": {
+      "name": "member",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "role": {
+          "name": "role",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'member'"
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "member_user_id_idx": {
+          "name": "member_user_id_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "member_organization_id_idx": {
+          "name": "member_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "member_user_org_unique_idx": {
+          "name": "member_user_org_unique_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "member_user_id_user_id_fk": {
+          "name": "member_user_id_user_id_fk",
+          "tableFrom": "member",
+          "tableTo": "user",
+          "columnsFrom": [
+            "user_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "member_organization_id_organization_id_fk": {
+          "name": "member_organization_id_organization_id_fk",
+          "tableFrom": "member",
+          "tableTo": "organization",
+          "columnsFrom": [
+            "organization_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.organization": {
+      "name": "organization",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "slug": {
+          "name": "slug",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "logo": {
+          "name": "logo",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "metadata": {
+          "name": "metadata",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {},
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "organization_slug_unique": {
+          "name": "organization_slug_unique",
+          "nullsNotDistinct": false,
+          "columns": [
+            "slug"
+          ]
+        }
+      },
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.session": {
+      "name": "session",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "token": {
+          "name": "token",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "expires_at": {
+          "name": "expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "ip_address": {
+          "name": "ip_address",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "user_agent": {
+          "name": "user_agent",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "active_organization_id": {
+          "name": "active_organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "session_user_id_idx": {
+          "name": "session_user_id_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "session_user_id_user_id_fk": {
+          "name": "session_user_id_user_id_fk",
+          "tableFrom": "session",
+          "tableTo": "user",
+          "columnsFrom": [
+            "user_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "session_token_unique": {
+          "name": "session_token_unique",
+          "nullsNotDistinct": false,
+          "columns": [
+            "token"
+          ]
+        }
+      },
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.user": {
+      "name": "user",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "email": {
+          "name": "email",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "email_verified": {
+          "name": "email_verified",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "image": {
+          "name": "image",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {},
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "user_email_unique": {
+          "name": "user_email_unique",
+          "nullsNotDistinct": false,
+          "columns": [
+            "email"
+          ]
+        }
+      },
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.verification": {
+      "name": "verification",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "identifier": {
+          "name": "identifier",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "value": {
+          "name": "value",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "expires_at": {
+          "name": "expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "verification_identifier_idx": {
+          "name": "verification_identifier_idx",
+          "columns": [
+            {
+              "expression": "identifier",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {},
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.activity_log": {
+      "name": "activity_log",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "actor_id": {
+          "name": "actor_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "action": {
+          "name": "action",
+          "type": "activity_action",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "resource_type": {
+          "name": "resource_type",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "resource_id": {
+          "name": "resource_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "metadata": {
+          "name": "metadata",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "activity_log_organization_id_idx": {
+          "name": "activity_log_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "activity_log_actor_id_idx": {
+          "name": "activity_log_actor_id_idx",
+          "columns": [
+            {
+              "expression": "actor_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "activity_log_resource_idx": {
+          "name": "activity_log_resource_idx",
+          "columns": [
+            {
+              "expression": "resource_type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "resource_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "activity_log_created_at_idx": {
+          "name": "activity_log_created_at_idx",
+          "columns": [
+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "activity_log_organization_id_organization_id_fk": {
+          "name": "activity_log_organization_id_organization_id_fk",
+          "tableFrom": "activity_log",
+          "tableTo": "organization",
+          "columnsFrom": [
+            "organization_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "activity_log_actor_id_user_id_fk": {
+          "name": "activity_log_actor_id_user_id_fk",
+          "tableFrom": "activity_log",
+          "tableTo": "user",
+          "columnsFrom": [
+            "actor_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.ai_config": {
+      "name": "ai_config",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "provider": {
+          "name": "provider",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'openai'"
+        },
+        "model": {
+          "name": "model",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'gpt-4o-mini'"
+        },
+        "api_key_encrypted": {
+          "name": "api_key_encrypted",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "base_url": {
+          "name": "base_url",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "max_tokens": {
+          "name": "max_tokens",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 4096
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "ai_config_organization_id_idx": {
+          "name": "ai_config_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "ai_config_organization_id_organization_id_fk": {
+          "name": "ai_config_organization_id_organization_id_fk",
+          "tableFrom": "ai_config",
+          "tableTo": "organization",
+          "columnsFrom": [
+            "organization_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.analysis_run": {
+      "name": "analysis_run",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "application_id": {
+          "name": "application_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "analysis_run_status",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'completed'"
+        },
+        "provider": {
+          "name": "provider",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "model": {
+          "name": "model",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "criteria_snapshot": {
+          "name": "criteria_snapshot",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "composite_score": {
+          "name": "composite_score",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "prompt_tokens": {
+          "name": "prompt_tokens",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "completion_tokens": {
+          "name": "completion_tokens",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "raw_response": {
+          "name": "raw_response",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "error_message": {
+          "name": "error_message",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "scored_by_id": {
+          "name": "scored_by_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "analysis_run_organization_id_idx": {
+          "name": "analysis_run_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "analysis_run_application_id_idx": {
+          "name": "analysis_run_application_id_idx",
+          "columns": [
+            {
+              "expression": "application_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "analysis_run_created_at_idx": {
+          "name": "analysis_run_created_at_idx",
+          "columns": [
+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "analysis_run_organization_id_organization_id_fk": {
+          "name": "analysis_run_organization_id_organization_id_fk",
+          "tableFrom": "analysis_run",
+          "tableTo": "organization",
+          "columnsFrom": [
+            "organization_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "analysis_run_application_id_application_id_fk": {
+          "name": "analysis_run_application_id_application_id_fk",
+          "tableFrom": "analysis_run",
+          "tableTo": "application",
+          "columnsFrom": [
+            "application_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "analysis_run_scored_by_id_user_id_fk": {
+          "name": "analysis_run_scored_by_id_user_id_fk",
+          "tableFrom": "analysis_run",
+          "tableTo": "user",
+          "columnsFrom": [
+            "scored_by_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.application": {
+      "name": "application",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "candidate_id": {
+          "name": "candidate_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "job_id": {
+          "name": "job_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "application_status",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'new'"
+        },
+        "score": {
+          "name": "score",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "notes": {
+          "name": "notes",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "cover_letter_text": {
+          "name": "cover_letter_text",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "application_organization_id_idx": {
+          "name": "application_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "application_candidate_id_idx": {
+          "name": "application_candidate_id_idx",
+          "columns": [
+            {
+              "expression": "candidate_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "application_job_id_idx": {
+          "name": "application_job_id_idx",
+          "columns": [
+            {
+              "expression": "job_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "application_org_candidate_job_idx": {
+          "name": "application_org_candidate_job_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "candidate_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "job_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "application_organization_id_organization_id_fk": {
+          "name": "application_organization_id_organization_id_fk",
+          "tableFrom": "application",
+          "tableTo": "organization",
+          "columnsFrom": [
+            "organization_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "application_candidate_id_candidate_id_fk": {
+          "name": "application_candidate_id_candidate_id_fk",
+          "tableFrom": "application",
+          "tableTo": "candidate",
+          "columnsFrom": [
+            "candidate_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "application_job_id_job_id_fk": {
+          "name": "application_job_id_job_id_fk",
+          "tableFrom": "application",
+          "tableTo": "job",
+          "columnsFrom": [
+            "job_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.calendar_integration": {
+      "name": "calendar_integration",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "provider": {
+          "name": "provider",
+          "type": "calendar_provider",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'google'"
+        },
+        "access_token_encrypted": {
+          "name": "access_token_encrypted",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "refresh_token_encrypted": {
+          "name": "refresh_token_encrypted",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "calendar_id": {
+          "name": "calendar_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'primary'"
+        },
+        "account_email": {
+          "name": "account_email",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "webhook_channel_id": {
+          "name": "webhook_channel_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "webhook_resource_id": {
+          "name": "webhook_resource_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "webhook_expiration": {
+          "name": "webhook_expiration",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "sync_token": {
+          "name": "sync_token",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "calendar_integration_user_provider_idx": {
+          "name": "calendar_integration_user_provider_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "provider",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "calendar_integration_webhook_channel_idx": {
+          "name": "calendar_integration_webhook_channel_idx",
+          "columns": [
+            {
+              "expression": "webhook_channel_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "calendar_integration_user_id_user_id_fk": {
+          "name": "calendar_integration_user_id_user_id_fk",
+          "tableFrom": "calendar_integration",
+          "tableTo": "user",
+          "columnsFrom": [
+            "user_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.candidate": {
+      "name": "candidate",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "first_name": {
+          "name": "first_name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "last_name": {
+          "name": "last_name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "email": {
+          "name": "email",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "phone": {
+          "name": "phone",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "candidate_organization_id_idx": {
+          "name": "candidate_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "candidate_org_email_idx": {
+          "name": "candidate_org_email_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "email",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "candidate_organization_id_organization_id_fk": {
+          "name": "candidate_organization_id_organization_id_fk",
+          "tableFrom": "candidate",
+          "tableTo": "organization",
+          "columnsFrom": [
+            "organization_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.comment": {
+      "name": "comment",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "author_id": {
+          "name": "author_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "target_type": {
+          "name": "target_type",
+          "type": "comment_target",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "target_id": {
+          "name": "target_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "body": {
+          "name": "body",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "comment_organization_id_idx": {
+          "name": "comment_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "comment_target_idx": {
+          "name": "comment_target_idx",
+          "columns": [
+            {
+              "expression": "target_type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "target_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "comment_author_id_idx": {
+          "name": "comment_author_id_idx",
+          "columns": [
+            {
+              "expression": "author_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "comment_organization_id_organization_id_fk": {
+          "name": "comment_organization_id_organization_id_fk",
+          "tableFrom": "comment",
+          "tableTo": "organization",
+          "columnsFrom": [
+            "organization_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "comment_author_id_user_id_fk": {
+          "name": "comment_author_id_user_id_fk",
+          "tableFrom": "comment",
+          "tableTo": "user",
+          "columnsFrom": [
+            "author_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.criterion_score": {
+      "name": "criterion_score",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "application_id": {
+          "name": "application_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "criterion_key": {
+          "name": "criterion_key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "max_score": {
+          "name": "max_score",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "applicant_score": {
+          "name": "applicant_score",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "confidence": {
+          "name": "confidence",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "evidence": {
+          "name": "evidence",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "strengths": {
+          "name": "strengths",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "gaps": {
+          "name": "gaps",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "criterion_score_organization_id_idx": {
+          "name": "criterion_score_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "criterion_score_application_id_idx": {
+          "name": "criterion_score_application_id_idx",
+          "columns": [
+            {
+              "expression": "application_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "criterion_score_app_criterion_idx": {
+          "name": "criterion_score_app_criterion_idx",
+          "columns": [
+            {
+              "expression": "application_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "criterion_key",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "criterion_score_organization_id_organization_id_fk": {
+          "name": "criterion_score_organization_id_organization_id_fk",
+          "tableFrom": "criterion_score",
+          "tableTo": "organization",
+          "columnsFrom": [
+            "organization_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "criterion_score_application_id_application_id_fk": {
+          "name": "criterion_score_application_id_application_id_fk",
+          "tableFrom": "criterion_score",
+          "tableTo": "application",
+          "columnsFrom": [
+            "application_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.document": {
+      "name": "document",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "candidate_id": {
+          "name": "candidate_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "type": {
+          "name": "type",
+          "type": "document_type",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'resume'"
+        },
+        "storage_key": {
+          "name": "storage_key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "original_filename": {
+          "name": "original_filename",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "mime_type": {
+          "name": "mime_type",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "size_bytes": {
+          "name": "size_bytes",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "parsed_content": {
+          "name": "parsed_content",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "document_organization_id_idx": {
+          "name": "document_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "document_candidate_id_idx": {
+          "name": "document_candidate_id_idx",
+          "columns": [
+            {
+              "expression": "candidate_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "document_organization_id_organization_id_fk": {
+          "name": "document_organization_id_organization_id_fk",
+          "tableFrom": "document",
+          "tableTo": "organization",
+          "columnsFrom": [
+            "organization_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "document_candidate_id_candidate_id_fk": {
+          "name": "document_candidate_id_candidate_id_fk",
+          "tableFrom": "document",
+          "tableTo": "candidate",
+          "columnsFrom": [
+            "candidate_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "document_storage_key_unique": {
+          "name": "document_storage_key_unique",
+          "nullsNotDistinct": false,
+          "columns": [
+            "storage_key"
+          ]
+        }
+      },
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.email_template": {
+      "name": "email_template",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "subject": {
+          "name": "subject",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "body": {
+          "name": "body",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_by_id": {
+          "name": "created_by_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "email_template_organization_id_idx": {
+          "name": "email_template_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "email_template_created_by_id_idx": {
+          "name": "email_template_created_by_id_idx",
+          "columns": [
+            {
+              "expression": "created_by_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "email_template_organization_id_organization_id_fk": {
+          "name": "email_template_organization_id_organization_id_fk",
+          "tableFrom": "email_template",
+          "tableTo": "organization",
+          "columnsFrom": [
+            "organization_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "email_template_created_by_id_user_id_fk": {
+          "name": "email_template_created_by_id_user_id_fk",
+          "tableFrom": "email_template",
+          "tableTo": "user",
+          "columnsFrom": [
+            "created_by_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.interview": {
+      "name": "interview",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "application_id": {
+          "name": "application_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "title": {
+          "name": "title",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "type": {
+          "name": "type",
+          "type": "interview_type",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'video'"
+        },
+        "status": {
+          "name": "status",
+          "type": "interview_status",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'scheduled'"
+        },
+        "scheduled_at": {
+          "name": "scheduled_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "duration": {
+          "name": "duration",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 60
+        },
+        "location": {
+          "name": "location",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "notes": {
+          "name": "notes",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "interviewers": {
+          "name": "interviewers",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_by_id": {
+          "name": "created_by_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "invitation_sent_at": {
+          "name": "invitation_sent_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "candidate_response": {
+          "name": "candidate_response",
+          "type": "candidate_response",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'pending'"
+        },
+        "candidate_responded_at": {
+          "name": "candidate_responded_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "google_calendar_event_id": {
+          "name": "google_calendar_event_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "google_calendar_event_link": {
+          "name": "google_calendar_event_link",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "timezone": {
+          "name": "timezone",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'UTC'"
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "interview_organization_id_idx": {
+          "name": "interview_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "interview_application_id_idx": {
+          "name": "interview_application_id_idx",
+          "columns": [
+            {
+              "expression": "application_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "interview_scheduled_at_idx": {
+          "name": "interview_scheduled_at_idx",
+          "columns": [
+            {
+              "expression": "scheduled_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "interview_status_idx": {
+          "name": "interview_status_idx",
+          "columns": [
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "interview_created_by_id_idx": {
+          "name": "interview_created_by_id_idx",
+          "columns": [
+            {
+              "expression": "created_by_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "interview_organization_id_organization_id_fk": {
+          "name": "interview_organization_id_organization_id_fk",
+          "tableFrom": "interview",
+          "tableTo": "organization",
+          "columnsFrom": [
+            "organization_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "interview_application_id_application_id_fk": {
+          "name": "interview_application_id_application_id_fk",
+          "tableFrom": "interview",
+          "tableTo": "application",
+          "columnsFrom": [
+            "application_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "interview_created_by_id_user_id_fk": {
+          "name": "interview_created_by_id_user_id_fk",
+          "tableFrom": "interview",
+          "tableTo": "user",
+          "columnsFrom": [
+            "created_by_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.invite_link": {
+      "name": "invite_link",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_by_id": {
+          "name": "created_by_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "token": {
+          "name": "token",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "role": {
+          "name": "role",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'member'"
+        },
+        "max_uses": {
+          "name": "max_uses",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "use_count": {
+          "name": "use_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "expires_at": {
+          "name": "expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "revoked_at": {
+          "name": "revoked_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "invite_link_organization_id_idx": {
+          "name": "invite_link_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "invite_link_token_idx": {
+          "name": "invite_link_token_idx",
+          "columns": [
+            {
+              "expression": "token",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "invite_link_organization_id_organization_id_fk": {
+          "name": "invite_link_organization_id_organization_id_fk",
+          "tableFrom": "invite_link",
+          "tableTo": "organization",
+          "columnsFrom": [
+            "organization_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "invite_link_created_by_id_user_id_fk": {
+          "name": "invite_link_created_by_id_user_id_fk",
+          "tableFrom": "invite_link",
+          "tableTo": "user",
+          "columnsFrom": [
+            "created_by_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "invite_link_token_unique": {
+          "name": "invite_link_token_unique",
+          "nullsNotDistinct": false,
+          "columns": [
+            "token"
+          ]
+        }
+      },
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.job": {
+      "name": "job",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "title": {
+          "name": "title",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "slug": {
+          "name": "slug",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "description": {
+          "name": "description",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "location": {
+          "name": "location",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "type": {
+          "name": "type",
+          "type": "job_type",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'full_time'"
+        },
+        "status": {
+          "name": "status",
+          "type": "job_status",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'draft'"
+        },
+        "salary_min": {
+          "name": "salary_min",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "salary_max": {
+          "name": "salary_max",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "salary_currency": {
+          "name": "salary_currency",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "salary_unit": {
+          "name": "salary_unit",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "remote_status": {
+          "name": "remote_status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "valid_through": {
+          "name": "valid_through",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "require_resume": {
+          "name": "require_resume",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "require_cover_letter": {
+          "name": "require_cover_letter",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "auto_score_on_apply": {
+          "name": "auto_score_on_apply",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "job_organization_id_idx": {
+          "name": "job_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "job_organization_id_organization_id_fk": {
+          "name": "job_organization_id_organization_id_fk",
+          "tableFrom": "job",
+          "tableTo": "organization",
+          "columnsFrom": [
+            "organization_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "job_slug_unique": {
+          "name": "job_slug_unique",
+          "nullsNotDistinct": false,
+          "columns": [
+            "slug"
+          ]
+        }
+      },
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.job_question": {
+      "name": "job_question",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "job_id": {
+          "name": "job_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "type": {
+          "name": "type",
+          "type": "question_type",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'short_text'"
+        },
+        "label": {
+          "name": "label",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "description": {
+          "name": "description",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "required": {
+          "name": "required",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "options": {
+          "name": "options",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "display_order": {
+          "name": "display_order",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "job_question_organization_id_idx": {
+          "name": "job_question_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "job_question_job_id_idx": {
+          "name": "job_question_job_id_idx",
+          "columns": [
+            {
+              "expression": "job_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "job_question_organization_id_organization_id_fk": {
+          "name": "job_question_organization_id_organization_id_fk",
+          "tableFrom": "job_question",
+          "tableTo": "organization",
+          "columnsFrom": [
+            "organization_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "job_question_job_id_job_id_fk": {
+          "name": "job_question_job_id_job_id_fk",
+          "tableFrom": "job_question",
+          "tableTo": "job",
+          "columnsFrom": [
+            "job_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.join_request": {
+      "name": "join_request",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "message": {
+          "name": "message",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "status": {
+          "name": "status",
+          "type": "join_request_status",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'pending'"
+        },
+        "reviewed_by_id": {
+          "name": "reviewed_by_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "reviewed_at": {
+          "name": "reviewed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "join_request_organization_id_idx": {
+          "name": "join_request_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "join_request_user_id_idx": {
+          "name": "join_request_user_id_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "join_request_status_idx": {
+          "name": "join_request_status_idx",
+          "columns": [
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "join_request_user_id_user_id_fk": {
+          "name": "join_request_user_id_user_id_fk",
+          "tableFrom": "join_request",
+          "tableTo": "user",
+          "columnsFrom": [
+            "user_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "join_request_organization_id_organization_id_fk": {
+          "name": "join_request_organization_id_organization_id_fk",
+          "tableFrom": "join_request",
+          "tableTo": "organization",
+          "columnsFrom": [
+            "organization_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "join_request_reviewed_by_id_user_id_fk": {
+          "name": "join_request_reviewed_by_id_user_id_fk",
+          "tableFrom": "join_request",
+          "tableTo": "user",
+          "columnsFrom": [
+            "reviewed_by_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "no action",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.question_response": {
+      "name": "question_response",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "application_id": {
+          "name": "application_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "question_id": {
+          "name": "question_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "value": {
+          "name": "value",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "question_response_organization_id_idx": {
+          "name": "question_response_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "question_response_application_id_idx": {
+          "name": "question_response_application_id_idx",
+          "columns": [
+            {
+              "expression": "application_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "question_response_question_id_idx": {
+          "name": "question_response_question_id_idx",
+          "columns": [
+            {
+              "expression": "question_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "question_response_organization_id_organization_id_fk": {
+          "name": "question_response_organization_id_organization_id_fk",
+          "tableFrom": "question_response",
+          "tableTo": "organization",
+          "columnsFrom": [
+            "organization_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "question_response_application_id_application_id_fk": {
+          "name": "question_response_application_id_application_id_fk",
+          "tableFrom": "question_response",
+          "tableTo": "application",
+          "columnsFrom": [
+            "application_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "question_response_question_id_job_question_id_fk": {
+          "name": "question_response_question_id_job_question_id_fk",
+          "tableFrom": "question_response",
+          "tableTo": "job_question",
+          "columnsFrom": [
+            "question_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.scoring_criterion": {
+      "name": "scoring_criterion",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "job_id": {
+          "name": "job_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "key": {
+          "name": "key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "description": {
+          "name": "description",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "category": {
+          "name": "category",
+          "type": "criterion_category",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'custom'"
+        },
+        "max_score": {
+          "name": "max_score",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 10
+        },
+        "weight": {
+          "name": "weight",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 50
+        },
+        "display_order": {
+          "name": "display_order",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "scoring_criterion_organization_id_idx": {
+          "name": "scoring_criterion_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "scoring_criterion_job_id_idx": {
+          "name": "scoring_criterion_job_id_idx",
+          "columns": [
+            {
+              "expression": "job_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "scoring_criterion_job_key_idx": {
+          "name": "scoring_criterion_job_key_idx",
+          "columns": [
+            {
+              "expression": "job_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "key",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "scoring_criterion_organization_id_organization_id_fk": {
+          "name": "scoring_criterion_organization_id_organization_id_fk",
+          "tableFrom": "scoring_criterion",
+          "tableTo": "organization",
+          "columnsFrom": [
+            "organization_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "scoring_criterion_job_id_job_id_fk": {
+          "name": "scoring_criterion_job_id_job_id_fk",
+          "tableFrom": "scoring_criterion",
+          "tableTo": "job",
+          "columnsFrom": [
+            "job_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    }
+  },
+  "enums": {
+    "public.activity_action": {
+      "name": "activity_action",
+      "schema": "public",
+      "values": [
+        "created",
+        "updated",
+        "deleted",
+        "status_changed",
+        "comment_added",
+        "member_invited",
+        "member_removed",
+        "member_role_changed",
+        "scored"
+      ]
+    },
+    "public.analysis_run_status": {
+      "name": "analysis_run_status",
+      "schema": "public",
+      "values": [
+        "completed",
+        "failed",
+        "partial"
+      ]
+    },
+    "public.application_status": {
+      "name": "application_status",
+      "schema": "public",
+      "values": [
+        "new",
+        "screening",
+        "interview",
+        "offer",
+        "hired",
+        "rejected"
+      ]
+    },
+    "public.calendar_provider": {
+      "name": "calendar_provider",
+      "schema": "public",
+      "values": [
+        "google"
+      ]
+    },
+    "public.candidate_response": {
+      "name": "candidate_response",
+      "schema": "public",
+      "values": [
+        "pending",
+        "accepted",
+        "declined",
+        "tentative"
+      ]
+    },
+    "public.comment_target": {
+      "name": "comment_target",
+      "schema": "public",
+      "values": [
+        "candidate",
+        "application",
+        "job"
+      ]
+    },
+    "public.criterion_category": {
+      "name": "criterion_category",
+      "schema": "public",
+      "values": [
+        "technical",
+        "experience",
+        "soft_skills",
+        "education",
+        "culture",
+        "custom"
+      ]
+    },
+    "public.document_type": {
+      "name": "document_type",
+      "schema": "public",
+      "values": [
+        "resume",
+        "cover_letter",
+        "other"
+      ]
+    },
+    "public.interview_status": {
+      "name": "interview_status",
+      "schema": "public",
+      "values": [
+        "scheduled",
+        "completed",
+        "cancelled",
+        "no_show"
+      ]
+    },
+    "public.interview_type": {
+      "name": "interview_type",
+      "schema": "public",
+      "values": [
+        "phone",
+        "video",
+        "in_person",
+        "panel",
+        "technical",
+        "take_home"
+      ]
+    },
+    "public.job_status": {
+      "name": "job_status",
+      "schema": "public",
+      "values": [
+        "draft",
+        "open",
+        "closed",
+        "archived"
+      ]
+    },
+    "public.job_type": {
+      "name": "job_type",
+      "schema": "public",
+      "values": [
+        "full_time",
+        "part_time",
+        "contract",
+        "internship"
+      ]
+    },
+    "public.join_request_status": {
+      "name": "join_request_status",
+      "schema": "public",
+      "values": [
+        "pending",
+        "approved",
+        "rejected"
+      ]
+    },
+    "public.question_type": {
+      "name": "question_type",
+      "schema": "public",
+      "values": [
+        "short_text",
+        "long_text",
+        "single_select",
+        "multi_select",
+        "number",
+        "date",
+        "url",
+        "checkbox",
+        "file_upload"
+      ]
+    }
+  },
+  "schemas": {},
+  "sequences": {},
+  "roles": {},
+  "policies": {},
+  "views": {},
+  "_meta": {
+    "columns": {},
+    "schemas": {},
+    "tables": {}
+  }
+}
\ No newline at end of file
diff --git a/server/database/migrations/meta/_journal.json b/server/database/migrations/meta/_journal.json
index 7a3caba5..764d2437 100644
--- a/server/database/migrations/meta/_journal.json
+++ b/server/database/migrations/meta/_journal.json
@@ -113,6 +113,13 @@
       "when": 1773733547482,
       "tag": "0015_closed_william_stryker",
       "breakpoints": true
+    },
+    {
+      "idx": 16,
+      "version": "7",
+      "when": 1773738744180,
+      "tag": "0016_first_spyke",
+      "breakpoints": true
     }
   ]
 }
\ No newline at end of file
diff --git a/server/database/schema/app.ts b/server/database/schema/app.ts
index cd299ee6..fef82961 100644
--- a/server/database/schema/app.ts
+++ b/server/database/schema/app.ts
@@ -53,6 +53,8 @@ export const job = pgTable('job', {
   // ── Application form settings ──
   requireResume: boolean('require_resume').notNull().default(false),
   requireCoverLetter: boolean('require_cover_letter').notNull().default(false),
+  // ── AI scoring settings ──
+  autoScoreOnApply: boolean('auto_score_on_apply').notNull().default(false),
   // ── Timestamps ──
   createdAt: timestamp('created_at').notNull().defaultNow(),
   updatedAt: timestamp('updated_at').notNull().defaultNow(),
@@ -486,7 +488,7 @@ export const analysisRun = pgTable('analysis_run', {
   /** Raw LLM response for debugging (sanitized — no PII stored) */
   rawResponse: jsonb('raw_response'),
   errorMessage: text('error_message'),
-  scoredById: text('scored_by_id').notNull().references(() => user.id, { onDelete: 'cascade' }),
+  scoredById: text('scored_by_id').references(() => user.id, { onDelete: 'cascade' }),
   createdAt: timestamp('created_at').notNull().defaultNow(),
 }, (t) => ([
   index('analysis_run_organization_id_idx').on(t.organizationId),
diff --git a/server/utils/ai/autoScore.ts b/server/utils/ai/autoScore.ts
new file mode 100644
index 00000000..0f38baa3
--- /dev/null
+++ b/server/utils/ai/autoScore.ts
@@ -0,0 +1,143 @@
+/**
+ * Fire-and-forget AI scoring for a single application.
+ * Called when autoScoreOnApply is enabled on a job.
+ * Silently skips if AI config, criteria, or resume are missing.
+ */
+import { eq, and } from 'drizzle-orm'
+import {
+  application, aiConfig, scoringCriterion, criterionScore,
+  analysisRun, document,
+} from '../../database/schema'
+import { scoreApplication, computeCompositeScore } from './scoring'
+import type { CriterionDefinition } from './scoring'
+
+export async function autoScoreApplication(applicationId: string, orgId: string) {
+  const app = await db.query.application.findFirst({
+    where: and(eq(application.id, applicationId), eq(application.organizationId, orgId)),
+    with: {
+      candidate: { columns: { id: true, firstName: true, lastName: true } },
+      job: { columns: { id: true, title: true, description: true } },
+    },
+  })
+  if (!app) return
+
+  const config = await db.query.aiConfig.findFirst({
+    where: eq(aiConfig.organizationId, orgId),
+  })
+  if (!config) return
+
+  const criteria = await db.select().from(scoringCriterion)
+    .where(and(
+      eq(scoringCriterion.jobId, app.job.id),
+      eq(scoringCriterion.organizationId, orgId),
+    ))
+  if (criteria.length === 0) return
+
+  const docs = await db.select({ parsedContent: document.parsedContent, type: document.type })
+    .from(document)
+    .where(and(eq(document.candidateId, app.candidate.id), eq(document.organizationId, orgId)))
+
+  const resumeDoc = docs.find(d => d.type === 'resume')
+  const resumeText = resumeDoc?.parsedContent
+    ? (typeof resumeDoc.parsedContent === 'string'
+      ? resumeDoc.parsedContent
+      : JSON.stringify(resumeDoc.parsedContent))
+    : null
+  if (!resumeText) return
+
+  if (!app.job.description) return
+
+  const criteriaDefinitions: CriterionDefinition[] = criteria.map(c => ({
+    key: c.key,
+    name: c.name,
+    description: c.description,
+    category: c.category,
+    maxScore: c.maxScore,
+    weight: c.weight,
+  }))
+
+  const providerConfig = {
+    provider: config.provider as 'openai' | 'anthropic' | 'openai_compatible',
+    model: config.model,
+    apiKeyEncrypted: config.apiKeyEncrypted,
+    baseUrl: config.baseUrl,
+    maxTokens: config.maxTokens,
+  }
+
+  let result
+  try {
+    result = await scoreApplication(providerConfig, {
+      jobTitle: app.job.title,
+      jobDescription: app.job.description,
+      criteria: criteriaDefinitions,
+      resumeText,
+      coverLetterText: app.coverLetterText,
+      applicationNotes: app.notes,
+    })
+  } catch (err: any) {
+    await db.insert(analysisRun).values({
+      organizationId: orgId,
+      applicationId,
+      status: 'failed',
+      provider: config.provider,
+      model: config.model,
+      criteriaSnapshot: criteriaDefinitions as any,
+      errorMessage: err?.message ?? 'Unknown error',
+    })
+    return
+  }
+
+  const compositeScore = computeCompositeScore(criteriaDefinitions, result.scoring.evaluations)
+
+  await db.delete(criterionScore)
+    .where(and(
+      eq(criterionScore.applicationId, applicationId),
+      eq(criterionScore.organizationId, orgId),
+    ))
+
+  const scoreValues = result.scoring.evaluations.map(evaluation => ({
+    organizationId: orgId,
+    applicationId,
+    criterionKey: evaluation.criterionKey,
+    maxScore: evaluation.maxScore,
+    applicantScore: evaluation.applicantScore,
+    confidence: evaluation.confidence,
+    evidence: evaluation.evidence,
+    strengths: evaluation.strengths,
+    gaps: evaluation.gaps,
+  }))
+
+  if (scoreValues.length > 0) {
+    await db.insert(criterionScore).values(scoreValues)
+  }
+
+  await db.update(application)
+    .set({ score: compositeScore, updatedAt: new Date() })
+    .where(eq(application.id, applicationId))
+
+  await db.insert(analysisRun).values({
+    organizationId: orgId,
+    applicationId,
+    status: 'completed',
+    provider: config.provider,
+    model: config.model,
+    criteriaSnapshot: criteriaDefinitions as any,
+    compositeScore,
+    promptTokens: result.usage.promptTokens,
+    completionTokens: result.usage.completionTokens,
+  })
+
+  recordActivity({
+    organizationId: orgId,
+    actorId: 'system',
+    action: 'scored',
+    resourceType: 'application',
+    resourceId: applicationId,
+    metadata: {
+      compositeScore,
+      model: config.model,
+      criterionCount: result.scoring.evaluations.length,
+      autoScored: true,
+    },
+  })
+}
diff --git a/server/utils/ai/scoring.ts b/server/utils/ai/scoring.ts
index 15f15c18..6e098ac6 100644
--- a/server/utils/ai/scoring.ts
+++ b/server/utils/ai/scoring.ts
@@ -163,7 +163,7 @@ const generatedCriteriaSchema = z.object({
     name: z.string(),
     description: z.string(),
     category: z.enum(['technical', 'experience', 'soft_skills', 'education', 'culture', 'custom']),
-    maxScore: z.literal(10),
+    maxScore: z.number().int().min(1).max(10).describe('Always use 10'),
     suggestedWeight: z.number().int().min(10).max(100),
   })),
 })
diff --git a/server/utils/schemas/job.ts b/server/utils/schemas/job.ts
index 2f90f928..aac7d756 100644
--- a/server/utils/schemas/job.ts
+++ b/server/utils/schemas/job.ts
@@ -27,6 +27,8 @@ export const createJobSchema = z.object({
   requireResume: z.boolean().optional().default(false),
   /** Whether the application form asks for a cover letter upload */
   requireCoverLetter: z.boolean().optional().default(false),
+  /** Whether to automatically run AI scoring when a candidate applies */
+  autoScoreOnApply: z.boolean().optional().default(false),
 })
 
 /** Schema for updating an existing job (all fields optional, no defaults — PATCH semantics) */
@@ -44,6 +46,7 @@ export const updateJobSchema = z.object({
   validThrough: z.coerce.date().optional(),
   requireResume: z.boolean().optional(),
   requireCoverLetter: z.boolean().optional(),
+  autoScoreOnApply: z.boolean().optional(),
   status: z.enum(['draft', 'open', 'closed', 'archived']).optional(),
 })
 

From e6279d004612cc1544f1f1c9f957cef55bb4440e Mon Sep 17 00:00:00 2001
From: Joachim <joachim.l.kolle.pers@gmail.com>
Date: Tue, 17 Mar 2026 11:13:57 +0100
Subject: [PATCH 03/10] feat: add document parsing functionality

- Implemented a new endpoint to re-parse individual documents by ID, extracting text content and updating the database.
- Created a batch processing endpoint to re-parse all documents in an organization that lack parsed content, providing a summary of successes and failures.
- Developed a resume parser utility to handle PDF, DOCX, and DOC formats, extracting structured content and metadata.
- Added unit tests for the resume parser to ensure correct functionality and error handling for various document types.
---
 app/components/AppTopBar.vue                  |   1 +
 app/pages/dashboard/jobs/[id]/ai-analysis.vue | 605 ++++++++++++++
 package-lock.json                             | 787 +++++++++++++++++-
 package.json                                  |   5 +
 server/api/applications/[id]/analyze.post.ts  |   7 +-
 .../candidates/[id]/documents/index.post.ts   |  10 +-
 server/api/documents/[id]/parse.post.ts       |  68 ++
 server/api/documents/parse-all.post.ts        |  74 ++
 server/api/public/jobs/[slug]/apply.post.ts   |   9 +
 server/utils/ai/autoScore.ts                  |   7 +-
 server/utils/resume-parser.ts                 | 319 +++++++
 server/utils/s3.ts                            |  22 +
 tests/unit/resume-parser.test.ts              | 157 ++++
 13 files changed, 2053 insertions(+), 18 deletions(-)
 create mode 100644 app/pages/dashboard/jobs/[id]/ai-analysis.vue
 create mode 100644 server/api/documents/[id]/parse.post.ts
 create mode 100644 server/api/documents/parse-all.post.ts
 create mode 100644 server/utils/resume-parser.ts
 create mode 100644 tests/unit/resume-parser.test.ts

diff --git a/app/components/AppTopBar.vue b/app/components/AppTopBar.vue
index 963aad89..e45de4ea 100644
--- a/app/components/AppTopBar.vue
+++ b/app/components/AppTopBar.vue
@@ -110,6 +110,7 @@ const jobTabs = computed(() => {
     { label: 'Pipeline', to: base, icon: Kanban, exact: true },
     { label: 'Table', to: `${base}/candidates`, icon: Table2, exact: true },
     { label: 'Application Form', to: `${base}/application-form`, icon: FileText, exact: true },
+    { label: 'AI Analysis', to: `${base}/ai-analysis`, icon: Sparkles, exact: true },
   ]
 })
 
diff --git a/app/pages/dashboard/jobs/[id]/ai-analysis.vue b/app/pages/dashboard/jobs/[id]/ai-analysis.vue
new file mode 100644
index 00000000..fa37f25f
--- /dev/null
+++ b/app/pages/dashboard/jobs/[id]/ai-analysis.vue
@@ -0,0 +1,605 @@
+<script setup lang="ts">
+import {
+  Brain, Sparkles, SlidersHorizontal, Plus, Trash2, Loader2, Save, RotateCcw,
+} from 'lucide-vue-next'
+
+definePageMeta({
+  layout: 'dashboard',
+  middleware: ['auth', 'require-org'],
+})
+
+const route = useRoute()
+const jobId = route.params.id as string
+const toast = useToast()
+
+const { job, status: jobFetchStatus, error: jobError, updateJob } = useJob(jobId)
+
+useSeoMeta({
+  title: computed(() =>
+    job.value ? `AI Analysis — ${job.value.title} — Reqcore` : 'AI Analysis — Reqcore',
+  ),
+  robots: 'noindex, nofollow',
+})
+
+// ─────────────────────────────────────────────
+// Types & constants
+// ─────────────────────────────────────────────
+
+type ScoringCriterionDraft = {
+  key: string
+  name: string
+  description: string
+  category: 'technical' | 'experience' | 'soft_skills' | 'education' | 'culture' | 'custom'
+  maxScore: number
+  weight: number
+}
+
+const categoryLabels: Record<string, string> = {
+  technical: 'Technical',
+  experience: 'Experience',
+  soft_skills: 'Soft Skills',
+  education: 'Education',
+  culture: 'Culture',
+  custom: 'Custom',
+}
+
+const categoryColorClasses: Record<string, string> = {
+  technical: 'bg-blue-50 text-blue-700 ring-blue-200 dark:bg-blue-950/50 dark:text-blue-300 dark:ring-blue-800',
+  experience: 'bg-purple-50 text-purple-700 ring-purple-200 dark:bg-purple-950/50 dark:text-purple-300 dark:ring-purple-800',
+  soft_skills: 'bg-amber-50 text-amber-700 ring-amber-200 dark:bg-amber-950/50 dark:text-amber-300 dark:ring-amber-800',
+  education: 'bg-emerald-50 text-emerald-700 ring-emerald-200 dark:bg-emerald-950/50 dark:text-emerald-300 dark:ring-emerald-800',
+  culture: 'bg-pink-50 text-pink-700 ring-pink-200 dark:bg-pink-950/50 dark:text-pink-300 dark:ring-pink-800',
+  custom: 'bg-surface-50 text-surface-700 ring-surface-200 dark:bg-surface-800/50 dark:text-surface-300 dark:ring-surface-700',
+}
+
+// ─────────────────────────────────────────────
+// Fetch existing criteria
+// ─────────────────────────────────────────────
+
+const { data: criteriaData, status: criteriaFetchStatus, refresh: refreshCriteria } = useFetch(
+  () => `/api/jobs/${jobId}/criteria`,
+  {
+    key: `job-criteria-${jobId}`,
+    headers: useRequestHeaders(['cookie']),
+  },
+)
+
+const scoringCriteria = ref<ScoringCriterionDraft[]>([])
+const hasUnsavedChanges = ref(false)
+
+// Sync fetched criteria into editable state
+watch(criteriaData, (data) => {
+  if (data?.criteria) {
+    scoringCriteria.value = data.criteria.map((c: any) => ({
+      key: c.key,
+      name: c.name,
+      description: c.description ?? '',
+      category: c.category ?? 'custom',
+      maxScore: c.maxScore ?? 10,
+      weight: c.weight ?? 50,
+    }))
+    hasUnsavedChanges.value = false
+  }
+}, { immediate: true })
+
+// Track changes
+watch(scoringCriteria, () => {
+  hasUnsavedChanges.value = true
+}, { deep: true })
+
+// ─────────────────────────────────────────────
+// Auto-score toggle
+// ─────────────────────────────────────────────
+
+const autoScoreOnApply = ref(false)
+const isSavingAutoScore = ref(false)
+
+watch(job, (j) => {
+  if (j) autoScoreOnApply.value = (j as any).autoScoreOnApply ?? false
+}, { immediate: true })
+
+async function toggleAutoScore() {
+  isSavingAutoScore.value = true
+  try {
+    await $fetch(`/api/jobs/${jobId}`, {
+      method: 'PATCH',
+      body: { autoScoreOnApply: autoScoreOnApply.value },
+    })
+    toast.success('Auto-score setting updated')
+  } catch (err: any) {
+    toast.error('Failed to update setting', { message: err?.data?.statusMessage })
+    autoScoreOnApply.value = !autoScoreOnApply.value
+  } finally {
+    isSavingAutoScore.value = false
+  }
+}
+
+// ─────────────────────────────────────────────
+// Template loading
+// ─────────────────────────────────────────────
+
+const selectedTemplate = ref<'standard' | 'technical' | 'non_technical'>('standard')
+
+const templates: Record<string, ScoringCriterionDraft[]> = {
+  standard: [
+    { key: 'technical_skills', name: 'Technical Skills', description: 'Evaluate the candidate\'s technical competencies against the job requirements.', category: 'technical', maxScore: 10, weight: 50 },
+    { key: 'relevant_experience', name: 'Relevant Experience', description: 'Assess years and quality of experience directly relevant to the role.', category: 'experience', maxScore: 10, weight: 50 },
+    { key: 'education_fit', name: 'Education & Certifications', description: 'Evaluate educational background and certifications relevant to the position.', category: 'education', maxScore: 10, weight: 30 },
+  ],
+  technical: [
+    { key: 'core_tech_stack', name: 'Core Tech Stack Match', description: 'How well the candidate\'s technical skills match the primary technologies.', category: 'technical', maxScore: 10, weight: 70 },
+    { key: 'system_design', name: 'System Design & Architecture', description: 'Evidence of system design experience and architectural decision-making.', category: 'technical', maxScore: 10, weight: 50 },
+    { key: 'engineering_practices', name: 'Engineering Practices', description: 'Testing, CI/CD, code review, and software development lifecycle experience.', category: 'technical', maxScore: 10, weight: 40 },
+    { key: 'relevant_experience', name: 'Relevant Experience', description: 'Years and depth of experience in similar roles or domains.', category: 'experience', maxScore: 10, weight: 50 },
+    { key: 'leadership_collab', name: 'Leadership & Collaboration', description: 'Evidence of mentoring, tech leadership, and cross-team collaboration.', category: 'soft_skills', maxScore: 10, weight: 30 },
+  ],
+  non_technical: [
+    { key: 'relevant_experience', name: 'Relevant Experience', description: 'Depth and breadth of experience applicable to the role.', category: 'experience', maxScore: 10, weight: 60 },
+    { key: 'communication', name: 'Communication Skills', description: 'Evidence of written and verbal communication ability.', category: 'soft_skills', maxScore: 10, weight: 50 },
+    { key: 'domain_knowledge', name: 'Domain Knowledge', description: 'Relevant industry or domain expertise.', category: 'experience', maxScore: 10, weight: 40 },
+    { key: 'education_fit', name: 'Education & Certifications', description: 'Educational background and certifications relevant to the position.', category: 'education', maxScore: 10, weight: 30 },
+    { key: 'culture_fit', name: 'Culture & Values Alignment', description: 'Indicators of alignment with company values and team culture.', category: 'culture', maxScore: 10, weight: 30 },
+  ],
+}
+
+function loadTemplate(template: 'standard' | 'technical' | 'non_technical') {
+  scoringCriteria.value = structuredClone(templates[template] ?? [])
+}
+
+// ─────────────────────────────────────────────
+// AI generation
+// ─────────────────────────────────────────────
+
+const isGeneratingCriteria = ref(false)
+
+async function generateAiCriteria() {
+  if (!job.value?.description) {
+    toast.warning('Job description required', 'Add a job description first so AI can generate relevant criteria.')
+    return
+  }
+  isGeneratingCriteria.value = true
+  try {
+    const result = await $fetch('/api/ai-config/generate-criteria', {
+      method: 'POST',
+      body: {
+        title: job.value.title,
+        description: job.value.description,
+      },
+    })
+    scoringCriteria.value = (result.criteria ?? []).map((c: any) => ({
+      key: c.key,
+      name: c.name,
+      description: c.description ?? '',
+      category: c.category ?? 'custom',
+      maxScore: c.maxScore ?? 10,
+      weight: c.weight ?? 50,
+    }))
+    toast.success('Criteria generated', `${scoringCriteria.value.length} scoring criteria created from job description.`)
+  } catch (err: any) {
+    const statusCode = err?.data?.statusCode ?? err?.statusCode
+    const statusMessage = err?.data?.statusMessage ?? ''
+    if (statusCode === 422 && statusMessage.includes('AI provider not configured')) {
+      toast.add({
+        type: 'warning',
+        title: 'AI provider not configured',
+        message: 'Set up your AI provider and model before generating criteria.',
+        link: { label: 'Go to AI Settings', href: '/dashboard/settings/ai' },
+        duration: 10000,
+      })
+    } else {
+      toast.error('Failed to generate criteria', { message: statusMessage })
+    }
+  } finally {
+    isGeneratingCriteria.value = false
+  }
+}
+
+// ─────────────────────────────────────────────
+// Custom criterion form
+// ─────────────────────────────────────────────
+
+const showCustomForm = ref(false)
+const customCriterionForm = ref({
+  key: '',
+  name: '',
+  description: '',
+  category: 'custom' as ScoringCriterionDraft['category'],
+  maxScore: 10,
+  weight: 50,
+})
+
+function autoGenerateKey(name: string): string {
+  return name.toLowerCase().trim()
+    .replace(/[^a-z0-9\s]/g, '')
+    .replace(/\s+/g, '_')
+    .slice(0, 50)
+}
+
+function addCustomCriterion() {
+  const f = customCriterionForm.value
+  if (!f.key || !f.name) return
+
+  const keyExists = scoringCriteria.value.some(c => c.key === f.key)
+  if (keyExists) {
+    toast.warning('Duplicate criterion', `A criterion with key "${f.key}" already exists.`)
+    return
+  }
+
+  scoringCriteria.value.push({
+    key: f.key,
+    name: f.name,
+    description: f.description,
+    category: f.category,
+    maxScore: f.maxScore,
+    weight: f.weight,
+  })
+  customCriterionForm.value = { key: '', name: '', description: '', category: 'custom', maxScore: 10, weight: 50 }
+  showCustomForm.value = false
+}
+
+function removeCriterion(key: string) {
+  scoringCriteria.value = scoringCriteria.value.filter(c => c.key !== key)
+}
+
+// ─────────────────────────────────────────────
+// Save criteria (POST replaces all)
+// ─────────────────────────────────────────────
+
+const isSaving = ref(false)
+
+async function saveCriteria() {
+  isSaving.value = true
+  try {
+    await $fetch(`/api/jobs/${jobId}/criteria`, {
+      method: 'POST',
+      body: {
+        criteria: scoringCriteria.value.map((c, i) => ({
+          key: c.key,
+          name: c.name,
+          description: c.description || undefined,
+          category: c.category,
+          maxScore: c.maxScore,
+          weight: c.weight,
+          displayOrder: i,
+        })),
+      },
+    })
+    hasUnsavedChanges.value = false
+    toast.success('Criteria saved', `${scoringCriteria.value.length} scoring criteria updated.`)
+    await refreshCriteria()
+  } catch (err: any) {
+    toast.error('Failed to save criteria', { message: err?.data?.statusMessage })
+  } finally {
+    isSaving.value = false
+  }
+}
+
+function resetCriteria() {
+  if (criteriaData.value?.criteria) {
+    scoringCriteria.value = criteriaData.value.criteria.map((c: any) => ({
+      key: c.key,
+      name: c.name,
+      description: c.description ?? '',
+      category: c.category ?? 'custom',
+      maxScore: c.maxScore ?? 10,
+      weight: c.weight ?? 50,
+    }))
+  } else {
+    scoringCriteria.value = []
+  }
+  hasUnsavedChanges.value = false
+}
+</script>
+
+<template>
+  <div class="mx-auto max-w-3xl">
+    <!-- Loading -->
+    <div v-if="jobFetchStatus === 'pending' || criteriaFetchStatus === 'pending'" class="text-center py-12 text-surface-400">
+      Loading…
+    </div>
+
+    <!-- Error -->
+    <div
+      v-else-if="jobError"
+      class="rounded-lg border border-danger-200 dark:border-danger-800 bg-danger-50 dark:bg-danger-950 p-4 text-sm text-danger-700 dark:text-danger-400"
+    >
+      {{ jobError.statusCode === 404 ? 'Job not found.' : 'Failed to load job.' }}
+      <NuxtLink :to="$localePath('/dashboard')" class="underline ml-1">Back to Jobs</NuxtLink>
+    </div>
+
+    <template v-else-if="job">
+      <!-- Header -->
+      <div class="mb-6">
+        <h1 class="text-2xl font-bold text-surface-900 dark:text-surface-50">AI Analysis</h1>
+        <p class="text-sm text-surface-500 dark:text-surface-400 mt-1">
+          Configure how AI evaluates and scores candidates for <strong>{{ job.title }}</strong>.
+        </p>
+      </div>
+
+      <!-- Empty state: mode selection -->
+      <div v-if="scoringCriteria.length === 0" class="space-y-6">
+        <div class="grid grid-cols-1 md:grid-cols-3 gap-4">
+          <!-- Pre-made templates -->
+          <button
+            type="button"
+            class="relative flex flex-col items-start gap-3 p-5 rounded-xl border-2 text-left transition-all hover:shadow-md border-surface-200 dark:border-surface-800 hover:border-surface-300 dark:hover:border-surface-700"
+            @click="selectedTemplate = 'standard'"
+          >
+            <div class="inline-flex items-center justify-center size-10 rounded-lg bg-brand-100 dark:bg-brand-900/50">
+              <Brain class="size-5 text-brand-600 dark:text-brand-400" />
+            </div>
+            <div>
+              <span class="block text-sm font-semibold text-surface-900 dark:text-surface-100">Pre-made templates</span>
+              <span class="text-xs text-surface-500 dark:text-surface-400 mt-1 block leading-relaxed">
+                Choose from expert-designed scoring rubrics for common role types.
+              </span>
+            </div>
+          </button>
+
+          <!-- AI from job description -->
+          <button
+            type="button"
+            class="relative flex flex-col items-start gap-3 p-5 rounded-xl border-2 text-left transition-all hover:shadow-md border-surface-200 dark:border-surface-800 hover:border-surface-300 dark:hover:border-surface-700"
+            @click="generateAiCriteria()"
+          >
+            <div class="inline-flex items-center justify-center size-10 rounded-lg bg-purple-100 dark:bg-purple-900/50">
+              <Sparkles class="size-5 text-purple-600 dark:text-purple-400" />
+            </div>
+            <div>
+              <span class="block text-sm font-semibold text-surface-900 dark:text-surface-100">Generate from job description</span>
+              <span class="text-xs text-surface-500 dark:text-surface-400 mt-1 block leading-relaxed">
+                AI analyzes your job description and creates tailored criteria.
+              </span>
+            </div>
+            <span v-if="isGeneratingCriteria" class="absolute top-3 right-3">
+              <Loader2 class="size-4 text-purple-600 animate-spin" />
+            </span>
+          </button>
+
+          <!-- Custom criteria -->
+          <button
+            type="button"
+            class="relative flex flex-col items-start gap-3 p-5 rounded-xl border-2 text-left transition-all hover:shadow-md border-surface-200 dark:border-surface-800 hover:border-surface-300 dark:hover:border-surface-700"
+            @click="showCustomForm = true"
+          >
+            <div class="inline-flex items-center justify-center size-10 rounded-lg bg-emerald-100 dark:bg-emerald-900/50">
+              <SlidersHorizontal class="size-5 text-emerald-600 dark:text-emerald-400" />
+            </div>
+            <div>
+              <span class="block text-sm font-semibold text-surface-900 dark:text-surface-100">Write your own</span>
+              <span class="text-xs text-surface-500 dark:text-surface-400 mt-1 block leading-relaxed">
+                Create custom scoring criteria tailored to your exact needs.
+              </span>
+            </div>
+          </button>
+        </div>
+
+        <!-- Pre-made template selector -->
+        <div class="grid grid-cols-1 md:grid-cols-3 gap-3">
+          <button
+            v-for="tmpl in [
+              { key: 'standard', label: 'Standard', desc: '3 balanced criteria for any role' },
+              { key: 'technical', label: 'Technical', desc: '5 criteria focused on engineering' },
+              { key: 'non_technical', label: 'Non-Technical', desc: '5 criteria for business roles' },
+            ] as const"
+            :key="tmpl.key"
+            type="button"
+            class="p-4 rounded-lg border text-left transition-all"
+            :class="selectedTemplate === tmpl.key
+              ? 'border-brand-400 dark:border-brand-600 bg-brand-50 dark:bg-brand-950/30'
+              : 'border-surface-200 dark:border-surface-800 hover:bg-surface-50 dark:hover:bg-surface-800/50'"
+            @click="selectedTemplate = tmpl.key; loadTemplate(tmpl.key)"
+          >
+            <span class="block text-sm font-medium text-surface-900 dark:text-surface-100">{{ tmpl.label }}</span>
+            <span class="text-xs text-surface-500">{{ tmpl.desc }}</span>
+          </button>
+        </div>
+
+        <!-- No criteria hint -->
+        <div class="text-center py-4 text-sm text-surface-400">
+          <p>No scoring criteria configured yet. Choose a starting point above, or add criteria manually.</p>
+        </div>
+      </div>
+
+      <!-- Criteria list -->
+      <div v-if="scoringCriteria.length > 0" class="space-y-4">
+        <div class="flex items-center justify-between">
+          <h3 class="text-sm font-semibold text-surface-800 dark:text-surface-200">
+            {{ scoringCriteria.length }} {{ scoringCriteria.length === 1 ? 'criterion' : 'criteria' }} configured
+          </h3>
+          <div class="flex items-center gap-2">
+            <button
+              v-if="hasUnsavedChanges"
+              type="button"
+              class="inline-flex items-center gap-1.5 text-xs text-surface-500 hover:text-surface-700 dark:hover:text-surface-300"
+              @click="resetCriteria"
+            >
+              <RotateCcw class="size-3" />
+              Reset
+            </button>
+            <button
+              type="button"
+              class="text-xs text-danger-600 dark:text-danger-400 hover:underline"
+              @click="scoringCriteria = []"
+            >
+              Clear all
+            </button>
+          </div>
+        </div>
+
+        <div class="space-y-3">
+          <div
+            v-for="criterion in scoringCriteria"
+            :key="criterion.key"
+            class="rounded-xl border border-surface-200 dark:border-surface-800 bg-white dark:bg-surface-950 p-4 transition-all hover:shadow-sm"
+          >
+            <div class="flex items-start justify-between gap-3 mb-3">
+              <div class="flex-1 min-w-0">
+                <div class="flex items-center gap-2 mb-1">
+                  <span class="text-sm font-semibold text-surface-900 dark:text-surface-100">{{ criterion.name }}</span>
+                  <span
+                    class="inline-flex items-center rounded-full px-2 py-0.5 text-[10px] font-medium ring-1 ring-inset"
+                    :class="categoryColorClasses[criterion.category] ?? categoryColorClasses.custom"
+                  >
+                    {{ categoryLabels[criterion.category] ?? criterion.category }}
+                  </span>
+                </div>
+                <p v-if="criterion.description" class="text-xs text-surface-500 dark:text-surface-400 leading-relaxed">
+                  {{ criterion.description }}
+                </p>
+              </div>
+              <button
+                type="button"
+                class="rounded p-1 text-surface-400 hover:text-danger-600 dark:hover:text-danger-400 hover:bg-danger-50 dark:hover:bg-danger-950 transition-colors shrink-0"
+                title="Remove"
+                @click="removeCriterion(criterion.key)"
+              >
+                <Trash2 class="size-4" />
+              </button>
+            </div>
+
+            <!-- Weight slider -->
+            <div class="flex items-center gap-4">
+              <label class="text-xs font-medium text-surface-500 dark:text-surface-400 shrink-0 w-12">Weight</label>
+              <input
+                type="range"
+                :min="0"
+                :max="100"
+                v-model.number="criterion.weight"
+                class="flex-1 h-2 rounded-lg appearance-none cursor-pointer accent-brand-600 bg-surface-200 dark:bg-surface-700"
+              />
+              <span class="text-xs font-mono font-semibold text-surface-700 dark:text-surface-300 w-8 text-right">
+                {{ criterion.weight }}
+              </span>
+            </div>
+
+            <div class="flex items-center gap-4 mt-2 text-xs text-surface-400">
+              <span>Max score: {{ criterion.maxScore }}</span>
+              <span>Key: <code class="rounded bg-surface-100 dark:bg-surface-800 px-1 py-0.5 font-mono text-[10px]">{{ criterion.key }}</code></span>
+            </div>
+          </div>
+        </div>
+
+        <!-- Add another criterion -->
+        <button
+          v-if="!showCustomForm"
+          type="button"
+          class="inline-flex items-center gap-1.5 rounded-lg border border-dashed border-surface-300 dark:border-surface-700 px-3 py-2 text-sm font-medium text-surface-600 dark:text-surface-400 hover:border-brand-400 dark:hover:border-brand-600 hover:text-brand-600 dark:hover:text-brand-400 hover:bg-brand-50 dark:hover:bg-brand-950 transition-colors"
+          @click="showCustomForm = true"
+        >
+          <Plus class="size-4" />
+          Add criterion
+        </button>
+
+        <!-- Save / Reset bar -->
+        <div class="flex items-center gap-3 pt-4 border-t border-surface-200 dark:border-surface-800">
+          <button
+            type="button"
+            :disabled="isSaving || !hasUnsavedChanges"
+            class="inline-flex items-center gap-1.5 px-4 py-2 text-sm font-medium text-white bg-brand-600 rounded-lg hover:bg-brand-700 disabled:opacity-50 disabled:cursor-not-allowed transition-colors"
+            @click="saveCriteria"
+          >
+            <Loader2 v-if="isSaving" class="size-4 animate-spin" />
+            <Save v-else class="size-4" />
+            Save criteria
+          </button>
+          <span v-if="hasUnsavedChanges" class="text-xs text-amber-600 dark:text-amber-400">Unsaved changes</span>
+        </div>
+      </div>
+
+      <!-- Custom criterion form -->
+      <div v-if="showCustomForm" class="rounded-xl border border-surface-200 dark:border-surface-800 bg-surface-50 dark:bg-surface-900/50 p-5 space-y-4 mt-6">
+        <h3 class="text-sm font-semibold text-surface-800 dark:text-surface-200">Add custom criterion</h3>
+        <div class="grid grid-cols-1 md:grid-cols-2 gap-4">
+          <div>
+            <label class="block text-xs font-medium text-surface-700 dark:text-surface-300 mb-1">Name *</label>
+            <input
+              v-model="customCriterionForm.name"
+              @input="customCriterionForm.key = autoGenerateKey(customCriterionForm.name)"
+              type="text"
+              placeholder="e.g. React Expertise"
+              class="w-full rounded-lg border border-surface-300 dark:border-surface-700 px-3 py-2 text-sm bg-white dark:bg-surface-900 text-surface-900 dark:text-surface-100 focus:outline-none focus:ring-2 focus:ring-brand-500"
+            />
+          </div>
+          <div>
+            <label class="block text-xs font-medium text-surface-700 dark:text-surface-300 mb-1">Category</label>
+            <select
+              v-model="customCriterionForm.category"
+              class="w-full rounded-lg border border-surface-300 dark:border-surface-700 px-3 py-2 text-sm bg-white dark:bg-surface-900 text-surface-900 dark:text-surface-100 focus:outline-none focus:ring-2 focus:ring-brand-500"
+            >
+              <option v-for="(label, key) in categoryLabels" :key="key" :value="key">{{ label }}</option>
+            </select>
+          </div>
+        </div>
+        <div>
+          <label class="block text-xs font-medium text-surface-700 dark:text-surface-300 mb-1">Description</label>
+          <textarea
+            v-model="customCriterionForm.description"
+            rows="2"
+            placeholder="Describe what the AI should evaluate for this criterion..."
+            class="w-full rounded-lg border border-surface-300 dark:border-surface-700 px-3 py-2 text-sm bg-white dark:bg-surface-900 text-surface-900 dark:text-surface-100 focus:outline-none focus:ring-2 focus:ring-brand-500"
+          />
+        </div>
+        <div class="grid grid-cols-2 gap-4">
+          <div>
+            <label class="block text-xs font-medium text-surface-700 dark:text-surface-300 mb-1">Max Score</label>
+            <input
+              v-model.number="customCriterionForm.maxScore"
+              type="number"
+              min="1"
+              max="100"
+              class="w-full rounded-lg border border-surface-300 dark:border-surface-700 px-3 py-2 text-sm bg-white dark:bg-surface-900 text-surface-900 dark:text-surface-100 focus:outline-none focus:ring-2 focus:ring-brand-500"
+            />
+          </div>
+          <div>
+            <label class="block text-xs font-medium text-surface-700 dark:text-surface-300 mb-1">Initial Weight (0–100)</label>
+            <input
+              v-model.number="customCriterionForm.weight"
+              type="number"
+              min="0"
+              max="100"
+              class="w-full rounded-lg border border-surface-300 dark:border-surface-700 px-3 py-2 text-sm bg-white dark:bg-surface-900 text-surface-900 dark:text-surface-100 focus:outline-none focus:ring-2 focus:ring-brand-500"
+            />
+          </div>
+        </div>
+        <div class="flex items-center gap-3 pt-2">
+          <button
+            type="button"
+            :disabled="!customCriterionForm.name"
+            class="px-4 py-2 text-sm font-medium text-white bg-brand-600 rounded-lg hover:bg-brand-700 disabled:opacity-50 disabled:cursor-not-allowed transition-colors"
+            @click="addCustomCriterion"
+          >
+            Add criterion
+          </button>
+          <button
+            type="button"
+            class="px-4 py-2 text-sm font-medium text-surface-600 dark:text-surface-400 hover:bg-surface-100 dark:hover:bg-surface-800 rounded-lg transition-colors"
+            @click="showCustomForm = false"
+          >
+            Cancel
+          </button>
+        </div>
+      </div>
+
+      <!-- Auto-score toggle -->
+      <div class="rounded-xl border border-surface-200 dark:border-surface-800 bg-surface-50 dark:bg-surface-900/50 p-5 mt-6">
+        <label class="flex items-start gap-3 cursor-pointer">
+          <input
+            v-model="autoScoreOnApply"
+            type="checkbox"
+            class="mt-0.5 size-4 rounded border-surface-300 dark:border-surface-600 text-brand-600 focus:ring-brand-500 cursor-pointer"
+            @change="toggleAutoScore"
+          />
+          <div>
+            <span class="block text-sm font-semibold text-surface-900 dark:text-surface-100">
+              Automatically score every new applicant
+            </span>
+            <span class="text-xs text-surface-500 dark:text-surface-400 mt-0.5 block leading-relaxed">
+              When a candidate applies, AI will automatically analyze their resume against these criteria and assign a score. Requires an AI provider configured in settings plus a resume upload.
+            </span>
+          </div>
+        </label>
+      </div>
+    </template>
+  </div>
+</template>
diff --git a/package-lock.json b/package-lock.json
index 5c42f027..18534aeb 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -25,22 +25,27 @@
         "file-type": "^21.3.0",
         "googleapis": "^171.4.0",
         "lucide-vue-next": "^0.564.0",
+        "mammoth": "^1.12.0",
         "nuxt": "^4.3.1",
+        "pdf-parse": "^2.4.5",
         "postgres": "^3.4.8",
         "posthog-node": "^5.28.0",
         "resend": "^6.9.3",
         "tailwindcss": "^4.1.18",
         "vue": "^3.5.28",
         "vue-router": "^4.6.4",
+        "word-extractor": "^1.0.4",
         "zod": "^4.3.6"
       },
       "devDependencies": {
         "@crowdin/cli": "^4.14.0",
         "@playwright/test": "^1.58.2",
         "@types/node": "^25.2.3",
+        "@types/pdf-parse": "^1.1.5",
         "commander": "^13.1.0",
         "drizzle-kit": "^0.31.9",
         "tsx": "^4.21.0",
+        "vitest": "^4.1.0",
         "vue-tsc": "^3.2.5",
         "wait-on": "^9.0.4"
       }
@@ -2680,6 +2685,190 @@
         "sparse-bitfield": "^3.0.3"
       }
     },
+    "node_modules/@napi-rs/canvas": {
+      "version": "0.1.80",
+      "resolved": "https://registry.npmjs.org/@napi-rs/canvas/-/canvas-0.1.80.tgz",
+      "integrity": "sha512-DxuT1ClnIPts1kQx8FBmkk4BQDTfI5kIzywAaMjQSXfNnra5UFU9PwurXrl+Je3bJ6BGsp/zmshVVFbCmyI+ww==",
+      "license": "MIT",
+      "workspaces": [
+        "e2e/*"
+      ],
+      "engines": {
+        "node": ">= 10"
+      },
+      "optionalDependencies": {
+        "@napi-rs/canvas-android-arm64": "0.1.80",
+        "@napi-rs/canvas-darwin-arm64": "0.1.80",
+        "@napi-rs/canvas-darwin-x64": "0.1.80",
+        "@napi-rs/canvas-linux-arm-gnueabihf": "0.1.80",
+        "@napi-rs/canvas-linux-arm64-gnu": "0.1.80",
+        "@napi-rs/canvas-linux-arm64-musl": "0.1.80",
+        "@napi-rs/canvas-linux-riscv64-gnu": "0.1.80",
+        "@napi-rs/canvas-linux-x64-gnu": "0.1.80",
+        "@napi-rs/canvas-linux-x64-musl": "0.1.80",
+        "@napi-rs/canvas-win32-x64-msvc": "0.1.80"
+      }
+    },
+    "node_modules/@napi-rs/canvas-android-arm64": {
+      "version": "0.1.80",
+      "resolved": "https://registry.npmjs.org/@napi-rs/canvas-android-arm64/-/canvas-android-arm64-0.1.80.tgz",
+      "integrity": "sha512-sk7xhN/MoXeuExlggf91pNziBxLPVUqF2CAVnB57KLG/pz7+U5TKG8eXdc3pm0d7Od0WreB6ZKLj37sX9muGOQ==",
+      "cpu": [
+        "arm64"
+      ],
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "android"
+      ],
+      "engines": {
+        "node": ">= 10"
+      }
+    },
+    "node_modules/@napi-rs/canvas-darwin-arm64": {
+      "version": "0.1.80",
+      "resolved": "https://registry.npmjs.org/@napi-rs/canvas-darwin-arm64/-/canvas-darwin-arm64-0.1.80.tgz",
+      "integrity": "sha512-O64APRTXRUiAz0P8gErkfEr3lipLJgM6pjATwavZ22ebhjYl/SUbpgM0xcWPQBNMP1n29afAC/Us5PX1vg+JNQ==",
+      "cpu": [
+        "arm64"
+      ],
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "darwin"
+      ],
+      "engines": {
+        "node": ">= 10"
+      }
+    },
+    "node_modules/@napi-rs/canvas-darwin-x64": {
+      "version": "0.1.80",
+      "resolved": "https://registry.npmjs.org/@napi-rs/canvas-darwin-x64/-/canvas-darwin-x64-0.1.80.tgz",
+      "integrity": "sha512-FqqSU7qFce0Cp3pwnTjVkKjjOtxMqRe6lmINxpIZYaZNnVI0H5FtsaraZJ36SiTHNjZlUB69/HhxNDT1Aaa9vA==",
+      "cpu": [
+        "x64"
+      ],
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "darwin"
+      ],
+      "engines": {
+        "node": ">= 10"
+      }
+    },
+    "node_modules/@napi-rs/canvas-linux-arm-gnueabihf": {
+      "version": "0.1.80",
+      "resolved": "https://registry.npmjs.org/@napi-rs/canvas-linux-arm-gnueabihf/-/canvas-linux-arm-gnueabihf-0.1.80.tgz",
+      "integrity": "sha512-eyWz0ddBDQc7/JbAtY4OtZ5SpK8tR4JsCYEZjCE3dI8pqoWUC8oMwYSBGCYfsx2w47cQgQCgMVRVTFiiO38hHQ==",
+      "cpu": [
+        "arm"
+      ],
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">= 10"
+      }
+    },
+    "node_modules/@napi-rs/canvas-linux-arm64-gnu": {
+      "version": "0.1.80",
+      "resolved": "https://registry.npmjs.org/@napi-rs/canvas-linux-arm64-gnu/-/canvas-linux-arm64-gnu-0.1.80.tgz",
+      "integrity": "sha512-qwA63t8A86bnxhuA/GwOkK3jvb+XTQaTiVML0vAWoHyoZYTjNs7BzoOONDgTnNtr8/yHrq64XXzUoLqDzU+Uuw==",
+      "cpu": [
+        "arm64"
+      ],
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">= 10"
+      }
+    },
+    "node_modules/@napi-rs/canvas-linux-arm64-musl": {
+      "version": "0.1.80",
+      "resolved": "https://registry.npmjs.org/@napi-rs/canvas-linux-arm64-musl/-/canvas-linux-arm64-musl-0.1.80.tgz",
+      "integrity": "sha512-1XbCOz/ymhj24lFaIXtWnwv/6eFHXDrjP0jYkc6iHQ9q8oXKzUX1Lc6bu+wuGiLhGh2GS/2JlfORC5ZcXimRcg==",
+      "cpu": [
+        "arm64"
+      ],
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">= 10"
+      }
+    },
+    "node_modules/@napi-rs/canvas-linux-riscv64-gnu": {
+      "version": "0.1.80",
+      "resolved": "https://registry.npmjs.org/@napi-rs/canvas-linux-riscv64-gnu/-/canvas-linux-riscv64-gnu-0.1.80.tgz",
+      "integrity": "sha512-XTzR125w5ZMs0lJcxRlS1K3P5RaZ9RmUsPtd1uGt+EfDyYMu4c6SEROYsxyatbbu/2+lPe7MPHOO/0a0x7L/gw==",
+      "cpu": [
+        "riscv64"
+      ],
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">= 10"
+      }
+    },
+    "node_modules/@napi-rs/canvas-linux-x64-gnu": {
+      "version": "0.1.80",
+      "resolved": "https://registry.npmjs.org/@napi-rs/canvas-linux-x64-gnu/-/canvas-linux-x64-gnu-0.1.80.tgz",
+      "integrity": "sha512-BeXAmhKg1kX3UCrJsYbdQd3hIMDH/K6HnP/pG2LuITaXhXBiNdh//TVVVVCBbJzVQaV5gK/4ZOCMrQW9mvuTqA==",
+      "cpu": [
+        "x64"
+      ],
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">= 10"
+      }
+    },
+    "node_modules/@napi-rs/canvas-linux-x64-musl": {
+      "version": "0.1.80",
+      "resolved": "https://registry.npmjs.org/@napi-rs/canvas-linux-x64-musl/-/canvas-linux-x64-musl-0.1.80.tgz",
+      "integrity": "sha512-x0XvZWdHbkgdgucJsRxprX/4o4sEed7qo9rCQA9ugiS9qE2QvP0RIiEugtZhfLH3cyI+jIRFJHV4Fuz+1BHHMg==",
+      "cpu": [
+        "x64"
+      ],
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">= 10"
+      }
+    },
+    "node_modules/@napi-rs/canvas-win32-x64-msvc": {
+      "version": "0.1.80",
+      "resolved": "https://registry.npmjs.org/@napi-rs/canvas-win32-x64-msvc/-/canvas-win32-x64-msvc-0.1.80.tgz",
+      "integrity": "sha512-Z8jPsM6df5V8B1HrCHB05+bDiCxjE9QA//3YrkKIdVDEwn5RKaqOxCJDRJkl48cJbylcrJbW4HxZbTte8juuPg==",
+      "cpu": [
+        "x64"
+      ],
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "win32"
+      ],
+      "engines": {
+        "node": ">= 10"
+      }
+    },
     "node_modules/@napi-rs/wasm-runtime": {
       "version": "1.1.1",
       "resolved": "https://registry.npmjs.org/@napi-rs/wasm-runtime/-/wasm-runtime-1.1.1.tgz",
@@ -6626,6 +6815,17 @@
         "tslib": "^2.4.0"
       }
     },
+    "node_modules/@types/chai": {
+      "version": "5.2.3",
+      "resolved": "https://registry.npmjs.org/@types/chai/-/chai-5.2.3.tgz",
+      "integrity": "sha512-Mw558oeA9fFbv65/y4mHtXDs9bPnFMZAL/jxdPFUpOHHIXX91mcgEHbS5Lahr+pwZFR8A7GQleRWeI6cGFC2UA==",
+      "devOptional": true,
+      "license": "MIT",
+      "dependencies": {
+        "@types/deep-eql": "*",
+        "assertion-error": "^2.0.1"
+      }
+    },
     "node_modules/@types/debug": {
       "version": "4.1.12",
       "resolved": "https://registry.npmjs.org/@types/debug/-/debug-4.1.12.tgz",
@@ -6635,6 +6835,13 @@
         "@types/ms": "*"
       }
     },
+    "node_modules/@types/deep-eql": {
+      "version": "4.0.2",
+      "resolved": "https://registry.npmjs.org/@types/deep-eql/-/deep-eql-4.0.2.tgz",
+      "integrity": "sha512-c9h9dVVMigMPc4bwTvC5dxqtqJZwQPePsWjPlpSOnojbor6pGqdk541lfA7AqFQr5pB1BRdq0juY9db81BwyFw==",
+      "devOptional": true,
+      "license": "MIT"
+    },
     "node_modules/@types/esrecurse": {
       "version": "4.3.1",
       "resolved": "https://registry.npmjs.org/@types/esrecurse/-/esrecurse-4.3.1.tgz",
@@ -6688,6 +6895,16 @@
         "undici-types": "~7.18.0"
       }
     },
+    "node_modules/@types/pdf-parse": {
+      "version": "1.1.5",
+      "resolved": "https://registry.npmjs.org/@types/pdf-parse/-/pdf-parse-1.1.5.tgz",
+      "integrity": "sha512-kBfrSXsloMnUJOKi25s3+hRmkycHfLK6A09eRGqF/N8BkQoPUmaCr+q8Cli5FnfohEz/rsv82zAiPz/LXtOGhA==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@types/node": "*"
+      }
+    },
     "node_modules/@types/resolve": {
       "version": "1.20.2",
       "resolved": "https://registry.npmjs.org/@types/resolve/-/resolve-1.20.2.tgz",
@@ -6946,6 +7163,129 @@
         "vue": "^3.0.0"
       }
     },
+    "node_modules/@vitest/expect": {
+      "version": "4.1.0",
+      "resolved": "https://registry.npmjs.org/@vitest/expect/-/expect-4.1.0.tgz",
+      "integrity": "sha512-EIxG7k4wlWweuCLG9Y5InKFwpMEOyrMb6ZJ1ihYu02LVj/bzUwn2VMU+13PinsjRW75XnITeFrQBMH5+dLvCDA==",
+      "devOptional": true,
+      "license": "MIT",
+      "dependencies": {
+        "@standard-schema/spec": "^1.1.0",
+        "@types/chai": "^5.2.2",
+        "@vitest/spy": "4.1.0",
+        "@vitest/utils": "4.1.0",
+        "chai": "^6.2.2",
+        "tinyrainbow": "^3.0.3"
+      },
+      "funding": {
+        "url": "https://opencollective.com/vitest"
+      }
+    },
+    "node_modules/@vitest/mocker": {
+      "version": "4.1.0",
+      "resolved": "https://registry.npmjs.org/@vitest/mocker/-/mocker-4.1.0.tgz",
+      "integrity": "sha512-evxREh+Hork43+Y4IOhTo+h5lGmVRyjqI739Rz4RlUPqwrkFFDF6EMvOOYjTx4E8Tl6gyCLRL8Mu7Ry12a13Tw==",
+      "devOptional": true,
+      "license": "MIT",
+      "dependencies": {
+        "@vitest/spy": "4.1.0",
+        "estree-walker": "^3.0.3",
+        "magic-string": "^0.30.21"
+      },
+      "funding": {
+        "url": "https://opencollective.com/vitest"
+      },
+      "peerDependencies": {
+        "msw": "^2.4.9",
+        "vite": "^6.0.0 || ^7.0.0 || ^8.0.0-0"
+      },
+      "peerDependenciesMeta": {
+        "msw": {
+          "optional": true
+        },
+        "vite": {
+          "optional": true
+        }
+      }
+    },
+    "node_modules/@vitest/mocker/node_modules/estree-walker": {
+      "version": "3.0.3",
+      "resolved": "https://registry.npmjs.org/estree-walker/-/estree-walker-3.0.3.tgz",
+      "integrity": "sha512-7RUKfXgSMMkzt6ZuXmqapOurLGPPfgj6l9uRZ7lRGolvk0y2yocc35LdcxKC5PQZdn2DMqioAQ2NoWcrTKmm6g==",
+      "devOptional": true,
+      "license": "MIT",
+      "dependencies": {
+        "@types/estree": "^1.0.0"
+      }
+    },
+    "node_modules/@vitest/pretty-format": {
+      "version": "4.1.0",
+      "resolved": "https://registry.npmjs.org/@vitest/pretty-format/-/pretty-format-4.1.0.tgz",
+      "integrity": "sha512-3RZLZlh88Ib0J7NQTRATfc/3ZPOnSUn2uDBUoGNn5T36+bALixmzphN26OUD3LRXWkJu4H0s5vvUeqBiw+kS0A==",
+      "devOptional": true,
+      "license": "MIT",
+      "dependencies": {
+        "tinyrainbow": "^3.0.3"
+      },
+      "funding": {
+        "url": "https://opencollective.com/vitest"
+      }
+    },
+    "node_modules/@vitest/runner": {
+      "version": "4.1.0",
+      "resolved": "https://registry.npmjs.org/@vitest/runner/-/runner-4.1.0.tgz",
+      "integrity": "sha512-Duvx2OzQ7d6OjchL+trw+aSrb9idh7pnNfxrklo14p3zmNL4qPCDeIJAK+eBKYjkIwG96Bc6vYuxhqDXQOWpoQ==",
+      "devOptional": true,
+      "license": "MIT",
+      "dependencies": {
+        "@vitest/utils": "4.1.0",
+        "pathe": "^2.0.3"
+      },
+      "funding": {
+        "url": "https://opencollective.com/vitest"
+      }
+    },
+    "node_modules/@vitest/snapshot": {
+      "version": "4.1.0",
+      "resolved": "https://registry.npmjs.org/@vitest/snapshot/-/snapshot-4.1.0.tgz",
+      "integrity": "sha512-0Vy9euT1kgsnj1CHttwi9i9o+4rRLEaPRSOJ5gyv579GJkNpgJK+B4HSv/rAWixx2wdAFci1X4CEPjiu2bXIMg==",
+      "devOptional": true,
+      "license": "MIT",
+      "dependencies": {
+        "@vitest/pretty-format": "4.1.0",
+        "@vitest/utils": "4.1.0",
+        "magic-string": "^0.30.21",
+        "pathe": "^2.0.3"
+      },
+      "funding": {
+        "url": "https://opencollective.com/vitest"
+      }
+    },
+    "node_modules/@vitest/spy": {
+      "version": "4.1.0",
+      "resolved": "https://registry.npmjs.org/@vitest/spy/-/spy-4.1.0.tgz",
+      "integrity": "sha512-pz77k+PgNpyMDv2FV6qmk5ZVau6c3R8HC8v342T2xlFxQKTrSeYw9waIJG8KgV9fFwAtTu4ceRzMivPTH6wSxw==",
+      "devOptional": true,
+      "license": "MIT",
+      "funding": {
+        "url": "https://opencollective.com/vitest"
+      }
+    },
+    "node_modules/@vitest/utils": {
+      "version": "4.1.0",
+      "resolved": "https://registry.npmjs.org/@vitest/utils/-/utils-4.1.0.tgz",
+      "integrity": "sha512-XfPXT6a8TZY3dcGY8EdwsBulFCIw+BeeX0RZn2x/BtiY/75YGh8FeWGG8QISN/WhaqSrE2OrlDgtF8q5uhOTmw==",
+      "devOptional": true,
+      "license": "MIT",
+      "dependencies": {
+        "@vitest/pretty-format": "4.1.0",
+        "convert-source-map": "^2.0.0",
+        "tinyrainbow": "^3.0.3"
+      },
+      "funding": {
+        "url": "https://opencollective.com/vitest"
+      }
+    },
     "node_modules/@volar/language-core": {
       "version": "2.4.28",
       "resolved": "https://registry.npmjs.org/@volar/language-core/-/language-core-2.4.28.tgz",
@@ -7227,6 +7567,15 @@
       "integrity": "sha512-YXgQ7JjaO18NeK2K9VTbDHaFy62WrObMa6XERNfNOkAhD1F1oDSf3ZJ7K6GqabZ0BvSDHajp8qfS5Sa2I9n8uQ==",
       "license": "MIT"
     },
+    "node_modules/@xmldom/xmldom": {
+      "version": "0.8.11",
+      "resolved": "https://registry.npmjs.org/@xmldom/xmldom/-/xmldom-0.8.11.tgz",
+      "integrity": "sha512-cQzWCtO6C8TQiYl1ruKNn2U6Ao4o4WBBcbL61yJl84x+j5sOWWFU9X7DpND8XZG3daDppSsigMdfAIl2upQBRw==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=10.0.0"
+      }
+    },
     "node_modules/abbrev": {
       "version": "3.0.1",
       "resolved": "https://registry.npmjs.org/abbrev/-/abbrev-3.0.1.tgz",
@@ -7440,6 +7789,16 @@
       "integrity": "sha512-8+9WqebbFzpX9OR+Wa6O29asIogeRMzcGtAINdpMHHyAg10f05aSFVBbcEqGf/PXw1EjAZ+q2/bEBg3DvurK3Q==",
       "license": "Python-2.0"
     },
+    "node_modules/assertion-error": {
+      "version": "2.0.1",
+      "resolved": "https://registry.npmjs.org/assertion-error/-/assertion-error-2.0.1.tgz",
+      "integrity": "sha512-Izi8RQcffqCeNVgFigKli1ssklIbpHnCYc6AknXGYoB6grJqyeby7jv12JUQgmTAnIDnbck1uxksT4dzN3PWBA==",
+      "devOptional": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">=12"
+      }
+    },
     "node_modules/ast-walker-scope": {
       "version": "0.8.3",
       "resolved": "https://registry.npmjs.org/ast-walker-scope/-/ast-walker-scope-0.8.3.tgz",
@@ -7906,6 +8265,12 @@
         "node": ">= 6"
       }
     },
+    "node_modules/bluebird": {
+      "version": "3.4.7",
+      "resolved": "https://registry.npmjs.org/bluebird/-/bluebird-3.4.7.tgz",
+      "integrity": "sha512-iD3898SR7sWVRHbiQv+sHUtHnMvC1o3nW5rAcqnq3uOn07DSAppZYUkIGslDz6gXC7HfunPe7YVBgoEJASPcHA==",
+      "license": "MIT"
+    },
     "node_modules/boolbase": {
       "version": "1.0.0",
       "resolved": "https://registry.npmjs.org/boolbase/-/boolbase-1.0.0.tgz",
@@ -8163,6 +8528,16 @@
         "url": "https://github.com/sponsors/wooorm"
       }
     },
+    "node_modules/chai": {
+      "version": "6.2.2",
+      "resolved": "https://registry.npmjs.org/chai/-/chai-6.2.2.tgz",
+      "integrity": "sha512-NUPRluOfOiTKBKvWPtSD4PhFvWCqOi0BGStNWs57X9js7XGTprSmFoz5F0tWhR4WPjNeR9jXqdC7/UpSJTnlRg==",
+      "devOptional": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">=18"
+      }
+    },
     "node_modules/char-regex": {
       "version": "1.0.2",
       "resolved": "https://registry.npmjs.org/char-regex/-/char-regex-1.0.2.tgz",
@@ -8919,6 +9294,12 @@
         "node": ">=0.3.1"
       }
     },
+    "node_modules/dingbat-to-unicode": {
+      "version": "1.0.1",
+      "resolved": "https://registry.npmjs.org/dingbat-to-unicode/-/dingbat-to-unicode-1.0.1.tgz",
+      "integrity": "sha512-98l0sW87ZT58pU4i61wa2OHwxbiYSbuxsCBozaVnYX2iCnr3bLM3fIes1/ej7h1YdOKuKt/MLs706TVnALA65w==",
+      "license": "BSD-2-Clause"
+    },
     "node_modules/dom-serializer": {
       "version": "2.0.0",
       "resolved": "https://registry.npmjs.org/dom-serializer/-/dom-serializer-2.0.0.tgz",
@@ -9163,6 +9544,15 @@
         }
       }
     },
+    "node_modules/duck": {
+      "version": "0.1.12",
+      "resolved": "https://registry.npmjs.org/duck/-/duck-0.1.12.tgz",
+      "integrity": "sha512-wkctla1O6VfP89gQ+J/yDesM0S7B7XLXjKGzXxMDVFg7uEn706niAtyYovKbyq1oT9YwDcly721/iUWoc8MVRg==",
+      "license": "BSD",
+      "dependencies": {
+        "underscore": "^1.13.1"
+      }
+    },
     "node_modules/dunder-proto": {
       "version": "1.0.1",
       "resolved": "https://registry.npmjs.org/dunder-proto/-/dunder-proto-1.0.1.tgz",
@@ -9720,6 +10110,16 @@
         "node": ">=6"
       }
     },
+    "node_modules/expect-type": {
+      "version": "1.3.0",
+      "resolved": "https://registry.npmjs.org/expect-type/-/expect-type-1.3.0.tgz",
+      "integrity": "sha512-knvyeauYhqjOYvQ66MznSMs83wmHrCycNEN6Ao+2AeYEfxUIkuiVxdEa1qlGEPK+We3n0THiDciYSsCcgW/DoA==",
+      "devOptional": true,
+      "license": "Apache-2.0",
+      "engines": {
+        "node": ">=12.0.0"
+      }
+    },
     "node_modules/exsolve": {
       "version": "1.0.8",
       "resolved": "https://registry.npmjs.org/exsolve/-/exsolve-1.0.8.tgz",
@@ -9848,6 +10248,15 @@
         "reusify": "^1.0.4"
       }
     },
+    "node_modules/fd-slicer": {
+      "version": "1.1.0",
+      "resolved": "https://registry.npmjs.org/fd-slicer/-/fd-slicer-1.1.0.tgz",
+      "integrity": "sha512-cE1qsB/VwyQozZ+q1dGxR8LBYNZeofhEdUNGSMbQD3Gw2lAzX9Zb3uIU6Ebc/Fmyjo9AWWfnn0AUCHqtevs/8g==",
+      "license": "MIT",
+      "dependencies": {
+        "pend": "~1.2.0"
+      }
+    },
     "node_modules/fdir": {
       "version": "6.5.0",
       "resolved": "https://registry.npmjs.org/fdir/-/fdir-6.5.0.tgz",
@@ -10951,6 +11360,12 @@
       "integrity": "sha512-3MOLanc3sb3LNGWQl1RlQlNWURE5g32aUphrDyFeCsxBTk08iE3VNe4CwsUZ0Qs1X+EfX0+r29Sxdpza4B+yRA==",
       "license": "MIT"
     },
+    "node_modules/immediate": {
+      "version": "3.0.6",
+      "resolved": "https://registry.npmjs.org/immediate/-/immediate-3.0.6.tgz",
+      "integrity": "sha512-XXOFtyqDjNDAQxVfYxuF7g9Il/IbWmmlQg2MYKOH8ExIT1qg6xc4zyS3HaEEATgs1btfzxq15ciUiY7gjSXRGQ==",
+      "license": "MIT"
+    },
     "node_modules/impound": {
       "version": "1.1.5",
       "resolved": "https://registry.npmjs.org/impound/-/impound-1.1.5.tgz",
@@ -11276,6 +11691,12 @@
         "url": "https://github.com/sponsors/sindresorhus"
       }
     },
+    "node_modules/isarray": {
+      "version": "1.0.0",
+      "resolved": "https://registry.npmjs.org/isarray/-/isarray-1.0.0.tgz",
+      "integrity": "sha512-VLghIWNM6ELQzo7zwmcg0NmTVyWKYjvIeM83yjp0wRDTmUnrM678fQbcKBo6n2CJEF0szoG//ytg+TKla89ALQ==",
+      "license": "MIT"
+    },
     "node_modules/isexe": {
       "version": "2.0.0",
       "resolved": "https://registry.npmjs.org/isexe/-/isexe-2.0.0.tgz",
@@ -11432,6 +11853,48 @@
         "url": "https://opencollective.com/eslint"
       }
     },
+    "node_modules/jszip": {
+      "version": "3.10.1",
+      "resolved": "https://registry.npmjs.org/jszip/-/jszip-3.10.1.tgz",
+      "integrity": "sha512-xXDvecyTpGLrqFrvkrUSoxxfJI5AH7U8zxxtVclpsUtMCq4JQ290LY8AW5c7Ggnr/Y/oK+bQMbqK2qmtk3pN4g==",
+      "license": "(MIT OR GPL-3.0-or-later)",
+      "dependencies": {
+        "lie": "~3.3.0",
+        "pako": "~1.0.2",
+        "readable-stream": "~2.3.6",
+        "setimmediate": "^1.0.5"
+      }
+    },
+    "node_modules/jszip/node_modules/readable-stream": {
+      "version": "2.3.8",
+      "resolved": "https://registry.npmjs.org/readable-stream/-/readable-stream-2.3.8.tgz",
+      "integrity": "sha512-8p0AUk4XODgIewSi0l8Epjs+EVnWiK7NoDIEGU0HhE7+ZyY8D1IMY7odu5lRrFXGg71L15KG8QrPmum45RTtdA==",
+      "license": "MIT",
+      "dependencies": {
+        "core-util-is": "~1.0.0",
+        "inherits": "~2.0.3",
+        "isarray": "~1.0.0",
+        "process-nextick-args": "~2.0.0",
+        "safe-buffer": "~5.1.1",
+        "string_decoder": "~1.1.1",
+        "util-deprecate": "~1.0.1"
+      }
+    },
+    "node_modules/jszip/node_modules/safe-buffer": {
+      "version": "5.1.2",
+      "resolved": "https://registry.npmjs.org/safe-buffer/-/safe-buffer-5.1.2.tgz",
+      "integrity": "sha512-Gd2UZBJDkXlY7GbJxfsE8/nvKkUEU1G38c1siN6QP6a9PT9MmHB8GnpscSmMJSoF8LOIrt8ud/wPtojys4G6+g==",
+      "license": "MIT"
+    },
+    "node_modules/jszip/node_modules/string_decoder": {
+      "version": "1.1.1",
+      "resolved": "https://registry.npmjs.org/string_decoder/-/string_decoder-1.1.1.tgz",
+      "integrity": "sha512-n/ShnvDi6FHbbVfviro+WojiFzv+s8MPMHBczVePfUpDJLwoLT0ht1l4YwBCbi8pJAveEEdnkHyPyTP/mzRfwg==",
+      "license": "MIT",
+      "dependencies": {
+        "safe-buffer": "~5.1.0"
+      }
+    },
     "node_modules/jwa": {
       "version": "2.0.1",
       "resolved": "https://registry.npmjs.org/jwa/-/jwa-2.0.1.tgz",
@@ -11518,12 +11981,6 @@
         "node": ">= 0.6.3"
       }
     },
-    "node_modules/lazystream/node_modules/isarray": {
-      "version": "1.0.0",
-      "resolved": "https://registry.npmjs.org/isarray/-/isarray-1.0.0.tgz",
-      "integrity": "sha512-VLghIWNM6ELQzo7zwmcg0NmTVyWKYjvIeM83yjp0wRDTmUnrM678fQbcKBo6n2CJEF0szoG//ytg+TKla89ALQ==",
-      "license": "MIT"
-    },
     "node_modules/lazystream/node_modules/readable-stream": {
       "version": "2.3.8",
       "resolved": "https://registry.npmjs.org/readable-stream/-/readable-stream-2.3.8.tgz",
@@ -11568,6 +12025,15 @@
         "node": ">= 0.8.0"
       }
     },
+    "node_modules/lie": {
+      "version": "3.3.0",
+      "resolved": "https://registry.npmjs.org/lie/-/lie-3.3.0.tgz",
+      "integrity": "sha512-UaiMJzeWRlEujzAuw5LokY1L5ecNQYZKfmyZ9L7wDHb/p5etKaxXhohBcrw0EYby+G/NA52vRSN4N39dxHAIwQ==",
+      "license": "MIT",
+      "dependencies": {
+        "immediate": "~3.0.5"
+      }
+    },
     "node_modules/lightningcss": {
       "version": "1.31.1",
       "resolved": "https://registry.npmjs.org/lightningcss/-/lightningcss-1.31.1.tgz",
@@ -11944,6 +12410,17 @@
         "url": "https://github.com/sponsors/wooorm"
       }
     },
+    "node_modules/lop": {
+      "version": "0.4.2",
+      "resolved": "https://registry.npmjs.org/lop/-/lop-0.4.2.tgz",
+      "integrity": "sha512-RefILVDQ4DKoRZsJ4Pj22TxE3omDO47yFpkIBoDKzkqPRISs5U1cnAdg/5583YPkWPaLIYHOKRMQSvjFsO26cw==",
+      "license": "BSD-2-Clause",
+      "dependencies": {
+        "duck": "^0.1.12",
+        "option": "~0.2.1",
+        "underscore": "^1.13.1"
+      }
+    },
     "node_modules/lru-cache": {
       "version": "5.1.1",
       "resolved": "https://registry.npmjs.org/lru-cache/-/lru-cache-5.1.1.tgz",
@@ -12021,6 +12498,39 @@
         "source-map-js": "^1.2.1"
       }
     },
+    "node_modules/mammoth": {
+      "version": "1.12.0",
+      "resolved": "https://registry.npmjs.org/mammoth/-/mammoth-1.12.0.tgz",
+      "integrity": "sha512-cwnK1RIcRdDMi2HRx2EXGYlxqIEh0Oo3bLhorgnsVJi2UkbX1+jKxuBNR9PC5+JaX7EkmJxFPmo6mjLpqShI2w==",
+      "license": "BSD-2-Clause",
+      "dependencies": {
+        "@xmldom/xmldom": "^0.8.6",
+        "argparse": "~1.0.3",
+        "base64-js": "^1.5.1",
+        "bluebird": "~3.4.0",
+        "dingbat-to-unicode": "^1.0.1",
+        "jszip": "^3.7.1",
+        "lop": "^0.4.2",
+        "path-is-absolute": "^1.0.0",
+        "underscore": "^1.13.1",
+        "xmlbuilder": "^10.0.0"
+      },
+      "bin": {
+        "mammoth": "bin/mammoth"
+      },
+      "engines": {
+        "node": ">=12.0.0"
+      }
+    },
+    "node_modules/mammoth/node_modules/argparse": {
+      "version": "1.0.10",
+      "resolved": "https://registry.npmjs.org/argparse/-/argparse-1.0.10.tgz",
+      "integrity": "sha512-o5Roy6tNG4SL/FOkCAN6RzjiakZS25RLYFrcMttJqbdd8BWrnA+fGz57iN5Pb06pvBGvl5gQ0B48dJlslXvoTg==",
+      "license": "MIT",
+      "dependencies": {
+        "sprintf-js": "~1.0.2"
+      }
+    },
     "node_modules/markdown-table": {
       "version": "3.0.4",
       "resolved": "https://registry.npmjs.org/markdown-table/-/markdown-table-3.0.4.tgz",
@@ -14396,6 +14906,12 @@
         "node": ">=8"
       }
     },
+    "node_modules/option": {
+      "version": "0.2.4",
+      "resolved": "https://registry.npmjs.org/option/-/option-0.2.4.tgz",
+      "integrity": "sha512-pkEqbDyl8ou5cpq+VsnQbe/WlEy5qS7xPzMS1U55OCG9KPvwFD46zDbxQIj3egJSFc3D+XhYOPUzz49zQAVy7A==",
+      "license": "BSD-2-Clause"
+    },
     "node_modules/optionator": {
       "version": "0.9.4",
       "resolved": "https://registry.npmjs.org/optionator/-/optionator-0.9.4.tgz",
@@ -14553,6 +15069,12 @@
         "url": "https://github.com/sponsors/sindresorhus"
       }
     },
+    "node_modules/pako": {
+      "version": "1.0.11",
+      "resolved": "https://registry.npmjs.org/pako/-/pako-1.0.11.tgz",
+      "integrity": "sha512-4hLB8Py4zZce5s4yd9XzopqwVv/yGNhV1Bl8NTmCq1763HeK2+EwVTv+leGeL13Dnh2wfbqowVPXCIO0z4taYw==",
+      "license": "(MIT AND Zlib)"
+    },
     "node_modules/parse-entities": {
       "version": "4.0.2",
       "resolved": "https://registry.npmjs.org/parse-entities/-/parse-entities-4.0.2.tgz",
@@ -14642,6 +15164,15 @@
         "node": ">=14.0.0"
       }
     },
+    "node_modules/path-is-absolute": {
+      "version": "1.0.1",
+      "resolved": "https://registry.npmjs.org/path-is-absolute/-/path-is-absolute-1.0.1.tgz",
+      "integrity": "sha512-AVbw3UJ2e9bq64vSaS9Am0fje1Pa8pbGqTTsmXfaIiMpnr5DlDhfJOuLj9Sf95ZPVDAUerDfEk88MPmPe7UCQg==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=0.10.0"
+      }
+    },
     "node_modules/path-key": {
       "version": "3.1.1",
       "resolved": "https://registry.npmjs.org/path-key/-/path-key-3.1.1.tgz",
@@ -14688,11 +15219,42 @@
       "integrity": "sha512-WUjGcAqP1gQacoQe+OBJsFA7Ld4DyXuUIjZ5cc75cLHvJ7dtNsTugphxIADwspS+AraAUePCKrSVtPLFj/F88w==",
       "license": "MIT"
     },
+    "node_modules/pdf-parse": {
+      "version": "2.4.5",
+      "resolved": "https://registry.npmjs.org/pdf-parse/-/pdf-parse-2.4.5.tgz",
+      "integrity": "sha512-mHU89HGh7v+4u2ubfnevJ03lmPgQ5WU4CxAVmTSh/sxVTEDYd1er/dKS/A6vg77NX47KTEoihq8jZBLr8Cxuwg==",
+      "license": "Apache-2.0",
+      "dependencies": {
+        "@napi-rs/canvas": "0.1.80",
+        "pdfjs-dist": "5.4.296"
+      },
+      "bin": {
+        "pdf-parse": "bin/cli.mjs"
+      },
+      "engines": {
+        "node": ">=20.16.0 <21 || >=22.3.0"
+      },
+      "funding": {
+        "type": "github",
+        "url": "https://github.com/sponsors/mehmet-kozan"
+      }
+    },
+    "node_modules/pdfjs-dist": {
+      "version": "5.4.296",
+      "resolved": "https://registry.npmjs.org/pdfjs-dist/-/pdfjs-dist-5.4.296.tgz",
+      "integrity": "sha512-DlOzet0HO7OEnmUmB6wWGJrrdvbyJKftI1bhMitK7O2N8W2gc757yyYBbINy9IDafXAV9wmKr9t7xsTaNKRG5Q==",
+      "license": "Apache-2.0",
+      "engines": {
+        "node": ">=20.16.0 || >=22.3.0"
+      },
+      "optionalDependencies": {
+        "@napi-rs/canvas": "^0.1.80"
+      }
+    },
     "node_modules/pend": {
       "version": "1.2.0",
       "resolved": "https://registry.npmjs.org/pend/-/pend-1.2.0.tgz",
       "integrity": "sha512-F3asv42UuXchdzt+xXqfW1OGlVBe+mxa2mqI0pg5yAHZPvFmY3Y6drSf/GQ1A86WgWEN9Kzh/WrgKa6iGcHXLg==",
-      "dev": true,
       "license": "MIT"
     },
     "node_modules/perfect-debounce": {
@@ -16153,6 +16715,18 @@
         "node": ">=11.0.0"
       }
     },
+    "node_modules/saxes": {
+      "version": "5.0.1",
+      "resolved": "https://registry.npmjs.org/saxes/-/saxes-5.0.1.tgz",
+      "integrity": "sha512-5LBh1Tls8c9xgGjw3QrMwETmTMVk0oFgvrFSvWx62llR2hcEInrKNZ2GZCCuuy2lvWrdl5jhbpeqc5hRYKFOcw==",
+      "license": "ISC",
+      "dependencies": {
+        "xmlchars": "^2.2.0"
+      },
+      "engines": {
+        "node": ">=10"
+      }
+    },
     "node_modules/scule": {
       "version": "1.3.0",
       "resolved": "https://registry.npmjs.org/scule/-/scule-1.3.0.tgz",
@@ -16249,6 +16823,12 @@
       "integrity": "sha512-n7Z7dXZhJbwuAHhNzkTti6Aw9QDDjZtm3JTpTGATIdNzdQz5GuFs22w90BcvF4INfnrL5xrX3oGsuqO5Dx3A1Q==",
       "license": "MIT"
     },
+    "node_modules/setimmediate": {
+      "version": "1.0.5",
+      "resolved": "https://registry.npmjs.org/setimmediate/-/setimmediate-1.0.5.tgz",
+      "integrity": "sha512-MATJdZp8sLqDl/68LfQmbP8zKPLQNV6BIZoIgrscFDQ+RsvK/BxeDQOgyxKKoh0y/8h3BqVFnCqQ/gd+reiIXA==",
+      "license": "MIT"
+    },
     "node_modules/setprototypeof": {
       "version": "1.2.0",
       "resolved": "https://registry.npmjs.org/setprototypeof/-/setprototypeof-1.2.0.tgz",
@@ -16490,6 +17070,13 @@
         "url": "https://github.com/sponsors/ljharb"
       }
     },
+    "node_modules/siginfo": {
+      "version": "2.0.0",
+      "resolved": "https://registry.npmjs.org/siginfo/-/siginfo-2.0.0.tgz",
+      "integrity": "sha512-ybx0WO1/8bSBLEWXZvEd7gMW3Sn3JFlW3TvX1nREbDLRNQNaeNN8WK0meBwPdAaOI7TtRRRJn/Es1zhrrCHu7g==",
+      "devOptional": true,
+      "license": "ISC"
+    },
     "node_modules/signal-exit": {
       "version": "4.1.0",
       "resolved": "https://registry.npmjs.org/signal-exit/-/signal-exit-4.1.0.tgz",
@@ -16663,6 +17250,12 @@
         "memory-pager": "^1.0.2"
       }
     },
+    "node_modules/sprintf-js": {
+      "version": "1.0.3",
+      "resolved": "https://registry.npmjs.org/sprintf-js/-/sprintf-js-1.0.3.tgz",
+      "integrity": "sha512-D9cPgkvLlV3t3IzL0D0YLvGA9Ahk4PcvVwUbN0dSGr1aP0Nrt4AEnTUbuGvquEC0mA64Gqt1fzirlRs5ibXx8g==",
+      "license": "BSD-3-Clause"
+    },
     "node_modules/srvx": {
       "version": "0.11.9",
       "resolved": "https://registry.npmjs.org/srvx/-/srvx-0.11.9.tgz",
@@ -16675,6 +17268,13 @@
         "node": ">=20.16.0"
       }
     },
+    "node_modules/stackback": {
+      "version": "0.0.2",
+      "resolved": "https://registry.npmjs.org/stackback/-/stackback-0.0.2.tgz",
+      "integrity": "sha512-1XMJE5fQo1jGH6Y/7ebnwPOBEkIEnT4QF32d5R1+VXdXveM0IBMJt8zfaxX1P3QhVwrYe+576+jkANtSS2mBbw==",
+      "devOptional": true,
+      "license": "MIT"
+    },
     "node_modules/standard-as-callback": {
       "version": "2.1.0",
       "resolved": "https://registry.npmjs.org/standard-as-callback/-/standard-as-callback-2.1.0.tgz",
@@ -17112,6 +17712,13 @@
       "integrity": "sha512-+FbBPE1o9QAYvviau/qC5SE3caw21q3xkvWKBtja5vgqOWIHHJ3ioaq1VPfn/Szqctz2bU/oYeKd9/z5BL+PVg==",
       "license": "MIT"
     },
+    "node_modules/tinybench": {
+      "version": "2.9.0",
+      "resolved": "https://registry.npmjs.org/tinybench/-/tinybench-2.9.0.tgz",
+      "integrity": "sha512-0+DUvqWMValLmha6lr4kD8iAMK1HzV0/aKnCtWb9v9641TnP/MFb7Pc2bxoxQjTXAErryXVgUOfv2YqNllqGeg==",
+      "devOptional": true,
+      "license": "MIT"
+    },
     "node_modules/tinyclip": {
       "version": "0.1.12",
       "resolved": "https://registry.npmjs.org/tinyclip/-/tinyclip-0.1.12.tgz",
@@ -17146,6 +17753,16 @@
         "url": "https://github.com/sponsors/SuperchupuDev"
       }
     },
+    "node_modules/tinyrainbow": {
+      "version": "3.1.0",
+      "resolved": "https://registry.npmjs.org/tinyrainbow/-/tinyrainbow-3.1.0.tgz",
+      "integrity": "sha512-Bf+ILmBgretUrdJxzXM0SgXLZ3XfiaUuOj/IKQHuTXip+05Xn+uyEYdVg0kYDipTBcLrCVyUzAPz7QmArb0mmw==",
+      "devOptional": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">=14.0.0"
+      }
+    },
     "node_modules/to-regex-range": {
       "version": "5.0.1",
       "resolved": "https://registry.npmjs.org/to-regex-range/-/to-regex-range-5.0.1.tgz",
@@ -17407,6 +18024,12 @@
         "@types/estree": "^1.0.0"
       }
     },
+    "node_modules/underscore": {
+      "version": "1.13.8",
+      "resolved": "https://registry.npmjs.org/underscore/-/underscore-1.13.8.tgz",
+      "integrity": "sha512-DXtD3ZtEQzc7M8m4cXotyHR+FAS18C64asBYY5vqZexfYryNNnDc02W4hKg3rdQuqOYas1jkseX0+nZXjTXnvQ==",
+      "license": "MIT"
+    },
     "node_modules/undici-types": {
       "version": "7.18.2",
       "resolved": "https://registry.npmjs.org/undici-types/-/undici-types-7.18.2.tgz",
@@ -18352,6 +18975,95 @@
         "node": "^8.16.0 || ^10.6.0 || >=11.0.0"
       }
     },
+    "node_modules/vitest": {
+      "version": "4.1.0",
+      "resolved": "https://registry.npmjs.org/vitest/-/vitest-4.1.0.tgz",
+      "integrity": "sha512-YbDrMF9jM2Lqc++2530UourxZHmkKLxrs4+mYhEwqWS97WJ7wOYEkcr+QfRgJ3PW9wz3odRijLZjHEaRLTNbqw==",
+      "devOptional": true,
+      "license": "MIT",
+      "dependencies": {
+        "@vitest/expect": "4.1.0",
+        "@vitest/mocker": "4.1.0",
+        "@vitest/pretty-format": "4.1.0",
+        "@vitest/runner": "4.1.0",
+        "@vitest/snapshot": "4.1.0",
+        "@vitest/spy": "4.1.0",
+        "@vitest/utils": "4.1.0",
+        "es-module-lexer": "^2.0.0",
+        "expect-type": "^1.3.0",
+        "magic-string": "^0.30.21",
+        "obug": "^2.1.1",
+        "pathe": "^2.0.3",
+        "picomatch": "^4.0.3",
+        "std-env": "^4.0.0-rc.1",
+        "tinybench": "^2.9.0",
+        "tinyexec": "^1.0.2",
+        "tinyglobby": "^0.2.15",
+        "tinyrainbow": "^3.0.3",
+        "vite": "^6.0.0 || ^7.0.0 || ^8.0.0-0",
+        "why-is-node-running": "^2.3.0"
+      },
+      "bin": {
+        "vitest": "vitest.mjs"
+      },
+      "engines": {
+        "node": "^20.0.0 || ^22.0.0 || >=24.0.0"
+      },
+      "funding": {
+        "url": "https://opencollective.com/vitest"
+      },
+      "peerDependencies": {
+        "@edge-runtime/vm": "*",
+        "@opentelemetry/api": "^1.9.0",
+        "@types/node": "^20.0.0 || ^22.0.0 || >=24.0.0",
+        "@vitest/browser-playwright": "4.1.0",
+        "@vitest/browser-preview": "4.1.0",
+        "@vitest/browser-webdriverio": "4.1.0",
+        "@vitest/ui": "4.1.0",
+        "happy-dom": "*",
+        "jsdom": "*",
+        "vite": "^6.0.0 || ^7.0.0 || ^8.0.0-0"
+      },
+      "peerDependenciesMeta": {
+        "@edge-runtime/vm": {
+          "optional": true
+        },
+        "@opentelemetry/api": {
+          "optional": true
+        },
+        "@types/node": {
+          "optional": true
+        },
+        "@vitest/browser-playwright": {
+          "optional": true
+        },
+        "@vitest/browser-preview": {
+          "optional": true
+        },
+        "@vitest/browser-webdriverio": {
+          "optional": true
+        },
+        "@vitest/ui": {
+          "optional": true
+        },
+        "happy-dom": {
+          "optional": true
+        },
+        "jsdom": {
+          "optional": true
+        },
+        "vite": {
+          "optional": false
+        }
+      }
+    },
+    "node_modules/vitest/node_modules/std-env": {
+      "version": "4.0.0",
+      "resolved": "https://registry.npmjs.org/std-env/-/std-env-4.0.0.tgz",
+      "integrity": "sha512-zUMPtQ/HBY3/50VbpkupYHbRroTRZJPRLvreamgErJVys0ceuzMkD44J/QjqhHjOzK42GQ3QZIeFG1OYfOtKqQ==",
+      "devOptional": true,
+      "license": "MIT"
+    },
     "node_modules/vscode-uri": {
       "version": "3.1.0",
       "resolved": "https://registry.npmjs.org/vscode-uri/-/vscode-uri-3.1.0.tgz",
@@ -18537,6 +19249,52 @@
         "node": ">= 8"
       }
     },
+    "node_modules/why-is-node-running": {
+      "version": "2.3.0",
+      "resolved": "https://registry.npmjs.org/why-is-node-running/-/why-is-node-running-2.3.0.tgz",
+      "integrity": "sha512-hUrmaWBdVDcxvYqnyh09zunKzROWjbZTiNy8dBEjkS7ehEDQibXJ7XvlmtbwuTclUiIyN+CyXQD4Vmko8fNm8w==",
+      "devOptional": true,
+      "license": "MIT",
+      "dependencies": {
+        "siginfo": "^2.0.0",
+        "stackback": "0.0.2"
+      },
+      "bin": {
+        "why-is-node-running": "cli.js"
+      },
+      "engines": {
+        "node": ">=8"
+      }
+    },
+    "node_modules/word-extractor": {
+      "version": "1.0.4",
+      "resolved": "https://registry.npmjs.org/word-extractor/-/word-extractor-1.0.4.tgz",
+      "integrity": "sha512-PyAGZQ2gjnVA5kcZAOAxoYciCMaAvu0dbVlw/zxHphhy+3be8cDeYKHJPO8iedIM3Sx0arA/ugKTJyXhZNgo6g==",
+      "license": "MIT",
+      "dependencies": {
+        "saxes": "^5.0.1",
+        "yauzl": "^2.10.0"
+      }
+    },
+    "node_modules/word-extractor/node_modules/buffer-crc32": {
+      "version": "0.2.13",
+      "resolved": "https://registry.npmjs.org/buffer-crc32/-/buffer-crc32-0.2.13.tgz",
+      "integrity": "sha512-VO9Ht/+p3SN7SKWqcrgEzjGbRSJYTx+Q1pTQC0wrWqHx0vpJraQ6GtHx8tvcg1rlK1byhU5gccxgOgj7B0TDkQ==",
+      "license": "MIT",
+      "engines": {
+        "node": "*"
+      }
+    },
+    "node_modules/word-extractor/node_modules/yauzl": {
+      "version": "2.10.0",
+      "resolved": "https://registry.npmjs.org/yauzl/-/yauzl-2.10.0.tgz",
+      "integrity": "sha512-p4a9I6X6nu6IhoGmBqAcbJy1mlC4j27vEPZX9F4L4/vZT3Lyq1VkFHw/V/PUcB9Buo+DG3iHkT0x3Qya58zc3g==",
+      "license": "MIT",
+      "dependencies": {
+        "buffer-crc32": "~0.2.3",
+        "fd-slicer": "~1.1.0"
+      }
+    },
     "node_modules/word-wrap": {
       "version": "1.2.5",
       "resolved": "https://registry.npmjs.org/word-wrap/-/word-wrap-1.2.5.tgz",
@@ -18606,6 +19364,21 @@
         "url": "https://github.com/sponsors/sindresorhus"
       }
     },
+    "node_modules/xmlbuilder": {
+      "version": "10.1.1",
+      "resolved": "https://registry.npmjs.org/xmlbuilder/-/xmlbuilder-10.1.1.tgz",
+      "integrity": "sha512-OyzrcFLL/nb6fMGHbiRDuPup9ljBycsdCypwuyg5AAHvyWzGfChJpCXMG88AGTIMFhGZ9RccFN1e6lhg3hkwKg==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=4.0"
+      }
+    },
+    "node_modules/xmlchars": {
+      "version": "2.2.0",
+      "resolved": "https://registry.npmjs.org/xmlchars/-/xmlchars-2.2.0.tgz",
+      "integrity": "sha512-JZnDKK8B0RCDw84FNdDAIpZK+JuJw+s7Lz8nksI7SIuU3UXJJslUthsi+uWBUYOwPFwW7W7PRLRfUKpxjtjFCw==",
+      "license": "MIT"
+    },
     "node_modules/y18n": {
       "version": "5.0.8",
       "resolved": "https://registry.npmjs.org/y18n/-/y18n-5.0.8.tgz",
diff --git a/package.json b/package.json
index a189facb..e53177be 100644
--- a/package.json
+++ b/package.json
@@ -38,22 +38,27 @@
     "file-type": "^21.3.0",
     "googleapis": "^171.4.0",
     "lucide-vue-next": "^0.564.0",
+    "mammoth": "^1.12.0",
     "nuxt": "^4.3.1",
+    "pdf-parse": "^2.4.5",
     "postgres": "^3.4.8",
     "posthog-node": "^5.28.0",
     "resend": "^6.9.3",
     "tailwindcss": "^4.1.18",
     "vue": "^3.5.28",
     "vue-router": "^4.6.4",
+    "word-extractor": "^1.0.4",
     "zod": "^4.3.6"
   },
   "devDependencies": {
     "@crowdin/cli": "^4.14.0",
     "@playwright/test": "^1.58.2",
     "@types/node": "^25.2.3",
+    "@types/pdf-parse": "^1.1.5",
     "commander": "^13.1.0",
     "drizzle-kit": "^0.31.9",
     "tsx": "^4.21.0",
+    "vitest": "^4.1.0",
     "vue-tsc": "^3.2.5",
     "wait-on": "^9.0.4"
   },
diff --git a/server/api/applications/[id]/analyze.post.ts b/server/api/applications/[id]/analyze.post.ts
index e22c28e1..e109c872 100644
--- a/server/api/applications/[id]/analyze.post.ts
+++ b/server/api/applications/[id]/analyze.post.ts
@@ -5,6 +5,7 @@ import {
 } from '../../../database/schema'
 import { scoreApplication, computeCompositeScore } from '../../../utils/ai/scoring'
 import type { CriterionDefinition } from '../../../utils/ai/scoring'
+import { extractResumeText } from '../../../utils/resume-parser'
 import { z } from 'zod'
 
 const paramsSchema = z.object({ id: z.string().min(1) })
@@ -73,11 +74,7 @@ export default defineEventHandler(async (event) => {
     ))
 
   const resumeDoc = docs.find(d => d.type === 'resume')
-  const resumeText = resumeDoc?.parsedContent
-    ? (typeof resumeDoc.parsedContent === 'string'
-      ? resumeDoc.parsedContent
-      : JSON.stringify(resumeDoc.parsedContent))
-    : null
+  const resumeText = extractResumeText(resumeDoc?.parsedContent)
 
   if (!resumeText) {
     throw createError({
diff --git a/server/api/candidates/[id]/documents/index.post.ts b/server/api/candidates/[id]/documents/index.post.ts
index 960e2ab7..53ecab01 100644
--- a/server/api/candidates/[id]/documents/index.post.ts
+++ b/server/api/candidates/[id]/documents/index.post.ts
@@ -9,6 +9,7 @@ import {
   documentTypeSchema,
   sanitizeFilename,
 } from '../../../../utils/schemas/document'
+import { parseDocument } from '../../../../utils/resume-parser'
 
 /**
  * POST /api/candidates/:id/documents
@@ -142,7 +143,13 @@ export default defineEventHandler(async (event) => {
   await uploadToS3(storageKey, fileBuffer, mimeType)
 
   // ─────────────────────────────────────────────
-  // 8. Insert DB record — clean up S3 on failure
+  // 8. Parse document content (best-effort — does not block upload)
+  // ─────────────────────────────────────────────
+
+  const parsedContent = await parseDocument(fileBuffer, mimeType)
+
+  // ─────────────────────────────────────────────
+  // 9. Insert DB record — clean up S3 on failure
   // ─────────────────────────────────────────────
 
   try {
@@ -155,6 +162,7 @@ export default defineEventHandler(async (event) => {
       originalFilename: sanitizeFilename(filePart.filename),
       mimeType,
       sizeBytes: fileBuffer.length,
+      parsedContent: parsedContent as any,
     }).returning({
       id: document.id,
       type: document.type,
diff --git a/server/api/documents/[id]/parse.post.ts b/server/api/documents/[id]/parse.post.ts
new file mode 100644
index 00000000..1dd1f258
--- /dev/null
+++ b/server/api/documents/[id]/parse.post.ts
@@ -0,0 +1,68 @@
+import { eq, and } from 'drizzle-orm'
+import { document } from '../../../database/schema'
+import { parseDocument } from '../../../utils/resume-parser'
+import { z } from 'zod'
+
+const paramsSchema = z.object({ id: z.string().min(1) })
+
+/**
+ * POST /api/documents/:id/parse
+ *
+ * Re-parse an existing document to extract text content.
+ * Downloads the file from S3, parses it, and updates parsedContent.
+ * Useful for:
+ *   - Documents uploaded before the parser was added
+ *   - Retrying after a failed parse
+ *
+ * Security:
+ *   - Auth required, org-scoped
+ *   - Document must belong to the authenticated org
+ */
+export default defineEventHandler(async (event) => {
+  const session = await requirePermission(event, { document: ['update'] })
+  const orgId = session.session.activeOrganizationId
+  const { id: documentId } = await getValidatedRouterParams(event, paramsSchema.parse)
+
+  const doc = await db.query.document.findFirst({
+    where: and(
+      eq(document.id, documentId),
+      eq(document.organizationId, orgId),
+    ),
+    columns: {
+      id: true,
+      storageKey: true,
+      mimeType: true,
+      originalFilename: true,
+    },
+  })
+
+  if (!doc) {
+    throw createError({ statusCode: 404, statusMessage: 'Document not found' })
+  }
+
+  // Download file from S3
+  const fileBuffer = await downloadFromS3(doc.storageKey)
+
+  // Parse document content
+  const parsedContent = await parseDocument(fileBuffer, doc.mimeType)
+
+  if (!parsedContent) {
+    throw createError({
+      statusCode: 422,
+      statusMessage: 'Failed to extract text from this document. The file may be image-based or corrupted.',
+    })
+  }
+
+  // Update the document record with parsed content
+  await db.update(document)
+    .set({ parsedContent: parsedContent as any })
+    .where(eq(document.id, documentId))
+
+  return {
+    id: doc.id,
+    parsed: true,
+    wordCount: parsedContent.metadata.wordCount,
+    sectionCount: parsedContent.sections.length,
+    sourceFormat: parsedContent.metadata.sourceFormat,
+  }
+})
diff --git a/server/api/documents/parse-all.post.ts b/server/api/documents/parse-all.post.ts
new file mode 100644
index 00000000..a12c9aa6
--- /dev/null
+++ b/server/api/documents/parse-all.post.ts
@@ -0,0 +1,74 @@
+import { eq, and, isNull } from 'drizzle-orm'
+import { document } from '../../database/schema'
+import { parseDocument } from '../../utils/resume-parser'
+
+/**
+ * POST /api/documents/parse-all
+ *
+ * Re-parse all documents in the organization that have no parsedContent.
+ * Processes documents sequentially to avoid memory spikes.
+ * Returns a summary of successes and failures.
+ *
+ * Security:
+ *   - Auth required (admin/owner)
+ *   - Org-scoped — only processes documents belonging to the authenticated org
+ */
+export default defineEventHandler(async (event) => {
+  const session = await requirePermission(event, { document: ['update'] })
+  const orgId = session.session.activeOrganizationId
+
+  // Fetch all documents without parsed content
+  const unparsedDocs = await db.select({
+    id: document.id,
+    storageKey: document.storageKey,
+    mimeType: document.mimeType,
+    originalFilename: document.originalFilename,
+  })
+    .from(document)
+    .where(and(
+      eq(document.organizationId, orgId),
+      isNull(document.parsedContent),
+    ))
+
+  if (unparsedDocs.length === 0) {
+    return { total: 0, parsed: 0, failed: 0, failures: [] }
+  }
+
+  let parsed = 0
+  const failures: { id: string; filename: string; error: string }[] = []
+
+  for (const doc of unparsedDocs) {
+    try {
+      const fileBuffer = await downloadFromS3(doc.storageKey)
+      const parsedContent = await parseDocument(fileBuffer, doc.mimeType)
+
+      if (parsedContent) {
+        await db.update(document)
+          .set({ parsedContent: parsedContent as any })
+          .where(eq(document.id, doc.id))
+        parsed++
+      }
+      else {
+        failures.push({
+          id: doc.id,
+          filename: doc.originalFilename,
+          error: 'No text could be extracted',
+        })
+      }
+    }
+    catch (error: any) {
+      failures.push({
+        id: doc.id,
+        filename: doc.originalFilename,
+        error: error?.message ?? 'Unknown error',
+      })
+    }
+  }
+
+  return {
+    total: unparsedDocs.length,
+    parsed,
+    failed: failures.length,
+    failures,
+  }
+})
diff --git a/server/api/public/jobs/[slug]/apply.post.ts b/server/api/public/jobs/[slug]/apply.post.ts
index 0eaaf8c1..ecfeafb9 100644
--- a/server/api/public/jobs/[slug]/apply.post.ts
+++ b/server/api/public/jobs/[slug]/apply.post.ts
@@ -4,6 +4,7 @@ import { job, candidate, application, jobQuestion, questionResponse, document, o
 import { publicApplicationSchema, publicJobSlugSchema } from '../../../../utils/schemas/publicApplication'
 import { createPreviewReadOnlyError } from '../../../../utils/previewReadOnly'
 import { autoScoreApplication } from '../../../../utils/ai/autoScore'
+import { parseDocument } from '../../../../utils/resume-parser'
 import {
   ALLOWED_MIME_TYPES,
   MAX_FILE_SIZE,
@@ -433,6 +434,9 @@ export default defineEventHandler(async (event) => {
     try {
       await uploadToS3(storageKey, file.data, mimeType)
 
+      // Parse document content (best-effort — does not block upload)
+      const parsedContent = await parseDocument(file.data, mimeType)
+
       const [created] = await db.insert(document).values({
         id: docId,
         organizationId: orgId,
@@ -442,6 +446,7 @@ export default defineEventHandler(async (event) => {
         originalFilename: sanitizeFilename(file.filename),
         mimeType,
         sizeBytes: file.data.length,
+        parsedContent: parsedContent as any,
       }).returning({ id: document.id })
 
       uploadedDocIds.push(created!.id)
@@ -480,6 +485,9 @@ export default defineEventHandler(async (event) => {
     try {
       await uploadToS3(storageKey, file.data, mimeType)
 
+      // Parse resume content (best-effort — does not block upload)
+      const parsedContent = await parseDocument(file.data, mimeType)
+
       await db.insert(document).values({
         id: docId,
         organizationId: orgId,
@@ -489,6 +497,7 @@ export default defineEventHandler(async (event) => {
         originalFilename: sanitizeFilename(file.filename),
         mimeType,
         sizeBytes: file.data.length,
+        parsedContent: parsedContent as any,
       })
     } catch (uploadError) {
       try {
diff --git a/server/utils/ai/autoScore.ts b/server/utils/ai/autoScore.ts
index 0f38baa3..d7c72b85 100644
--- a/server/utils/ai/autoScore.ts
+++ b/server/utils/ai/autoScore.ts
@@ -10,6 +10,7 @@ import {
 } from '../../database/schema'
 import { scoreApplication, computeCompositeScore } from './scoring'
 import type { CriterionDefinition } from './scoring'
+import { extractResumeText } from '../resume-parser'
 
 export async function autoScoreApplication(applicationId: string, orgId: string) {
   const app = await db.query.application.findFirst({
@@ -38,11 +39,7 @@ export async function autoScoreApplication(applicationId: string, orgId: string)
     .where(and(eq(document.candidateId, app.candidate.id), eq(document.organizationId, orgId)))
 
   const resumeDoc = docs.find(d => d.type === 'resume')
-  const resumeText = resumeDoc?.parsedContent
-    ? (typeof resumeDoc.parsedContent === 'string'
-      ? resumeDoc.parsedContent
-      : JSON.stringify(resumeDoc.parsedContent))
-    : null
+  const resumeText = extractResumeText(resumeDoc?.parsedContent)
   if (!resumeText) return
 
   if (!app.job.description) return
diff --git a/server/utils/resume-parser.ts b/server/utils/resume-parser.ts
new file mode 100644
index 00000000..e70331d8
--- /dev/null
+++ b/server/utils/resume-parser.ts
@@ -0,0 +1,319 @@
+/**
+ * Resume Parser
+ *
+ * Extracts text content from uploaded documents (PDF, DOCX, DOC).
+ * Returns structured parsed content for storage in document.parsedContent.
+ *
+ * Supports:
+ *   - PDF — via pdf-parse (pdfjs-dist based)
+ *   - DOCX — via mammoth (XML-based, reliable)
+ *   - DOC — via word-extractor (OLE2 compound documents)
+ */
+import { PDFParse } from 'pdf-parse'
+import mammoth from 'mammoth'
+import WordExtractor from 'word-extractor'
+
+const PARSER_VERSION = '1.0'
+
+export interface ParsedResume {
+  /** Full extracted text content */
+  text: string
+  /** Detected sections (best-effort heuristic) */
+  sections: ResumeSection[]
+  /** Parsing metadata */
+  metadata: {
+    pageCount: number | null
+    wordCount: number
+    characterCount: number
+    extractedAt: string
+    parserVersion: string
+    sourceFormat: 'pdf' | 'docx' | 'doc'
+  }
+}
+
+export interface ResumeSection {
+  heading: string
+  content: string
+}
+
+/**
+ * Parse a document buffer and extract text content.
+ * Routes to the appropriate parser based on MIME type.
+ *
+ * @param buffer - Raw file bytes
+ * @param mimeType - Validated MIME type of the document
+ * @returns Structured parsed content, or null if extraction fails
+ */
+export async function parseDocument(
+  buffer: Buffer,
+  mimeType: string,
+): Promise<ParsedResume | null> {
+  try {
+    switch (mimeType) {
+      case 'application/pdf':
+        return await parsePdf(buffer)
+      case 'application/vnd.openxmlformats-officedocument.wordprocessingml.document':
+        return await parseDocx(buffer)
+      case 'application/msword':
+        return await parseDoc(buffer)
+      default:
+        console.warn(`[ResumeParser] Unsupported MIME type: ${mimeType}`)
+        return null
+    }
+  }
+  catch (error) {
+    console.error('[ResumeParser] Failed to parse document:', error)
+    return null
+  }
+}
+
+// ─── PDF Parser ───────────────────────────────────────────────────
+
+async function parsePdf(buffer: Buffer): Promise<ParsedResume | null> {
+  const parser = new PDFParse({ data: buffer })
+  const result = await parser.getText()
+
+  const text = normalizeText(result.text)
+  if (!text) {
+    await parser.destroy()
+    return null
+  }
+
+  const parsed: ParsedResume = {
+    text,
+    sections: extractSections(text),
+    metadata: {
+      pageCount: result.total,
+      wordCount: countWords(text),
+      characterCount: text.length,
+      extractedAt: new Date().toISOString(),
+      parserVersion: PARSER_VERSION,
+      sourceFormat: 'pdf',
+    },
+  }
+
+  await parser.destroy()
+  return parsed
+}
+
+// ─── DOCX Parser ──────────────────────────────────────────────────
+
+async function parseDocx(buffer: Buffer): Promise<ParsedResume | null> {
+  const result = await mammoth.extractRawText({ buffer })
+
+  const text = normalizeText(result.value)
+  if (!text) return null
+
+  return {
+    text,
+    sections: extractSections(text),
+    metadata: {
+      pageCount: null, // DOCX doesn't have pages
+      wordCount: countWords(text),
+      characterCount: text.length,
+      extractedAt: new Date().toISOString(),
+      parserVersion: PARSER_VERSION,
+      sourceFormat: 'docx',
+    },
+  }
+}
+
+// ─── DOC Parser (Legacy) ──────────────────────────────────────────
+
+async function parseDoc(buffer: Buffer): Promise<ParsedResume | null> {
+  const extractor = new WordExtractor()
+  const doc = await extractor.extract(buffer)
+
+  // Combine main body, headers, and footers
+  const parts = [
+    doc.getBody(),
+    doc.getHeaders({ includeFooters: false }),
+    doc.getFooters(),
+  ].filter(Boolean)
+
+  const rawText = parts.join('\n')
+  const text = normalizeText(rawText)
+  if (!text) return null
+
+  return {
+    text,
+    sections: extractSections(text),
+    metadata: {
+      pageCount: null,
+      wordCount: countWords(text),
+      characterCount: text.length,
+      extractedAt: new Date().toISOString(),
+      parserVersion: PARSER_VERSION,
+      sourceFormat: 'doc',
+    },
+  }
+}
+
+// ─── Text Normalization ───────────────────────────────────────────
+
+/**
+ * Clean up extracted text: collapse whitespace, trim, remove control chars.
+ * Returns empty string if no meaningful content was extracted.
+ */
+function normalizeText(raw: string): string {
+  return raw
+    // Remove null bytes and control characters (except newline/tab)
+    .replace(/[\x00-\x08\x0B\x0C\x0E-\x1F\x7F]/g, '')
+    // Normalize Windows line endings
+    .replace(/\r\n/g, '\n')
+    .replace(/\r/g, '\n')
+    // Collapse 3+ consecutive newlines into 2
+    .replace(/\n{3,}/g, '\n\n')
+    // Collapse multiple spaces/tabs on same line into one
+    .replace(/[^\S\n]+/g, ' ')
+    // Trim each line
+    .split('\n')
+    .map(line => line.trim())
+    .join('\n')
+    // Final trim
+    .trim()
+}
+
+// ─── Section Extraction ───────────────────────────────────────────
+
+/**
+ * Best-effort extraction of resume sections based on common heading patterns.
+ * This is a heuristic approach — not all resumes follow standard formats.
+ */
+const SECTION_HEADINGS = [
+  // Experience / Work
+  /^(?:work\s*)?experience/i,
+  /^employment\s*(?:history)?/i,
+  /^professional\s*(?:experience|background|history)/i,
+  /^career\s*(?:history|summary)/i,
+  /^work\s*history/i,
+
+  // Education
+  /^education(?:al\s*background)?/i,
+  /^academic\s*(?:background|qualifications)/i,
+  /^qualifications/i,
+
+  // Skills
+  /^(?:technical\s*)?skills/i,
+  /^core\s*competencies/i,
+  /^technologies/i,
+  /^tools?\s*(?:&|and)\s*technologies/i,
+  /^expertise/i,
+
+  // Summary / Profile / Objective
+  /^(?:professional\s*)?summary/i,
+  /^(?:career\s*)?objective/i,
+  /^profile/i,
+  /^about\s*(?:me)?/i,
+
+  // Certifications / Awards
+  /^certifications?/i,
+  /^licenses?\s*(?:&|and)\s*certifications?/i,
+  /^awards?\s*(?:&|and)\s*(?:honors?|achievements?)/i,
+  /^achievements?/i,
+  /^honors?/i,
+
+  // Projects / Publications
+  /^(?:key\s*)?projects?/i,
+  /^publications?/i,
+  /^research/i,
+  /^portfolio/i,
+
+  // Languages / Interests
+  /^languages?/i,
+  /^interests?\s*(?:&|and)\s*(?:hobbies|activities)/i,
+  /^hobbies/i,
+  /^volunteer(?:ing)?\s*(?:experience)?/i,
+
+  // References
+  /^references?/i,
+
+  // Contact
+  /^contact\s*(?:information|details)?/i,
+  /^personal\s*(?:information|details)/i,
+]
+
+function extractSections(text: string): ResumeSection[] {
+  const lines = text.split('\n')
+  const sections: ResumeSection[] = []
+  let currentHeading: string | null = null
+  let currentContent: string[] = []
+
+  for (const line of lines) {
+    const trimmed = line.trim()
+    if (!trimmed) {
+      currentContent.push('')
+      continue
+    }
+
+    // Check if this line matches a known section heading pattern
+    // Headings are typically short (< 60 chars) and on their own line
+    const isHeading = trimmed.length < 60 && SECTION_HEADINGS.some(pattern => pattern.test(trimmed))
+
+    if (isHeading) {
+      // Save previous section
+      if (currentHeading !== null) {
+        const content = currentContent.join('\n').trim()
+        if (content) {
+          sections.push({ heading: currentHeading, content })
+        }
+      }
+      currentHeading = trimmed
+      currentContent = []
+    }
+    else {
+      currentContent.push(trimmed)
+    }
+  }
+
+  // Save last section
+  if (currentHeading !== null) {
+    const content = currentContent.join('\n').trim()
+    if (content) {
+      sections.push({ heading: currentHeading, content })
+    }
+  }
+
+  return sections
+}
+
+// ─── Helpers ──────────────────────────────────────────────────────
+
+function countWords(text: string): number {
+  return text.split(/\s+/).filter(Boolean).length
+}
+
+// ─── Resume Text Extraction ──────────────────────────────────────
+
+/**
+ * Extract plain text from a parsedContent JSONB value.
+ * Handles both the structured ParsedResume format and legacy string values.
+ * Used by the scoring/analysis endpoints.
+ *
+ * @param parsedContent - The raw JSONB value from document.parsedContent
+ * @returns The extracted text, or null if no content is available
+ */
+export function extractResumeText(parsedContent: unknown): string | null {
+  if (!parsedContent) return null
+
+  // Structured ParsedResume format: { text: "...", sections: [...], metadata: {...} }
+  if (typeof parsedContent === 'object' && parsedContent !== null && 'text' in parsedContent) {
+    const text = (parsedContent as { text: unknown }).text
+    if (typeof text === 'string' && text.trim()) return text
+    // If it has a text property but it's empty, there's no useful content
+    return null
+  }
+
+  // Legacy: plain string value
+  if (typeof parsedContent === 'string' && parsedContent.trim()) {
+    return parsedContent
+  }
+
+  // Fallback: stringify object (should rarely happen)
+  if (typeof parsedContent === 'object') {
+    const str = JSON.stringify(parsedContent)
+    return str && str !== '{}' && str !== '[]' ? str : null
+  }
+
+  return null
+}
diff --git a/server/utils/s3.ts b/server/utils/s3.ts
index a11c0529..5ac1e5d1 100644
--- a/server/utils/s3.ts
+++ b/server/utils/s3.ts
@@ -69,6 +69,28 @@ export async function uploadToS3(
   )
 }
 
+/**
+ * Download a file from S3/MinIO and return the raw bytes.
+ *
+ * @param key - The storage key of the object to download
+ * @returns File content as a Buffer
+ */
+export async function downloadFromS3(key: string): Promise<Buffer> {
+  const response = await getS3Client().send(
+    new GetObjectCommand({
+      Bucket: env.S3_BUCKET,
+      Key: key,
+    }),
+  )
+
+  if (!response.Body) {
+    throw new Error(`S3 object body is empty: ${key}`)
+  }
+
+  const bytes = await response.Body.transformToByteArray()
+  return Buffer.from(bytes)
+}
+
 /**
  * Delete a file from S3/MinIO.
  * Silently succeeds if the object doesn't exist (S3 convention).
diff --git a/tests/unit/resume-parser.test.ts b/tests/unit/resume-parser.test.ts
new file mode 100644
index 00000000..90fd5a29
--- /dev/null
+++ b/tests/unit/resume-parser.test.ts
@@ -0,0 +1,157 @@
+import { describe, it, expect } from 'vitest'
+import { parseDocument, extractResumeText, type ParsedResume } from '../../server/utils/resume-parser'
+
+/**
+ * Create a minimal valid PDF containing the given text.
+ * Uses a simple Type1/Helvetica font and a single page.
+ */
+function createTestPdf(text: string): Buffer {
+  const streamContent = `BT /F1 12 Tf 72 700 Td (${text}) Tj ET`
+
+  const content = [
+    '%PDF-1.4',
+    '1 0 obj',
+    '<< /Type /Catalog /Pages 2 0 R >>',
+    'endobj',
+    '2 0 obj',
+    '<< /Type /Pages /Kids [3 0 R] /Count 1 >>',
+    'endobj',
+    '3 0 obj',
+    '<< /Type /Page /Parent 2 0 R /MediaBox [0 0 612 792] /Contents 4 0 R /Resources << /Font << /F1 5 0 R >> >> >>',
+    'endobj',
+    `4 0 obj`,
+    `<< /Length ${streamContent.length} >>`,
+    'stream',
+    streamContent,
+    'endstream',
+    'endobj',
+    '5 0 obj',
+    '<< /Type /Font /Subtype /Type1 /BaseFont /Helvetica >>',
+    'endobj',
+    'xref',
+    '0 6',
+    '0000000000 65535 f ',
+    '0000000009 00000 n ',
+    '0000000058 00000 n ',
+    '0000000115 00000 n ',
+    '0000000266 00000 n ',
+    '0000000360 00000 n ',
+    'trailer',
+    '<< /Size 6 /Root 1 0 R >>',
+    'startxref',
+    '441',
+    '%%EOF',
+  ].join('\n')
+
+  return Buffer.from(content)
+}
+
+// ─── Tests ───────────────────────────────────────────────────────
+
+describe('resume-parser', () => {
+  describe('parseDocument', () => {
+    it('returns null for unsupported MIME types', async () => {
+      const buffer = Buffer.from('test content')
+      const result = await parseDocument(buffer, 'text/plain')
+      expect(result).toBeNull()
+    })
+
+    it('returns null for empty buffer', async () => {
+      const buffer = Buffer.alloc(0)
+      const result = await parseDocument(buffer, 'application/pdf')
+      expect(result).toBeNull()
+    })
+
+    it('returns null for corrupted data without crashing', async () => {
+      const buffer = Buffer.from('not a real pdf file content')
+      const result = await parseDocument(buffer, 'application/pdf')
+      expect(result).toBeNull()
+    })
+
+    it('parses a valid PDF and returns structured content', async () => {
+      const pdf = createTestPdf('John Doe Software Engineer')
+      const result = await parseDocument(pdf, 'application/pdf')
+
+      expect(result).not.toBeNull()
+      expect(result!.text).toContain('John Doe')
+      expect(result!.metadata.sourceFormat).toBe('pdf')
+      expect(result!.metadata.parserVersion).toBe('1.0')
+      expect(result!.metadata.wordCount).toBeGreaterThan(0)
+      expect(result!.metadata.extractedAt).toBeTruthy()
+      expect(result!.metadata.pageCount).toBe(1)
+    })
+
+    it('handles DOCX mime type gracefully with invalid data', async () => {
+      const buffer = Buffer.from('not a real docx')
+      const result = await parseDocument(buffer, 'application/vnd.openxmlformats-officedocument.wordprocessingml.document')
+      expect(result).toBeNull()
+    })
+
+    it('handles DOC mime type gracefully with invalid data', async () => {
+      const buffer = Buffer.from('not a real doc')
+      const result = await parseDocument(buffer, 'application/msword')
+      expect(result).toBeNull()
+    })
+  })
+
+  describe('extractResumeText', () => {
+    it('returns null for null input', () => {
+      expect(extractResumeText(null)).toBeNull()
+    })
+
+    it('returns null for undefined input', () => {
+      expect(extractResumeText(undefined)).toBeNull()
+    })
+
+    it('returns null for empty string', () => {
+      expect(extractResumeText('')).toBeNull()
+    })
+
+    it('returns null for whitespace-only string', () => {
+      expect(extractResumeText('   ')).toBeNull()
+    })
+
+    it('extracts text from structured ParsedResume format', () => {
+      const parsed: ParsedResume = {
+        text: 'John Doe\nSoftware Engineer\n\nExperience\n5 years at Google',
+        sections: [{ heading: 'Experience', content: '5 years at Google' }],
+        metadata: {
+          pageCount: 1,
+          wordCount: 10,
+          characterCount: 50,
+          extractedAt: '2024-01-01T00:00:00Z',
+          parserVersion: '1.0',
+          sourceFormat: 'pdf',
+        },
+      }
+
+      const result = extractResumeText(parsed)
+      expect(result).toBe('John Doe\nSoftware Engineer\n\nExperience\n5 years at Google')
+    })
+
+    it('handles legacy plain string values', () => {
+      const result = extractResumeText('This is a resume text')
+      expect(result).toBe('This is a resume text')
+    })
+
+    it('falls back to JSON.stringify for unknown object shapes', () => {
+      const result = extractResumeText({ foo: 'bar' })
+      expect(result).toBe('{"foo":"bar"}')
+    })
+
+    it('returns null for empty objects', () => {
+      expect(extractResumeText({})).toBeNull()
+    })
+
+    it('returns null for empty arrays', () => {
+      expect(extractResumeText([])).toBeNull()
+    })
+
+    it('handles structured format with empty text', () => {
+      const parsed = { text: '', sections: [], metadata: {} }
+      const result = extractResumeText(parsed)
+      // Empty text should return null (falls through to stringify)
+      expect(result).toBeNull()
+    })
+  })
+})

From c09ea21741f63bf7b3c175418ff6ab552489c2d3 Mon Sep 17 00:00:00 2001
From: Joachim <joachim.l.kolle.pers@gmail.com>
Date: Tue, 17 Mar 2026 11:45:34 +0100
Subject: [PATCH 04/10] feat(ai-analysis): add AI analysis dashboard and stats
 endpoint with tests

---
 app/components/AppTopBar.vue            |   1 +
 app/pages/dashboard/ai-analysis.vue     | 464 ++++++++++++++++++++++++
 app/pages/dashboard/jobs/[id]/index.vue |   7 +
 server/api/ai-analysis/stats.get.ts     | 141 +++++++
 tests/unit/ai-analysis-stats.test.ts    |  24 ++
 5 files changed, 637 insertions(+)
 create mode 100644 app/pages/dashboard/ai-analysis.vue
 create mode 100644 server/api/ai-analysis/stats.get.ts
 create mode 100644 tests/unit/ai-analysis-stats.test.ts

diff --git a/app/components/AppTopBar.vue b/app/components/AppTopBar.vue
index e45de4ea..b92b7f30 100644
--- a/app/components/AppTopBar.vue
+++ b/app/components/AppTopBar.vue
@@ -124,6 +124,7 @@ const mainNav = [
   { label: 'Candidates', to: '/dashboard/candidates', icon: Users, exact: false },
   { label: 'Applications', to: '/dashboard/applications', icon: FileText, exact: false },
   { label: 'Interviews', to: '/dashboard/interviews', icon: Calendar, exact: false },
+  { label: 'AI Analysis', to: '/dashboard/ai-analysis', icon: Sparkles, exact: true },
   { label: 'Settings', to: '/dashboard/settings', icon: Settings, exact: false },
 ]
 
diff --git a/app/pages/dashboard/ai-analysis.vue b/app/pages/dashboard/ai-analysis.vue
new file mode 100644
index 00000000..9799bdbe
--- /dev/null
+++ b/app/pages/dashboard/ai-analysis.vue
@@ -0,0 +1,464 @@
+<script setup lang="ts">
+import {
+  Brain, Sparkles, TrendingUp, AlertTriangle, CheckCircle2,
+  XCircle, Zap, Clock, BarChart3, Activity, AlertCircle,
+} from 'lucide-vue-next'
+
+definePageMeta({
+  layout: 'dashboard',
+  middleware: ['auth', 'require-org'],
+})
+
+useSeoMeta({
+  title: 'AI Analysis — Reqcore',
+  robots: 'noindex, nofollow',
+})
+
+const { data: stats, status: fetchStatus, error, refresh } = useFetch('/api/ai-analysis/stats', {
+  key: 'ai-analysis-stats',
+  headers: useRequestHeaders(['cookie']),
+})
+
+const summary = computed(() => stats.value?.summary ?? {
+  totalRuns: 0,
+  completedRuns: 0,
+  failedRuns: 0,
+  totalPromptTokens: 0,
+  totalCompletionTokens: 0,
+  totalTokens: 0,
+})
+
+const dailyRuns = computed(() => stats.value?.dailyRuns ?? [])
+const recentRuns = computed(() => stats.value?.recentRuns ?? [])
+const modelBreakdown = computed(() => stats.value?.modelBreakdown ?? [])
+
+const successRate = computed(() => {
+  if (summary.value.totalRuns === 0) return 0
+  return Math.round((summary.value.completedRuns / summary.value.totalRuns) * 100)
+})
+
+// Chart bar heights (simple bar chart)
+const maxDailyCount = computed(() => Math.max(...dailyRuns.value.map(d => d.count), 1))
+const maxDailyTokens = computed(() => Math.max(...dailyRuns.value.map(d => d.promptTokens + d.completionTokens), 1))
+
+const chartStartDate = computed(() => {
+  const first = dailyRuns.value[0]
+  return first ? formatDate(first.date) : ''
+})
+const chartEndDate = computed(() => {
+  const last = dailyRuns.value.at(-1)
+  return last ? formatDate(last.date) : ''
+})
+
+function formatNumber(n: number): string {
+  if (n >= 1_000_000) return `${(n / 1_000_000).toFixed(1)}M`
+  if (n >= 1_000) return `${(n / 1_000).toFixed(1)}K`
+  return n.toString()
+}
+
+function formatDate(dateStr: string): string {
+  const d = new Date(dateStr)
+  return d.toLocaleDateString(undefined, { month: 'short', day: 'numeric' })
+}
+
+function formatDateTime(dateStr: string | Date): string {
+  return new Date(dateStr).toLocaleString(undefined, {
+    month: 'short',
+    day: 'numeric',
+    hour: '2-digit',
+    minute: '2-digit',
+  })
+}
+
+function scoreColor(score: number | null): string {
+  if (score == null) return 'text-surface-400'
+  if (score >= 75) return 'text-success-600 dark:text-success-400'
+  if (score >= 40) return 'text-warning-600 dark:text-warning-400'
+  return 'text-danger-600 dark:text-danger-400'
+}
+
+function scoreBadgeClass(score: number | null): string {
+  if (score == null) return ''
+  if (score >= 75) return 'bg-success-50 text-success-700 ring-success-200/60 dark:bg-success-950 dark:text-success-400 dark:ring-success-800/40'
+  if (score >= 40) return 'bg-warning-50 text-warning-700 ring-warning-200/60 dark:bg-warning-950 dark:text-warning-400 dark:ring-warning-800/40'
+  return 'bg-danger-50 text-danger-700 ring-danger-200/60 dark:bg-danger-950 dark:text-danger-400 dark:ring-danger-800/40'
+}
+
+function statusBadgeClass(status: string): string {
+  if (status === 'completed') return 'bg-success-50 text-success-700 ring-success-200/60 dark:bg-success-950 dark:text-success-400 dark:ring-success-800/40'
+  if (status === 'failed') return 'bg-danger-50 text-danger-700 ring-danger-200/60 dark:bg-danger-950 dark:text-danger-400 dark:ring-danger-800/40'
+  return 'bg-warning-50 text-warning-700 ring-warning-200/60 dark:bg-warning-950 dark:text-warning-400 dark:ring-warning-800/40'
+}
+</script>
+
+<template>
+  <div class="mx-auto max-w-6xl">
+    <!-- ─── Loading skeleton ─── -->
+    <div v-if="fetchStatus === 'pending'">
+      <div class="mb-10">
+        <div class="h-8 w-48 bg-surface-200 dark:bg-surface-700 rounded-lg animate-pulse mb-2" />
+        <div class="h-4 w-64 bg-surface-200 dark:bg-surface-700 rounded animate-pulse" />
+      </div>
+      <div class="grid grid-cols-2 lg:grid-cols-4 gap-4 mb-10">
+        <div v-for="i in 4" :key="i" class="rounded-2xl border border-surface-200 dark:border-surface-800 bg-white dark:bg-surface-900 p-5 animate-pulse">
+          <div class="flex items-center justify-between mb-4">
+            <div class="h-3 w-20 bg-surface-200 dark:bg-surface-700 rounded" />
+            <div class="size-9 bg-surface-200 dark:bg-surface-700 rounded-xl" />
+          </div>
+          <div class="h-9 w-14 bg-surface-200 dark:bg-surface-700 rounded mb-2" />
+          <div class="h-3 w-24 bg-surface-100 dark:bg-surface-800 rounded" />
+        </div>
+      </div>
+      <div class="space-y-6">
+        <div class="rounded-2xl border border-surface-200 dark:border-surface-800 bg-white dark:bg-surface-900 p-6 animate-pulse">
+          <div class="h-5 w-40 bg-surface-200 dark:bg-surface-700 rounded mb-6" />
+          <div class="h-24 bg-surface-100 dark:bg-surface-800 rounded-xl" />
+        </div>
+        <div class="rounded-2xl border border-surface-200 dark:border-surface-800 bg-white dark:bg-surface-900 p-6 animate-pulse">
+          <div class="h-5 w-32 bg-surface-200 dark:bg-surface-700 rounded mb-6" />
+          <div class="space-y-3">
+            <div v-for="i in 3" :key="i" class="h-12 bg-surface-100 dark:bg-surface-800 rounded-xl" />
+          </div>
+        </div>
+      </div>
+    </div>
+
+    <!-- ─── Error ─── -->
+    <div
+      v-else-if="error"
+      class="rounded-2xl border border-danger-200 dark:border-danger-900 bg-danger-50 dark:bg-danger-950/60 p-5 text-sm text-danger-700 dark:text-danger-400 flex items-center gap-3"
+    >
+      <AlertCircle class="size-5 shrink-0" />
+      <span>Failed to load AI analysis data.</span>
+      <button class="underline ml-auto font-medium cursor-pointer" @click="refresh()">Retry</button>
+    </div>
+
+    <!-- ─── Empty state (no runs at all) ─── -->
+    <div v-else-if="summary.totalRuns === 0" class="flex flex-col items-center justify-center py-24">
+      <div class="rounded-3xl border border-surface-200 dark:border-surface-800 bg-white dark:bg-surface-900 p-14 text-center max-w-md shadow-sm">
+        <div class="mx-auto mb-8 flex items-center justify-center size-18 rounded-2xl bg-gradient-to-br from-brand-500 to-violet-600 shadow-lg shadow-brand-500/20">
+          <Brain class="size-9 text-white" />
+        </div>
+        <h2 class="text-2xl font-bold text-surface-900 dark:text-surface-100 mb-3 tracking-tight">
+          No AI analysis yet
+        </h2>
+        <p class="text-sm text-surface-500 dark:text-surface-400 mb-4 leading-relaxed max-w-sm mx-auto">
+          Configure your AI provider in Settings and set up scoring criteria on a job to start analyzing candidates.
+        </p>
+      </div>
+    </div>
+
+    <!-- ─── Dashboard content ─── -->
+    <template v-else>
+      <!-- ─── Header ─── -->
+      <div class="flex items-center justify-between mb-10">
+        <div>
+          <h1 class="text-2xl font-bold text-surface-900 dark:text-surface-50 tracking-tight">AI Analysis</h1>
+          <p class="text-sm text-surface-400 dark:text-surface-500 mt-1">Overview of AI scoring runs and token usage</p>
+        </div>
+      </div>
+
+      <!-- ─── Stat cards ─── -->
+      <div class="grid grid-cols-2 lg:grid-cols-4 gap-4 mb-10">
+        <!-- Total Runs -->
+        <div class="group relative rounded-2xl border border-surface-200/80 dark:border-surface-800 bg-white dark:bg-surface-900 p-5 hover:border-brand-300/60 dark:hover:border-brand-800/60 hover:shadow-md hover:shadow-brand-500/5 transition-all duration-200 overflow-hidden">
+          <div class="absolute inset-0 bg-gradient-to-br from-brand-50/50 to-transparent dark:from-brand-950/20 dark:to-transparent opacity-0 group-hover:opacity-100 transition-opacity duration-200" />
+          <div class="relative">
+            <div class="flex items-center justify-between mb-4">
+              <span class="text-xs font-semibold uppercase tracking-wider text-surface-400 dark:text-surface-500">Total Runs</span>
+              <div class="flex items-center justify-center size-9 rounded-xl bg-brand-50 dark:bg-brand-950/40 group-hover:bg-brand-100 dark:group-hover:bg-brand-950/60 transition-colors">
+                <Activity class="size-4 text-brand-600 dark:text-brand-400" />
+              </div>
+            </div>
+            <div class="text-3xl font-bold text-surface-900 dark:text-surface-50 tracking-tight tabular-nums">
+              {{ formatNumber(summary.totalRuns) }}
+            </div>
+            <div class="mt-1.5 flex items-center gap-3 text-xs">
+              <span class="flex items-center gap-1 text-success-600 dark:text-success-400">
+                <CheckCircle2 class="size-3" />
+                {{ summary.completedRuns }} completed
+              </span>
+              <span v-if="summary.failedRuns > 0" class="flex items-center gap-1 text-danger-600 dark:text-danger-400">
+                <XCircle class="size-3" />
+                {{ summary.failedRuns }} failed
+              </span>
+            </div>
+          </div>
+        </div>
+
+        <!-- Success Rate -->
+        <div class="group relative rounded-2xl border border-surface-200/80 dark:border-surface-800 bg-white dark:bg-surface-900 p-5 hover:border-success-300/60 dark:hover:border-success-800/60 hover:shadow-md hover:shadow-success-500/5 transition-all duration-200 overflow-hidden">
+          <div class="absolute inset-0 bg-gradient-to-br from-success-50/50 to-transparent dark:from-success-950/20 dark:to-transparent opacity-0 group-hover:opacity-100 transition-opacity duration-200" />
+          <div class="relative">
+            <div class="flex items-center justify-between mb-4">
+              <span class="text-xs font-semibold uppercase tracking-wider text-surface-400 dark:text-surface-500">Success Rate</span>
+              <div class="flex items-center justify-center size-9 rounded-xl bg-success-50 dark:bg-success-950/40 group-hover:bg-success-100 dark:group-hover:bg-success-950/60 transition-colors">
+                <TrendingUp class="size-4 text-success-600 dark:text-success-400" />
+              </div>
+            </div>
+            <div class="text-3xl font-bold tracking-tight tabular-nums" :class="successRate >= 90 ? 'text-success-600 dark:text-success-400' : successRate >= 70 ? 'text-warning-600 dark:text-warning-400' : 'text-danger-600 dark:text-danger-400'">
+              {{ successRate }}%
+            </div>
+            <p class="mt-1.5 text-xs text-surface-400">
+              {{ summary.completedRuns }} of {{ summary.totalRuns }} successful
+            </p>
+          </div>
+        </div>
+
+        <!-- Prompt Tokens -->
+        <div class="group relative rounded-2xl border border-surface-200/80 dark:border-surface-800 bg-white dark:bg-surface-900 p-5 hover:border-violet-300/60 dark:hover:border-violet-800/60 hover:shadow-md hover:shadow-violet-500/5 transition-all duration-200 overflow-hidden">
+          <div class="absolute inset-0 bg-gradient-to-br from-violet-50/50 to-transparent dark:from-violet-950/20 dark:to-transparent opacity-0 group-hover:opacity-100 transition-opacity duration-200" />
+          <div class="relative">
+            <div class="flex items-center justify-between mb-4">
+              <span class="text-xs font-semibold uppercase tracking-wider text-surface-400 dark:text-surface-500">Prompt Tokens</span>
+              <div class="flex items-center justify-center size-9 rounded-xl bg-violet-50 dark:bg-violet-950/40 group-hover:bg-violet-100 dark:group-hover:bg-violet-950/60 transition-colors">
+                <Zap class="size-4 text-violet-600 dark:text-violet-400" />
+              </div>
+            </div>
+            <div class="text-3xl font-bold text-surface-900 dark:text-surface-50 tracking-tight tabular-nums">
+              {{ formatNumber(summary.totalPromptTokens) }}
+            </div>
+            <p class="mt-1.5 text-xs text-surface-400">Input tokens sent</p>
+          </div>
+        </div>
+
+        <!-- Completion Tokens -->
+        <div class="group relative rounded-2xl border border-surface-200/80 dark:border-surface-800 bg-white dark:bg-surface-900 p-5 hover:border-amber-300/60 dark:hover:border-amber-800/60 hover:shadow-md hover:shadow-amber-500/5 transition-all duration-200 overflow-hidden">
+          <div class="absolute inset-0 bg-gradient-to-br from-amber-50/50 to-transparent dark:from-amber-950/20 dark:to-transparent opacity-0 group-hover:opacity-100 transition-opacity duration-200" />
+          <div class="relative">
+            <div class="flex items-center justify-between mb-4">
+              <span class="text-xs font-semibold uppercase tracking-wider text-surface-400 dark:text-surface-500">Completion Tokens</span>
+              <div class="flex items-center justify-center size-9 rounded-xl bg-amber-50 dark:bg-amber-950/40 group-hover:bg-amber-100 dark:group-hover:bg-amber-950/60 transition-colors">
+                <Sparkles class="size-4 text-amber-600 dark:text-amber-400" />
+              </div>
+            </div>
+            <div class="text-3xl font-bold text-surface-900 dark:text-surface-50 tracking-tight tabular-nums">
+              {{ formatNumber(summary.totalCompletionTokens) }}
+            </div>
+            <p class="mt-1.5 text-xs text-surface-400">Output tokens generated</p>
+          </div>
+        </div>
+      </div>
+
+      <!-- ─── Usage chart (last 30 days) ─── -->
+      <div v-if="dailyRuns.length > 0" class="rounded-2xl border border-surface-200 dark:border-surface-800 bg-white dark:bg-surface-900 overflow-hidden mb-6">
+        <div class="px-6 py-5 border-b border-surface-200 dark:border-surface-800">
+          <div class="flex items-center gap-3">
+            <div class="flex items-center justify-center size-10 rounded-lg bg-brand-50 dark:bg-brand-950 text-brand-600 dark:text-brand-400">
+              <BarChart3 class="size-5" />
+            </div>
+            <div>
+              <h2 class="text-base font-semibold text-surface-900 dark:text-surface-100">Usage — Last 30 Days</h2>
+              <p class="text-sm text-surface-500 dark:text-surface-400">Daily run counts and token consumption</p>
+            </div>
+          </div>
+        </div>
+
+        <div class="px-6 py-5 space-y-6">
+          <!-- Runs per day bar chart -->
+          <div>
+            <h3 class="text-xs font-semibold uppercase tracking-wider text-surface-400 dark:text-surface-500 mb-3">Runs per Day</h3>
+            <div class="flex items-end gap-1 h-24">
+              <div
+                v-for="day in dailyRuns"
+                :key="day.date"
+                class="group relative flex-1 min-w-0"
+              >
+                <div
+                  class="w-full rounded-t bg-brand-500 dark:bg-brand-400 transition-all duration-200 hover:bg-brand-600 dark:hover:bg-brand-300"
+                  :style="{ height: `${Math.max((day.count / maxDailyCount) * 100, 4)}%` }"
+                />
+                <!-- Tooltip -->
+                <div class="absolute bottom-full left-1/2 -translate-x-1/2 mb-1.5 hidden group-hover:block z-10">
+                  <div class="rounded-lg border border-surface-200 bg-white px-2.5 py-1.5 shadow-lg dark:border-surface-700 dark:bg-surface-800 whitespace-nowrap text-[11px]">
+                    <p class="font-semibold text-surface-800 dark:text-surface-200">{{ formatDate(day.date) }}</p>
+                    <p class="text-surface-500">{{ day.count }} run{{ day.count !== 1 ? 's' : '' }}</p>
+                    <p class="text-surface-400">{{ formatNumber(day.promptTokens + day.completionTokens) }} tokens</p>
+                  </div>
+                </div>
+              </div>
+            </div>
+            <div class="flex justify-between mt-1.5 text-[10px] text-surface-400">
+              <span>{{ chartStartDate }}</span>
+              <span>{{ chartEndDate }}</span>
+            </div>
+          </div>
+
+          <!-- Tokens per day bar chart -->
+          <div>
+            <h3 class="text-xs font-semibold uppercase tracking-wider text-surface-400 dark:text-surface-500 mb-3">Tokens per Day</h3>
+            <div class="flex items-end gap-1 h-24">
+              <div
+                v-for="day in dailyRuns"
+                :key="`tokens-${day.date}`"
+                class="group relative flex-1 min-w-0"
+              >
+                <div class="w-full flex flex-col-reverse rounded-t overflow-hidden" :style="{ height: `${Math.max(((day.promptTokens + day.completionTokens) / maxDailyTokens) * 100, 4)}%` }">
+                  <div
+                    class="w-full bg-violet-500 dark:bg-violet-400"
+                    :style="{ height: `${(day.promptTokens / (day.promptTokens + day.completionTokens || 1)) * 100}%` }"
+                  />
+                  <div
+                    class="w-full bg-amber-400 dark:bg-amber-300"
+                    :style="{ height: `${(day.completionTokens / (day.promptTokens + day.completionTokens || 1)) * 100}%` }"
+                  />
+                </div>
+                <!-- Tooltip -->
+                <div class="absolute bottom-full left-1/2 -translate-x-1/2 mb-1.5 hidden group-hover:block z-10">
+                  <div class="rounded-lg border border-surface-200 bg-white px-2.5 py-1.5 shadow-lg dark:border-surface-700 dark:bg-surface-800 whitespace-nowrap text-[11px]">
+                    <p class="font-semibold text-surface-800 dark:text-surface-200">{{ formatDate(day.date) }}</p>
+                    <p class="text-violet-600 dark:text-violet-400">Prompt: {{ formatNumber(day.promptTokens) }}</p>
+                    <p class="text-amber-600 dark:text-amber-400">Completion: {{ formatNumber(day.completionTokens) }}</p>
+                  </div>
+                </div>
+              </div>
+            </div>
+            <div class="flex items-center justify-between mt-1.5">
+              <div class="flex items-center gap-3 text-[10px] text-surface-400">
+                <span class="flex items-center gap-1"><span class="inline-block size-2 rounded-sm bg-violet-500 dark:bg-violet-400" /> Prompt</span>
+                <span class="flex items-center gap-1"><span class="inline-block size-2 rounded-sm bg-amber-400 dark:bg-amber-300" /> Completion</span>
+              </div>
+              <div class="flex gap-4 text-[10px] text-surface-400">
+                <span>{{ chartStartDate }}</span>
+                <span>{{ chartEndDate }}</span>
+              </div>
+            </div>
+          </div>
+        </div>
+      </div>
+
+      <!-- ─── Model breakdown ─── -->
+      <div v-if="modelBreakdown.length > 0" class="rounded-2xl border border-surface-200 dark:border-surface-800 bg-white dark:bg-surface-900 overflow-hidden mb-6">
+        <div class="px-6 py-5 border-b border-surface-200 dark:border-surface-800">
+          <div class="flex items-center gap-3">
+            <div class="flex items-center justify-center size-10 rounded-lg bg-violet-50 dark:bg-violet-950 text-violet-600 dark:text-violet-400">
+              <Sparkles class="size-5" />
+            </div>
+            <div>
+              <h2 class="text-base font-semibold text-surface-900 dark:text-surface-100">Model Breakdown</h2>
+              <p class="text-sm text-surface-500 dark:text-surface-400">Usage per AI provider and model</p>
+            </div>
+          </div>
+        </div>
+
+        <div class="overflow-x-auto">
+          <table class="w-full text-sm">
+            <thead>
+              <tr class="bg-surface-50 dark:bg-surface-800/50 border-b border-surface-200 dark:border-surface-800">
+                <th class="text-left px-4 py-3 font-medium text-surface-500 dark:text-surface-400">Provider</th>
+                <th class="text-left px-4 py-3 font-medium text-surface-500 dark:text-surface-400">Model</th>
+                <th class="text-right px-4 py-3 font-medium text-surface-500 dark:text-surface-400">Runs</th>
+                <th class="text-right px-4 py-3 font-medium text-surface-500 dark:text-surface-400 hidden md:table-cell">Prompt</th>
+                <th class="text-right px-4 py-3 font-medium text-surface-500 dark:text-surface-400 hidden md:table-cell">Completion</th>
+                <th class="text-right px-4 py-3 font-medium text-surface-500 dark:text-surface-400">Total Tokens</th>
+              </tr>
+            </thead>
+            <tbody class="divide-y divide-surface-100 dark:divide-surface-800">
+              <tr
+                v-for="m in modelBreakdown"
+                :key="`${m.provider}-${m.model}`"
+                class="bg-white dark:bg-surface-900 hover:bg-surface-50 dark:hover:bg-surface-800/60 transition-colors"
+              >
+                <td class="px-4 py-3 font-medium text-surface-700 dark:text-surface-300 capitalize">{{ m.provider }}</td>
+                <td class="px-4 py-3">
+                  <code class="rounded bg-surface-100 px-1.5 py-0.5 text-xs font-mono text-surface-700 dark:bg-surface-800 dark:text-surface-300">{{ m.model }}</code>
+                </td>
+                <td class="px-4 py-3 text-right tabular-nums text-surface-700 dark:text-surface-300">{{ m.runCount }}</td>
+                <td class="px-4 py-3 text-right tabular-nums text-violet-600 dark:text-violet-400 hidden md:table-cell">{{ formatNumber(m.totalPromptTokens) }}</td>
+                <td class="px-4 py-3 text-right tabular-nums text-amber-600 dark:text-amber-400 hidden md:table-cell">{{ formatNumber(m.totalCompletionTokens) }}</td>
+                <td class="px-4 py-3 text-right tabular-nums font-semibold text-surface-800 dark:text-surface-200">{{ formatNumber(m.totalTokens) }}</td>
+              </tr>
+            </tbody>
+          </table>
+        </div>
+      </div>
+
+      <!-- ─── Recent runs ─── -->
+      <div class="rounded-2xl border border-surface-200 dark:border-surface-800 bg-white dark:bg-surface-900 overflow-hidden">
+        <div class="px-6 py-5 border-b border-surface-200 dark:border-surface-800">
+          <div class="flex items-center gap-3">
+            <div class="flex items-center justify-center size-10 rounded-lg bg-brand-50 dark:bg-brand-950 text-brand-600 dark:text-brand-400">
+              <Clock class="size-5" />
+            </div>
+            <div>
+              <h2 class="text-base font-semibold text-surface-900 dark:text-surface-100">Recent Runs</h2>
+              <p class="text-sm text-surface-500 dark:text-surface-400">Latest AI scoring activity</p>
+            </div>
+          </div>
+        </div>
+
+        <div v-if="recentRuns.length === 0" class="p-16 text-center">
+          <Brain class="size-10 text-surface-300 dark:text-surface-600 mx-auto mb-3" />
+          <h3 class="text-base font-semibold text-surface-700 dark:text-surface-200 mb-1">No AI analysis runs yet</h3>
+          <p class="text-sm text-surface-500 dark:text-surface-400">
+            Runs will appear here once you score candidates.
+          </p>
+        </div>
+
+        <div v-else class="overflow-x-auto">
+          <table class="w-full text-sm">
+            <thead>
+              <tr class="bg-surface-50 dark:bg-surface-800/50 border-b border-surface-200 dark:border-surface-800">
+                <th class="text-left px-4 py-3 font-medium text-surface-500 dark:text-surface-400">Status</th>
+                <th class="text-left px-4 py-3 font-medium text-surface-500 dark:text-surface-400">Candidate</th>
+                <th class="text-left px-4 py-3 font-medium text-surface-500 dark:text-surface-400 hidden lg:table-cell">Job</th>
+                <th class="text-right px-4 py-3 font-medium text-surface-500 dark:text-surface-400">Score</th>
+                <th class="text-left px-4 py-3 font-medium text-surface-500 dark:text-surface-400 hidden md:table-cell">Model</th>
+                <th class="text-right px-4 py-3 font-medium text-surface-500 dark:text-surface-400 hidden md:table-cell">Tokens</th>
+                <th class="text-right px-4 py-3 font-medium text-surface-500 dark:text-surface-400">Date</th>
+              </tr>
+            </thead>
+            <tbody class="divide-y divide-surface-100 dark:divide-surface-800">
+              <tr
+                v-for="run in recentRuns"
+                :key="run.id"
+                class="bg-white dark:bg-surface-900 hover:bg-surface-50 dark:hover:bg-surface-800/60 transition-colors"
+              >
+                <td class="px-4 py-3">
+                  <span
+                    class="inline-flex items-center gap-1.5 rounded-full px-2 py-0.5 text-xs font-medium ring-1 ring-inset capitalize whitespace-nowrap"
+                    :class="statusBadgeClass(run.status)"
+                  >
+                    <span
+                      class="size-1.5 rounded-full"
+                      :class="run.status === 'completed' ? 'bg-success-500' : run.status === 'failed' ? 'bg-danger-500' : 'bg-warning-500'"
+                    />
+                    {{ run.status }}
+                  </span>
+                </td>
+                <td class="px-4 py-3 font-semibold text-surface-900 dark:text-surface-100 max-w-[160px] truncate">
+                  {{ run.candidateName }}
+                </td>
+                <td class="px-4 py-3 text-surface-500 dark:text-surface-400 max-w-[160px] truncate hidden lg:table-cell">
+                  {{ run.jobTitle }}
+                </td>
+                <td class="px-4 py-3 text-right">
+                  <span
+                    v-if="run.compositeScore != null"
+                    class="inline-flex items-center rounded-full px-2 py-0.5 text-xs font-semibold tabular-nums ring-1 ring-inset"
+                    :class="scoreBadgeClass(run.compositeScore)"
+                  >
+                    {{ run.compositeScore }}
+                  </span>
+                  <span v-else class="text-surface-400">—</span>
+                </td>
+                <td class="px-4 py-3 hidden md:table-cell">
+                  <code class="rounded bg-surface-100 px-1.5 py-0.5 text-[11px] font-mono text-surface-600 dark:bg-surface-800 dark:text-surface-400">{{ run.model }}</code>
+                </td>
+                <td class="px-4 py-3 text-right tabular-nums text-surface-600 dark:text-surface-400 hidden md:table-cell">
+                  <span v-if="run.promptTokens != null">
+                    {{ formatNumber((run.promptTokens ?? 0) + (run.completionTokens ?? 0)) }}
+                  </span>
+                  <span v-else>—</span>
+                </td>
+                <td class="px-4 py-3 text-right text-xs text-surface-500 dark:text-surface-400 whitespace-nowrap">
+                  {{ formatDateTime(run.createdAt) }}
+                </td>
+              </tr>
+            </tbody>
+          </table>
+        </div>
+      </div>
+    </template>
+  </div>
+</template>
diff --git a/app/pages/dashboard/jobs/[id]/index.vue b/app/pages/dashboard/jobs/[id]/index.vue
index 5b37beb0..bd4d248d 100644
--- a/app/pages/dashboard/jobs/[id]/index.vue
+++ b/app/pages/dashboard/jobs/[id]/index.vue
@@ -1823,6 +1823,13 @@ function closeDocPreview() {
                   </p>
                 </div>
 
+                <!-- AI Score Breakdown -->
+                <ScoreBreakdown
+                  v-if="currentSummary"
+                  :application-id="currentSummary.id"
+                  @scored="refreshApps()"
+                />
+
                 <!-- Quick links -->
                 <div class="flex items-center gap-4 pt-1">
                   <NuxtLink
diff --git a/server/api/ai-analysis/stats.get.ts b/server/api/ai-analysis/stats.get.ts
new file mode 100644
index 00000000..9f833e3a
--- /dev/null
+++ b/server/api/ai-analysis/stats.get.ts
@@ -0,0 +1,141 @@
+import { eq, and, desc, sql, count, sum } from 'drizzle-orm'
+import { analysisRun, job, application, candidate } from '../../database/schema'
+
+/**
+ * GET /api/ai-analysis/stats
+ * Returns AI analysis usage statistics for the current organization:
+ * - Total runs, completed, failed
+ * - Token usage (prompt + completion)
+ * - Runs over time (last 30 days, grouped by day)
+ * - Recent runs with job/candidate info
+ * - Per-model breakdown
+ */
+export default defineEventHandler(async (event) => {
+  const session = await requirePermission(event, { scoring: ['read'] })
+  const orgId = session.session.activeOrganizationId
+
+  const thirtyDaysAgo = new Date()
+  thirtyDaysAgo.setDate(thirtyDaysAgo.getDate() - 30)
+  const thirtyDaysAgoISO = thirtyDaysAgo.toISOString()
+
+  const [
+    totalRuns,
+    completedRuns,
+    failedRuns,
+    tokenUsage,
+    dailyRuns,
+    recentRuns,
+    modelBreakdown,
+  ] = await Promise.all([
+    // 1. Total runs
+    db.$count(analysisRun, eq(analysisRun.organizationId, orgId)),
+
+    // 2. Completed runs
+    db.$count(analysisRun, and(eq(analysisRun.organizationId, orgId), eq(analysisRun.status, 'completed'))),
+
+    // 3. Failed runs
+    db.$count(analysisRun, and(eq(analysisRun.organizationId, orgId), eq(analysisRun.status, 'failed'))),
+
+    // 4. Total token usage
+    db
+      .select({
+        totalPromptTokens: sum(analysisRun.promptTokens).as('total_prompt_tokens'),
+        totalCompletionTokens: sum(analysisRun.completionTokens).as('total_completion_tokens'),
+      })
+      .from(analysisRun)
+      .where(eq(analysisRun.organizationId, orgId)),
+
+    // 5. Daily runs (last 30 days)
+    db
+      .select({
+        date: sql<string>`DATE(${analysisRun.createdAt})`.as('date'),
+        count: count().as('count'),
+        promptTokens: sum(analysisRun.promptTokens).as('prompt_tokens'),
+        completionTokens: sum(analysisRun.completionTokens).as('completion_tokens'),
+      })
+      .from(analysisRun)
+      .where(and(
+        eq(analysisRun.organizationId, orgId),
+        sql`${analysisRun.createdAt} >= ${thirtyDaysAgoISO}`,
+      ))
+      .groupBy(sql`DATE(${analysisRun.createdAt})`)
+      .orderBy(sql`DATE(${analysisRun.createdAt})`),
+
+    // 6. Recent runs (last 20)
+    db
+      .select({
+        id: analysisRun.id,
+        status: analysisRun.status,
+        provider: analysisRun.provider,
+        model: analysisRun.model,
+        compositeScore: analysisRun.compositeScore,
+        promptTokens: analysisRun.promptTokens,
+        completionTokens: analysisRun.completionTokens,
+        errorMessage: analysisRun.errorMessage,
+        createdAt: analysisRun.createdAt,
+        candidateFirstName: candidate.firstName,
+        candidateLastName: candidate.lastName,
+        jobTitle: job.title,
+      })
+      .from(analysisRun)
+      .innerJoin(application, eq(application.id, analysisRun.applicationId))
+      .innerJoin(candidate, eq(candidate.id, application.candidateId))
+      .innerJoin(job, eq(job.id, application.jobId))
+      .where(eq(analysisRun.organizationId, orgId))
+      .orderBy(desc(analysisRun.createdAt))
+      .limit(20),
+
+    // 7. Per-model breakdown
+    db
+      .select({
+        provider: analysisRun.provider,
+        model: analysisRun.model,
+        runCount: count().as('run_count'),
+        totalPromptTokens: sum(analysisRun.promptTokens).as('total_prompt_tokens'),
+        totalCompletionTokens: sum(analysisRun.completionTokens).as('total_completion_tokens'),
+      })
+      .from(analysisRun)
+      .where(eq(analysisRun.organizationId, orgId))
+      .groupBy(analysisRun.provider, analysisRun.model),
+  ])
+
+  const usage = tokenUsage[0]
+
+  return {
+    summary: {
+      totalRuns: Number(totalRuns),
+      completedRuns: Number(completedRuns),
+      failedRuns: Number(failedRuns),
+      totalPromptTokens: Number(usage?.totalPromptTokens ?? 0),
+      totalCompletionTokens: Number(usage?.totalCompletionTokens ?? 0),
+      totalTokens: Number(usage?.totalPromptTokens ?? 0) + Number(usage?.totalCompletionTokens ?? 0),
+    },
+    dailyRuns: dailyRuns.map(d => ({
+      date: d.date,
+      count: Number(d.count),
+      promptTokens: Number(d.promptTokens ?? 0),
+      completionTokens: Number(d.completionTokens ?? 0),
+    })),
+    recentRuns: recentRuns.map(r => ({
+      id: r.id,
+      status: r.status,
+      provider: r.provider,
+      model: r.model,
+      compositeScore: r.compositeScore,
+      promptTokens: r.promptTokens,
+      completionTokens: r.completionTokens,
+      errorMessage: r.errorMessage,
+      createdAt: r.createdAt,
+      candidateName: `${r.candidateFirstName} ${r.candidateLastName}`,
+      jobTitle: r.jobTitle,
+    })),
+    modelBreakdown: modelBreakdown.map(m => ({
+      provider: m.provider,
+      model: m.model,
+      runCount: Number(m.runCount),
+      totalPromptTokens: Number(m.totalPromptTokens ?? 0),
+      totalCompletionTokens: Number(m.totalCompletionTokens ?? 0),
+      totalTokens: Number(m.totalPromptTokens ?? 0) + Number(m.totalCompletionTokens ?? 0),
+    })),
+  }
+})
diff --git a/tests/unit/ai-analysis-stats.test.ts b/tests/unit/ai-analysis-stats.test.ts
new file mode 100644
index 00000000..ea752270
--- /dev/null
+++ b/tests/unit/ai-analysis-stats.test.ts
@@ -0,0 +1,24 @@
+import { describe, it, expect } from 'vitest'
+
+/**
+ * Regression test for the ai-analysis stats endpoint.
+ * The postgres.js driver cannot serialise a raw Date object
+ * inside Drizzle's `sql` template literals – it must receive
+ * an ISO-8601 string instead.
+ *
+ * This test validates the serialisation logic that is used in
+ * server/api/ai-analysis/stats.get.ts to build the 30-day filter.
+ */
+describe('ai-analysis stats date parameter', () => {
+  it('toISOString() produces a string the postgres driver can accept', () => {
+    const thirtyDaysAgo = new Date()
+    thirtyDaysAgo.setDate(thirtyDaysAgo.getDate() - 30)
+    const iso = thirtyDaysAgo.toISOString()
+
+    expect(typeof iso).toBe('string')
+    // Must be a valid ISO-8601 timestamp
+    expect(iso).toMatch(/^\d{4}-\d{2}-\d{2}T\d{2}:\d{2}:\d{2}.\d{3}Z$/)
+    // Re-parsing should yield the same instant
+    expect(new Date(iso).getTime()).toBe(thirtyDaysAgo.getTime())
+  })
+})

From 71f0185d55c029cd8e20525828b4d196a426bd73 Mon Sep 17 00:00:00 2001
From: Joachim <joachim.l.kolle.pers@gmail.com>
Date: Tue, 17 Mar 2026 12:30:49 +0100
Subject: [PATCH 05/10] feat(ai): enhance AI scoring and configuration with
 rate limiting and error handling improvements

---
 app/pages/dashboard/settings/ai.vue           |  2 -
 server/api/ai-analysis/stats.get.ts           |  2 -
 .../api/ai-config/generate-criteria.post.ts   |  6 +-
 server/api/applications/[id]/analyze.post.ts  | 68 ++++++++++---------
 .../api/jobs/[id]/criteria/generate.post.ts   |  6 +-
 server/utils/ai/autoScore.ts                  | 59 +++++++---------
 server/utils/ai/scoring.ts                    |  5 ++
 server/utils/schemas/scoring.ts               | 15 +++-
 8 files changed, 89 insertions(+), 74 deletions(-)

diff --git a/app/pages/dashboard/settings/ai.vue b/app/pages/dashboard/settings/ai.vue
index 1296dc27..4983d322 100644
--- a/app/pages/dashboard/settings/ai.vue
+++ b/app/pages/dashboard/settings/ai.vue
@@ -113,11 +113,9 @@ async function handleSave() {
     await refreshConfig()
   } catch (err: any) {
     const statusMessage = err?.data?.statusMessage ?? err?.message ?? 'An unexpected error occurred while saving.'
-    const errorDetails = err?.data?.message ?? err?.data?.stack?.join?.('\n') ?? err?.stack ?? ''
 
     toast.error('Failed to save AI configuration', {
       message: statusMessage,
-      details: errorDetails || undefined,
       statusCode: err?.data?.statusCode,
     })
   } finally {
diff --git a/server/api/ai-analysis/stats.get.ts b/server/api/ai-analysis/stats.get.ts
index 9f833e3a..befc4492 100644
--- a/server/api/ai-analysis/stats.get.ts
+++ b/server/api/ai-analysis/stats.get.ts
@@ -71,7 +71,6 @@ export default defineEventHandler(async (event) => {
         compositeScore: analysisRun.compositeScore,
         promptTokens: analysisRun.promptTokens,
         completionTokens: analysisRun.completionTokens,
-        errorMessage: analysisRun.errorMessage,
         createdAt: analysisRun.createdAt,
         candidateFirstName: candidate.firstName,
         candidateLastName: candidate.lastName,
@@ -124,7 +123,6 @@ export default defineEventHandler(async (event) => {
       compositeScore: r.compositeScore,
       promptTokens: r.promptTokens,
       completionTokens: r.completionTokens,
-      errorMessage: r.errorMessage,
       createdAt: r.createdAt,
       candidateName: `${r.candidateFirstName} ${r.candidateLastName}`,
       jobTitle: r.jobTitle,
diff --git a/server/api/ai-config/generate-criteria.post.ts b/server/api/ai-config/generate-criteria.post.ts
index a3a46208..da58eb73 100644
--- a/server/api/ai-config/generate-criteria.post.ts
+++ b/server/api/ai-config/generate-criteria.post.ts
@@ -2,11 +2,14 @@ import { eq } from 'drizzle-orm'
 import { z } from 'zod'
 import { aiConfig } from '../../database/schema'
 import { generateCriteriaFromDescription } from '../../utils/ai/scoring'
+import type { SupportedProvider } from '../../utils/ai/provider'
+import { createRateLimiter } from '../../utils/rateLimit'
 
 const bodySchema = z.object({
   title: z.string().min(1).max(200),
   description: z.string().min(1).max(50000),
 })
+const limiter = createRateLimiter({ windowMs: 60_000, maxRequests: 10, message: 'Too many AI criteria generation requests. Please wait before retrying.' })
 
 /**
  * POST /api/ai-config/generate-criteria
@@ -14,6 +17,7 @@ const bodySchema = z.object({
  * Does NOT require a saved job — used during job creation flow.
  */
 export default defineEventHandler(async (event) => {
+  await limiter(event)
   const session = await requirePermission(event, { scoring: ['create'] })
   const orgId = session.session.activeOrganizationId
 
@@ -31,7 +35,7 @@ export default defineEventHandler(async (event) => {
 
   const criteria = await generateCriteriaFromDescription(
     {
-      provider: config.provider as 'openai' | 'anthropic' | 'google' | 'openai_compatible',
+      provider: config.provider as SupportedProvider,
       model: config.model,
       apiKeyEncrypted: config.apiKeyEncrypted,
       baseUrl: config.baseUrl,
diff --git a/server/api/applications/[id]/analyze.post.ts b/server/api/applications/[id]/analyze.post.ts
index e109c872..ccdb932a 100644
--- a/server/api/applications/[id]/analyze.post.ts
+++ b/server/api/applications/[id]/analyze.post.ts
@@ -5,10 +5,13 @@ import {
 } from '../../../database/schema'
 import { scoreApplication, computeCompositeScore } from '../../../utils/ai/scoring'
 import type { CriterionDefinition } from '../../../utils/ai/scoring'
+import type { SupportedProvider } from '../../../utils/ai/provider'
 import { extractResumeText } from '../../../utils/resume-parser'
+import { createRateLimiter } from '../../../utils/rateLimit'
 import { z } from 'zod'
 
 const paramsSchema = z.object({ id: z.string().min(1) })
+const limiter = createRateLimiter({ windowMs: 60_000, maxRequests: 20, message: 'Too many AI analysis requests. Please wait before retrying.' })
 
 /**
  * POST /api/applications/:id/analyze
@@ -16,6 +19,7 @@ const paramsSchema = z.object({ id: z.string().min(1) })
  * Stores individual criterion scores + composite score + audit trail.
  */
 export default defineEventHandler(async (event) => {
+  await limiter(event)
   const session = await requirePermission(event, { scoring: ['create'] })
   const orgId = session.session.activeOrganizationId
   const { id: applicationId } = await getValidatedRouterParams(event, paramsSchema.parse)
@@ -100,7 +104,7 @@ export default defineEventHandler(async (event) => {
   }))
 
   const providerConfig = {
-    provider: config.provider as 'openai' | 'anthropic' | 'openai_compatible',
+    provider: config.provider as SupportedProvider,
     model: config.model,
     apiKeyEncrypted: config.apiKeyEncrypted,
     baseUrl: config.baseUrl,
@@ -139,14 +143,7 @@ export default defineEventHandler(async (event) => {
   // Compute composite score
   const compositeScore = computeCompositeScore(criteriaDefinitions, result.scoring.evaluations)
 
-  // Delete previous scores for this application (replace strategy)
-  await db.delete(criterionScore)
-    .where(and(
-      eq(criterionScore.applicationId, applicationId),
-      eq(criterionScore.organizationId, orgId),
-    ))
-
-  // Insert individual criterion scores
+  // Insert scores, update application, and record run atomically
   const scoreValues = result.scoring.evaluations.map(evaluation => ({
     organizationId: orgId,
     applicationId,
@@ -159,28 +156,37 @@ export default defineEventHandler(async (event) => {
     gaps: evaluation.gaps,
   }))
 
-  if (scoreValues.length > 0) {
-    await db.insert(criterionScore).values(scoreValues)
-  }
-
-  // Update application composite score
-  await db.update(application)
-    .set({ score: compositeScore, updatedAt: new Date() })
-    .where(eq(application.id, applicationId))
-
-  // Record analysis run
-  const [run] = await db.insert(analysisRun).values({
-    organizationId: orgId,
-    applicationId,
-    status: 'completed',
-    provider: config.provider,
-    model: config.model,
-    criteriaSnapshot: criteriaDefinitions as any,
-    compositeScore,
-    promptTokens: result.usage.promptTokens,
-    completionTokens: result.usage.completionTokens,
-    scoredById: session.user.id,
-  }).returning()
+  const [run] = await db.transaction(async (tx) => {
+    // Delete previous scores for this application (replace strategy)
+    await tx.delete(criterionScore)
+      .where(and(
+        eq(criterionScore.applicationId, applicationId),
+        eq(criterionScore.organizationId, orgId),
+      ))
+
+    if (scoreValues.length > 0) {
+      await tx.insert(criterionScore).values(scoreValues)
+    }
+
+    // Update application composite score
+    await tx.update(application)
+      .set({ score: compositeScore, updatedAt: new Date() })
+      .where(eq(application.id, applicationId))
+
+    // Record analysis run
+    return tx.insert(analysisRun).values({
+      organizationId: orgId,
+      applicationId,
+      status: 'completed',
+      provider: config.provider,
+      model: config.model,
+      criteriaSnapshot: criteriaDefinitions as any,
+      compositeScore,
+      promptTokens: result.usage.promptTokens,
+      completionTokens: result.usage.completionTokens,
+      scoredById: session.user.id,
+    }).returning()
+  })
 
   recordActivity({
     organizationId: orgId,
diff --git a/server/api/jobs/[id]/criteria/generate.post.ts b/server/api/jobs/[id]/criteria/generate.post.ts
index b4551b40..bf9dbe41 100644
--- a/server/api/jobs/[id]/criteria/generate.post.ts
+++ b/server/api/jobs/[id]/criteria/generate.post.ts
@@ -2,9 +2,12 @@ import { eq, and } from 'drizzle-orm'
 import { aiConfig, job } from '../../../../database/schema'
 import { generateCriteriaSchema } from '../../../../utils/schemas/scoring'
 import { generateCriteriaFromDescription, PREMADE_CRITERIA } from '../../../../utils/ai/scoring'
+import type { SupportedProvider } from '../../../../utils/ai/provider'
+import { createRateLimiter } from '../../../../utils/rateLimit'
 import { z } from 'zod'
 
 const paramsSchema = z.object({ id: z.string().min(1) })
+const limiter = createRateLimiter({ windowMs: 60_000, maxRequests: 10, message: 'Too many AI criteria generation requests. Please wait before retrying.' })
 
 /**
  * POST /api/jobs/:id/criteria/generate
@@ -12,6 +15,7 @@ const paramsSchema = z.object({ id: z.string().min(1) })
  * Does NOT persist — returns generated criteria for the client to review before saving.
  */
 export default defineEventHandler(async (event) => {
+  await limiter(event)
   const session = await requirePermission(event, { scoring: ['create'] })
   const orgId = session.session.activeOrganizationId
   const { id: jobId } = await getValidatedRouterParams(event, paramsSchema.parse)
@@ -55,7 +59,7 @@ export default defineEventHandler(async (event) => {
 
   const criteria = await generateCriteriaFromDescription(
     {
-      provider: config.provider as 'openai' | 'anthropic' | 'openai_compatible',
+      provider: config.provider as SupportedProvider,
       model: config.model,
       apiKeyEncrypted: config.apiKeyEncrypted,
       baseUrl: config.baseUrl,
diff --git a/server/utils/ai/autoScore.ts b/server/utils/ai/autoScore.ts
index d7c72b85..8b1be4fe 100644
--- a/server/utils/ai/autoScore.ts
+++ b/server/utils/ai/autoScore.ts
@@ -10,6 +10,7 @@ import {
 } from '../../database/schema'
 import { scoreApplication, computeCompositeScore } from './scoring'
 import type { CriterionDefinition } from './scoring'
+import type { SupportedProvider } from './provider'
 import { extractResumeText } from '../resume-parser'
 
 export async function autoScoreApplication(applicationId: string, orgId: string) {
@@ -54,7 +55,7 @@ export async function autoScoreApplication(applicationId: string, orgId: string)
   }))
 
   const providerConfig = {
-    provider: config.provider as 'openai' | 'anthropic' | 'openai_compatible',
+    provider: config.provider as SupportedProvider,
     model: config.model,
     apiKeyEncrypted: config.apiKeyEncrypted,
     baseUrl: config.baseUrl,
@@ -86,12 +87,6 @@ export async function autoScoreApplication(applicationId: string, orgId: string)
 
   const compositeScore = computeCompositeScore(criteriaDefinitions, result.scoring.evaluations)
 
-  await db.delete(criterionScore)
-    .where(and(
-      eq(criterionScore.applicationId, applicationId),
-      eq(criterionScore.organizationId, orgId),
-    ))
-
   const scoreValues = result.scoring.evaluations.map(evaluation => ({
     organizationId: orgId,
     applicationId,
@@ -104,37 +99,31 @@ export async function autoScoreApplication(applicationId: string, orgId: string)
     gaps: evaluation.gaps,
   }))
 
-  if (scoreValues.length > 0) {
-    await db.insert(criterionScore).values(scoreValues)
-  }
+  await db.transaction(async (tx) => {
+    await tx.delete(criterionScore)
+      .where(and(
+        eq(criterionScore.applicationId, applicationId),
+        eq(criterionScore.organizationId, orgId),
+      ))
 
-  await db.update(application)
-    .set({ score: compositeScore, updatedAt: new Date() })
-    .where(eq(application.id, applicationId))
+    if (scoreValues.length > 0) {
+      await tx.insert(criterionScore).values(scoreValues)
+    }
 
-  await db.insert(analysisRun).values({
-    organizationId: orgId,
-    applicationId,
-    status: 'completed',
-    provider: config.provider,
-    model: config.model,
-    criteriaSnapshot: criteriaDefinitions as any,
-    compositeScore,
-    promptTokens: result.usage.promptTokens,
-    completionTokens: result.usage.completionTokens,
-  })
+    await tx.update(application)
+      .set({ score: compositeScore, updatedAt: new Date() })
+      .where(eq(application.id, applicationId))
 
-  recordActivity({
-    organizationId: orgId,
-    actorId: 'system',
-    action: 'scored',
-    resourceType: 'application',
-    resourceId: applicationId,
-    metadata: {
-      compositeScore,
+    await tx.insert(analysisRun).values({
+      organizationId: orgId,
+      applicationId,
+      status: 'completed',
+      provider: config.provider,
       model: config.model,
-      criterionCount: result.scoring.evaluations.length,
-      autoScored: true,
-    },
+      criteriaSnapshot: criteriaDefinitions as any,
+      compositeScore,
+      promptTokens: result.usage.promptTokens,
+      completionTokens: result.usage.completionTokens,
+    })
   })
 }
diff --git a/server/utils/ai/scoring.ts b/server/utils/ai/scoring.ts
index 6e098ac6..2b664ee7 100644
--- a/server/utils/ai/scoring.ts
+++ b/server/utils/ai/scoring.ts
@@ -261,6 +261,11 @@ Evaluate this candidate against each criterion. Return your evaluation.`,
     schemaDescription: 'Structured candidate evaluation with per-criterion scores',
   })
 
+  // Clamp applicantScore to maxScore — LLMs may occasionally exceed the maximum
+  for (const evaluation of result.object.evaluations) {
+    evaluation.applicantScore = Math.min(evaluation.applicantScore, evaluation.maxScore)
+  }
+
   return {
     scoring: result.object,
     usage: result.usage,
diff --git a/server/utils/schemas/scoring.ts b/server/utils/schemas/scoring.ts
index b424f6f1..2ccb2f1e 100644
--- a/server/utils/schemas/scoring.ts
+++ b/server/utils/schemas/scoring.ts
@@ -2,11 +2,22 @@ import { z } from 'zod'
 
 // ─── AI Config Schemas ────────────────────────────────────────────
 
+const safeBaseUrl = z.string().url().max(500)
+  .refine(url => {
+    try {
+      const parsed = new URL(url)
+      // Block cloud metadata endpoints (SSRF)
+      if (parsed.hostname === '169.254.169.254') return false
+      if (parsed.hostname === 'metadata.google.internal') return false
+      return true
+    } catch { return false }
+  }, 'URL must not target internal metadata endpoints')
+
 export const createAiConfigSchema = z.object({
   provider: z.enum(['openai', 'anthropic', 'google', 'openai_compatible']),
   model: z.string().min(1).max(200),
   apiKey: z.string().min(1).max(500).optional(),
-  baseUrl: z.string().url().max(500).nullish(),
+  baseUrl: safeBaseUrl.nullish(),
   maxTokens: z.number().int().min(256).max(32768).optional().default(4096),
 })
 
@@ -14,7 +25,7 @@ export const updateAiConfigSchema = z.object({
   provider: z.enum(['openai', 'anthropic', 'google', 'openai_compatible']).optional(),
   model: z.string().min(1).max(200).optional(),
   apiKey: z.string().min(1).max(500).optional(),
-  baseUrl: z.string().url().max(500).nullish(),
+  baseUrl: safeBaseUrl.nullish(),
   maxTokens: z.number().int().min(256).max(32768).optional(),
 })
 

From 6f66efdbf34dbf38f1c6867dd9995f8001047dc3 Mon Sep 17 00:00:00 2001
From: Joachim <joachim.l.kolle.pers@gmail.com>
Date: Tue, 17 Mar 2026 12:54:57 +0100
Subject: [PATCH 06/10] feat: add WordExtractor type declarations and update
 document permissions

---
 app/pages/dashboard/jobs/[id]/application-form.vue |  1 +
 server/types/word-extractor.d.ts                   | 14 ++++++++++++++
 server/utils/resume-parser.ts                      |  1 +
 shared/permissions.ts                              |  6 +++---
 4 files changed, 19 insertions(+), 3 deletions(-)
 create mode 100644 server/types/word-extractor.d.ts

diff --git a/app/pages/dashboard/jobs/[id]/application-form.vue b/app/pages/dashboard/jobs/[id]/application-form.vue
index 6bbb0877..717310bd 100644
--- a/app/pages/dashboard/jobs/[id]/application-form.vue
+++ b/app/pages/dashboard/jobs/[id]/application-form.vue
@@ -8,6 +8,7 @@ definePageMeta({
 
 const route = useRoute()
 const jobId = route.params.id as string
+const toast = useToast()
 
 const { job, status: fetchStatus, error, updateJob } = useJob(jobId)
 
diff --git a/server/types/word-extractor.d.ts b/server/types/word-extractor.d.ts
new file mode 100644
index 00000000..7f7a4e8c
--- /dev/null
+++ b/server/types/word-extractor.d.ts
@@ -0,0 +1,14 @@
+declare module 'word-extractor' {
+  interface Document {
+    getBody(): string
+    getHeaders(options?: { includeFooters?: boolean }): string
+    getFooters(): string
+    getFootnotes(): string
+  }
+
+  class WordExtractor {
+    extract(input: string | Buffer): Promise<Document>
+  }
+
+  export default WordExtractor
+}
diff --git a/server/utils/resume-parser.ts b/server/utils/resume-parser.ts
index e70331d8..66dc3e08 100644
--- a/server/utils/resume-parser.ts
+++ b/server/utils/resume-parser.ts
@@ -11,6 +11,7 @@
  */
 import { PDFParse } from 'pdf-parse'
 import mammoth from 'mammoth'
+// @ts-expect-error — word-extractor has no type declarations
 import WordExtractor from 'word-extractor'
 
 const PARSER_VERSION = '1.0'
diff --git a/shared/permissions.ts b/shared/permissions.ts
index 438578a2..4bc97c7a 100644
--- a/shared/permissions.ts
+++ b/shared/permissions.ts
@@ -31,7 +31,7 @@ const atsStatements = {
   job: ['create', 'read', 'update', 'delete'],
   candidate: ['create', 'read', 'update', 'delete'],
   application: ['create', 'read', 'update', 'delete'],
-  document: ['create', 'read', 'delete'],
+  document: ['create', 'read', 'update', 'delete'],
   comment: ['create', 'read', 'update', 'delete'],
   interview: ['create', 'read', 'update', 'delete'],
   emailTemplate: ['create', 'read', 'update', 'delete'],
@@ -59,7 +59,7 @@ export const owner = ac.newRole({
   job: ['create', 'read', 'update', 'delete'],
   candidate: ['create', 'read', 'update', 'delete'],
   application: ['create', 'read', 'update', 'delete'],
-  document: ['create', 'read', 'delete'],
+  document: ['create', 'read', 'update', 'delete'],
   comment: ['create', 'read', 'update', 'delete'],
   interview: ['create', 'read', 'update', 'delete'],
   emailTemplate: ['create', 'read', 'update', 'delete'],
@@ -72,7 +72,7 @@ export const admin = ac.newRole({
   job: ['create', 'read', 'update', 'delete'],
   candidate: ['create', 'read', 'update', 'delete'],
   application: ['create', 'read', 'update', 'delete'],
-  document: ['create', 'read', 'delete'],
+  document: ['create', 'read', 'update', 'delete'],
   comment: ['create', 'read', 'update', 'delete'],
   interview: ['create', 'read', 'update', 'delete'],
   emailTemplate: ['create', 'read', 'update', 'delete'],

From 2d6dea5bb7a2d92150cca330cbd334526cd619e4 Mon Sep 17 00:00:00 2001
From: Joachim <joachim.l.kolle.pers@gmail.com>
Date: Tue, 17 Mar 2026 17:42:47 +0100
Subject: [PATCH 07/10] feat: enhance resume parser with PDF polyfills and
 dynamic import for pdf-parse

---
 README.md                     | 10 +++++-----
 server/utils/resume-parser.ts | 31 +++++++++++++++++++++++++++++--
 2 files changed, 34 insertions(+), 7 deletions(-)

diff --git a/README.md b/README.md
index a0f8129a..5e996dc7 100644
--- a/README.md
+++ b/README.md
@@ -2,7 +2,7 @@
 
 # Reqcore
 
-**The open-source ATS built for developers. Self-hosted. No per-seat fees.**
+**The simple, open-source ATS. Self-hosted. No per-seat fees.**
 
 [![License: AGPL-3.0](https://img.shields.io/badge/License-AGPL--3.0-blue.svg)](LICENSE)
 [![E2E Tests](https://github.com/reqcore-inc/reqcore/actions/workflows/e2e-tests.yml/badge.svg)](https://github.com/reqcore-inc/reqcore/actions/workflows/e2e-tests.yml)
@@ -19,13 +19,13 @@
 
 ---
 
-Most ATS software was designed for enterprise HR departments — complex procurement, per-seat licensing, no API access, no way to self-host. Reqcore is built for engineering teams who want to own their hiring stack the same way they own their infrastructure. It runs on **your** servers, scales without increasing your software bill, and every line of code is open source.
+Hiring software shouldn't be complicated or expensive. Most applicant tracking systems charge per seat, lock your data in their cloud, and overwhelm you with features you don't need. Reqcore is a lightweight, open-source ATS you can self-host in minutes. No per-seat fees, no vendor lock-in, no bloat — just a clean tool that helps you hire.
 
 > **Early open-source release** — Reqcore is actively developed and improving every week. The foundation is solid (jobs, pipeline, applications, documents, job board), but some features are still on the roadmap. Check the [Roadmap](ROADMAP.md) for what's shipped and what's next.
 
 ## Why Reqcore?
 
-*Built for teams that deploy with Docker, not procurement.*
+*Simple hiring software you actually own.*
 
 | | **Reqcore** | Greenhouse | Lever | Ashby | OpenCATS |
 |---|:---:|:---:|:---:|:---:|:---:|
@@ -52,8 +52,8 @@ Most ATS software was designed for enterprise HR departments — complex procure
 - **Document storage** — Upload and manage resumes and cover letters via S3-compatible storage (MinIO)
 - **Multi-tenant organizations** — Isolated data per organization with role-based membership
 - **Recruiter dashboard** — At-a-glance stats, pipeline breakdown, recent applications, and top active jobs
-- **Server-proxied documents** — Resumes are never exposed via public URLs; all access is authenticated and streamed
-- **API rate limiting** — Global per-IP limits on all `/api` endpoints with stricter auth/write thresholds
+- **Secure document access** — Resumes are never exposed via public URLs; all access is authenticated and streamed
+- **Built-in rate limiting** — Protection against abuse on all endpoints out of the box
 
 ## Quick Start
 
diff --git a/server/utils/resume-parser.ts b/server/utils/resume-parser.ts
index 66dc3e08..a2307ce7 100644
--- a/server/utils/resume-parser.ts
+++ b/server/utils/resume-parser.ts
@@ -9,11 +9,34 @@
  *   - DOCX — via mammoth (XML-based, reliable)
  *   - DOC — via word-extractor (OLE2 compound documents)
  */
-import { PDFParse } from 'pdf-parse'
 import mammoth from 'mammoth'
-// @ts-expect-error — word-extractor has no type declarations
+// @ts-ignore — word-extractor has no bundled type declarations
 import WordExtractor from 'word-extractor'
 
+// pdfjs-dist uses browser APIs (DOMMatrix, Path2D, ImageData) at module scope.
+// In Node.js these don't exist, so we install minimal stubs before importing.
+// We only use pdfjs-dist for text extraction — no actual rendering is needed.
+function ensurePdfjsPolyfills() {
+  if (typeof globalThis.DOMMatrix === 'undefined') {
+    // Minimal 6-value identity matrix stub — enough for pdfjs-dist text layer
+    globalThis.DOMMatrix = class DOMMatrix {
+      a = 1; b = 0; c = 0; d = 1; e = 0; f = 0
+    } as any
+  }
+  if (typeof globalThis.ImageData === 'undefined') {
+    globalThis.ImageData = class ImageData {
+      data: Uint8ClampedArray; width: number; height: number
+      constructor(w: number, h: number) {
+        this.width = w; this.height = h
+        this.data = new Uint8ClampedArray(w * h * 4)
+      }
+    } as any
+  }
+  if (typeof globalThis.Path2D === 'undefined') {
+    globalThis.Path2D = class Path2D {} as any
+  }
+}
+
 const PARSER_VERSION = '1.0'
 
 export interface ParsedResume {
@@ -71,6 +94,10 @@ export async function parseDocument(
 // ─── PDF Parser ───────────────────────────────────────────────────
 
 async function parsePdf(buffer: Buffer): Promise<ParsedResume | null> {
+  // Polyfill browser globals before pdfjs-dist evaluates its module-level code
+  ensurePdfjsPolyfills()
+  const { PDFParse } = await import('pdf-parse')
+
   const parser = new PDFParse({ data: buffer })
   const result = await parser.getText()
 

From 2b5ef4e4ed55cf84420792524115c615b0a330af Mon Sep 17 00:00:00 2001
From: Joachim <joachim.l.kolle.pers@gmail.com>
Date: Wed, 18 Mar 2026 09:58:10 +0100
Subject: [PATCH 08/10] Refactor code structure for improved readability and
 maintainability

---
 app/pages/dashboard/ai-analysis.vue           |   68 +-
 app/pages/dashboard/interviews/index.vue      |  204 +-
 app/pages/dashboard/jobs/[id]/index.vue       |  221 +-
 app/pages/dashboard/settings/ai.vue           |   67 +-
 server/api/ai-analysis/stats.get.ts           |   19 +-
 server/api/ai-config/index.get.ts             |    2 +
 server/api/ai-config/index.post.ts            |    4 +
 .../migrations/0017_cynical_nicolaos.sql      |    2 +
 .../migrations/meta/0017_snapshot.json        | 3483 +++++++++++++++++
 server/database/migrations/meta/_journal.json |    7 +
 server/database/schema/app.ts                 |    5 +
 server/utils/schemas/scoring.ts               |    4 +
 12 files changed, 3911 insertions(+), 175 deletions(-)
 create mode 100644 server/database/migrations/0017_cynical_nicolaos.sql
 create mode 100644 server/database/migrations/meta/0017_snapshot.json

diff --git a/app/pages/dashboard/ai-analysis.vue b/app/pages/dashboard/ai-analysis.vue
index 9799bdbe..a7ce9763 100644
--- a/app/pages/dashboard/ai-analysis.vue
+++ b/app/pages/dashboard/ai-analysis.vue
@@ -1,7 +1,7 @@
 <script setup lang="ts">
 import {
   Brain, Sparkles, TrendingUp, AlertTriangle, CheckCircle2,
-  XCircle, Zap, Clock, BarChart3, Activity, AlertCircle,
+  XCircle, Zap, Clock, BarChart3, Activity, AlertCircle, DollarSign,
 } from 'lucide-vue-next'
 
 definePageMeta({
@@ -28,6 +28,8 @@ const summary = computed(() => stats.value?.summary ?? {
   totalTokens: 0,
 })
 
+const pricing = computed(() => stats.value?.pricing ?? { inputPricePer1m: null, outputPricePer1m: null, configured: false })
+
 const dailyRuns = computed(() => stats.value?.dailyRuns ?? [])
 const recentRuns = computed(() => stats.value?.recentRuns ?? [])
 const modelBreakdown = computed(() => stats.value?.modelBreakdown ?? [])
@@ -37,9 +39,19 @@ const successRate = computed(() => {
   return Math.round((summary.value.completedRuns / summary.value.totalRuns) * 100)
 })
 
+// ─── Cost computations ───
+function calcCost(promptTokens: number, completionTokens: number): number | null {
+  const ip = pricing.value.inputPricePer1m
+  const op = pricing.value.outputPricePer1m
+  if (ip == null && op == null) return null
+  return ((promptTokens / 1_000_000) * (ip ?? 0)) + ((completionTokens / 1_000_000) * (op ?? 0))
+}
+
+const totalCost = computed(() => calcCost(summary.value.totalPromptTokens, summary.value.totalCompletionTokens))
+
 // Chart bar heights (simple bar chart)
-const maxDailyCount = computed(() => Math.max(...dailyRuns.value.map(d => d.count), 1))
-const maxDailyTokens = computed(() => Math.max(...dailyRuns.value.map(d => d.promptTokens + d.completionTokens), 1))
+const maxDailyCount = computed(() => Math.max(...dailyRuns.value.map((d: any) => d.count), 1))
+const maxDailyTokens = computed(() => Math.max(...dailyRuns.value.map((d: any) => d.promptTokens + d.completionTokens), 1))
 
 const chartStartDate = computed(() => {
   const first = dailyRuns.value[0]
@@ -56,6 +68,19 @@ function formatNumber(n: number): string {
   return n.toString()
 }
 
+function formatCost(cost: number | null): string {
+  if (cost == null) return '—'
+  if (cost < 0.01) return '<$0.01'
+  return `$${cost.toFixed(2)}`
+}
+
+function formatCostPrecise(cost: number | null): string {
+  if (cost == null) return '—'
+  if (cost < 0.001) return '<$0.001'
+  if (cost < 0.01) return `$${cost.toFixed(4)}`
+  return `$${cost.toFixed(2)}`
+}
+
 function formatDate(dateStr: string): string {
   const d = new Date(dateStr)
   return d.toLocaleDateString(undefined, { month: 'short', day: 'numeric' })
@@ -159,7 +184,7 @@ function statusBadgeClass(status: string): string {
       </div>
 
       <!-- ─── Stat cards ─── -->
-      <div class="grid grid-cols-2 lg:grid-cols-4 gap-4 mb-10">
+      <div class="grid grid-cols-2 lg:grid-cols-5 gap-4 mb-10">
         <!-- Total Runs -->
         <div class="group relative rounded-2xl border border-surface-200/80 dark:border-surface-800 bg-white dark:bg-surface-900 p-5 hover:border-brand-300/60 dark:hover:border-brand-800/60 hover:shadow-md hover:shadow-brand-500/5 transition-all duration-200 overflow-hidden">
           <div class="absolute inset-0 bg-gradient-to-br from-brand-50/50 to-transparent dark:from-brand-950/20 dark:to-transparent opacity-0 group-hover:opacity-100 transition-opacity duration-200" />
@@ -238,6 +263,28 @@ function statusBadgeClass(status: string): string {
             <p class="mt-1.5 text-xs text-surface-400">Output tokens generated</p>
           </div>
         </div>
+
+        <!-- Total Cost -->
+        <div class="group relative rounded-2xl border border-surface-200/80 dark:border-surface-800 bg-white dark:bg-surface-900 p-5 hover:border-emerald-300/60 dark:hover:border-emerald-800/60 hover:shadow-md hover:shadow-emerald-500/5 transition-all duration-200 overflow-hidden col-span-2 lg:col-span-1">
+          <div class="absolute inset-0 bg-gradient-to-br from-emerald-50/50 to-transparent dark:from-emerald-950/20 dark:to-transparent opacity-0 group-hover:opacity-100 transition-opacity duration-200" />
+          <div class="relative">
+            <div class="flex items-center justify-between mb-4">
+              <span class="text-xs font-semibold uppercase tracking-wider text-surface-400 dark:text-surface-500">Total Cost</span>
+              <div class="flex items-center justify-center size-9 rounded-xl bg-emerald-50 dark:bg-emerald-950/40 group-hover:bg-emerald-100 dark:group-hover:bg-emerald-950/60 transition-colors">
+                <DollarSign class="size-4 text-emerald-600 dark:text-emerald-400" />
+              </div>
+            </div>
+            <div class="text-3xl font-bold tracking-tight tabular-nums" :class="pricing.configured ? 'text-emerald-600 dark:text-emerald-400' : 'text-surface-300 dark:text-surface-600'">
+              {{ pricing.configured ? formatCost(totalCost) : '—' }}
+            </div>
+            <p class="mt-1.5 text-xs text-surface-400">
+              <template v-if="pricing.configured">Estimated from token usage</template>
+              <template v-else>
+                <NuxtLink to="/dashboard/settings/ai" class="text-brand-500 hover:text-brand-600 dark:text-brand-400 dark:hover:text-brand-300 underline underline-offset-2">Set pricing</NuxtLink> to track costs
+              </template>
+            </p>
+          </div>
+        </div>
       </div>
 
       <!-- ─── Usage chart (last 30 days) ─── -->
@@ -262,7 +309,7 @@ function statusBadgeClass(status: string): string {
               <div
                 v-for="day in dailyRuns"
                 :key="day.date"
-                class="group relative flex-1 min-w-0"
+                class="group relative flex-1 min-w-0 h-full flex items-end"
               >
                 <div
                   class="w-full rounded-t bg-brand-500 dark:bg-brand-400 transition-all duration-200 hover:bg-brand-600 dark:hover:bg-brand-300"
@@ -274,6 +321,7 @@ function statusBadgeClass(status: string): string {
                     <p class="font-semibold text-surface-800 dark:text-surface-200">{{ formatDate(day.date) }}</p>
                     <p class="text-surface-500">{{ day.count }} run{{ day.count !== 1 ? 's' : '' }}</p>
                     <p class="text-surface-400">{{ formatNumber(day.promptTokens + day.completionTokens) }} tokens</p>
+                    <p v-if="pricing.configured" class="text-emerald-600 dark:text-emerald-400 font-medium">{{ formatCostPrecise(calcCost(day.promptTokens, day.completionTokens)) }}</p>
                   </div>
                 </div>
               </div>
@@ -291,7 +339,7 @@ function statusBadgeClass(status: string): string {
               <div
                 v-for="day in dailyRuns"
                 :key="`tokens-${day.date}`"
-                class="group relative flex-1 min-w-0"
+                class="group relative flex-1 min-w-0 h-full flex items-end"
               >
                 <div class="w-full flex flex-col-reverse rounded-t overflow-hidden" :style="{ height: `${Math.max(((day.promptTokens + day.completionTokens) / maxDailyTokens) * 100, 4)}%` }">
                   <div
@@ -309,6 +357,7 @@ function statusBadgeClass(status: string): string {
                     <p class="font-semibold text-surface-800 dark:text-surface-200">{{ formatDate(day.date) }}</p>
                     <p class="text-violet-600 dark:text-violet-400">Prompt: {{ formatNumber(day.promptTokens) }}</p>
                     <p class="text-amber-600 dark:text-amber-400">Completion: {{ formatNumber(day.completionTokens) }}</p>
+                    <p v-if="pricing.configured" class="text-emerald-600 dark:text-emerald-400 font-medium mt-0.5 pt-0.5 border-t border-surface-100 dark:border-surface-700">{{ formatCostPrecise(calcCost(day.promptTokens, day.completionTokens)) }}</p>
                   </div>
                 </div>
               </div>
@@ -351,6 +400,7 @@ function statusBadgeClass(status: string): string {
                 <th class="text-right px-4 py-3 font-medium text-surface-500 dark:text-surface-400 hidden md:table-cell">Prompt</th>
                 <th class="text-right px-4 py-3 font-medium text-surface-500 dark:text-surface-400 hidden md:table-cell">Completion</th>
                 <th class="text-right px-4 py-3 font-medium text-surface-500 dark:text-surface-400">Total Tokens</th>
+                <th v-if="pricing.configured" class="text-right px-4 py-3 font-medium text-surface-500 dark:text-surface-400">Cost</th>
               </tr>
             </thead>
             <tbody class="divide-y divide-surface-100 dark:divide-surface-800">
@@ -367,6 +417,7 @@ function statusBadgeClass(status: string): string {
                 <td class="px-4 py-3 text-right tabular-nums text-violet-600 dark:text-violet-400 hidden md:table-cell">{{ formatNumber(m.totalPromptTokens) }}</td>
                 <td class="px-4 py-3 text-right tabular-nums text-amber-600 dark:text-amber-400 hidden md:table-cell">{{ formatNumber(m.totalCompletionTokens) }}</td>
                 <td class="px-4 py-3 text-right tabular-nums font-semibold text-surface-800 dark:text-surface-200">{{ formatNumber(m.totalTokens) }}</td>
+                <td v-if="pricing.configured" class="px-4 py-3 text-right tabular-nums font-semibold text-emerald-600 dark:text-emerald-400">{{ formatCost(calcCost(m.totalPromptTokens, m.totalCompletionTokens)) }}</td>
               </tr>
             </tbody>
           </table>
@@ -405,6 +456,7 @@ function statusBadgeClass(status: string): string {
                 <th class="text-right px-4 py-3 font-medium text-surface-500 dark:text-surface-400">Score</th>
                 <th class="text-left px-4 py-3 font-medium text-surface-500 dark:text-surface-400 hidden md:table-cell">Model</th>
                 <th class="text-right px-4 py-3 font-medium text-surface-500 dark:text-surface-400 hidden md:table-cell">Tokens</th>
+                <th v-if="pricing.configured" class="text-right px-4 py-3 font-medium text-surface-500 dark:text-surface-400 hidden md:table-cell">Cost</th>
                 <th class="text-right px-4 py-3 font-medium text-surface-500 dark:text-surface-400">Date</th>
               </tr>
             </thead>
@@ -451,6 +503,10 @@ function statusBadgeClass(status: string): string {
                   </span>
                   <span v-else>—</span>
                 </td>
+                <td v-if="pricing.configured" class="px-4 py-3 text-right tabular-nums text-emerald-600 dark:text-emerald-400 hidden md:table-cell">
+                  <span v-if="run.promptTokens != null">{{ formatCostPrecise(calcCost(run.promptTokens ?? 0, run.completionTokens ?? 0)) }}</span>
+                  <span v-else>—</span>
+                </td>
                 <td class="px-4 py-3 text-right text-xs text-surface-500 dark:text-surface-400 whitespace-nowrap">
                   {{ formatDateTime(run.createdAt) }}
                 </td>
diff --git a/app/pages/dashboard/interviews/index.vue b/app/pages/dashboard/interviews/index.vue
index 08bb5184..e9c95a1f 100644
--- a/app/pages/dashboard/interviews/index.vue
+++ b/app/pages/dashboard/interviews/index.vue
@@ -3,7 +3,7 @@ import {
   Calendar, Clock, Search, X, ChevronDown, Video, Phone,
   Building2, Code2, FileText, UsersRound, MoreHorizontal,
   CheckCircle2, XCircle, AlertTriangle, UserRound, Briefcase,
-  Plus, Pencil, Trash2, MapPin, Users, Filter, CalendarDays,
+  Pencil, Trash2, MapPin, Users, CalendarDays,
   Mail, ExternalLink,
 } from 'lucide-vue-next'
 
@@ -301,59 +301,34 @@ const statusCounts = computed(() => {
 </script>
 
 <template>
-  <div class="mx-auto max-w-6xl px-6 py-8">
+  <div class="mx-auto max-w-5xl">
     <!-- Header -->
-    <div class="mb-8">
-      <div class="flex items-center justify-between">
-        <div>
-          <h1 class="text-2xl font-bold tracking-tight text-surface-900 dark:text-surface-50">
-            Interviews
-          </h1>
-          <p class="mt-1 text-sm text-surface-500 dark:text-surface-400">
-            Manage all scheduled interviews across your jobs
-          </p>
-        </div>
-        <NuxtLink
-          :to="$localePath('/dashboard/interviews/templates')"
-          class="inline-flex items-center gap-1.5 rounded-xl border border-surface-200 dark:border-surface-700 bg-white dark:bg-surface-900 px-4 py-2 text-sm font-medium text-surface-600 dark:text-surface-300 hover:bg-surface-50 dark:hover:bg-surface-800 hover:border-surface-300 dark:hover:border-surface-600 transition-all no-underline shadow-sm"
-        >
-          <Mail class="size-4" />
-          Email Templates
-        </NuxtLink>
+    <div class="flex items-center justify-between mb-6">
+      <div>
+        <h1 class="text-2xl font-bold text-surface-900 dark:text-surface-50">Interviews</h1>
+        <p class="mt-1 text-sm text-surface-500 dark:text-surface-400">
+          Manage all scheduled interviews across your jobs
+        </p>
       </div>
-    </div>
-
-    <!-- Status summary cards -->
-    <div class="grid grid-cols-2 sm:grid-cols-4 gap-3 mb-6">
-      <button
-        v-for="s in STATUS_OPTIONS"
-        :key="s"
-        @click="activeStatus = activeStatus === s ? undefined : s"
-        class="flex items-center gap-3 rounded-xl border-2 p-4 transition-all duration-150 cursor-pointer"
-        :class="activeStatus === s
-          ? 'border-brand-500 bg-brand-50/50 dark:border-brand-400 dark:bg-brand-950/30 shadow-sm'
-          : 'border-surface-200 dark:border-surface-700/80 bg-white dark:bg-surface-900 hover:border-surface-300 dark:hover:border-surface-600'"
+      <NuxtLink
+        :to="$localePath('/dashboard/interviews/templates')"
+        class="inline-flex items-center gap-2 rounded-lg bg-brand-600 px-4 py-2 text-sm font-medium text-white hover:bg-brand-700 transition-colors no-underline"
       >
-        <div class="flex size-10 items-center justify-center rounded-xl" :class="statusConfig[s].class">
-          <component :is="statusConfig[s].icon" class="size-4.5" />
-        </div>
-        <div class="text-left">
-          <p class="text-xl font-bold text-surface-900 dark:text-surface-100 tabular-nums">{{ statusCounts[s] }}</p>
-          <p class="text-xs font-medium text-surface-500 dark:text-surface-400">{{ statusConfig[s].label }}</p>
-        </div>
-      </button>
+        <Mail class="size-4" />
+        Email Templates
+      </NuxtLink>
     </div>
 
-    <!-- Toolbar -->
+    <!-- Status filter pills + search -->
     <div class="flex flex-wrap items-center gap-3 mb-5">
       <!-- Search -->
       <div class="relative flex-1 min-w-[200px] max-w-sm">
-        <Search class="pointer-events-none absolute left-3 top-1/2 size-4 -translate-y-1/2 text-surface-400" />
+        <Search class="absolute left-3 top-1/2 size-4 -translate-y-1/2 text-surface-400" />
         <input
           v-model="searchInput"
           type="text"
           placeholder="Search interviews, candidates, jobs…"
-          class="w-full rounded-xl border border-surface-200 dark:border-surface-700 bg-white dark:bg-surface-800 py-2.5 pl-10 pr-9 text-sm text-surface-900 dark:text-surface-100 placeholder:text-surface-400 dark:placeholder:text-surface-500 focus:outline-none focus:ring-2 focus:ring-brand-500/20 focus:border-brand-500 transition-all"
+          class="w-full rounded-lg border border-surface-200 dark:border-surface-800 bg-white dark:bg-surface-900 py-2 pl-10 pr-9 text-sm text-surface-900 dark:text-surface-100 placeholder:text-surface-400 dark:placeholder:text-surface-500 focus:outline-none focus:ring-2 focus:ring-brand-500/20 focus:border-brand-500 transition-colors"
         />
         <button
           v-if="searchInput"
@@ -364,10 +339,27 @@ const statusCounts = computed(() => {
         </button>
       </div>
 
+      <!-- Status pills -->
+      <div class="flex items-center gap-1.5">
+        <button
+          v-for="s in STATUS_OPTIONS"
+          :key="s"
+          class="inline-flex items-center gap-1.5 rounded-full px-3 py-1.5 text-xs font-medium transition-all duration-150 cursor-pointer border"
+          :class="activeStatus === s
+            ? 'border-brand-500 bg-brand-50 text-brand-700 dark:border-brand-400 dark:bg-brand-950/40 dark:text-brand-300 shadow-sm'
+            : 'border-surface-200 dark:border-surface-700/80 bg-white dark:bg-surface-900 text-surface-600 dark:text-surface-400 hover:border-surface-300 dark:hover:border-surface-600'"
+          @click="activeStatus = activeStatus === s ? undefined : s"
+        >
+          <span class="size-1.5 rounded-full" :class="statusConfig[s].dot" />
+          {{ statusConfig[s].label }}
+          <span class="tabular-nums text-[10px] font-semibold" :class="activeStatus === s ? 'text-brand-600 dark:text-brand-400' : 'text-surface-400 dark:text-surface-500'">{{ statusCounts[s] }}</span>
+        </button>
+      </div>
+
       <!-- View toggle -->
-      <div class="flex rounded-lg border border-surface-200 dark:border-surface-700 overflow-hidden">
+      <div class="flex rounded-lg border border-surface-200 dark:border-surface-700 overflow-hidden ml-auto">
         <button
-          class="px-3 py-2 text-xs font-medium transition-all cursor-pointer"
+          class="px-3 py-1.5 text-xs font-medium transition-all cursor-pointer"
           :class="activeView === 'list'
             ? 'bg-brand-600 text-white'
             : 'bg-white dark:bg-surface-800 text-surface-600 dark:text-surface-400 hover:bg-surface-50 dark:hover:bg-surface-700'"
@@ -376,7 +368,7 @@ const statusCounts = computed(() => {
           List
         </button>
         <button
-          class="px-3 py-2 text-xs font-medium transition-all cursor-pointer"
+          class="px-3 py-1.5 text-xs font-medium transition-all cursor-pointer"
           :class="activeView === 'calendar'
             ? 'bg-brand-600 text-white'
             : 'bg-white dark:bg-surface-800 text-surface-600 dark:text-surface-400 hover:bg-surface-50 dark:hover:bg-surface-700'"
@@ -389,32 +381,51 @@ const statusCounts = computed(() => {
     </div>
 
     <!-- Loading state -->
-    <div v-if="fetchStatus === 'pending'" class="flex flex-col items-center justify-center py-20">
-      <div class="size-8 rounded-full border-2 border-brand-200 border-t-brand-600 dark:border-brand-800 dark:border-t-brand-400 animate-spin" />
-      <p class="mt-3 text-sm text-surface-400">Loading interviews…</p>
+    <div v-if="fetchStatus === 'pending'">
+      <div class="space-y-3">
+        <div
+          v-for="i in 3"
+          :key="i"
+          class="rounded-xl border border-surface-200 dark:border-surface-800 bg-white dark:bg-surface-900 p-5 animate-pulse"
+        >
+          <div class="flex items-center justify-between mb-3">
+            <div class="h-4 w-48 bg-surface-200 dark:bg-surface-700 rounded" />
+            <div class="h-5 w-20 bg-surface-200 dark:bg-surface-700 rounded-full" />
+          </div>
+          <div class="flex gap-4">
+            <div class="h-3 w-32 bg-surface-200 dark:bg-surface-700 rounded" />
+            <div class="h-3 w-24 bg-surface-200 dark:bg-surface-700 rounded" />
+          </div>
+        </div>
+      </div>
     </div>
 
     <!-- Error state -->
-    <div v-else-if="error" class="rounded-xl border border-danger-200/80 bg-danger-50 p-5 text-sm text-danger-700 dark:border-danger-800/60 dark:bg-danger-950/40 dark:text-danger-300">
-      Failed to load interviews. Please try again.
+    <div
+      v-else-if="error"
+      class="rounded-lg border border-danger-200 dark:border-danger-900 bg-danger-50 dark:bg-danger-950 p-4 text-sm text-danger-700 dark:text-danger-400"
+    >
+      Failed to load interviews.
+      <button class="underline ml-1 cursor-pointer" @click="refresh()">Retry</button>
     </div>
 
     <!-- Empty state -->
-    <div v-else-if="filteredInterviews.length === 0" class="flex flex-col items-center justify-center py-20">
-      <div class="flex size-16 items-center justify-center rounded-2xl bg-surface-100 dark:bg-surface-800/60 mb-4">
-        <Calendar class="size-7 text-surface-400 dark:text-surface-500" />
-      </div>
-      <p class="text-base font-semibold text-surface-700 dark:text-surface-200">
+    <div
+      v-else-if="filteredInterviews.length === 0"
+      class="rounded-lg border border-surface-200 dark:border-surface-800 bg-white dark:bg-surface-900 p-12 text-center"
+    >
+      <Calendar class="size-10 text-surface-300 dark:text-surface-600 mx-auto mb-3" />
+      <h3 class="text-base font-semibold text-surface-700 dark:text-surface-200 mb-1">
         {{ searchInput || activeStatus ? 'No matching interviews' : 'No interviews yet' }}
-      </p>
-      <p class="mt-1.5 text-sm text-surface-500 dark:text-surface-400 max-w-xs text-center">
+      </h3>
+      <p class="text-sm text-surface-500 dark:text-surface-400 mb-4 max-w-xs mx-auto">
         {{ searchInput || activeStatus
           ? 'Try adjusting your filters.'
           : 'Interviews will appear here when you schedule them from the pipeline.' }}
       </p>
       <button
         v-if="activeStatus || searchInput"
-        class="mt-4 cursor-pointer rounded-lg border border-surface-200 dark:border-surface-700 px-4 py-2 text-sm font-medium text-surface-600 dark:text-surface-300 hover:bg-surface-50 dark:hover:bg-surface-800 transition-all"
+        class="cursor-pointer rounded-lg border border-surface-200 dark:border-surface-700 px-4 py-2 text-sm font-medium text-surface-600 dark:text-surface-300 hover:bg-surface-50 dark:hover:bg-surface-800 transition-colors"
         @click="activeStatus = undefined; searchInput = ''"
       >
         Clear filters
@@ -427,14 +438,14 @@ const statusCounts = computed(() => {
         <div
           v-for="interviewItem in filteredInterviews"
           :key="interviewItem.id"
-          class="group rounded-xl border border-surface-200/80 bg-white p-5 shadow-sm shadow-surface-900/[0.03] dark:border-surface-800/60 dark:bg-surface-900 dark:shadow-none hover:border-surface-300 dark:hover:border-surface-700 transition-all duration-150"
+          class="rounded-xl border border-surface-200 dark:border-surface-800 bg-white dark:bg-surface-900 px-5 py-4 hover:border-surface-300 dark:hover:border-surface-700 hover:shadow-sm transition-all group"
         >
           <div class="flex items-start justify-between gap-4">
             <!-- Left: main info -->
-            <div class="flex items-start gap-4 min-w-0 flex-1">
+            <div class="flex items-start gap-3.5 min-w-0 flex-1">
               <!-- Avatar -->
               <div
-                class="flex size-11 shrink-0 items-center justify-center rounded-xl text-xs font-bold"
+                class="flex size-10 shrink-0 items-center justify-center rounded-xl text-xs font-bold"
                 :class="isUpcoming(interviewItem.scheduledAt)
                   ? 'bg-gradient-to-br from-brand-400 to-brand-600 text-white shadow-sm shadow-brand-500/20 dark:from-brand-500 dark:to-brand-700'
                   : 'bg-surface-100 text-surface-500 dark:bg-surface-800 dark:text-surface-400'"
@@ -445,16 +456,14 @@ const statusCounts = computed(() => {
               <div class="min-w-0 flex-1">
                 <!-- Title row -->
                 <div class="flex items-center gap-2.5 flex-wrap">
-                  <h3 class="text-sm font-semibold truncate">
-                    <NuxtLink
-                      :to="$localePath(`/dashboard/interviews/${interviewItem.id}`)"
-                      class="text-surface-900 dark:text-surface-100 hover:text-brand-600 dark:hover:text-brand-400 transition-colors"
-                    >
-                      {{ interviewItem.title }}
-                    </NuxtLink>
-                  </h3>
+                  <NuxtLink
+                    :to="$localePath(`/dashboard/interviews/${interviewItem.id}`)"
+                    class="text-sm font-semibold text-surface-900 dark:text-surface-100 hover:text-brand-600 dark:hover:text-brand-400 transition-colors truncate"
+                  >
+                    {{ interviewItem.title }}
+                  </NuxtLink>
                   <span
-                    class="inline-flex items-center gap-1 rounded-lg px-2 py-0.5 text-[10px] font-semibold uppercase tracking-wide ring-1 ring-inset"
+                    class="inline-flex items-center gap-1 rounded-full px-2 py-0.5 text-[10px] font-semibold uppercase tracking-wide ring-1 ring-inset"
                     :class="statusConfig[interviewItem.status]?.class"
                   >
                     <span class="size-1.5 rounded-full" :class="statusConfig[interviewItem.status]?.dot" />
@@ -463,36 +472,36 @@ const statusCounts = computed(() => {
                 </div>
 
                 <!-- Candidate + Job -->
-                <div class="mt-1 flex flex-wrap items-center gap-x-4 gap-y-0.5 text-[13px] text-surface-500 dark:text-surface-400">
-                  <span class="inline-flex items-center gap-1.5">
+                <div class="mt-1 flex flex-wrap items-center gap-x-3 gap-y-0.5 text-xs text-surface-500 dark:text-surface-400">
+                  <span class="inline-flex items-center gap-1">
                     <UserRound class="size-3.5" />
                     {{ interviewItem.candidateFirstName }} {{ interviewItem.candidateLastName }}
                   </span>
-                  <span class="inline-flex items-center gap-1.5">
+                  <span class="inline-flex items-center gap-1">
                     <Briefcase class="size-3.5" />
                     {{ interviewItem.jobTitle }}
                   </span>
                 </div>
 
                 <!-- Schedule details -->
-                <div class="mt-2 flex flex-wrap items-center gap-x-4 gap-y-1 text-xs text-surface-500 dark:text-surface-400">
-                  <span class="inline-flex items-center gap-1.5 font-medium" :class="isUpcoming(interviewItem.scheduledAt) ? 'text-brand-600 dark:text-brand-400' : ''">
+                <div class="mt-2 flex flex-wrap items-center gap-x-3 gap-y-1 text-xs text-surface-400 dark:text-surface-500">
+                  <span class="inline-flex items-center gap-1 font-medium" :class="isUpcoming(interviewItem.scheduledAt) ? 'text-brand-600 dark:text-brand-400' : ''">
                     <Calendar class="size-3.5" />
                     {{ formatDateShort(interviewItem.scheduledAt) }}
                   </span>
-                  <span class="inline-flex items-center gap-1.5">
+                  <span class="inline-flex items-center gap-1">
                     <Clock class="size-3.5" />
                     {{ formatTime(interviewItem.scheduledAt) }} · {{ interviewItem.duration }}min
                   </span>
-                  <span class="inline-flex items-center gap-1.5">
+                  <span class="inline-flex items-center gap-1">
                     <component :is="typeIcons[interviewItem.type] || Video" class="size-3.5" />
                     {{ typeLabels[interviewItem.type] }}
                   </span>
-                  <span v-if="interviewItem.location" class="inline-flex items-center gap-1.5 truncate max-w-[200px]">
+                  <span v-if="interviewItem.location" class="inline-flex items-center gap-1 truncate max-w-[200px]">
                     <MapPin class="size-3.5 shrink-0" />
                     {{ interviewItem.location }}
                   </span>
-                  <span v-if="interviewItem.interviewers?.length" class="inline-flex items-center gap-1.5">
+                  <span v-if="interviewItem.interviewers?.length" class="inline-flex items-center gap-1">
                     <Users class="size-3.5" />
                     {{ interviewItem.interviewers.join(', ') }}
                   </span>
@@ -519,14 +528,13 @@ const statusCounts = computed(() => {
             <!-- Right: actions -->
             <div class="flex items-center gap-2 shrink-0">
               <!-- Quick status actions -->
-              <template v-if="interviewItem.status === 'scheduled'">
-                <button
-                  class="cursor-pointer rounded-lg bg-success-600 px-2.5 py-1.5 text-[11px] font-semibold text-white hover:bg-success-700 transition-all shadow-sm"
-                  @click="quickStatusChange(interviewItem, 'completed')"
-                >
-                  Complete
-                </button>
-              </template>
+              <button
+                v-if="interviewItem.status === 'scheduled'"
+                class="cursor-pointer rounded-lg bg-success-600 px-2.5 py-1.5 text-[11px] font-semibold text-white hover:bg-success-700 transition-all shadow-sm"
+                @click="quickStatusChange(interviewItem, 'completed')"
+              >
+                Complete
+              </button>
 
               <!-- More menu -->
               <div ref="menuRef" class="relative">
@@ -580,25 +588,30 @@ const statusCounts = computed(() => {
           </div>
         </div>
       </div>
+
+      <!-- Total count -->
+      <p class="text-xs text-surface-400 pt-3 px-1">
+        {{ total }} interview{{ total === 1 ? '' : 's' }} total
+      </p>
     </template>
 
     <!-- TIMELINE VIEW -->
     <template v-else-if="activeView === 'calendar'">
       <div class="space-y-8">
         <div v-for="[dateLabel, dateInterviews] in groupedByDate" :key="dateLabel">
-          <div class="flex items-center gap-3 mb-3">
-            <div class="flex size-8 items-center justify-center rounded-lg bg-brand-50 dark:bg-brand-950/40">
-              <CalendarDays class="size-4 text-brand-600 dark:text-brand-400" />
+          <div class="flex items-center gap-3 mb-3 px-1">
+            <div class="flex size-7 items-center justify-center rounded-lg bg-brand-50 dark:bg-brand-950/40">
+              <CalendarDays class="size-3.5 text-brand-600 dark:text-brand-400" />
             </div>
             <h3 class="text-sm font-semibold text-surface-800 dark:text-surface-200">{{ dateLabel }}</h3>
             <span class="text-xs text-surface-400 dark:text-surface-500">{{ dateInterviews.length }} interview{{ dateInterviews.length === 1 ? '' : 's' }}</span>
           </div>
 
-          <div class="ml-4 border-l-2 border-surface-200 dark:border-surface-700/60 pl-6 space-y-4">
+          <div class="ml-3.5 border-l-2 border-surface-200 dark:border-surface-700/60 pl-6 space-y-3">
             <div
               v-for="interviewItem in dateInterviews"
               :key="interviewItem.id"
-              class="relative rounded-xl border border-surface-200/80 bg-white p-4 shadow-sm shadow-surface-900/[0.03] dark:border-surface-800/60 dark:bg-surface-900 dark:shadow-none hover:border-surface-300 dark:hover:border-surface-700 transition-all"
+              class="relative rounded-xl border border-surface-200 dark:border-surface-800 bg-white dark:bg-surface-900 px-5 py-4 hover:border-surface-300 dark:hover:border-surface-700 hover:shadow-sm transition-all"
             >
               <!-- Timeline dot -->
               <div
@@ -614,7 +627,7 @@ const statusCounts = computed(() => {
                     </span>
                     <span class="text-xs text-surface-400">{{ interviewItem.duration }}min</span>
                     <span
-                      class="inline-flex items-center gap-1 rounded-md px-1.5 py-0.5 text-[10px] font-semibold ring-1 ring-inset"
+                      class="inline-flex items-center gap-1 rounded-full px-1.5 py-0.5 text-[10px] font-semibold ring-1 ring-inset"
                       :class="statusConfig[interviewItem.status]?.class"
                     >
                       {{ statusConfig[interviewItem.status]?.label }}
@@ -679,6 +692,11 @@ const statusCounts = computed(() => {
           </div>
         </div>
       </div>
+
+      <!-- Total count -->
+      <p class="text-xs text-surface-400 pt-3 px-1">
+        {{ total }} interview{{ total === 1 ? '' : 's' }} total
+      </p>
     </template>
 
     <!-- MODALS -->
diff --git a/app/pages/dashboard/jobs/[id]/index.vue b/app/pages/dashboard/jobs/[id]/index.vue
index bd4d248d..02d7e69f 100644
--- a/app/pages/dashboard/jobs/[id]/index.vue
+++ b/app/pages/dashboard/jobs/[id]/index.vue
@@ -70,7 +70,7 @@ type SortOption = 'date-desc' | 'date-asc' | 'name-asc' | 'name-desc' | 'score-d
 type ScoreFilter = 'all' | 'high' | 'medium' | 'low' | 'none'
 type InterviewFilter = 'all' | 'has-interview' | 'no-interview'
 
-const sortBy = ref<SortOption>('date-desc')
+const sortBy = ref<SortOption>('score-desc')
 const scoreFilter = ref<ScoreFilter>('all')
 const interviewFilter = ref<InterviewFilter>('all')
 const showSortPanel = ref(false)
@@ -125,6 +125,7 @@ function selectSort(option: SortOption) {
 function closePanels() {
   showSortPanel.value = false
   showFilterPanel.value = false
+  showOverviewDropdown.value = false
 }
 
 const filteredApplications = computed(() => {
@@ -229,51 +230,49 @@ watch(focusStatus, () => {
 
 const currentSummary = computed(() => filteredApplications.value[currentIndex.value] ?? null)
 
-// Detail tab for center panel (used for scroll-to-section navigation)
-const detailTab = ref<'overview' | 'interviews' | 'documents' | 'responses'>('overview')
+// Detail tab for center panel
+type DetailTab = 'overview' | 'interviews' | 'documents' | 'responses' | 'ai-analysis'
+const detailTab = ref<DetailTab>('overview')
 
-// Section refs for scroll-to navigation
-const overviewRef = ref<HTMLElement | null>(null)
-const interviewsRef = ref<HTMLElement | null>(null)
-const documentsRef = ref<HTMLElement | null>(null)
-const responsesRef = ref<HTMLElement | null>(null)
-const detailScrollContainer = ref<HTMLElement | null>(null)
+// Overview section visibility toggles
+const overviewSections = reactive({
+  aiAnalysis: true,
+  interviews: true,
+  documents: true,
+  responses: true,
+})
+const showOverviewDropdown = ref(false)
+const overviewDropdownRef = ref<HTMLElement | null>(null)
 
-function scrollToSection(section: 'overview' | 'interviews' | 'documents' | 'responses') {
-  detailTab.value = section
-  const refs: Record<string, ReturnType<typeof ref<HTMLElement | null>>> = {
-    overview: overviewRef,
-    interviews: interviewsRef,
-    documents: documentsRef,
-    responses: responsesRef,
-  }
-  const el = refs[section]?.value
-  if (el) {
-    el.scrollIntoView({ behavior: 'smooth', block: 'start' })
+function handleOverviewDropdownClickOutside(event: MouseEvent) {
+  if (overviewDropdownRef.value && !overviewDropdownRef.value.contains(event.target as Node)) {
+    showOverviewDropdown.value = false
   }
 }
 
-function handleDetailScroll() {
-  const container = detailScrollContainer.value
-  if (!container) return
-  const scrollTop = container.scrollTop
-  const offset = 120 // offset to trigger slightly before section top
+watch(showOverviewDropdown, (val) => {
+  if (val) {
+    setTimeout(() => document.addEventListener('click', handleOverviewDropdownClickOutside), 0)
+  } else {
+    document.removeEventListener('click', handleOverviewDropdownClickOutside)
+  }
+})
 
-  const sections = [
-    { id: 'responses' as const, el: responsesRef.value },
-    { id: 'documents' as const, el: documentsRef.value },
-    { id: 'interviews' as const, el: interviewsRef.value },
-    { id: 'overview' as const, el: overviewRef.value },
-  ]
+// Which sections to display based on active tab
+const showSection = computed(() => ({
+  profile: detailTab.value === 'overview',
+  aiAnalysis: detailTab.value === 'overview' ? overviewSections.aiAnalysis : detailTab.value === 'ai-analysis',
+  interviews: detailTab.value === 'overview' ? overviewSections.interviews : detailTab.value === 'interviews',
+  documents: detailTab.value === 'overview' ? overviewSections.documents : detailTab.value === 'documents',
+  responses: detailTab.value === 'overview' ? overviewSections.responses : detailTab.value === 'responses',
+}))
 
-  for (const section of sections) {
-    if (section.el && section.el.offsetTop - container.offsetTop <= scrollTop + offset) {
-      detailTab.value = section.id
-      return
-    }
-  }
-  detailTab.value = 'overview'
-}
+// Section refs
+const overviewRef = ref<HTMLElement | null>(null)
+const interviewsRef = ref<HTMLElement | null>(null)
+const documentsRef = ref<HTMLElement | null>(null)
+const responsesRef = ref<HTMLElement | null>(null)
+const detailScrollContainer = ref<HTMLElement | null>(null)
 
 type SwipeDocument = {
   id: string
@@ -1155,6 +1154,7 @@ watch(showMoreMenu, (val) => {
 
 onBeforeUnmount(() => {
   document.removeEventListener('click', handleClickOutside)
+  document.removeEventListener('click', handleOverviewDropdownClickOutside)
 })
 
 const isLoading = computed(() => {
@@ -1635,7 +1635,7 @@ function closeDocPreview() {
             </div>
 
             <!-- Scrollable container: header + tabs + content -->
-            <div ref="detailScrollContainer" class="flex-1 overflow-y-auto" @scroll="handleDetailScroll">
+            <div ref="detailScrollContainer" class="flex-1 overflow-y-auto">
 
             <!-- Candidate header -->
             <div class="border-b border-surface-200 bg-surface-50 px-6 py-6 dark:border-surface-800 dark:bg-surface-900/80">
@@ -1744,24 +1744,79 @@ function closeDocPreview() {
               </div>
             </div>
 
-            <!-- Detail tabs (scroll-to-section navigation) -->
+            <!-- Detail tabs -->
             <div class="border-b border-surface-200/80 bg-white px-6 dark:border-surface-800/60 dark:bg-surface-900">
               <div class="mx-auto max-w-4xl flex gap-1 -mb-px">
+                <div ref="overviewDropdownRef" class="relative">
+                  <div class="flex items-center border-b-2 transition-all duration-150" :class="detailTab === 'overview'
+                    ? 'border-brand-600 dark:border-brand-400'
+                    : 'border-transparent'">
+                    <button
+                      class="cursor-pointer px-3.5 py-2.5 text-sm font-medium transition-all duration-150"
+                      :class="detailTab === 'overview'
+                        ? 'text-brand-700 dark:text-brand-300'
+                        : 'text-surface-500 hover:text-surface-700 dark:text-surface-400 dark:hover:text-surface-300'"
+                      @click="detailTab = 'overview'"
+                    >
+                      Overview
+                    </button>
+                    <button
+                      v-if="detailTab === 'overview'"
+                      class="cursor-pointer -ml-2 p-1 rounded transition-colors duration-150 text-surface-400 hover:text-surface-600 dark:text-surface-500 dark:hover:text-surface-300"
+                      @click.stop="showOverviewDropdown = !showOverviewDropdown"
+                    >
+                      <ChevronDown class="size-3.5 transition-transform duration-150" :class="showOverviewDropdown ? 'rotate-180' : ''" />
+                    </button>
+                  </div>
+
+                  <!-- Overview sections dropdown -->
+                  <Transition
+                    enter-active-class="transition duration-150 ease-out"
+                    enter-from-class="opacity-0 scale-95 -translate-y-1"
+                    enter-to-class="opacity-100 scale-100 translate-y-0"
+                    leave-active-class="transition duration-100 ease-in"
+                    leave-from-class="opacity-100 scale-100 translate-y-0"
+                    leave-to-class="opacity-0 scale-95 -translate-y-1"
+                  >
+                    <div
+                      v-if="showOverviewDropdown"
+                      class="absolute left-0 top-full z-50 mt-1 w-44 rounded-xl border border-surface-200 dark:border-surface-700/80 bg-white dark:bg-surface-900 shadow-xl shadow-surface-900/5 dark:shadow-black/20 py-1.5 origin-top-left"
+                    >
+                      <span class="block px-3.5 py-1.5 text-[11px] font-semibold uppercase tracking-wider text-surface-400 dark:text-surface-500">Sections</span>
+                      <label class="flex items-center gap-2.5 px-3.5 py-2 text-sm text-surface-700 dark:text-surface-300 hover:bg-surface-50 dark:hover:bg-surface-800/80 cursor-pointer select-none transition-colors">
+                        <input v-model="overviewSections.aiAnalysis" type="checkbox" class="size-3.5 rounded border-surface-300 text-brand-600 focus:ring-brand-500 dark:border-surface-600 dark:bg-surface-800" />
+                        AI Analysis
+                      </label>
+                      <label class="flex items-center gap-2.5 px-3.5 py-2 text-sm text-surface-700 dark:text-surface-300 hover:bg-surface-50 dark:hover:bg-surface-800/80 cursor-pointer select-none transition-colors">
+                        <input v-model="overviewSections.interviews" type="checkbox" class="size-3.5 rounded border-surface-300 text-brand-600 focus:ring-brand-500 dark:border-surface-600 dark:bg-surface-800" />
+                        Interviews
+                      </label>
+                      <label class="flex items-center gap-2.5 px-3.5 py-2 text-sm text-surface-700 dark:text-surface-300 hover:bg-surface-50 dark:hover:bg-surface-800/80 cursor-pointer select-none transition-colors">
+                        <input v-model="overviewSections.documents" type="checkbox" class="size-3.5 rounded border-surface-300 text-brand-600 focus:ring-brand-500 dark:border-surface-600 dark:bg-surface-800" />
+                        Documents
+                      </label>
+                      <label class="flex items-center gap-2.5 px-3.5 py-2 text-sm text-surface-700 dark:text-surface-300 hover:bg-surface-50 dark:hover:bg-surface-800/80 cursor-pointer select-none transition-colors">
+                        <input v-model="overviewSections.responses" type="checkbox" class="size-3.5 rounded border-surface-300 text-brand-600 focus:ring-brand-500 dark:border-surface-600 dark:bg-surface-800" />
+                        Responses
+                      </label>
+                    </div>
+                  </Transition>
+                </div>
                 <button
-                  class="cursor-pointer px-3.5 py-2.5 text-sm font-medium transition-all duration-150 border-b-2"
-                  :class="detailTab === 'overview'
+                  class="cursor-pointer px-3.5 py-2.5 text-sm font-medium transition-all duration-150 border-b-2 -mb-px"
+                  :class="detailTab === 'ai-analysis'
                     ? 'border-brand-600 text-brand-700 dark:border-brand-400 dark:text-brand-300'
                     : 'border-transparent text-surface-500 hover:text-surface-700 hover:border-surface-300 dark:text-surface-400 dark:hover:text-surface-300 dark:hover:border-surface-600'"
-                  @click="scrollToSection('overview')"
+                  @click="detailTab = 'ai-analysis'"
                 >
-                  Profile
+                  AI Analysis
                 </button>
                 <button
                   class="cursor-pointer px-3.5 py-2.5 text-sm font-medium transition-all duration-150 border-b-2 -mb-px"
                   :class="detailTab === 'interviews'
                     ? 'border-brand-600 text-brand-700 dark:border-brand-400 dark:text-brand-300'
                     : 'border-transparent text-surface-500 hover:text-surface-700 hover:border-surface-300 dark:text-surface-400 dark:hover:text-surface-300 dark:hover:border-surface-600'"
-                  @click="scrollToSection('interviews')"
+                  @click="detailTab = 'interviews'"
                 >
                   Interviews
                   <span
@@ -1776,7 +1831,7 @@ function closeDocPreview() {
                   :class="detailTab === 'documents'
                     ? 'border-brand-600 text-brand-700 dark:border-brand-400 dark:text-brand-300'
                     : 'border-transparent text-surface-500 hover:text-surface-700 hover:border-surface-300 dark:text-surface-400 dark:hover:text-surface-300 dark:hover:border-surface-600'"
-                  @click="scrollToSection('documents')"
+                  @click="detailTab = 'documents'"
                 >
                   Documents
                   <span
@@ -1787,14 +1842,19 @@ function closeDocPreview() {
                   </span>
                 </button>
                 <button
-                  v-if="resolvedCurrentApplication?.responses?.length"
                   class="cursor-pointer px-3.5 py-2.5 text-sm font-medium transition-all duration-150 border-b-2 -mb-px"
                   :class="detailTab === 'responses'
                     ? 'border-brand-600 text-brand-700 dark:border-brand-400 dark:text-brand-300'
                     : 'border-transparent text-surface-500 hover:text-surface-700 hover:border-surface-300 dark:text-surface-400 dark:hover:text-surface-300 dark:hover:border-surface-600'"
-                  @click="scrollToSection('responses')"
+                  @click="detailTab = 'responses'"
                 >
-                  Responses ({{ resolvedCurrentApplication.responses.length }})
+                  Responses
+                  <span
+                    v-if="resolvedCurrentApplication?.responses?.length"
+                    class="ml-1 text-xs text-surface-400"
+                  >
+                    ({{ resolvedCurrentApplication.responses.length }})
+                  </span>
                 </button>
               </div>
             </div>
@@ -1808,8 +1868,10 @@ function closeDocPreview() {
 
               <template v-else>
 
-              <!-- PROFILE SECTION -->
-              <div ref="overviewRef" class="space-y-5 max-w-4xl mx-auto scroll-mt-4">
+
+
+              <!-- PROFILE SECTION (overview only) -->
+              <div v-if="showSection.profile" ref="overviewRef" class="space-y-5 max-w-4xl mx-auto">
                 <!-- Notes -->
                 <div class="rounded-xl border border-surface-200/80 bg-white p-5 shadow-sm shadow-surface-900/[0.03] dark:border-surface-800/60 dark:bg-surface-900 dark:shadow-none">
                   <div class="flex items-center gap-2.5 mb-4">
@@ -1823,13 +1885,6 @@ function closeDocPreview() {
                   </p>
                 </div>
 
-                <!-- AI Score Breakdown -->
-                <ScoreBreakdown
-                  v-if="currentSummary"
-                  :application-id="currentSummary.id"
-                  @scored="refreshApps()"
-                />
-
                 <!-- Quick links -->
                 <div class="flex items-center gap-4 pt-1">
                   <NuxtLink
@@ -1842,8 +1897,17 @@ function closeDocPreview() {
                 </div>
               </div>
 
+              <!-- AI SCORE BREAKDOWN -->
+              <div v-if="showSection.aiAnalysis" class="max-w-4xl mx-auto mt-5">
+                <ScoreBreakdown
+                  v-if="currentSummary"
+                  :application-id="currentSummary.id"
+                  @scored="refreshApps()"
+                />
+              </div>
+
               <!-- INTERVIEWS SECTION -->
-              <div ref="interviewsRef" class="space-y-3 max-w-4xl mx-auto mt-10 scroll-mt-4">
+              <div v-if="showSection.interviews" ref="interviewsRef" class="space-y-3 max-w-4xl mx-auto mt-10">
                 <div class="flex items-center justify-between mb-3">
                   <h2 class="text-sm font-semibold text-surface-800 dark:text-surface-200 flex items-center gap-2">
                     <Calendar class="size-4 text-surface-400 dark:text-surface-500" />
@@ -2201,7 +2265,7 @@ function closeDocPreview() {
               </div>
 
               <!-- DOCUMENTS SECTION -->
-              <div ref="documentsRef" class="space-y-3 max-w-4xl mx-auto mt-10 scroll-mt-4">
+              <div v-if="showSection.documents" ref="documentsRef" class="space-y-3 max-w-4xl mx-auto mt-10">
                 <h2 class="text-sm font-semibold text-surface-800 dark:text-surface-200 flex items-center gap-2 mb-3">
                   <Paperclip class="size-4 text-surface-400 dark:text-surface-500" />
                   Documents
@@ -2253,24 +2317,33 @@ function closeDocPreview() {
               </div>
 
               <!-- RESPONSES SECTION -->
-              <div v-if="resolvedCurrentApplication?.responses?.length" ref="responsesRef" class="space-y-3 max-w-4xl mx-auto mt-10 scroll-mt-4">
+              <div v-if="showSection.responses" ref="responsesRef" class="space-y-3 max-w-4xl mx-auto mt-10">
                 <h2 class="text-sm font-semibold text-surface-800 dark:text-surface-200 flex items-center gap-2 mb-3">
                   <MessageSquare class="size-4 text-surface-400 dark:text-surface-500" />
                   Responses
                 </h2>
-                <div class="space-y-3">
-                  <div
-                    v-for="response in resolvedCurrentApplication.responses"
-                    :key="response.id"
-                    class="rounded-xl border border-surface-200/80 bg-white p-5 shadow-sm shadow-surface-900/[0.03] dark:border-surface-800/60 dark:bg-surface-900 dark:shadow-none"
-                  >
-                    <p class="text-xs font-semibold text-surface-400 dark:text-surface-500 uppercase tracking-wider mb-2">
-                      {{ response.question?.label ?? 'Unknown question' }}
-                    </p>
-                    <p class="text-sm text-surface-700 dark:text-surface-200 leading-relaxed">
-                      {{ formatResponseValue(response.value) }}
-                    </p>
+                <template v-if="resolvedCurrentApplication?.responses?.length">
+                  <div class="space-y-3">
+                    <div
+                      v-for="response in resolvedCurrentApplication.responses"
+                      :key="response.id"
+                      class="rounded-xl border border-surface-200/80 bg-white p-5 shadow-sm shadow-surface-900/[0.03] dark:border-surface-800/60 dark:bg-surface-900 dark:shadow-none"
+                    >
+                      <p class="text-xs font-semibold text-surface-400 dark:text-surface-500 uppercase tracking-wider mb-2">
+                        {{ response.question?.label ?? 'Unknown question' }}
+                      </p>
+                      <p class="text-sm text-surface-700 dark:text-surface-200 leading-relaxed">
+                        {{ formatResponseValue(response.value) }}
+                      </p>
+                    </div>
+                  </div>
+                </template>
+                <div v-else class="rounded-xl border border-surface-200/80 bg-white p-10 text-center shadow-sm shadow-surface-900/[0.03] dark:border-surface-800/60 dark:bg-surface-900 dark:shadow-none">
+                  <div class="flex size-14 items-center justify-center rounded-2xl bg-surface-100 dark:bg-surface-800/60 mx-auto mb-3">
+                    <MessageSquare class="size-6 text-surface-400 dark:text-surface-500" />
                   </div>
+                  <p class="text-sm font-medium text-surface-600 dark:text-surface-300">No responses</p>
+                  <p class="mt-1 text-xs text-surface-400 dark:text-surface-500">Application form responses will appear here.</p>
                 </div>
               </div>
 
diff --git a/app/pages/dashboard/settings/ai.vue b/app/pages/dashboard/settings/ai.vue
index 4983d322..42f4f6f0 100644
--- a/app/pages/dashboard/settings/ai.vue
+++ b/app/pages/dashboard/settings/ai.vue
@@ -1,7 +1,7 @@
 <script setup lang="ts">
 import {
   Brain, Save, AlertTriangle, ExternalLink, Loader2, Check,
-  Eye, EyeOff, Shield,
+  Eye, EyeOff, Shield, DollarSign,
 } from 'lucide-vue-next'
 
 definePageMeta({})
@@ -42,6 +42,8 @@ const form = ref({
   apiKey: '' as string,
   baseUrl: '' as string,
   maxTokens: 4096 as number,
+  inputPricePer1m: null as number | null,
+  outputPricePer1m: null as number | null,
 })
 
 const showApiKey = ref(false)
@@ -54,6 +56,8 @@ watch(currentConfig, (config) => {
     form.value.model = config.model ?? ''
     form.value.baseUrl = config.baseUrl ?? ''
     form.value.maxTokens = config.maxTokens ?? 4096
+    form.value.inputPricePer1m = config.inputPricePer1m != null ? Number(config.inputPricePer1m) : null
+    form.value.outputPricePer1m = config.outputPricePer1m != null ? Number(config.outputPricePer1m) : null
     // API key is never sent back
     form.value.apiKey = ''
   }
@@ -98,6 +102,8 @@ async function handleSave() {
       provider: form.value.provider,
       model: form.value.model,
       maxTokens: form.value.maxTokens,
+      inputPricePer1m: form.value.inputPricePer1m,
+      outputPricePer1m: form.value.outputPricePer1m,
     }
     if (form.value.apiKey) body.apiKey = form.value.apiKey
     if (isCustomProvider.value && form.value.baseUrl) body.baseUrl = form.value.baseUrl
@@ -267,6 +273,65 @@ async function handleSave() {
         </div>
       </section>
 
+      <!-- Pricing section -->
+      <section class="mt-8 rounded-xl border border-surface-200 dark:border-surface-800 bg-white dark:bg-surface-900 overflow-hidden">
+        <div class="px-6 py-5 border-b border-surface-200 dark:border-surface-800">
+          <div class="flex items-center gap-3">
+            <div class="flex items-center justify-center size-10 rounded-lg bg-emerald-50 dark:bg-emerald-950 text-emerald-600 dark:text-emerald-400">
+              <DollarSign class="size-5" />
+            </div>
+            <div>
+              <h2 class="text-base font-semibold text-surface-900 dark:text-surface-100">Cost Tracking</h2>
+              <p class="text-sm text-surface-500 dark:text-surface-400">Set your model's pricing to track spend on the AI Analysis page.</p>
+            </div>
+          </div>
+        </div>
+
+        <div class="px-6 py-5 space-y-5">
+          <div class="grid grid-cols-2 gap-4">
+            <div>
+              <label for="ai-input-price" class="block text-sm font-medium text-surface-700 dark:text-surface-300 mb-1.5">
+                Input price <span class="text-surface-400 font-normal">/ 1M tokens</span>
+              </label>
+              <div class="relative">
+                <span class="absolute left-3 top-1/2 -translate-y-1/2 text-surface-400 text-sm">$</span>
+                <input
+                  id="ai-input-price"
+                  :value="form.inputPricePer1m"
+                  type="number"
+                  min="0"
+                  step="0.01"
+                  placeholder="0.00"
+                  class="w-full rounded-lg border border-surface-200 dark:border-surface-700 bg-white dark:bg-surface-800 pl-7 pr-3 py-2 text-sm text-surface-900 dark:text-surface-100 placeholder:text-surface-400 focus:outline-none focus:ring-2 focus:ring-brand-500 focus:border-brand-500 transition-colors tabular-nums"
+                  @input="form.inputPricePer1m = ($event.target as HTMLInputElement).value ? Number(($event.target as HTMLInputElement).value) : null"
+                />
+              </div>
+            </div>
+            <div>
+              <label for="ai-output-price" class="block text-sm font-medium text-surface-700 dark:text-surface-300 mb-1.5">
+                Output price <span class="text-surface-400 font-normal">/ 1M tokens</span>
+              </label>
+              <div class="relative">
+                <span class="absolute left-3 top-1/2 -translate-y-1/2 text-surface-400 text-sm">$</span>
+                <input
+                  id="ai-output-price"
+                  :value="form.outputPricePer1m"
+                  type="number"
+                  min="0"
+                  step="0.01"
+                  placeholder="0.00"
+                  class="w-full rounded-lg border border-surface-200 dark:border-surface-700 bg-white dark:bg-surface-800 pl-7 pr-3 py-2 text-sm text-surface-900 dark:text-surface-100 placeholder:text-surface-400 focus:outline-none focus:ring-2 focus:ring-brand-500 focus:border-brand-500 transition-colors tabular-nums"
+                  @input="form.outputPricePer1m = ($event.target as HTMLInputElement).value ? Number(($event.target as HTMLInputElement).value) : null"
+                />
+              </div>
+            </div>
+          </div>
+          <p class="text-xs text-surface-400 dark:text-surface-500">
+            Find pricing on your provider's website. Costs are calculated locally — nothing is sent externally.
+          </p>
+        </div>
+      </section>
+
       <!-- API Key section -->
       <section class="mt-8 rounded-xl border border-surface-200 dark:border-surface-800 bg-white dark:bg-surface-900 overflow-hidden">
         <div class="px-6 py-5 border-b border-surface-200 dark:border-surface-800">
diff --git a/server/api/ai-analysis/stats.get.ts b/server/api/ai-analysis/stats.get.ts
index befc4492..41aa995f 100644
--- a/server/api/ai-analysis/stats.get.ts
+++ b/server/api/ai-analysis/stats.get.ts
@@ -1,5 +1,5 @@
 import { eq, and, desc, sql, count, sum } from 'drizzle-orm'
-import { analysisRun, job, application, candidate } from '../../database/schema'
+import { analysisRun, job, application, candidate, aiConfig } from '../../database/schema'
 
 /**
  * GET /api/ai-analysis/stats
@@ -18,6 +18,15 @@ export default defineEventHandler(async (event) => {
   thirtyDaysAgo.setDate(thirtyDaysAgo.getDate() - 30)
   const thirtyDaysAgoISO = thirtyDaysAgo.toISOString()
 
+  // Fetch pricing config in parallel with stats
+  const pricingConfig = await db.query.aiConfig.findFirst({
+    where: eq(aiConfig.organizationId, orgId),
+    columns: {
+      inputPricePer1m: true,
+      outputPricePer1m: true,
+    },
+  })
+
   const [
     totalRuns,
     completedRuns,
@@ -100,7 +109,15 @@ export default defineEventHandler(async (event) => {
 
   const usage = tokenUsage[0]
 
+  const inputPrice = pricingConfig?.inputPricePer1m ? Number(pricingConfig.inputPricePer1m) : null
+  const outputPrice = pricingConfig?.outputPricePer1m ? Number(pricingConfig.outputPricePer1m) : null
+
   return {
+    pricing: {
+      inputPricePer1m: inputPrice,
+      outputPricePer1m: outputPrice,
+      configured: inputPrice != null || outputPrice != null,
+    },
     summary: {
       totalRuns: Number(totalRuns),
       completedRuns: Number(completedRuns),
diff --git a/server/api/ai-config/index.get.ts b/server/api/ai-config/index.get.ts
index bf7da122..bbc1d8ff 100644
--- a/server/api/ai-config/index.get.ts
+++ b/server/api/ai-config/index.get.ts
@@ -19,6 +19,8 @@ export default defineEventHandler(async (event) => {
       model: true,
       baseUrl: true,
       maxTokens: true,
+      inputPricePer1m: true,
+      outputPricePer1m: true,
       apiKeyEncrypted: true,
       createdAt: true,
       updatedAt: true,
diff --git a/server/api/ai-config/index.post.ts b/server/api/ai-config/index.post.ts
index 65bc1548..5d622df7 100644
--- a/server/api/ai-config/index.post.ts
+++ b/server/api/ai-config/index.post.ts
@@ -24,6 +24,8 @@ export default defineEventHandler(async (event) => {
       model: body.model,
       baseUrl: body.baseUrl ?? null,
       maxTokens: body.maxTokens,
+      inputPricePer1m: body.inputPricePer1m != null ? String(body.inputPricePer1m) : null,
+      outputPricePer1m: body.outputPricePer1m != null ? String(body.outputPricePer1m) : null,
       updatedAt: new Date(),
     }
 
@@ -72,6 +74,8 @@ export default defineEventHandler(async (event) => {
       apiKeyEncrypted,
       baseUrl: body.baseUrl ?? null,
       maxTokens: body.maxTokens,
+      inputPricePer1m: body.inputPricePer1m != null ? String(body.inputPricePer1m) : null,
+      outputPricePer1m: body.outputPricePer1m != null ? String(body.outputPricePer1m) : null,
     })
     .returning({
       id: aiConfig.id,
diff --git a/server/database/migrations/0017_cynical_nicolaos.sql b/server/database/migrations/0017_cynical_nicolaos.sql
new file mode 100644
index 00000000..bb3ea67b
--- /dev/null
+++ b/server/database/migrations/0017_cynical_nicolaos.sql
@@ -0,0 +1,2 @@
+ALTER TABLE "ai_config" ADD COLUMN "input_price_per_1m" numeric(10, 4);--> statement-breakpoint
+ALTER TABLE "ai_config" ADD COLUMN "output_price_per_1m" numeric(10, 4);
\ No newline at end of file
diff --git a/server/database/migrations/meta/0017_snapshot.json b/server/database/migrations/meta/0017_snapshot.json
new file mode 100644
index 00000000..0b441384
--- /dev/null
+++ b/server/database/migrations/meta/0017_snapshot.json
@@ -0,0 +1,3483 @@
+{
+  "id": "a0d783a5-23a5-4dbc-bbab-22f0367d0f47",
+  "prevId": "07c84f82-8c6a-43f3-9d20-0063e53df5aa",
+  "version": "7",
+  "dialect": "postgresql",
+  "tables": {
+    "public.account": {
+      "name": "account",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "account_id": {
+          "name": "account_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "provider_id": {
+          "name": "provider_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "access_token": {
+          "name": "access_token",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "refresh_token": {
+          "name": "refresh_token",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "id_token": {
+          "name": "id_token",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "access_token_expires_at": {
+          "name": "access_token_expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "refresh_token_expires_at": {
+          "name": "refresh_token_expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "scope": {
+          "name": "scope",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "password": {
+          "name": "password",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "account_user_id_idx": {
+          "name": "account_user_id_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "account_user_id_user_id_fk": {
+          "name": "account_user_id_user_id_fk",
+          "tableFrom": "account",
+          "tableTo": "user",
+          "columnsFrom": [
+            "user_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.invitation": {
+      "name": "invitation",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "email": {
+          "name": "email",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "inviter_id": {
+          "name": "inviter_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "role": {
+          "name": "role",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'pending'"
+        },
+        "expires_at": {
+          "name": "expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "invitation_organization_id_idx": {
+          "name": "invitation_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "invitation_email_idx": {
+          "name": "invitation_email_idx",
+          "columns": [
+            {
+              "expression": "email",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "invitation_inviter_id_user_id_fk": {
+          "name": "invitation_inviter_id_user_id_fk",
+          "tableFrom": "invitation",
+          "tableTo": "user",
+          "columnsFrom": [
+            "inviter_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "invitation_organization_id_organization_id_fk": {
+          "name": "invitation_organization_id_organization_id_fk",
+          "tableFrom": "invitation",
+          "tableTo": "organization",
+          "columnsFrom": [
+            "organization_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.member": {
+      "name": "member",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "role": {
+          "name": "role",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'member'"
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "member_user_id_idx": {
+          "name": "member_user_id_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "member_organization_id_idx": {
+          "name": "member_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "member_user_org_unique_idx": {
+          "name": "member_user_org_unique_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "member_user_id_user_id_fk": {
+          "name": "member_user_id_user_id_fk",
+          "tableFrom": "member",
+          "tableTo": "user",
+          "columnsFrom": [
+            "user_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "member_organization_id_organization_id_fk": {
+          "name": "member_organization_id_organization_id_fk",
+          "tableFrom": "member",
+          "tableTo": "organization",
+          "columnsFrom": [
+            "organization_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.organization": {
+      "name": "organization",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "slug": {
+          "name": "slug",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "logo": {
+          "name": "logo",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "metadata": {
+          "name": "metadata",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {},
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "organization_slug_unique": {
+          "name": "organization_slug_unique",
+          "nullsNotDistinct": false,
+          "columns": [
+            "slug"
+          ]
+        }
+      },
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.session": {
+      "name": "session",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "token": {
+          "name": "token",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "expires_at": {
+          "name": "expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "ip_address": {
+          "name": "ip_address",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "user_agent": {
+          "name": "user_agent",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "active_organization_id": {
+          "name": "active_organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "session_user_id_idx": {
+          "name": "session_user_id_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "session_user_id_user_id_fk": {
+          "name": "session_user_id_user_id_fk",
+          "tableFrom": "session",
+          "tableTo": "user",
+          "columnsFrom": [
+            "user_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "session_token_unique": {
+          "name": "session_token_unique",
+          "nullsNotDistinct": false,
+          "columns": [
+            "token"
+          ]
+        }
+      },
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.user": {
+      "name": "user",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "email": {
+          "name": "email",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "email_verified": {
+          "name": "email_verified",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "image": {
+          "name": "image",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {},
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "user_email_unique": {
+          "name": "user_email_unique",
+          "nullsNotDistinct": false,
+          "columns": [
+            "email"
+          ]
+        }
+      },
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.verification": {
+      "name": "verification",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "identifier": {
+          "name": "identifier",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "value": {
+          "name": "value",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "expires_at": {
+          "name": "expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "verification_identifier_idx": {
+          "name": "verification_identifier_idx",
+          "columns": [
+            {
+              "expression": "identifier",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {},
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.activity_log": {
+      "name": "activity_log",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "actor_id": {
+          "name": "actor_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "action": {
+          "name": "action",
+          "type": "activity_action",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "resource_type": {
+          "name": "resource_type",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "resource_id": {
+          "name": "resource_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "metadata": {
+          "name": "metadata",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "activity_log_organization_id_idx": {
+          "name": "activity_log_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "activity_log_actor_id_idx": {
+          "name": "activity_log_actor_id_idx",
+          "columns": [
+            {
+              "expression": "actor_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "activity_log_resource_idx": {
+          "name": "activity_log_resource_idx",
+          "columns": [
+            {
+              "expression": "resource_type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "resource_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "activity_log_created_at_idx": {
+          "name": "activity_log_created_at_idx",
+          "columns": [
+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "activity_log_organization_id_organization_id_fk": {
+          "name": "activity_log_organization_id_organization_id_fk",
+          "tableFrom": "activity_log",
+          "tableTo": "organization",
+          "columnsFrom": [
+            "organization_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "activity_log_actor_id_user_id_fk": {
+          "name": "activity_log_actor_id_user_id_fk",
+          "tableFrom": "activity_log",
+          "tableTo": "user",
+          "columnsFrom": [
+            "actor_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.ai_config": {
+      "name": "ai_config",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "provider": {
+          "name": "provider",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'openai'"
+        },
+        "model": {
+          "name": "model",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'gpt-4o-mini'"
+        },
+        "api_key_encrypted": {
+          "name": "api_key_encrypted",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "base_url": {
+          "name": "base_url",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "max_tokens": {
+          "name": "max_tokens",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 4096
+        },
+        "input_price_per_1m": {
+          "name": "input_price_per_1m",
+          "type": "numeric(10, 4)",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "output_price_per_1m": {
+          "name": "output_price_per_1m",
+          "type": "numeric(10, 4)",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "ai_config_organization_id_idx": {
+          "name": "ai_config_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "ai_config_organization_id_organization_id_fk": {
+          "name": "ai_config_organization_id_organization_id_fk",
+          "tableFrom": "ai_config",
+          "tableTo": "organization",
+          "columnsFrom": [
+            "organization_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.analysis_run": {
+      "name": "analysis_run",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "application_id": {
+          "name": "application_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "analysis_run_status",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'completed'"
+        },
+        "provider": {
+          "name": "provider",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "model": {
+          "name": "model",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "criteria_snapshot": {
+          "name": "criteria_snapshot",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "composite_score": {
+          "name": "composite_score",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "prompt_tokens": {
+          "name": "prompt_tokens",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "completion_tokens": {
+          "name": "completion_tokens",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "raw_response": {
+          "name": "raw_response",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "error_message": {
+          "name": "error_message",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "scored_by_id": {
+          "name": "scored_by_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "analysis_run_organization_id_idx": {
+          "name": "analysis_run_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "analysis_run_application_id_idx": {
+          "name": "analysis_run_application_id_idx",
+          "columns": [
+            {
+              "expression": "application_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "analysis_run_created_at_idx": {
+          "name": "analysis_run_created_at_idx",
+          "columns": [
+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "analysis_run_organization_id_organization_id_fk": {
+          "name": "analysis_run_organization_id_organization_id_fk",
+          "tableFrom": "analysis_run",
+          "tableTo": "organization",
+          "columnsFrom": [
+            "organization_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "analysis_run_application_id_application_id_fk": {
+          "name": "analysis_run_application_id_application_id_fk",
+          "tableFrom": "analysis_run",
+          "tableTo": "application",
+          "columnsFrom": [
+            "application_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "analysis_run_scored_by_id_user_id_fk": {
+          "name": "analysis_run_scored_by_id_user_id_fk",
+          "tableFrom": "analysis_run",
+          "tableTo": "user",
+          "columnsFrom": [
+            "scored_by_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.application": {
+      "name": "application",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "candidate_id": {
+          "name": "candidate_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "job_id": {
+          "name": "job_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "application_status",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'new'"
+        },
+        "score": {
+          "name": "score",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "notes": {
+          "name": "notes",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "cover_letter_text": {
+          "name": "cover_letter_text",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "application_organization_id_idx": {
+          "name": "application_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "application_candidate_id_idx": {
+          "name": "application_candidate_id_idx",
+          "columns": [
+            {
+              "expression": "candidate_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "application_job_id_idx": {
+          "name": "application_job_id_idx",
+          "columns": [
+            {
+              "expression": "job_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "application_org_candidate_job_idx": {
+          "name": "application_org_candidate_job_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "candidate_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "job_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "application_organization_id_organization_id_fk": {
+          "name": "application_organization_id_organization_id_fk",
+          "tableFrom": "application",
+          "tableTo": "organization",
+          "columnsFrom": [
+            "organization_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "application_candidate_id_candidate_id_fk": {
+          "name": "application_candidate_id_candidate_id_fk",
+          "tableFrom": "application",
+          "tableTo": "candidate",
+          "columnsFrom": [
+            "candidate_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "application_job_id_job_id_fk": {
+          "name": "application_job_id_job_id_fk",
+          "tableFrom": "application",
+          "tableTo": "job",
+          "columnsFrom": [
+            "job_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.calendar_integration": {
+      "name": "calendar_integration",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "provider": {
+          "name": "provider",
+          "type": "calendar_provider",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'google'"
+        },
+        "access_token_encrypted": {
+          "name": "access_token_encrypted",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "refresh_token_encrypted": {
+          "name": "refresh_token_encrypted",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "calendar_id": {
+          "name": "calendar_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'primary'"
+        },
+        "account_email": {
+          "name": "account_email",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "webhook_channel_id": {
+          "name": "webhook_channel_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "webhook_resource_id": {
+          "name": "webhook_resource_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "webhook_expiration": {
+          "name": "webhook_expiration",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "sync_token": {
+          "name": "sync_token",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "calendar_integration_user_provider_idx": {
+          "name": "calendar_integration_user_provider_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "provider",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "calendar_integration_webhook_channel_idx": {
+          "name": "calendar_integration_webhook_channel_idx",
+          "columns": [
+            {
+              "expression": "webhook_channel_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "calendar_integration_user_id_user_id_fk": {
+          "name": "calendar_integration_user_id_user_id_fk",
+          "tableFrom": "calendar_integration",
+          "tableTo": "user",
+          "columnsFrom": [
+            "user_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.candidate": {
+      "name": "candidate",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "first_name": {
+          "name": "first_name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "last_name": {
+          "name": "last_name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "email": {
+          "name": "email",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "phone": {
+          "name": "phone",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "candidate_organization_id_idx": {
+          "name": "candidate_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "candidate_org_email_idx": {
+          "name": "candidate_org_email_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "email",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "candidate_organization_id_organization_id_fk": {
+          "name": "candidate_organization_id_organization_id_fk",
+          "tableFrom": "candidate",
+          "tableTo": "organization",
+          "columnsFrom": [
+            "organization_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.comment": {
+      "name": "comment",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "author_id": {
+          "name": "author_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "target_type": {
+          "name": "target_type",
+          "type": "comment_target",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "target_id": {
+          "name": "target_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "body": {
+          "name": "body",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "comment_organization_id_idx": {
+          "name": "comment_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "comment_target_idx": {
+          "name": "comment_target_idx",
+          "columns": [
+            {
+              "expression": "target_type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "target_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "comment_author_id_idx": {
+          "name": "comment_author_id_idx",
+          "columns": [
+            {
+              "expression": "author_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "comment_organization_id_organization_id_fk": {
+          "name": "comment_organization_id_organization_id_fk",
+          "tableFrom": "comment",
+          "tableTo": "organization",
+          "columnsFrom": [
+            "organization_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "comment_author_id_user_id_fk": {
+          "name": "comment_author_id_user_id_fk",
+          "tableFrom": "comment",
+          "tableTo": "user",
+          "columnsFrom": [
+            "author_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.criterion_score": {
+      "name": "criterion_score",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "application_id": {
+          "name": "application_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "criterion_key": {
+          "name": "criterion_key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "max_score": {
+          "name": "max_score",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "applicant_score": {
+          "name": "applicant_score",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "confidence": {
+          "name": "confidence",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "evidence": {
+          "name": "evidence",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "strengths": {
+          "name": "strengths",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "gaps": {
+          "name": "gaps",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "criterion_score_organization_id_idx": {
+          "name": "criterion_score_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "criterion_score_application_id_idx": {
+          "name": "criterion_score_application_id_idx",
+          "columns": [
+            {
+              "expression": "application_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "criterion_score_app_criterion_idx": {
+          "name": "criterion_score_app_criterion_idx",
+          "columns": [
+            {
+              "expression": "application_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "criterion_key",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "criterion_score_organization_id_organization_id_fk": {
+          "name": "criterion_score_organization_id_organization_id_fk",
+          "tableFrom": "criterion_score",
+          "tableTo": "organization",
+          "columnsFrom": [
+            "organization_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "criterion_score_application_id_application_id_fk": {
+          "name": "criterion_score_application_id_application_id_fk",
+          "tableFrom": "criterion_score",
+          "tableTo": "application",
+          "columnsFrom": [
+            "application_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.document": {
+      "name": "document",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "candidate_id": {
+          "name": "candidate_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "type": {
+          "name": "type",
+          "type": "document_type",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'resume'"
+        },
+        "storage_key": {
+          "name": "storage_key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "original_filename": {
+          "name": "original_filename",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "mime_type": {
+          "name": "mime_type",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "size_bytes": {
+          "name": "size_bytes",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "parsed_content": {
+          "name": "parsed_content",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "document_organization_id_idx": {
+          "name": "document_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "document_candidate_id_idx": {
+          "name": "document_candidate_id_idx",
+          "columns": [
+            {
+              "expression": "candidate_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "document_organization_id_organization_id_fk": {
+          "name": "document_organization_id_organization_id_fk",
+          "tableFrom": "document",
+          "tableTo": "organization",
+          "columnsFrom": [
+            "organization_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "document_candidate_id_candidate_id_fk": {
+          "name": "document_candidate_id_candidate_id_fk",
+          "tableFrom": "document",
+          "tableTo": "candidate",
+          "columnsFrom": [
+            "candidate_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "document_storage_key_unique": {
+          "name": "document_storage_key_unique",
+          "nullsNotDistinct": false,
+          "columns": [
+            "storage_key"
+          ]
+        }
+      },
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.email_template": {
+      "name": "email_template",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "subject": {
+          "name": "subject",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "body": {
+          "name": "body",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_by_id": {
+          "name": "created_by_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "email_template_organization_id_idx": {
+          "name": "email_template_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "email_template_created_by_id_idx": {
+          "name": "email_template_created_by_id_idx",
+          "columns": [
+            {
+              "expression": "created_by_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "email_template_organization_id_organization_id_fk": {
+          "name": "email_template_organization_id_organization_id_fk",
+          "tableFrom": "email_template",
+          "tableTo": "organization",
+          "columnsFrom": [
+            "organization_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "email_template_created_by_id_user_id_fk": {
+          "name": "email_template_created_by_id_user_id_fk",
+          "tableFrom": "email_template",
+          "tableTo": "user",
+          "columnsFrom": [
+            "created_by_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.interview": {
+      "name": "interview",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "application_id": {
+          "name": "application_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "title": {
+          "name": "title",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "type": {
+          "name": "type",
+          "type": "interview_type",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'video'"
+        },
+        "status": {
+          "name": "status",
+          "type": "interview_status",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'scheduled'"
+        },
+        "scheduled_at": {
+          "name": "scheduled_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "duration": {
+          "name": "duration",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 60
+        },
+        "location": {
+          "name": "location",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "notes": {
+          "name": "notes",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "interviewers": {
+          "name": "interviewers",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_by_id": {
+          "name": "created_by_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "invitation_sent_at": {
+          "name": "invitation_sent_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "candidate_response": {
+          "name": "candidate_response",
+          "type": "candidate_response",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'pending'"
+        },
+        "candidate_responded_at": {
+          "name": "candidate_responded_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "google_calendar_event_id": {
+          "name": "google_calendar_event_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "google_calendar_event_link": {
+          "name": "google_calendar_event_link",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "timezone": {
+          "name": "timezone",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'UTC'"
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "interview_organization_id_idx": {
+          "name": "interview_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "interview_application_id_idx": {
+          "name": "interview_application_id_idx",
+          "columns": [
+            {
+              "expression": "application_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "interview_scheduled_at_idx": {
+          "name": "interview_scheduled_at_idx",
+          "columns": [
+            {
+              "expression": "scheduled_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "interview_status_idx": {
+          "name": "interview_status_idx",
+          "columns": [
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "interview_created_by_id_idx": {
+          "name": "interview_created_by_id_idx",
+          "columns": [
+            {
+              "expression": "created_by_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "interview_organization_id_organization_id_fk": {
+          "name": "interview_organization_id_organization_id_fk",
+          "tableFrom": "interview",
+          "tableTo": "organization",
+          "columnsFrom": [
+            "organization_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "interview_application_id_application_id_fk": {
+          "name": "interview_application_id_application_id_fk",
+          "tableFrom": "interview",
+          "tableTo": "application",
+          "columnsFrom": [
+            "application_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "interview_created_by_id_user_id_fk": {
+          "name": "interview_created_by_id_user_id_fk",
+          "tableFrom": "interview",
+          "tableTo": "user",
+          "columnsFrom": [
+            "created_by_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.invite_link": {
+      "name": "invite_link",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_by_id": {
+          "name": "created_by_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "token": {
+          "name": "token",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "role": {
+          "name": "role",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'member'"
+        },
+        "max_uses": {
+          "name": "max_uses",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "use_count": {
+          "name": "use_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "expires_at": {
+          "name": "expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "revoked_at": {
+          "name": "revoked_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "invite_link_organization_id_idx": {
+          "name": "invite_link_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "invite_link_token_idx": {
+          "name": "invite_link_token_idx",
+          "columns": [
+            {
+              "expression": "token",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "invite_link_organization_id_organization_id_fk": {
+          "name": "invite_link_organization_id_organization_id_fk",
+          "tableFrom": "invite_link",
+          "tableTo": "organization",
+          "columnsFrom": [
+            "organization_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "invite_link_created_by_id_user_id_fk": {
+          "name": "invite_link_created_by_id_user_id_fk",
+          "tableFrom": "invite_link",
+          "tableTo": "user",
+          "columnsFrom": [
+            "created_by_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "invite_link_token_unique": {
+          "name": "invite_link_token_unique",
+          "nullsNotDistinct": false,
+          "columns": [
+            "token"
+          ]
+        }
+      },
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.job": {
+      "name": "job",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "title": {
+          "name": "title",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "slug": {
+          "name": "slug",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "description": {
+          "name": "description",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "location": {
+          "name": "location",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "type": {
+          "name": "type",
+          "type": "job_type",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'full_time'"
+        },
+        "status": {
+          "name": "status",
+          "type": "job_status",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'draft'"
+        },
+        "salary_min": {
+          "name": "salary_min",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "salary_max": {
+          "name": "salary_max",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "salary_currency": {
+          "name": "salary_currency",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "salary_unit": {
+          "name": "salary_unit",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "remote_status": {
+          "name": "remote_status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "valid_through": {
+          "name": "valid_through",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "require_resume": {
+          "name": "require_resume",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "require_cover_letter": {
+          "name": "require_cover_letter",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "auto_score_on_apply": {
+          "name": "auto_score_on_apply",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "job_organization_id_idx": {
+          "name": "job_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "job_organization_id_organization_id_fk": {
+          "name": "job_organization_id_organization_id_fk",
+          "tableFrom": "job",
+          "tableTo": "organization",
+          "columnsFrom": [
+            "organization_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "job_slug_unique": {
+          "name": "job_slug_unique",
+          "nullsNotDistinct": false,
+          "columns": [
+            "slug"
+          ]
+        }
+      },
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.job_question": {
+      "name": "job_question",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "job_id": {
+          "name": "job_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "type": {
+          "name": "type",
+          "type": "question_type",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'short_text'"
+        },
+        "label": {
+          "name": "label",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "description": {
+          "name": "description",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "required": {
+          "name": "required",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "options": {
+          "name": "options",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "display_order": {
+          "name": "display_order",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "job_question_organization_id_idx": {
+          "name": "job_question_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "job_question_job_id_idx": {
+          "name": "job_question_job_id_idx",
+          "columns": [
+            {
+              "expression": "job_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "job_question_organization_id_organization_id_fk": {
+          "name": "job_question_organization_id_organization_id_fk",
+          "tableFrom": "job_question",
+          "tableTo": "organization",
+          "columnsFrom": [
+            "organization_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "job_question_job_id_job_id_fk": {
+          "name": "job_question_job_id_job_id_fk",
+          "tableFrom": "job_question",
+          "tableTo": "job",
+          "columnsFrom": [
+            "job_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.join_request": {
+      "name": "join_request",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "message": {
+          "name": "message",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "status": {
+          "name": "status",
+          "type": "join_request_status",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'pending'"
+        },
+        "reviewed_by_id": {
+          "name": "reviewed_by_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "reviewed_at": {
+          "name": "reviewed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "join_request_organization_id_idx": {
+          "name": "join_request_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "join_request_user_id_idx": {
+          "name": "join_request_user_id_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "join_request_status_idx": {
+          "name": "join_request_status_idx",
+          "columns": [
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "join_request_user_id_user_id_fk": {
+          "name": "join_request_user_id_user_id_fk",
+          "tableFrom": "join_request",
+          "tableTo": "user",
+          "columnsFrom": [
+            "user_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "join_request_organization_id_organization_id_fk": {
+          "name": "join_request_organization_id_organization_id_fk",
+          "tableFrom": "join_request",
+          "tableTo": "organization",
+          "columnsFrom": [
+            "organization_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "join_request_reviewed_by_id_user_id_fk": {
+          "name": "join_request_reviewed_by_id_user_id_fk",
+          "tableFrom": "join_request",
+          "tableTo": "user",
+          "columnsFrom": [
+            "reviewed_by_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "no action",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.question_response": {
+      "name": "question_response",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "application_id": {
+          "name": "application_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "question_id": {
+          "name": "question_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "value": {
+          "name": "value",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "question_response_organization_id_idx": {
+          "name": "question_response_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "question_response_application_id_idx": {
+          "name": "question_response_application_id_idx",
+          "columns": [
+            {
+              "expression": "application_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "question_response_question_id_idx": {
+          "name": "question_response_question_id_idx",
+          "columns": [
+            {
+              "expression": "question_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "question_response_organization_id_organization_id_fk": {
+          "name": "question_response_organization_id_organization_id_fk",
+          "tableFrom": "question_response",
+          "tableTo": "organization",
+          "columnsFrom": [
+            "organization_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "question_response_application_id_application_id_fk": {
+          "name": "question_response_application_id_application_id_fk",
+          "tableFrom": "question_response",
+          "tableTo": "application",
+          "columnsFrom": [
+            "application_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "question_response_question_id_job_question_id_fk": {
+          "name": "question_response_question_id_job_question_id_fk",
+          "tableFrom": "question_response",
+          "tableTo": "job_question",
+          "columnsFrom": [
+            "question_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.scoring_criterion": {
+      "name": "scoring_criterion",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "job_id": {
+          "name": "job_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "key": {
+          "name": "key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "description": {
+          "name": "description",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "category": {
+          "name": "category",
+          "type": "criterion_category",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'custom'"
+        },
+        "max_score": {
+          "name": "max_score",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 10
+        },
+        "weight": {
+          "name": "weight",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 50
+        },
+        "display_order": {
+          "name": "display_order",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "scoring_criterion_organization_id_idx": {
+          "name": "scoring_criterion_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "scoring_criterion_job_id_idx": {
+          "name": "scoring_criterion_job_id_idx",
+          "columns": [
+            {
+              "expression": "job_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "scoring_criterion_job_key_idx": {
+          "name": "scoring_criterion_job_key_idx",
+          "columns": [
+            {
+              "expression": "job_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "key",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "scoring_criterion_organization_id_organization_id_fk": {
+          "name": "scoring_criterion_organization_id_organization_id_fk",
+          "tableFrom": "scoring_criterion",
+          "tableTo": "organization",
+          "columnsFrom": [
+            "organization_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "scoring_criterion_job_id_job_id_fk": {
+          "name": "scoring_criterion_job_id_job_id_fk",
+          "tableFrom": "scoring_criterion",
+          "tableTo": "job",
+          "columnsFrom": [
+            "job_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    }
+  },
+  "enums": {
+    "public.activity_action": {
+      "name": "activity_action",
+      "schema": "public",
+      "values": [
+        "created",
+        "updated",
+        "deleted",
+        "status_changed",
+        "comment_added",
+        "member_invited",
+        "member_removed",
+        "member_role_changed",
+        "scored"
+      ]
+    },
+    "public.analysis_run_status": {
+      "name": "analysis_run_status",
+      "schema": "public",
+      "values": [
+        "completed",
+        "failed",
+        "partial"
+      ]
+    },
+    "public.application_status": {
+      "name": "application_status",
+      "schema": "public",
+      "values": [
+        "new",
+        "screening",
+        "interview",
+        "offer",
+        "hired",
+        "rejected"
+      ]
+    },
+    "public.calendar_provider": {
+      "name": "calendar_provider",
+      "schema": "public",
+      "values": [
+        "google"
+      ]
+    },
+    "public.candidate_response": {
+      "name": "candidate_response",
+      "schema": "public",
+      "values": [
+        "pending",
+        "accepted",
+        "declined",
+        "tentative"
+      ]
+    },
+    "public.comment_target": {
+      "name": "comment_target",
+      "schema": "public",
+      "values": [
+        "candidate",
+        "application",
+        "job"
+      ]
+    },
+    "public.criterion_category": {
+      "name": "criterion_category",
+      "schema": "public",
+      "values": [
+        "technical",
+        "experience",
+        "soft_skills",
+        "education",
+        "culture",
+        "custom"
+      ]
+    },
+    "public.document_type": {
+      "name": "document_type",
+      "schema": "public",
+      "values": [
+        "resume",
+        "cover_letter",
+        "other"
+      ]
+    },
+    "public.interview_status": {
+      "name": "interview_status",
+      "schema": "public",
+      "values": [
+        "scheduled",
+        "completed",
+        "cancelled",
+        "no_show"
+      ]
+    },
+    "public.interview_type": {
+      "name": "interview_type",
+      "schema": "public",
+      "values": [
+        "phone",
+        "video",
+        "in_person",
+        "panel",
+        "technical",
+        "take_home"
+      ]
+    },
+    "public.job_status": {
+      "name": "job_status",
+      "schema": "public",
+      "values": [
+        "draft",
+        "open",
+        "closed",
+        "archived"
+      ]
+    },
+    "public.job_type": {
+      "name": "job_type",
+      "schema": "public",
+      "values": [
+        "full_time",
+        "part_time",
+        "contract",
+        "internship"
+      ]
+    },
+    "public.join_request_status": {
+      "name": "join_request_status",
+      "schema": "public",
+      "values": [
+        "pending",
+        "approved",
+        "rejected"
+      ]
+    },
+    "public.question_type": {
+      "name": "question_type",
+      "schema": "public",
+      "values": [
+        "short_text",
+        "long_text",
+        "single_select",
+        "multi_select",
+        "number",
+        "date",
+        "url",
+        "checkbox",
+        "file_upload"
+      ]
+    }
+  },
+  "schemas": {},
+  "sequences": {},
+  "roles": {},
+  "policies": {},
+  "views": {},
+  "_meta": {
+    "columns": {},
+    "schemas": {},
+    "tables": {}
+  }
+}
\ No newline at end of file
diff --git a/server/database/migrations/meta/_journal.json b/server/database/migrations/meta/_journal.json
index 764d2437..3b8ec04c 100644
--- a/server/database/migrations/meta/_journal.json
+++ b/server/database/migrations/meta/_journal.json
@@ -120,6 +120,13 @@
       "when": 1773738744180,
       "tag": "0016_first_spyke",
       "breakpoints": true
+    },
+    {
+      "idx": 17,
+      "version": "7",
+      "when": 1773822054166,
+      "tag": "0017_cynical_nicolaos",
+      "breakpoints": true
     }
   ]
 }
\ No newline at end of file
diff --git a/server/database/schema/app.ts b/server/database/schema/app.ts
index fef82961..37d885a3 100644
--- a/server/database/schema/app.ts
+++ b/server/database/schema/app.ts
@@ -8,6 +8,7 @@ import {
   pgEnum,
   index,
   uniqueIndex,
+  numeric,
 } from 'drizzle-orm/pg-core'
 import { relations } from 'drizzle-orm'
 import { organization, user } from './auth'
@@ -413,6 +414,10 @@ export const aiConfig = pgTable('ai_config', {
   /** Optional base URL override (e.g. for Ollama or custom endpoints) */
   baseUrl: text('base_url'),
   maxTokens: integer('max_tokens').notNull().default(4096),
+  /** Price per 1M input tokens in USD (e.g. "2.50") */
+  inputPricePer1m: numeric('input_price_per_1m', { precision: 10, scale: 4 }),
+  /** Price per 1M output tokens in USD (e.g. "10.00") */
+  outputPricePer1m: numeric('output_price_per_1m', { precision: 10, scale: 4 }),
   createdAt: timestamp('created_at').notNull().defaultNow(),
   updatedAt: timestamp('updated_at').notNull().defaultNow(),
 }, (t) => ([
diff --git a/server/utils/schemas/scoring.ts b/server/utils/schemas/scoring.ts
index 2ccb2f1e..62362510 100644
--- a/server/utils/schemas/scoring.ts
+++ b/server/utils/schemas/scoring.ts
@@ -19,6 +19,8 @@ export const createAiConfigSchema = z.object({
   apiKey: z.string().min(1).max(500).optional(),
   baseUrl: safeBaseUrl.nullish(),
   maxTokens: z.number().int().min(256).max(32768).optional().default(4096),
+  inputPricePer1m: z.number().min(0).max(9999).nullish(),
+  outputPricePer1m: z.number().min(0).max(9999).nullish(),
 })
 
 export const updateAiConfigSchema = z.object({
@@ -27,6 +29,8 @@ export const updateAiConfigSchema = z.object({
   apiKey: z.string().min(1).max(500).optional(),
   baseUrl: safeBaseUrl.nullish(),
   maxTokens: z.number().int().min(256).max(32768).optional(),
+  inputPricePer1m: z.number().min(0).max(9999).nullish(),
+  outputPricePer1m: z.number().min(0).max(9999).nullish(),
 })
 
 // ─── Scoring Criterion Schemas ────────────────────────────────────

From 30d87f07583d4eba9dbf3db35a0e604425ebcfb9 Mon Sep 17 00:00:00 2001
From: Joachim <joachim.l.kolle.pers@gmail.com>
Date: Wed, 18 Mar 2026 10:24:26 +0100
Subject: [PATCH 09/10] feat: update scoring criteria steps in candidate
 application, job creation, and resume upload tests

---
 e2e/critical-flows/candidate-application.spec.ts | 16 ++++++++++++----
 e2e/critical-flows/job-creation.spec.ts          |  8 ++++++--
 e2e/critical-flows/resume-upload.spec.ts         | 11 ++++++++---
 playwright.config.ts                             |  6 +++---
 server/utils/auth.ts                             |  2 ++
 5 files changed, 31 insertions(+), 12 deletions(-)

diff --git a/e2e/critical-flows/candidate-application.spec.ts b/e2e/critical-flows/candidate-application.spec.ts
index 600df89a..a8629d8f 100644
--- a/e2e/critical-flows/candidate-application.spec.ts
+++ b/e2e/critical-flows/candidate-application.spec.ts
@@ -173,15 +173,20 @@ test.describe('Candidate Application Flow — All Custom Question Field Types',
       await expect(page.getByText(question.label).first()).toBeVisible()
     }
 
-    // Step 2 → Step 3 (Find candidates — skip)
+    // Step 2 → Step 3 (Scoring criteria — skip)
     await page.locator('form').getByRole('button', { name: 'Save & continue' }).first().click()
 
-    // ── Step 3: Find candidates (skip) → Step 4 ──────────────────────────────
+    // ── Step 3: Scoring criteria (skip) → Step 4 ─────────────────────────────
 
     await page.locator('form').getByRole('button', { name: 'Save & continue' }).first().waitFor({ state: 'visible', timeout: 10_000 })
     await page.locator('form').getByRole('button', { name: 'Save & continue' }).first().click()
 
-    // ── Step 4: Publish the job ───────────────────────────────────────────────
+    // ── Step 4: Find candidates (skip) → Step 5 ──────────────────────────────
+
+    await page.locator('form').getByRole('button', { name: 'Save & continue' }).first().waitFor({ state: 'visible', timeout: 10_000 })
+    await page.locator('form').getByRole('button', { name: 'Save & continue' }).first().click()
+
+    // ── Step 5: Publish the job ───────────────────────────────────────────────
 
     await expect(page.getByRole('heading', { name: /Ready to go\?/i })).toBeVisible({ timeout: 10_000 })
 
@@ -500,7 +505,10 @@ test.describe('Candidate Application — Required Cover Letter Validation', () =
     }
     await expect(coverLetterToggle).toHaveAttribute('aria-pressed', 'true')
 
-    // Step 2 → Step 3 → Step 4
+    // Step 2 → Step 3 (Scoring criteria) → Step 4 (Find candidates) → Step 5 (Publish)
+    await page.locator('form').getByRole('button', { name: 'Save & continue' }).first().click()
+    await page.locator('form').getByRole('button', { name: 'Save & continue' }).first()
+      .waitFor({ state: 'visible', timeout: 10_000 })
     await page.locator('form').getByRole('button', { name: 'Save & continue' }).first().click()
     await page.locator('form').getByRole('button', { name: 'Save & continue' }).first()
       .waitFor({ state: 'visible', timeout: 10_000 })
diff --git a/e2e/critical-flows/job-creation.spec.ts b/e2e/critical-flows/job-creation.spec.ts
index dee4cfed..31944061 100644
--- a/e2e/critical-flows/job-creation.spec.ts
+++ b/e2e/critical-flows/job-creation.spec.ts
@@ -43,11 +43,15 @@ test.describe('Job Creation Flow', () => {
     await expect(page.locator('form').getByRole('button', { name: 'Save & continue' })).toBeEnabled({ timeout: 10_000 })
     await page.locator('form').getByRole('button', { name: 'Save & continue' }).click()
 
-    // Step 3: Find candidates — skip
+    // Step 3: Scoring criteria — skip (defaults are fine)
     await page.locator('form').getByRole('button', { name: 'Save & continue' }).waitFor({ state: 'visible', timeout: 10_000 })
     await page.locator('form').getByRole('button', { name: 'Save & continue' }).click()
 
-    // Step 4: Publish the job
+    // Step 4: Find candidates — skip
+    await page.locator('form').getByRole('button', { name: 'Save & continue' }).waitFor({ state: 'visible', timeout: 10_000 })
+    await page.locator('form').getByRole('button', { name: 'Save & continue' }).click()
+
+    // Step 5: Publish the job
     await expect(page.getByRole('heading', { name: /Ready to go\?/i })).toBeVisible({ timeout: 10_000 })
     const publishButton = page.locator('form').getByRole('button', { name: /Publish & copy link/i })
     await publishButton.waitFor({ state: 'visible', timeout: 10_000 })
diff --git a/e2e/critical-flows/resume-upload.spec.ts b/e2e/critical-flows/resume-upload.spec.ts
index 61a84139..234547b8 100644
--- a/e2e/critical-flows/resume-upload.spec.ts
+++ b/e2e/critical-flows/resume-upload.spec.ts
@@ -133,15 +133,20 @@ test.describe('Resume Upload — All File Formats', () => {
     await page.getByRole('button', { name: 'Add Question' }).click()
     await page.locator('#q-label').waitFor({ state: 'hidden', timeout: 10_000 })
 
-    // Step 2 → Step 3
+    // Step 2 → Step 3 (Scoring criteria)
     await page.locator('form').getByRole('button', { name: 'Save & continue' }).first().click()
 
-    // Step 3 → Step 4
+    // Step 3 → Step 4 (Find candidates)
     await page.locator('form').getByRole('button', { name: 'Save & continue' }).first()
       .waitFor({ state: 'visible', timeout: 10_000 })
     await page.locator('form').getByRole('button', { name: 'Save & continue' }).first().click()
 
-    // Step 4: Publish
+    // Step 4 → Step 5 (Publish)
+    await page.locator('form').getByRole('button', { name: 'Save & continue' }).first()
+      .waitFor({ state: 'visible', timeout: 10_000 })
+    await page.locator('form').getByRole('button', { name: 'Save & continue' }).first().click()
+
+    // Step 5: Publish
     await expect(page.getByRole('heading', { name: /Ready to go\?/i })).toBeVisible({ timeout: 10_000 })
     const publishButton = page.locator('form').getByRole('button', { name: /Publish & copy link/i })
     await publishButton.waitFor({ state: 'visible', timeout: 10_000 })
diff --git a/playwright.config.ts b/playwright.config.ts
index 0f639b61..a649fc17 100644
--- a/playwright.config.ts
+++ b/playwright.config.ts
@@ -27,7 +27,7 @@ export default defineConfig({
   expect: { timeout: 10_000 },
 
   use: {
-    baseURL: process.env.PLAYWRIGHT_BASE_URL || 'http://localhost:3000',
+    baseURL: process.env.PLAYWRIGHT_BASE_URL || 'http://localhost:3333',
     actionTimeout: 15_000,
     navigationTimeout: 30_000,
     trace: 'on-first-retry',
@@ -47,8 +47,8 @@ export default defineConfig({
     ? {}
     : {
         webServer: {
-          command: 'npm run dev',
-          url: 'http://localhost:3000',
+          command: 'BETTER_AUTH_URL=http://localhost:3333 npx nuxt dev --port 3333',
+          url: 'http://localhost:3333',
           reuseExistingServer: true,
           timeout: 60_000,
         },
diff --git a/server/utils/auth.ts b/server/utils/auth.ts
index 708558cf..d66b42ac 100644
--- a/server/utils/auth.ts
+++ b/server/utils/auth.ts
@@ -16,8 +16,10 @@ function resolveTrustedOrigins(baseUrl: string): string[] {
     ? [
         'http://localhost:3000',
         'http://localhost:3001',
+        'http://localhost:3333',
         'http://127.0.0.1:3000',
         'http://127.0.0.1:3001',
+        'http://127.0.0.1:3333',
       ]
     : []
 

From 65a363c0527ab88bdcd72e5ef8ad73ef6df89cdf Mon Sep 17 00:00:00 2001
From: Joachim <joachim.l.kolle.pers@gmail.com>
Date: Wed, 18 Mar 2026 10:54:47 +0100
Subject: [PATCH 10/10] chore: update fast-xml-parser to version 5.5.6 and
 reduce default token expiry to 7 days

---
 nuxt.config.ts                  |    2 +
 package-lock.json               | 1071 ++++++++++++++++---------------
 package.json                    |    2 +-
 server/utils/interview-token.ts |    4 +-
 4 files changed, 542 insertions(+), 537 deletions(-)

diff --git a/nuxt.config.ts b/nuxt.config.ts
index b05ff9ee..b94a6652 100644
--- a/nuxt.config.ts
+++ b/nuxt.config.ts
@@ -164,6 +164,8 @@ export default defineNuxtConfig({
           'Referrer-Policy': 'strict-origin-when-cross-origin',
           'X-XSS-Protection': '1; mode=block',
           'Permissions-Policy': 'camera=(), microphone=(), geolocation=()',
+          'Strict-Transport-Security': 'max-age=63072000; includeSubDomains; preload',
+          'Content-Security-Policy': "default-src 'self'; script-src 'self' 'unsafe-inline'; style-src 'self' 'unsafe-inline'; img-src 'self' data: https:; font-src 'self' data:; connect-src 'self' https://eu.i.posthog.com https://eu.posthog.com; frame-ancestors 'none'; base-uri 'self'; form-action 'self'",
         },
       },
       // Allow same-origin framing for inline PDF preview in the sidebar iframe
diff --git a/package-lock.json b/package-lock.json
index 18534aeb..d09250f9 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -347,65 +347,65 @@
       }
     },
     "node_modules/@aws-sdk/client-s3": {
-      "version": "3.1007.0",
-      "resolved": "https://registry.npmjs.org/@aws-sdk/client-s3/-/client-s3-3.1007.0.tgz",
-      "integrity": "sha512-QdFNDy+eKpcbv3ieGNl7XsDhpOj5mfb2xwnNM/YC108JpNJ5Ox79mbwtsKKqmQfen0JeaJml58vFnRHjfkjw9w==",
+      "version": "3.1011.0",
+      "resolved": "https://registry.npmjs.org/@aws-sdk/client-s3/-/client-s3-3.1011.0.tgz",
+      "integrity": "sha512-jY7CGX+vfM/DSi4K8UwaZKoXnhqchmAbKFB1kIuHMfPPqW7l3jC/fUVDb95/njMsB2ymYOTusZEzoCTeUB/4qA==",
       "license": "Apache-2.0",
       "dependencies": {
         "@aws-crypto/sha1-browser": "5.2.0",
         "@aws-crypto/sha256-browser": "5.2.0",
         "@aws-crypto/sha256-js": "5.2.0",
-        "@aws-sdk/core": "^3.973.19",
-        "@aws-sdk/credential-provider-node": "^3.972.19",
-        "@aws-sdk/middleware-bucket-endpoint": "^3.972.7",
-        "@aws-sdk/middleware-expect-continue": "^3.972.7",
-        "@aws-sdk/middleware-flexible-checksums": "^3.973.5",
-        "@aws-sdk/middleware-host-header": "^3.972.7",
-        "@aws-sdk/middleware-location-constraint": "^3.972.7",
-        "@aws-sdk/middleware-logger": "^3.972.7",
-        "@aws-sdk/middleware-recursion-detection": "^3.972.7",
-        "@aws-sdk/middleware-sdk-s3": "^3.972.19",
-        "@aws-sdk/middleware-ssec": "^3.972.7",
-        "@aws-sdk/middleware-user-agent": "^3.972.20",
-        "@aws-sdk/region-config-resolver": "^3.972.7",
-        "@aws-sdk/signature-v4-multi-region": "^3.996.7",
-        "@aws-sdk/types": "^3.973.5",
-        "@aws-sdk/util-endpoints": "^3.996.4",
-        "@aws-sdk/util-user-agent-browser": "^3.972.7",
-        "@aws-sdk/util-user-agent-node": "^3.973.5",
-        "@smithy/config-resolver": "^4.4.10",
-        "@smithy/core": "^3.23.9",
-        "@smithy/eventstream-serde-browser": "^4.2.11",
-        "@smithy/eventstream-serde-config-resolver": "^4.3.11",
-        "@smithy/eventstream-serde-node": "^4.2.11",
-        "@smithy/fetch-http-handler": "^5.3.13",
-        "@smithy/hash-blob-browser": "^4.2.12",
-        "@smithy/hash-node": "^4.2.11",
-        "@smithy/hash-stream-node": "^4.2.11",
-        "@smithy/invalid-dependency": "^4.2.11",
-        "@smithy/md5-js": "^4.2.11",
-        "@smithy/middleware-content-length": "^4.2.11",
-        "@smithy/middleware-endpoint": "^4.4.23",
-        "@smithy/middleware-retry": "^4.4.40",
-        "@smithy/middleware-serde": "^4.2.12",
-        "@smithy/middleware-stack": "^4.2.11",
-        "@smithy/node-config-provider": "^4.3.11",
-        "@smithy/node-http-handler": "^4.4.14",
-        "@smithy/protocol-http": "^5.3.11",
-        "@smithy/smithy-client": "^4.12.3",
-        "@smithy/types": "^4.13.0",
-        "@smithy/url-parser": "^4.2.11",
+        "@aws-sdk/core": "^3.973.20",
+        "@aws-sdk/credential-provider-node": "^3.972.21",
+        "@aws-sdk/middleware-bucket-endpoint": "^3.972.8",
+        "@aws-sdk/middleware-expect-continue": "^3.972.8",
+        "@aws-sdk/middleware-flexible-checksums": "^3.974.0",
+        "@aws-sdk/middleware-host-header": "^3.972.8",
+        "@aws-sdk/middleware-location-constraint": "^3.972.8",
+        "@aws-sdk/middleware-logger": "^3.972.8",
+        "@aws-sdk/middleware-recursion-detection": "^3.972.8",
+        "@aws-sdk/middleware-sdk-s3": "^3.972.20",
+        "@aws-sdk/middleware-ssec": "^3.972.8",
+        "@aws-sdk/middleware-user-agent": "^3.972.21",
+        "@aws-sdk/region-config-resolver": "^3.972.8",
+        "@aws-sdk/signature-v4-multi-region": "^3.996.8",
+        "@aws-sdk/types": "^3.973.6",
+        "@aws-sdk/util-endpoints": "^3.996.5",
+        "@aws-sdk/util-user-agent-browser": "^3.972.8",
+        "@aws-sdk/util-user-agent-node": "^3.973.7",
+        "@smithy/config-resolver": "^4.4.11",
+        "@smithy/core": "^3.23.11",
+        "@smithy/eventstream-serde-browser": "^4.2.12",
+        "@smithy/eventstream-serde-config-resolver": "^4.3.12",
+        "@smithy/eventstream-serde-node": "^4.2.12",
+        "@smithy/fetch-http-handler": "^5.3.15",
+        "@smithy/hash-blob-browser": "^4.2.13",
+        "@smithy/hash-node": "^4.2.12",
+        "@smithy/hash-stream-node": "^4.2.12",
+        "@smithy/invalid-dependency": "^4.2.12",
+        "@smithy/md5-js": "^4.2.12",
+        "@smithy/middleware-content-length": "^4.2.12",
+        "@smithy/middleware-endpoint": "^4.4.25",
+        "@smithy/middleware-retry": "^4.4.42",
+        "@smithy/middleware-serde": "^4.2.14",
+        "@smithy/middleware-stack": "^4.2.12",
+        "@smithy/node-config-provider": "^4.3.12",
+        "@smithy/node-http-handler": "^4.4.16",
+        "@smithy/protocol-http": "^5.3.12",
+        "@smithy/smithy-client": "^4.12.5",
+        "@smithy/types": "^4.13.1",
+        "@smithy/url-parser": "^4.2.12",
         "@smithy/util-base64": "^4.3.2",
         "@smithy/util-body-length-browser": "^4.2.2",
         "@smithy/util-body-length-node": "^4.2.3",
-        "@smithy/util-defaults-mode-browser": "^4.3.39",
-        "@smithy/util-defaults-mode-node": "^4.2.42",
-        "@smithy/util-endpoints": "^3.3.2",
-        "@smithy/util-middleware": "^4.2.11",
-        "@smithy/util-retry": "^4.2.11",
-        "@smithy/util-stream": "^4.5.17",
+        "@smithy/util-defaults-mode-browser": "^4.3.41",
+        "@smithy/util-defaults-mode-node": "^4.2.44",
+        "@smithy/util-endpoints": "^3.3.3",
+        "@smithy/util-middleware": "^4.2.12",
+        "@smithy/util-retry": "^4.2.12",
+        "@smithy/util-stream": "^4.5.19",
         "@smithy/util-utf8": "^4.2.2",
-        "@smithy/util-waiter": "^4.2.12",
+        "@smithy/util-waiter": "^4.2.13",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -413,22 +413,22 @@
       }
     },
     "node_modules/@aws-sdk/core": {
-      "version": "3.973.19",
-      "resolved": "https://registry.npmjs.org/@aws-sdk/core/-/core-3.973.19.tgz",
-      "integrity": "sha512-56KePyOcZnKTWCd89oJS1G6j3HZ9Kc+bh/8+EbvtaCCXdP6T7O7NzCiPuHRhFLWnzXIaXX3CxAz0nI5My9spHQ==",
+      "version": "3.973.20",
+      "resolved": "https://registry.npmjs.org/@aws-sdk/core/-/core-3.973.20.tgz",
+      "integrity": "sha512-i3GuX+lowD892F3IuJf8o6AbyDupMTdyTxQrCJGcn71ni5hTZ82L4nQhcdumxZ7XPJRJJVHS/CR3uYOIIs0PVA==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@aws-sdk/types": "^3.973.5",
-        "@aws-sdk/xml-builder": "^3.972.10",
-        "@smithy/core": "^3.23.9",
-        "@smithy/node-config-provider": "^4.3.11",
-        "@smithy/property-provider": "^4.2.11",
-        "@smithy/protocol-http": "^5.3.11",
-        "@smithy/signature-v4": "^5.3.11",
-        "@smithy/smithy-client": "^4.12.3",
-        "@smithy/types": "^4.13.0",
+        "@aws-sdk/types": "^3.973.6",
+        "@aws-sdk/xml-builder": "^3.972.11",
+        "@smithy/core": "^3.23.11",
+        "@smithy/node-config-provider": "^4.3.12",
+        "@smithy/property-provider": "^4.2.12",
+        "@smithy/protocol-http": "^5.3.12",
+        "@smithy/signature-v4": "^5.3.12",
+        "@smithy/smithy-client": "^4.12.5",
+        "@smithy/types": "^4.13.1",
         "@smithy/util-base64": "^4.3.2",
-        "@smithy/util-middleware": "^4.2.11",
+        "@smithy/util-middleware": "^4.2.12",
         "@smithy/util-utf8": "^4.2.2",
         "tslib": "^2.6.2"
       },
@@ -437,12 +437,12 @@
       }
     },
     "node_modules/@aws-sdk/crc64-nvme": {
-      "version": "3.972.4",
-      "resolved": "https://registry.npmjs.org/@aws-sdk/crc64-nvme/-/crc64-nvme-3.972.4.tgz",
-      "integrity": "sha512-HKZIZLbRyvzo/bXZU7Zmk6XqU+1C9DjI56xd02vwuDIxedxBEqP17t9ExhbP9QFeNq/a3l9GOcyirFXxmbDhmw==",
+      "version": "3.972.5",
+      "resolved": "https://registry.npmjs.org/@aws-sdk/crc64-nvme/-/crc64-nvme-3.972.5.tgz",
+      "integrity": "sha512-2VbTstbjKdT+yKi8m7b3a9CiVac+pL/IY2PHJwsaGkkHmuuqkJZIErPck1h6P3T9ghQMLSdMPyW6Qp7Di5swFg==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@smithy/types": "^4.13.0",
+        "@smithy/types": "^4.13.1",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -450,15 +450,15 @@
       }
     },
     "node_modules/@aws-sdk/credential-provider-env": {
-      "version": "3.972.17",
-      "resolved": "https://registry.npmjs.org/@aws-sdk/credential-provider-env/-/credential-provider-env-3.972.17.tgz",
-      "integrity": "sha512-MBAMW6YELzE1SdkOniqr51mrjapQUv8JXSGxtwRjQV0mwVDutVsn22OPAUt4RcLRvdiHQmNBDEFP9iTeSVCOlA==",
+      "version": "3.972.18",
+      "resolved": "https://registry.npmjs.org/@aws-sdk/credential-provider-env/-/credential-provider-env-3.972.18.tgz",
+      "integrity": "sha512-X0B8AlQY507i5DwjLByeU2Af4ARsl9Vr84koDcXCbAkplmU+1xBFWxEPrWRAoh56waBne/yJqEloSwvRf4x6XA==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@aws-sdk/core": "^3.973.19",
-        "@aws-sdk/types": "^3.973.5",
-        "@smithy/property-provider": "^4.2.11",
-        "@smithy/types": "^4.13.0",
+        "@aws-sdk/core": "^3.973.20",
+        "@aws-sdk/types": "^3.973.6",
+        "@smithy/property-provider": "^4.2.12",
+        "@smithy/types": "^4.13.1",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -466,20 +466,20 @@
       }
     },
     "node_modules/@aws-sdk/credential-provider-http": {
-      "version": "3.972.19",
-      "resolved": "https://registry.npmjs.org/@aws-sdk/credential-provider-http/-/credential-provider-http-3.972.19.tgz",
-      "integrity": "sha512-9EJROO8LXll5a7eUFqu48k6BChrtokbmgeMWmsH7lBb6lVbtjslUYz/ShLi+SHkYzTomiGBhmzTW7y+H4BxsnA==",
+      "version": "3.972.20",
+      "resolved": "https://registry.npmjs.org/@aws-sdk/credential-provider-http/-/credential-provider-http-3.972.20.tgz",
+      "integrity": "sha512-ey9Lelj001+oOfrbKmS6R2CJAiXX7QKY4Vj9VJv6L2eE6/VjD8DocHIoYqztTm70xDLR4E1jYPTKfIui+eRNDA==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@aws-sdk/core": "^3.973.19",
-        "@aws-sdk/types": "^3.973.5",
-        "@smithy/fetch-http-handler": "^5.3.13",
-        "@smithy/node-http-handler": "^4.4.14",
-        "@smithy/property-provider": "^4.2.11",
-        "@smithy/protocol-http": "^5.3.11",
-        "@smithy/smithy-client": "^4.12.3",
-        "@smithy/types": "^4.13.0",
-        "@smithy/util-stream": "^4.5.17",
+        "@aws-sdk/core": "^3.973.20",
+        "@aws-sdk/types": "^3.973.6",
+        "@smithy/fetch-http-handler": "^5.3.15",
+        "@smithy/node-http-handler": "^4.4.16",
+        "@smithy/property-provider": "^4.2.12",
+        "@smithy/protocol-http": "^5.3.12",
+        "@smithy/smithy-client": "^4.12.5",
+        "@smithy/types": "^4.13.1",
+        "@smithy/util-stream": "^4.5.19",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -487,24 +487,24 @@
       }
     },
     "node_modules/@aws-sdk/credential-provider-ini": {
-      "version": "3.972.18",
-      "resolved": "https://registry.npmjs.org/@aws-sdk/credential-provider-ini/-/credential-provider-ini-3.972.18.tgz",
-      "integrity": "sha512-vthIAXJISZnj2576HeyLBj4WTeX+I7PwWeRkbOa0mVX39K13SCGxCgOFuKj2ytm9qTlLOmXe4cdEnroteFtJfw==",
+      "version": "3.972.20",
+      "resolved": "https://registry.npmjs.org/@aws-sdk/credential-provider-ini/-/credential-provider-ini-3.972.20.tgz",
+      "integrity": "sha512-5flXSnKHMloObNF+9N0cupKegnH1Z37cdVlpETVgx8/rAhCe+VNlkcZH3HDg2SDn9bI765S+rhNPXGDJJPfbtA==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@aws-sdk/core": "^3.973.19",
-        "@aws-sdk/credential-provider-env": "^3.972.17",
-        "@aws-sdk/credential-provider-http": "^3.972.19",
-        "@aws-sdk/credential-provider-login": "^3.972.18",
-        "@aws-sdk/credential-provider-process": "^3.972.17",
-        "@aws-sdk/credential-provider-sso": "^3.972.18",
-        "@aws-sdk/credential-provider-web-identity": "^3.972.18",
-        "@aws-sdk/nested-clients": "^3.996.8",
-        "@aws-sdk/types": "^3.973.5",
-        "@smithy/credential-provider-imds": "^4.2.11",
-        "@smithy/property-provider": "^4.2.11",
-        "@smithy/shared-ini-file-loader": "^4.4.6",
-        "@smithy/types": "^4.13.0",
+        "@aws-sdk/core": "^3.973.20",
+        "@aws-sdk/credential-provider-env": "^3.972.18",
+        "@aws-sdk/credential-provider-http": "^3.972.20",
+        "@aws-sdk/credential-provider-login": "^3.972.20",
+        "@aws-sdk/credential-provider-process": "^3.972.18",
+        "@aws-sdk/credential-provider-sso": "^3.972.20",
+        "@aws-sdk/credential-provider-web-identity": "^3.972.20",
+        "@aws-sdk/nested-clients": "^3.996.10",
+        "@aws-sdk/types": "^3.973.6",
+        "@smithy/credential-provider-imds": "^4.2.12",
+        "@smithy/property-provider": "^4.2.12",
+        "@smithy/shared-ini-file-loader": "^4.4.7",
+        "@smithy/types": "^4.13.1",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -512,18 +512,18 @@
       }
     },
     "node_modules/@aws-sdk/credential-provider-login": {
-      "version": "3.972.18",
-      "resolved": "https://registry.npmjs.org/@aws-sdk/credential-provider-login/-/credential-provider-login-3.972.18.tgz",
-      "integrity": "sha512-kINzc5BBxdYBkPZ0/i1AMPMOk5b5QaFNbYMElVw5QTX13AKj6jcxnv/YNl9oW9mg+Y08ti19hh01HhyEAxsSJQ==",
+      "version": "3.972.20",
+      "resolved": "https://registry.npmjs.org/@aws-sdk/credential-provider-login/-/credential-provider-login-3.972.20.tgz",
+      "integrity": "sha512-gEWo54nfqp2jABMu6HNsjVC4hDLpg9HC8IKSJnp0kqWtxIJYHTmiLSsIfI4ScQjxEwpB+jOOH8dOLax1+hy/Hw==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@aws-sdk/core": "^3.973.19",
-        "@aws-sdk/nested-clients": "^3.996.8",
-        "@aws-sdk/types": "^3.973.5",
-        "@smithy/property-provider": "^4.2.11",
-        "@smithy/protocol-http": "^5.3.11",
-        "@smithy/shared-ini-file-loader": "^4.4.6",
-        "@smithy/types": "^4.13.0",
+        "@aws-sdk/core": "^3.973.20",
+        "@aws-sdk/nested-clients": "^3.996.10",
+        "@aws-sdk/types": "^3.973.6",
+        "@smithy/property-provider": "^4.2.12",
+        "@smithy/protocol-http": "^5.3.12",
+        "@smithy/shared-ini-file-loader": "^4.4.7",
+        "@smithy/types": "^4.13.1",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -531,22 +531,22 @@
       }
     },
     "node_modules/@aws-sdk/credential-provider-node": {
-      "version": "3.972.19",
-      "resolved": "https://registry.npmjs.org/@aws-sdk/credential-provider-node/-/credential-provider-node-3.972.19.tgz",
-      "integrity": "sha512-yDWQ9dFTr+IMxwanFe7+tbN5++q8psZBjlUwOiCXn1EzANoBgtqBwcpYcHaMGtn0Wlfj4NuXdf2JaEx1lz5RaQ==",
+      "version": "3.972.21",
+      "resolved": "https://registry.npmjs.org/@aws-sdk/credential-provider-node/-/credential-provider-node-3.972.21.tgz",
+      "integrity": "sha512-hah8if3/B/Q+LBYN5FukyQ1Mym6PLPDsBOBsIgNEYD6wLyZg0UmUF/OKIVC3nX9XH8TfTPuITK+7N/jenVACWA==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@aws-sdk/credential-provider-env": "^3.972.17",
-        "@aws-sdk/credential-provider-http": "^3.972.19",
-        "@aws-sdk/credential-provider-ini": "^3.972.18",
-        "@aws-sdk/credential-provider-process": "^3.972.17",
-        "@aws-sdk/credential-provider-sso": "^3.972.18",
-        "@aws-sdk/credential-provider-web-identity": "^3.972.18",
-        "@aws-sdk/types": "^3.973.5",
-        "@smithy/credential-provider-imds": "^4.2.11",
-        "@smithy/property-provider": "^4.2.11",
-        "@smithy/shared-ini-file-loader": "^4.4.6",
-        "@smithy/types": "^4.13.0",
+        "@aws-sdk/credential-provider-env": "^3.972.18",
+        "@aws-sdk/credential-provider-http": "^3.972.20",
+        "@aws-sdk/credential-provider-ini": "^3.972.20",
+        "@aws-sdk/credential-provider-process": "^3.972.18",
+        "@aws-sdk/credential-provider-sso": "^3.972.20",
+        "@aws-sdk/credential-provider-web-identity": "^3.972.20",
+        "@aws-sdk/types": "^3.973.6",
+        "@smithy/credential-provider-imds": "^4.2.12",
+        "@smithy/property-provider": "^4.2.12",
+        "@smithy/shared-ini-file-loader": "^4.4.7",
+        "@smithy/types": "^4.13.1",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -554,16 +554,16 @@
       }
     },
     "node_modules/@aws-sdk/credential-provider-process": {
-      "version": "3.972.17",
-      "resolved": "https://registry.npmjs.org/@aws-sdk/credential-provider-process/-/credential-provider-process-3.972.17.tgz",
-      "integrity": "sha512-c8G8wT1axpJDgaP3xzcy+q8Y1fTi9A2eIQJvyhQ9xuXrUZhlCfXbC0vM9bM1CUXiZppFQ1p7g0tuUMvil/gCPg==",
+      "version": "3.972.18",
+      "resolved": "https://registry.npmjs.org/@aws-sdk/credential-provider-process/-/credential-provider-process-3.972.18.tgz",
+      "integrity": "sha512-Tpl7SRaPoOLT32jbTWchPsn52hYYgJ0kpiFgnwk8pxTANQdUymVSZkzFvv1+oOgZm1CrbQUP9MBeoMZ9IzLZjA==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@aws-sdk/core": "^3.973.19",
-        "@aws-sdk/types": "^3.973.5",
-        "@smithy/property-provider": "^4.2.11",
-        "@smithy/shared-ini-file-loader": "^4.4.6",
-        "@smithy/types": "^4.13.0",
+        "@aws-sdk/core": "^3.973.20",
+        "@aws-sdk/types": "^3.973.6",
+        "@smithy/property-provider": "^4.2.12",
+        "@smithy/shared-ini-file-loader": "^4.4.7",
+        "@smithy/types": "^4.13.1",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -571,18 +571,18 @@
       }
     },
     "node_modules/@aws-sdk/credential-provider-sso": {
-      "version": "3.972.18",
-      "resolved": "https://registry.npmjs.org/@aws-sdk/credential-provider-sso/-/credential-provider-sso-3.972.18.tgz",
-      "integrity": "sha512-YHYEfj5S2aqInRt5ub8nDOX8vAxgMvd84wm2Y3WVNfFa/53vOv9T7WOAqXI25qjj3uEcV46xxfqdDQk04h5XQA==",
+      "version": "3.972.20",
+      "resolved": "https://registry.npmjs.org/@aws-sdk/credential-provider-sso/-/credential-provider-sso-3.972.20.tgz",
+      "integrity": "sha512-p+R+PYR5Z7Gjqf/6pvbCnzEHcqPCpLzR7Yf127HjJ6EAb4hUcD+qsNRnuww1sB/RmSeCLxyay8FMyqREw4p1RA==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@aws-sdk/core": "^3.973.19",
-        "@aws-sdk/nested-clients": "^3.996.8",
-        "@aws-sdk/token-providers": "3.1005.0",
-        "@aws-sdk/types": "^3.973.5",
-        "@smithy/property-provider": "^4.2.11",
-        "@smithy/shared-ini-file-loader": "^4.4.6",
-        "@smithy/types": "^4.13.0",
+        "@aws-sdk/core": "^3.973.20",
+        "@aws-sdk/nested-clients": "^3.996.10",
+        "@aws-sdk/token-providers": "3.1009.0",
+        "@aws-sdk/types": "^3.973.6",
+        "@smithy/property-provider": "^4.2.12",
+        "@smithy/shared-ini-file-loader": "^4.4.7",
+        "@smithy/types": "^4.13.1",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -590,17 +590,17 @@
       }
     },
     "node_modules/@aws-sdk/credential-provider-web-identity": {
-      "version": "3.972.18",
-      "resolved": "https://registry.npmjs.org/@aws-sdk/credential-provider-web-identity/-/credential-provider-web-identity-3.972.18.tgz",
-      "integrity": "sha512-OqlEQpJ+J3T5B96qtC1zLLwkBloechP+fezKbCH0sbd2cCc0Ra55XpxWpk/hRj69xAOYtHvoC4orx6eTa4zU7g==",
+      "version": "3.972.20",
+      "resolved": "https://registry.npmjs.org/@aws-sdk/credential-provider-web-identity/-/credential-provider-web-identity-3.972.20.tgz",
+      "integrity": "sha512-rWCmh8o7QY4CsUj63qopzMzkDq/yPpkrpb+CnjBEFSOg/02T/we7sSTVg4QsDiVS9uwZ8VyONhq98qt+pIh3KA==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@aws-sdk/core": "^3.973.19",
-        "@aws-sdk/nested-clients": "^3.996.8",
-        "@aws-sdk/types": "^3.973.5",
-        "@smithy/property-provider": "^4.2.11",
-        "@smithy/shared-ini-file-loader": "^4.4.6",
-        "@smithy/types": "^4.13.0",
+        "@aws-sdk/core": "^3.973.20",
+        "@aws-sdk/nested-clients": "^3.996.10",
+        "@aws-sdk/types": "^3.973.6",
+        "@smithy/property-provider": "^4.2.12",
+        "@smithy/shared-ini-file-loader": "^4.4.7",
+        "@smithy/types": "^4.13.1",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -608,16 +608,16 @@
       }
     },
     "node_modules/@aws-sdk/middleware-bucket-endpoint": {
-      "version": "3.972.7",
-      "resolved": "https://registry.npmjs.org/@aws-sdk/middleware-bucket-endpoint/-/middleware-bucket-endpoint-3.972.7.tgz",
-      "integrity": "sha512-goX+axlJ6PQlRnzE2bQisZ8wVrlm6dXJfBzMJhd8LhAIBan/w1Kl73fJnalM/S+18VnpzIHumyV6DtgmvqG5IA==",
+      "version": "3.972.8",
+      "resolved": "https://registry.npmjs.org/@aws-sdk/middleware-bucket-endpoint/-/middleware-bucket-endpoint-3.972.8.tgz",
+      "integrity": "sha512-WR525Rr2QJSETa9a050isktyWi/4yIGcmY3BQ1kpHqb0LqUglQHCS8R27dTJxxWNZvQ0RVGtEZjTCbZJpyF3Aw==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@aws-sdk/types": "^3.973.5",
+        "@aws-sdk/types": "^3.973.6",
         "@aws-sdk/util-arn-parser": "^3.972.3",
-        "@smithy/node-config-provider": "^4.3.11",
-        "@smithy/protocol-http": "^5.3.11",
-        "@smithy/types": "^4.13.0",
+        "@smithy/node-config-provider": "^4.3.12",
+        "@smithy/protocol-http": "^5.3.12",
+        "@smithy/types": "^4.13.1",
         "@smithy/util-config-provider": "^4.2.2",
         "tslib": "^2.6.2"
       },
@@ -626,14 +626,14 @@
       }
     },
     "node_modules/@aws-sdk/middleware-expect-continue": {
-      "version": "3.972.7",
-      "resolved": "https://registry.npmjs.org/@aws-sdk/middleware-expect-continue/-/middleware-expect-continue-3.972.7.tgz",
-      "integrity": "sha512-mvWqvm61bmZUKmmrtl2uWbokqpenY3Mc3Jf4nXB/Hse6gWxLPaCQThmhPBDzsPSV8/Odn8V6ovWt3pZ7vy4BFQ==",
+      "version": "3.972.8",
+      "resolved": "https://registry.npmjs.org/@aws-sdk/middleware-expect-continue/-/middleware-expect-continue-3.972.8.tgz",
+      "integrity": "sha512-5DTBTiotEES1e2jOHAq//zyzCjeMB78lEHd35u15qnrid4Nxm7diqIf9fQQ3Ov0ChH1V3Vvt13thOnrACmfGVQ==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@aws-sdk/types": "^3.973.5",
-        "@smithy/protocol-http": "^5.3.11",
-        "@smithy/types": "^4.13.0",
+        "@aws-sdk/types": "^3.973.6",
+        "@smithy/protocol-http": "^5.3.12",
+        "@smithy/types": "^4.13.1",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -641,23 +641,23 @@
       }
     },
     "node_modules/@aws-sdk/middleware-flexible-checksums": {
-      "version": "3.973.5",
-      "resolved": "https://registry.npmjs.org/@aws-sdk/middleware-flexible-checksums/-/middleware-flexible-checksums-3.973.5.tgz",
-      "integrity": "sha512-Dp3hqE5W6hG8HQ3Uh+AINx9wjjqYmFHbxede54sGj3akx/haIQrkp85lNdTdC+ouNUcSYNiuGkzmyDREfHX1Gg==",
+      "version": "3.974.0",
+      "resolved": "https://registry.npmjs.org/@aws-sdk/middleware-flexible-checksums/-/middleware-flexible-checksums-3.974.0.tgz",
+      "integrity": "sha512-BmdDjqvnuYaC4SY7ypHLXfCSsGYGUZkjCLSZyUAAYn1YT28vbNMJNDwhlfkvvE+hQHG5RJDlEmYuvBxcB9jX1g==",
       "license": "Apache-2.0",
       "dependencies": {
         "@aws-crypto/crc32": "5.2.0",
         "@aws-crypto/crc32c": "5.2.0",
         "@aws-crypto/util": "5.2.0",
-        "@aws-sdk/core": "^3.973.19",
-        "@aws-sdk/crc64-nvme": "^3.972.4",
-        "@aws-sdk/types": "^3.973.5",
+        "@aws-sdk/core": "^3.973.20",
+        "@aws-sdk/crc64-nvme": "^3.972.5",
+        "@aws-sdk/types": "^3.973.6",
         "@smithy/is-array-buffer": "^4.2.2",
-        "@smithy/node-config-provider": "^4.3.11",
-        "@smithy/protocol-http": "^5.3.11",
-        "@smithy/types": "^4.13.0",
-        "@smithy/util-middleware": "^4.2.11",
-        "@smithy/util-stream": "^4.5.17",
+        "@smithy/node-config-provider": "^4.3.12",
+        "@smithy/protocol-http": "^5.3.12",
+        "@smithy/types": "^4.13.1",
+        "@smithy/util-middleware": "^4.2.12",
+        "@smithy/util-stream": "^4.5.19",
         "@smithy/util-utf8": "^4.2.2",
         "tslib": "^2.6.2"
       },
@@ -666,14 +666,14 @@
       }
     },
     "node_modules/@aws-sdk/middleware-host-header": {
-      "version": "3.972.7",
-      "resolved": "https://registry.npmjs.org/@aws-sdk/middleware-host-header/-/middleware-host-header-3.972.7.tgz",
-      "integrity": "sha512-aHQZgztBFEpDU1BB00VWCIIm85JjGjQW1OG9+98BdmaOpguJvzmXBGbnAiYcciCd+IS4e9BEq664lhzGnWJHgQ==",
+      "version": "3.972.8",
+      "resolved": "https://registry.npmjs.org/@aws-sdk/middleware-host-header/-/middleware-host-header-3.972.8.tgz",
+      "integrity": "sha512-wAr2REfKsqoKQ+OkNqvOShnBoh+nkPurDKW7uAeVSu6kUECnWlSJiPvnoqxGlfousEY/v9LfS9sNc46hjSYDIQ==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@aws-sdk/types": "^3.973.5",
-        "@smithy/protocol-http": "^5.3.11",
-        "@smithy/types": "^4.13.0",
+        "@aws-sdk/types": "^3.973.6",
+        "@smithy/protocol-http": "^5.3.12",
+        "@smithy/types": "^4.13.1",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -681,13 +681,13 @@
       }
     },
     "node_modules/@aws-sdk/middleware-location-constraint": {
-      "version": "3.972.7",
-      "resolved": "https://registry.npmjs.org/@aws-sdk/middleware-location-constraint/-/middleware-location-constraint-3.972.7.tgz",
-      "integrity": "sha512-vdK1LJfffBp87Lj0Bw3WdK1rJk9OLDYdQpqoKgmpIZPe+4+HawZ6THTbvjhJt4C4MNnRrHTKHQjkwBiIpDBoig==",
+      "version": "3.972.8",
+      "resolved": "https://registry.npmjs.org/@aws-sdk/middleware-location-constraint/-/middleware-location-constraint-3.972.8.tgz",
+      "integrity": "sha512-KaUoFuoFPziIa98DSQsTPeke1gvGXlc5ZGMhy+b+nLxZ4A7jmJgLzjEF95l8aOQN2T/qlPP3MrAyELm8ExXucw==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@aws-sdk/types": "^3.973.5",
-        "@smithy/types": "^4.13.0",
+        "@aws-sdk/types": "^3.973.6",
+        "@smithy/types": "^4.13.1",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -695,13 +695,13 @@
       }
     },
     "node_modules/@aws-sdk/middleware-logger": {
-      "version": "3.972.7",
-      "resolved": "https://registry.npmjs.org/@aws-sdk/middleware-logger/-/middleware-logger-3.972.7.tgz",
-      "integrity": "sha512-LXhiWlWb26txCU1vcI9PneESSeRp/RYY/McuM4SpdrimQR5NgwaPb4VJCadVeuGWgh6QmqZ6rAKSoL1ob16W6w==",
+      "version": "3.972.8",
+      "resolved": "https://registry.npmjs.org/@aws-sdk/middleware-logger/-/middleware-logger-3.972.8.tgz",
+      "integrity": "sha512-CWl5UCM57WUFaFi5kB7IBY1UmOeLvNZAZ2/OZ5l20ldiJ3TiIz1pC65gYj8X0BCPWkeR1E32mpsCk1L1I4n+lA==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@aws-sdk/types": "^3.973.5",
-        "@smithy/types": "^4.13.0",
+        "@aws-sdk/types": "^3.973.6",
+        "@smithy/types": "^4.13.1",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -709,15 +709,15 @@
       }
     },
     "node_modules/@aws-sdk/middleware-recursion-detection": {
-      "version": "3.972.7",
-      "resolved": "https://registry.npmjs.org/@aws-sdk/middleware-recursion-detection/-/middleware-recursion-detection-3.972.7.tgz",
-      "integrity": "sha512-l2VQdcBcYLzIzykCHtXlbpiVCZ94/xniLIkAj0jpnpjY4xlgZx7f56Ypn+uV1y3gG0tNVytJqo3K9bfMFee7SQ==",
+      "version": "3.972.8",
+      "resolved": "https://registry.npmjs.org/@aws-sdk/middleware-recursion-detection/-/middleware-recursion-detection-3.972.8.tgz",
+      "integrity": "sha512-BnnvYs2ZEpdlmZ2PNlV2ZyQ8j8AEkMTjN79y/YA475ER1ByFYrkVR85qmhni8oeTaJcDqbx364wDpitDAA/wCA==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@aws-sdk/types": "^3.973.5",
+        "@aws-sdk/types": "^3.973.6",
         "@aws/lambda-invoke-store": "^0.2.2",
-        "@smithy/protocol-http": "^5.3.11",
-        "@smithy/types": "^4.13.0",
+        "@smithy/protocol-http": "^5.3.12",
+        "@smithy/types": "^4.13.1",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -725,23 +725,23 @@
       }
     },
     "node_modules/@aws-sdk/middleware-sdk-s3": {
-      "version": "3.972.19",
-      "resolved": "https://registry.npmjs.org/@aws-sdk/middleware-sdk-s3/-/middleware-sdk-s3-3.972.19.tgz",
-      "integrity": "sha512-/CtOHHVFg4ZuN6CnLnYkrqWgVEnbOBC4kNiKa+4fldJ9cioDt3dD/f5vpq0cWLOXwmGL2zgVrVxNhjxWpxNMkg==",
+      "version": "3.972.20",
+      "resolved": "https://registry.npmjs.org/@aws-sdk/middleware-sdk-s3/-/middleware-sdk-s3-3.972.20.tgz",
+      "integrity": "sha512-yhva/xL5H4tWQgsBjwV+RRD0ByCzg0TcByDCLp3GXdn/wlyRNfy8zsswDtCvr1WSKQkSQYlyEzPuWkJG0f5HvQ==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@aws-sdk/core": "^3.973.19",
-        "@aws-sdk/types": "^3.973.5",
+        "@aws-sdk/core": "^3.973.20",
+        "@aws-sdk/types": "^3.973.6",
         "@aws-sdk/util-arn-parser": "^3.972.3",
-        "@smithy/core": "^3.23.9",
-        "@smithy/node-config-provider": "^4.3.11",
-        "@smithy/protocol-http": "^5.3.11",
-        "@smithy/signature-v4": "^5.3.11",
-        "@smithy/smithy-client": "^4.12.3",
-        "@smithy/types": "^4.13.0",
+        "@smithy/core": "^3.23.11",
+        "@smithy/node-config-provider": "^4.3.12",
+        "@smithy/protocol-http": "^5.3.12",
+        "@smithy/signature-v4": "^5.3.12",
+        "@smithy/smithy-client": "^4.12.5",
+        "@smithy/types": "^4.13.1",
         "@smithy/util-config-provider": "^4.2.2",
-        "@smithy/util-middleware": "^4.2.11",
-        "@smithy/util-stream": "^4.5.17",
+        "@smithy/util-middleware": "^4.2.12",
+        "@smithy/util-stream": "^4.5.19",
         "@smithy/util-utf8": "^4.2.2",
         "tslib": "^2.6.2"
       },
@@ -750,13 +750,13 @@
       }
     },
     "node_modules/@aws-sdk/middleware-ssec": {
-      "version": "3.972.7",
-      "resolved": "https://registry.npmjs.org/@aws-sdk/middleware-ssec/-/middleware-ssec-3.972.7.tgz",
-      "integrity": "sha512-G9clGVuAml7d8DYzY6DnRi7TIIDRvZ3YpqJPz/8wnWS5fYx/FNWNmkO6iJVlVkQg9BfeMzd+bVPtPJOvC4B+nQ==",
+      "version": "3.972.8",
+      "resolved": "https://registry.npmjs.org/@aws-sdk/middleware-ssec/-/middleware-ssec-3.972.8.tgz",
+      "integrity": "sha512-wqlK0yO/TxEC2UsY9wIlqeeutF6jjLe0f96Pbm40XscTo57nImUk9lBcw0dPgsm0sppFtAkSlDrfpK+pC30Wqw==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@aws-sdk/types": "^3.973.5",
-        "@smithy/types": "^4.13.0",
+        "@aws-sdk/types": "^3.973.6",
+        "@smithy/types": "^4.13.1",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -764,18 +764,18 @@
       }
     },
     "node_modules/@aws-sdk/middleware-user-agent": {
-      "version": "3.972.20",
-      "resolved": "https://registry.npmjs.org/@aws-sdk/middleware-user-agent/-/middleware-user-agent-3.972.20.tgz",
-      "integrity": "sha512-3kNTLtpUdeahxtnJRnj/oIdLAUdzTfr9N40KtxNhtdrq+Q1RPMdCJINRXq37m4t5+r3H70wgC3opW46OzFcZYA==",
+      "version": "3.972.21",
+      "resolved": "https://registry.npmjs.org/@aws-sdk/middleware-user-agent/-/middleware-user-agent-3.972.21.tgz",
+      "integrity": "sha512-62XRl1GDYPpkt7cx1AX1SPy9wgNE9Iw/NPuurJu4lmhCWS7sGKO+kS53TQ8eRmIxy3skmvNInnk0ZbWrU5Dpyg==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@aws-sdk/core": "^3.973.19",
-        "@aws-sdk/types": "^3.973.5",
-        "@aws-sdk/util-endpoints": "^3.996.4",
-        "@smithy/core": "^3.23.9",
-        "@smithy/protocol-http": "^5.3.11",
-        "@smithy/types": "^4.13.0",
-        "@smithy/util-retry": "^4.2.11",
+        "@aws-sdk/core": "^3.973.20",
+        "@aws-sdk/types": "^3.973.6",
+        "@aws-sdk/util-endpoints": "^3.996.5",
+        "@smithy/core": "^3.23.11",
+        "@smithy/protocol-http": "^5.3.12",
+        "@smithy/types": "^4.13.1",
+        "@smithy/util-retry": "^4.2.12",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -783,47 +783,47 @@
       }
     },
     "node_modules/@aws-sdk/nested-clients": {
-      "version": "3.996.8",
-      "resolved": "https://registry.npmjs.org/@aws-sdk/nested-clients/-/nested-clients-3.996.8.tgz",
-      "integrity": "sha512-6HlLm8ciMW8VzfB80kfIx16PBA9lOa9Dl+dmCBi78JDhvGlx3I7Rorwi5PpVRkL31RprXnYna3yBf6UKkD/PqA==",
+      "version": "3.996.10",
+      "resolved": "https://registry.npmjs.org/@aws-sdk/nested-clients/-/nested-clients-3.996.10.tgz",
+      "integrity": "sha512-SlDol5Z+C7Ivnc2rKGqiqfSUmUZzY1qHfVs9myt/nxVwswgfpjdKahyTzLTx802Zfq0NFRs7AejwKzzzl5Co2w==",
       "license": "Apache-2.0",
       "dependencies": {
         "@aws-crypto/sha256-browser": "5.2.0",
         "@aws-crypto/sha256-js": "5.2.0",
-        "@aws-sdk/core": "^3.973.19",
-        "@aws-sdk/middleware-host-header": "^3.972.7",
-        "@aws-sdk/middleware-logger": "^3.972.7",
-        "@aws-sdk/middleware-recursion-detection": "^3.972.7",
-        "@aws-sdk/middleware-user-agent": "^3.972.20",
-        "@aws-sdk/region-config-resolver": "^3.972.7",
-        "@aws-sdk/types": "^3.973.5",
-        "@aws-sdk/util-endpoints": "^3.996.4",
-        "@aws-sdk/util-user-agent-browser": "^3.972.7",
-        "@aws-sdk/util-user-agent-node": "^3.973.5",
-        "@smithy/config-resolver": "^4.4.10",
-        "@smithy/core": "^3.23.9",
-        "@smithy/fetch-http-handler": "^5.3.13",
-        "@smithy/hash-node": "^4.2.11",
-        "@smithy/invalid-dependency": "^4.2.11",
-        "@smithy/middleware-content-length": "^4.2.11",
-        "@smithy/middleware-endpoint": "^4.4.23",
-        "@smithy/middleware-retry": "^4.4.40",
-        "@smithy/middleware-serde": "^4.2.12",
-        "@smithy/middleware-stack": "^4.2.11",
-        "@smithy/node-config-provider": "^4.3.11",
-        "@smithy/node-http-handler": "^4.4.14",
-        "@smithy/protocol-http": "^5.3.11",
-        "@smithy/smithy-client": "^4.12.3",
-        "@smithy/types": "^4.13.0",
-        "@smithy/url-parser": "^4.2.11",
+        "@aws-sdk/core": "^3.973.20",
+        "@aws-sdk/middleware-host-header": "^3.972.8",
+        "@aws-sdk/middleware-logger": "^3.972.8",
+        "@aws-sdk/middleware-recursion-detection": "^3.972.8",
+        "@aws-sdk/middleware-user-agent": "^3.972.21",
+        "@aws-sdk/region-config-resolver": "^3.972.8",
+        "@aws-sdk/types": "^3.973.6",
+        "@aws-sdk/util-endpoints": "^3.996.5",
+        "@aws-sdk/util-user-agent-browser": "^3.972.8",
+        "@aws-sdk/util-user-agent-node": "^3.973.7",
+        "@smithy/config-resolver": "^4.4.11",
+        "@smithy/core": "^3.23.11",
+        "@smithy/fetch-http-handler": "^5.3.15",
+        "@smithy/hash-node": "^4.2.12",
+        "@smithy/invalid-dependency": "^4.2.12",
+        "@smithy/middleware-content-length": "^4.2.12",
+        "@smithy/middleware-endpoint": "^4.4.25",
+        "@smithy/middleware-retry": "^4.4.42",
+        "@smithy/middleware-serde": "^4.2.14",
+        "@smithy/middleware-stack": "^4.2.12",
+        "@smithy/node-config-provider": "^4.3.12",
+        "@smithy/node-http-handler": "^4.4.16",
+        "@smithy/protocol-http": "^5.3.12",
+        "@smithy/smithy-client": "^4.12.5",
+        "@smithy/types": "^4.13.1",
+        "@smithy/url-parser": "^4.2.12",
         "@smithy/util-base64": "^4.3.2",
         "@smithy/util-body-length-browser": "^4.2.2",
         "@smithy/util-body-length-node": "^4.2.3",
-        "@smithy/util-defaults-mode-browser": "^4.3.39",
-        "@smithy/util-defaults-mode-node": "^4.2.42",
-        "@smithy/util-endpoints": "^3.3.2",
-        "@smithy/util-middleware": "^4.2.11",
-        "@smithy/util-retry": "^4.2.11",
+        "@smithy/util-defaults-mode-browser": "^4.3.41",
+        "@smithy/util-defaults-mode-node": "^4.2.44",
+        "@smithy/util-endpoints": "^3.3.3",
+        "@smithy/util-middleware": "^4.2.12",
+        "@smithy/util-retry": "^4.2.12",
         "@smithy/util-utf8": "^4.2.2",
         "tslib": "^2.6.2"
       },
@@ -832,15 +832,15 @@
       }
     },
     "node_modules/@aws-sdk/region-config-resolver": {
-      "version": "3.972.7",
-      "resolved": "https://registry.npmjs.org/@aws-sdk/region-config-resolver/-/region-config-resolver-3.972.7.tgz",
-      "integrity": "sha512-/Ev/6AI8bvt4HAAptzSjThGUMjcWaX3GX8oERkB0F0F9x2dLSBdgFDiyrRz3i0u0ZFZFQ1b28is4QhyqXTUsVA==",
+      "version": "3.972.8",
+      "resolved": "https://registry.npmjs.org/@aws-sdk/region-config-resolver/-/region-config-resolver-3.972.8.tgz",
+      "integrity": "sha512-1eD4uhTDeambO/PNIDVG19A6+v4NdD7xzwLHDutHsUqz0B+i661MwQB2eYO4/crcCvCiQG4SRm1k81k54FEIvw==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@aws-sdk/types": "^3.973.5",
-        "@smithy/config-resolver": "^4.4.10",
-        "@smithy/node-config-provider": "^4.3.11",
-        "@smithy/types": "^4.13.0",
+        "@aws-sdk/types": "^3.973.6",
+        "@smithy/config-resolver": "^4.4.11",
+        "@smithy/node-config-provider": "^4.3.12",
+        "@smithy/types": "^4.13.1",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -848,16 +848,16 @@
       }
     },
     "node_modules/@aws-sdk/signature-v4-multi-region": {
-      "version": "3.996.7",
-      "resolved": "https://registry.npmjs.org/@aws-sdk/signature-v4-multi-region/-/signature-v4-multi-region-3.996.7.tgz",
-      "integrity": "sha512-mYhh7FY+7OOqjkYkd6+6GgJOsXK1xBWmuR+c5mxJPj2kr5TBNeZq+nUvE9kANWAux5UxDVrNOSiEM/wlHzC3Lg==",
+      "version": "3.996.8",
+      "resolved": "https://registry.npmjs.org/@aws-sdk/signature-v4-multi-region/-/signature-v4-multi-region-3.996.8.tgz",
+      "integrity": "sha512-n1qYFD+tbqZuyskVaxUE+t10AUz9g3qzDw3Tp6QZDKmqsjfDmZBd4GIk2EKJJNtcCBtE5YiUjDYA+3djFAFBBg==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@aws-sdk/middleware-sdk-s3": "^3.972.19",
-        "@aws-sdk/types": "^3.973.5",
-        "@smithy/protocol-http": "^5.3.11",
-        "@smithy/signature-v4": "^5.3.11",
-        "@smithy/types": "^4.13.0",
+        "@aws-sdk/middleware-sdk-s3": "^3.972.20",
+        "@aws-sdk/types": "^3.973.6",
+        "@smithy/protocol-http": "^5.3.12",
+        "@smithy/signature-v4": "^5.3.12",
+        "@smithy/types": "^4.13.1",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -865,17 +865,17 @@
       }
     },
     "node_modules/@aws-sdk/token-providers": {
-      "version": "3.1005.0",
-      "resolved": "https://registry.npmjs.org/@aws-sdk/token-providers/-/token-providers-3.1005.0.tgz",
-      "integrity": "sha512-vMxd+ivKqSxU9bHx5vmAlFKDAkjGotFU56IOkDa5DaTu1WWwbcse0yFHEm9I537oVvodaiwMl3VBwgHfzQ2rvw==",
+      "version": "3.1009.0",
+      "resolved": "https://registry.npmjs.org/@aws-sdk/token-providers/-/token-providers-3.1009.0.tgz",
+      "integrity": "sha512-KCPLuTqN9u0Rr38Arln78fRG9KXpzsPWmof+PZzfAHMMQq2QED6YjQrkrfiH7PDefLWEposY1o4/eGwrmKA4JA==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@aws-sdk/core": "^3.973.19",
-        "@aws-sdk/nested-clients": "^3.996.8",
-        "@aws-sdk/types": "^3.973.5",
-        "@smithy/property-provider": "^4.2.11",
-        "@smithy/shared-ini-file-loader": "^4.4.6",
-        "@smithy/types": "^4.13.0",
+        "@aws-sdk/core": "^3.973.20",
+        "@aws-sdk/nested-clients": "^3.996.10",
+        "@aws-sdk/types": "^3.973.6",
+        "@smithy/property-provider": "^4.2.12",
+        "@smithy/shared-ini-file-loader": "^4.4.7",
+        "@smithy/types": "^4.13.1",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -883,12 +883,12 @@
       }
     },
     "node_modules/@aws-sdk/types": {
-      "version": "3.973.5",
-      "resolved": "https://registry.npmjs.org/@aws-sdk/types/-/types-3.973.5.tgz",
-      "integrity": "sha512-hl7BGwDCWsjH8NkZfx+HgS7H2LyM2lTMAI7ba9c8O0KqdBLTdNJivsHpqjg9rNlAlPyREb6DeDRXUl0s8uFdmQ==",
+      "version": "3.973.6",
+      "resolved": "https://registry.npmjs.org/@aws-sdk/types/-/types-3.973.6.tgz",
+      "integrity": "sha512-Atfcy4E++beKtwJHiDln2Nby8W/mam64opFPTiHEqgsthqeydFS1pY+OUlN1ouNOmf8ArPU/6cDS65anOP3KQw==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@smithy/types": "^4.13.0",
+        "@smithy/types": "^4.13.1",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -908,15 +908,15 @@
       }
     },
     "node_modules/@aws-sdk/util-endpoints": {
-      "version": "3.996.4",
-      "resolved": "https://registry.npmjs.org/@aws-sdk/util-endpoints/-/util-endpoints-3.996.4.tgz",
-      "integrity": "sha512-Hek90FBmd4joCFj+Vc98KLJh73Zqj3s2W56gjAcTkrNLMDI5nIFkG9YpfcJiVI1YlE2Ne1uOQNe+IgQ/Vz2XRA==",
+      "version": "3.996.5",
+      "resolved": "https://registry.npmjs.org/@aws-sdk/util-endpoints/-/util-endpoints-3.996.5.tgz",
+      "integrity": "sha512-Uh93L5sXFNbyR5sEPMzUU8tJ++Ku97EY4udmC01nB8Zu+xfBPwpIwJ6F7snqQeq8h2pf+8SGN5/NoytfKgYPIw==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@aws-sdk/types": "^3.973.5",
-        "@smithy/types": "^4.13.0",
-        "@smithy/url-parser": "^4.2.11",
-        "@smithy/util-endpoints": "^3.3.2",
+        "@aws-sdk/types": "^3.973.6",
+        "@smithy/types": "^4.13.1",
+        "@smithy/url-parser": "^4.2.12",
+        "@smithy/util-endpoints": "^3.3.3",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -936,27 +936,28 @@
       }
     },
     "node_modules/@aws-sdk/util-user-agent-browser": {
-      "version": "3.972.7",
-      "resolved": "https://registry.npmjs.org/@aws-sdk/util-user-agent-browser/-/util-user-agent-browser-3.972.7.tgz",
-      "integrity": "sha512-7SJVuvhKhMF/BkNS1n0QAJYgvEwYbK2QLKBrzDiwQGiTRU6Yf1f3nehTzm/l21xdAOtWSfp2uWSddPnP2ZtsVw==",
+      "version": "3.972.8",
+      "resolved": "https://registry.npmjs.org/@aws-sdk/util-user-agent-browser/-/util-user-agent-browser-3.972.8.tgz",
+      "integrity": "sha512-B3KGXJviV2u6Cdw2SDY2aDhoJkVfY/Q/Trwk2CMSkikE1Oi6gRzxhvhIfiRpHfmIsAhV4EA54TVEX8K6CbHbkA==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@aws-sdk/types": "^3.973.5",
-        "@smithy/types": "^4.13.0",
+        "@aws-sdk/types": "^3.973.6",
+        "@smithy/types": "^4.13.1",
         "bowser": "^2.11.0",
         "tslib": "^2.6.2"
       }
     },
     "node_modules/@aws-sdk/util-user-agent-node": {
-      "version": "3.973.5",
-      "resolved": "https://registry.npmjs.org/@aws-sdk/util-user-agent-node/-/util-user-agent-node-3.973.5.tgz",
-      "integrity": "sha512-Dyy38O4GeMk7UQ48RupfHif//gqnOPbq/zlvRssc11E2mClT+aUfc3VS2yD8oLtzqO3RsqQ9I3gOBB4/+HjPOw==",
+      "version": "3.973.7",
+      "resolved": "https://registry.npmjs.org/@aws-sdk/util-user-agent-node/-/util-user-agent-node-3.973.7.tgz",
+      "integrity": "sha512-Hz6EZMUAEzqUd7e+vZ9LE7mn+5gMbxltXy18v+YSFY+9LBJz15wkNZvw5JqfX3z0FS9n3bgUtz3L5rAsfh4YlA==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@aws-sdk/middleware-user-agent": "^3.972.20",
-        "@aws-sdk/types": "^3.973.5",
-        "@smithy/node-config-provider": "^4.3.11",
-        "@smithy/types": "^4.13.0",
+        "@aws-sdk/middleware-user-agent": "^3.972.21",
+        "@aws-sdk/types": "^3.973.6",
+        "@smithy/node-config-provider": "^4.3.12",
+        "@smithy/types": "^4.13.1",
+        "@smithy/util-config-provider": "^4.2.2",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -972,12 +973,12 @@
       }
     },
     "node_modules/@aws-sdk/xml-builder": {
-      "version": "3.972.10",
-      "resolved": "https://registry.npmjs.org/@aws-sdk/xml-builder/-/xml-builder-3.972.10.tgz",
-      "integrity": "sha512-OnejAIVD+CxzyAUrVic7lG+3QRltyja9LoNqCE/1YVs8ichoTbJlVSaZ9iSMcnHLyzrSNtvaOGjSDRP+d/ouFA==",
+      "version": "3.972.11",
+      "resolved": "https://registry.npmjs.org/@aws-sdk/xml-builder/-/xml-builder-3.972.11.tgz",
+      "integrity": "sha512-iitV/gZKQMvY9d7ovmyFnFuTHbBAtrmLnvaSb/3X8vOKyevwtpmEtyc8AdhVWZe0pI/1GsHxlEvQeOePFzy7KQ==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@smithy/types": "^4.13.0",
+        "@smithy/types": "^4.13.1",
         "fast-xml-parser": "5.4.1",
         "tslib": "^2.6.2"
       },
@@ -986,9 +987,9 @@
       }
     },
     "node_modules/@aws/lambda-invoke-store": {
-      "version": "0.2.3",
-      "resolved": "https://registry.npmjs.org/@aws/lambda-invoke-store/-/lambda-invoke-store-0.2.3.tgz",
-      "integrity": "sha512-oLvsaPMTBejkkmHhjf09xTgk71mOqyr/409NKhRIL08If7AhVfUsJhVsx386uJaqNd42v9kWamQ9lFbkoC2dYw==",
+      "version": "0.2.4",
+      "resolved": "https://registry.npmjs.org/@aws/lambda-invoke-store/-/lambda-invoke-store-0.2.4.tgz",
+      "integrity": "sha512-iY8yvjE0y651BixKNPgmv1WrQc+GZ142sb0z4gYnChDDY2YqI4P/jsSopBWrKfAt7LOJAkOXt7rC/hms+WclQQ==",
       "license": "Apache-2.0",
       "engines": {
         "node": ">=18.0.0"
@@ -5764,12 +5765,12 @@
       }
     },
     "node_modules/@smithy/abort-controller": {
-      "version": "4.2.11",
-      "resolved": "https://registry.npmjs.org/@smithy/abort-controller/-/abort-controller-4.2.11.tgz",
-      "integrity": "sha512-Hj4WoYWMJnSpM6/kchsm4bUNTL9XiSyhvoMb2KIq4VJzyDt7JpGHUZHkVNPZVC7YE1tf8tPeVauxpFBKGW4/KQ==",
+      "version": "4.2.12",
+      "resolved": "https://registry.npmjs.org/@smithy/abort-controller/-/abort-controller-4.2.12.tgz",
+      "integrity": "sha512-xolrFw6b+2iYGl6EcOL7IJY71vvyZ0DJ3mcKtpykqPe2uscwtzDZJa1uVQXyP7w9Dd+kGwYnPbMsJrGISKiY/Q==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@smithy/types": "^4.13.0",
+        "@smithy/types": "^4.13.1",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -5802,16 +5803,16 @@
       }
     },
     "node_modules/@smithy/config-resolver": {
-      "version": "4.4.10",
-      "resolved": "https://registry.npmjs.org/@smithy/config-resolver/-/config-resolver-4.4.10.tgz",
-      "integrity": "sha512-IRTkd6ps0ru+lTWnfnsbXzW80A8Od8p3pYiZnW98K2Hb20rqfsX7VTlfUwhrcOeSSy68Gn9WBofwPuw3e5CCsg==",
+      "version": "4.4.11",
+      "resolved": "https://registry.npmjs.org/@smithy/config-resolver/-/config-resolver-4.4.11.tgz",
+      "integrity": "sha512-YxFiiG4YDAtX7WMN7RuhHZLeTmRRAOyCbr+zB8e3AQzHPnUhS8zXjB1+cniPVQI3xbWsQPM0X2aaIkO/ME0ymw==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@smithy/node-config-provider": "^4.3.11",
-        "@smithy/types": "^4.13.0",
+        "@smithy/node-config-provider": "^4.3.12",
+        "@smithy/types": "^4.13.1",
         "@smithy/util-config-provider": "^4.2.2",
-        "@smithy/util-endpoints": "^3.3.2",
-        "@smithy/util-middleware": "^4.2.11",
+        "@smithy/util-endpoints": "^3.3.3",
+        "@smithy/util-middleware": "^4.2.12",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -5819,18 +5820,18 @@
       }
     },
     "node_modules/@smithy/core": {
-      "version": "3.23.9",
-      "resolved": "https://registry.npmjs.org/@smithy/core/-/core-3.23.9.tgz",
-      "integrity": "sha512-1Vcut4LEL9HZsdpI0vFiRYIsaoPwZLjAxnVQDUMQK8beMS+EYPLDQCXtbzfxmM5GzSgjfe2Q9M7WaXwIMQllyQ==",
+      "version": "3.23.12",
+      "resolved": "https://registry.npmjs.org/@smithy/core/-/core-3.23.12.tgz",
+      "integrity": "sha512-o9VycsYNtgC+Dy3I0yrwCqv9CWicDnke0L7EVOrZtJpjb2t0EjaEofmMrYc0T1Kn3yk32zm6cspxF9u9Bj7e5w==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@smithy/middleware-serde": "^4.2.12",
-        "@smithy/protocol-http": "^5.3.11",
-        "@smithy/types": "^4.13.0",
+        "@smithy/protocol-http": "^5.3.12",
+        "@smithy/types": "^4.13.1",
+        "@smithy/url-parser": "^4.2.12",
         "@smithy/util-base64": "^4.3.2",
         "@smithy/util-body-length-browser": "^4.2.2",
-        "@smithy/util-middleware": "^4.2.11",
-        "@smithy/util-stream": "^4.5.17",
+        "@smithy/util-middleware": "^4.2.12",
+        "@smithy/util-stream": "^4.5.20",
         "@smithy/util-utf8": "^4.2.2",
         "@smithy/uuid": "^1.1.2",
         "tslib": "^2.6.2"
@@ -5840,15 +5841,15 @@
       }
     },
     "node_modules/@smithy/credential-provider-imds": {
-      "version": "4.2.11",
-      "resolved": "https://registry.npmjs.org/@smithy/credential-provider-imds/-/credential-provider-imds-4.2.11.tgz",
-      "integrity": "sha512-lBXrS6ku0kTj3xLmsJW0WwqWbGQ6ueooYyp/1L9lkyT0M02C+DWwYwc5aTyXFbRaK38ojALxNixg+LxKSHZc0g==",
+      "version": "4.2.12",
+      "resolved": "https://registry.npmjs.org/@smithy/credential-provider-imds/-/credential-provider-imds-4.2.12.tgz",
+      "integrity": "sha512-cr2lR792vNZcYMriSIj+Um3x9KWrjcu98kn234xA6reOAFMmbRpQMOv8KPgEmLLtx3eldU6c5wALKFqNOhugmg==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@smithy/node-config-provider": "^4.3.11",
-        "@smithy/property-provider": "^4.2.11",
-        "@smithy/types": "^4.13.0",
-        "@smithy/url-parser": "^4.2.11",
+        "@smithy/node-config-provider": "^4.3.12",
+        "@smithy/property-provider": "^4.2.12",
+        "@smithy/types": "^4.13.1",
+        "@smithy/url-parser": "^4.2.12",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -5856,13 +5857,13 @@
       }
     },
     "node_modules/@smithy/eventstream-codec": {
-      "version": "4.2.11",
-      "resolved": "https://registry.npmjs.org/@smithy/eventstream-codec/-/eventstream-codec-4.2.11.tgz",
-      "integrity": "sha512-Sf39Ml0iVX+ba/bgMPxaXWAAFmHqYLTmbjAPfLPLY8CrYkRDEqZdUsKC1OwVMCdJXfAt0v4j49GIJ8DoSYAe6w==",
+      "version": "4.2.12",
+      "resolved": "https://registry.npmjs.org/@smithy/eventstream-codec/-/eventstream-codec-4.2.12.tgz",
+      "integrity": "sha512-FE3bZdEl62ojmy8x4FHqxq2+BuOHlcxiH5vaZ6aqHJr3AIZzwF5jfx8dEiU/X0a8RboyNDjmXjlbr8AdEyLgiA==",
       "license": "Apache-2.0",
       "dependencies": {
         "@aws-crypto/crc32": "5.2.0",
-        "@smithy/types": "^4.13.0",
+        "@smithy/types": "^4.13.1",
         "@smithy/util-hex-encoding": "^4.2.2",
         "tslib": "^2.6.2"
       },
@@ -5871,13 +5872,13 @@
       }
     },
     "node_modules/@smithy/eventstream-serde-browser": {
-      "version": "4.2.11",
-      "resolved": "https://registry.npmjs.org/@smithy/eventstream-serde-browser/-/eventstream-serde-browser-4.2.11.tgz",
-      "integrity": "sha512-3rEpo3G6f/nRS7fQDsZmxw/ius6rnlIpz4UX6FlALEzz8JoSxFmdBt0SZnthis+km7sQo6q5/3e+UJcuQivoXA==",
+      "version": "4.2.12",
+      "resolved": "https://registry.npmjs.org/@smithy/eventstream-serde-browser/-/eventstream-serde-browser-4.2.12.tgz",
+      "integrity": "sha512-XUSuMxlTxV5pp4VpqZf6Sa3vT/Q75FVkLSpSSE3KkWBvAQWeuWt1msTv8fJfgA4/jcJhrbrbMzN1AC/hvPmm5A==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@smithy/eventstream-serde-universal": "^4.2.11",
-        "@smithy/types": "^4.13.0",
+        "@smithy/eventstream-serde-universal": "^4.2.12",
+        "@smithy/types": "^4.13.1",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -5885,12 +5886,12 @@
       }
     },
     "node_modules/@smithy/eventstream-serde-config-resolver": {
-      "version": "4.3.11",
-      "resolved": "https://registry.npmjs.org/@smithy/eventstream-serde-config-resolver/-/eventstream-serde-config-resolver-4.3.11.tgz",
-      "integrity": "sha512-XeNIA8tcP/GDWnnKkO7qEm/bg0B/bP9lvIXZBXcGZwZ+VYM8h8k9wuDvUODtdQ2Wcp2RcBkPTCSMmaniVHrMlA==",
+      "version": "4.3.12",
+      "resolved": "https://registry.npmjs.org/@smithy/eventstream-serde-config-resolver/-/eventstream-serde-config-resolver-4.3.12.tgz",
+      "integrity": "sha512-7epsAZ3QvfHkngz6RXQYseyZYHlmWXSTPOfPmXkiS+zA6TBNo1awUaMFL9vxyXlGdoELmCZyZe1nQE+imbmV+Q==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@smithy/types": "^4.13.0",
+        "@smithy/types": "^4.13.1",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -5898,13 +5899,13 @@
       }
     },
     "node_modules/@smithy/eventstream-serde-node": {
-      "version": "4.2.11",
-      "resolved": "https://registry.npmjs.org/@smithy/eventstream-serde-node/-/eventstream-serde-node-4.2.11.tgz",
-      "integrity": "sha512-fzbCh18rscBDTQSCrsp1fGcclLNF//nJyhjldsEl/5wCYmgpHblv5JSppQAyQI24lClsFT0wV06N1Porn0IsEw==",
+      "version": "4.2.12",
+      "resolved": "https://registry.npmjs.org/@smithy/eventstream-serde-node/-/eventstream-serde-node-4.2.12.tgz",
+      "integrity": "sha512-D1pFuExo31854eAvg89KMn9Oab/wEeJR6Buy32B49A9Ogdtx5fwZPqBHUlDzaCDpycTFk2+fSQgX689Qsk7UGA==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@smithy/eventstream-serde-universal": "^4.2.11",
-        "@smithy/types": "^4.13.0",
+        "@smithy/eventstream-serde-universal": "^4.2.12",
+        "@smithy/types": "^4.13.1",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -5912,13 +5913,13 @@
       }
     },
     "node_modules/@smithy/eventstream-serde-universal": {
-      "version": "4.2.11",
-      "resolved": "https://registry.npmjs.org/@smithy/eventstream-serde-universal/-/eventstream-serde-universal-4.2.11.tgz",
-      "integrity": "sha512-MJ7HcI+jEkqoWT5vp+uoVaAjBrmxBtKhZTeynDRG/seEjJfqyg3SiqMMqyPnAMzmIfLaeJ/uiuSDP/l9AnMy/Q==",
+      "version": "4.2.12",
+      "resolved": "https://registry.npmjs.org/@smithy/eventstream-serde-universal/-/eventstream-serde-universal-4.2.12.tgz",
+      "integrity": "sha512-+yNuTiyBACxOJUTvbsNsSOfH9G9oKbaJE1lNL3YHpGcuucl6rPZMi3nrpehpVOVR2E07YqFFmtwpImtpzlouHQ==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@smithy/eventstream-codec": "^4.2.11",
-        "@smithy/types": "^4.13.0",
+        "@smithy/eventstream-codec": "^4.2.12",
+        "@smithy/types": "^4.13.1",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -5926,14 +5927,14 @@
       }
     },
     "node_modules/@smithy/fetch-http-handler": {
-      "version": "5.3.13",
-      "resolved": "https://registry.npmjs.org/@smithy/fetch-http-handler/-/fetch-http-handler-5.3.13.tgz",
-      "integrity": "sha512-U2Hcfl2s3XaYjikN9cT4mPu8ybDbImV3baXR0PkVlC0TTx808bRP3FaPGAzPtB8OByI+JqJ1kyS+7GEgae7+qQ==",
+      "version": "5.3.15",
+      "resolved": "https://registry.npmjs.org/@smithy/fetch-http-handler/-/fetch-http-handler-5.3.15.tgz",
+      "integrity": "sha512-T4jFU5N/yiIfrtrsb9uOQn7RdELdM/7HbyLNr6uO/mpkj1ctiVs7CihVr51w4LyQlXWDpXFn4BElf1WmQvZu/A==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@smithy/protocol-http": "^5.3.11",
-        "@smithy/querystring-builder": "^4.2.11",
-        "@smithy/types": "^4.13.0",
+        "@smithy/protocol-http": "^5.3.12",
+        "@smithy/querystring-builder": "^4.2.12",
+        "@smithy/types": "^4.13.1",
         "@smithy/util-base64": "^4.3.2",
         "tslib": "^2.6.2"
       },
@@ -5942,14 +5943,14 @@
       }
     },
     "node_modules/@smithy/hash-blob-browser": {
-      "version": "4.2.12",
-      "resolved": "https://registry.npmjs.org/@smithy/hash-blob-browser/-/hash-blob-browser-4.2.12.tgz",
-      "integrity": "sha512-1wQE33DsxkM/waftAhCH9VtJbUGyt1PJ9YRDpOu+q9FUi73LLFUZ2fD8A61g2mT1UY9k7b99+V1xZ41Rz4SHRQ==",
+      "version": "4.2.13",
+      "resolved": "https://registry.npmjs.org/@smithy/hash-blob-browser/-/hash-blob-browser-4.2.13.tgz",
+      "integrity": "sha512-YrF4zWKh+ghLuquldj6e/RzE3xZYL8wIPfkt0MqCRphVICjyyjH8OwKD7LLlKpVEbk4FLizFfC1+gwK6XQdR3g==",
       "license": "Apache-2.0",
       "dependencies": {
         "@smithy/chunked-blob-reader": "^5.2.2",
         "@smithy/chunked-blob-reader-native": "^4.2.3",
-        "@smithy/types": "^4.13.0",
+        "@smithy/types": "^4.13.1",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -5957,12 +5958,12 @@
       }
     },
     "node_modules/@smithy/hash-node": {
-      "version": "4.2.11",
-      "resolved": "https://registry.npmjs.org/@smithy/hash-node/-/hash-node-4.2.11.tgz",
-      "integrity": "sha512-T+p1pNynRkydpdL015ruIoyPSRw9e/SQOWmSAMmmprfswMrd5Ow5igOWNVlvyVFZlxXqGmyH3NQwfwy8r5Jx0A==",
+      "version": "4.2.12",
+      "resolved": "https://registry.npmjs.org/@smithy/hash-node/-/hash-node-4.2.12.tgz",
+      "integrity": "sha512-QhBYbGrbxTkZ43QoTPrK72DoYviDeg6YKDrHTMJbbC+A0sml3kSjzFtXP7BtbyJnXojLfTQldGdUR0RGD8dA3w==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@smithy/types": "^4.13.0",
+        "@smithy/types": "^4.13.1",
         "@smithy/util-buffer-from": "^4.2.2",
         "@smithy/util-utf8": "^4.2.2",
         "tslib": "^2.6.2"
@@ -5972,12 +5973,12 @@
       }
     },
     "node_modules/@smithy/hash-stream-node": {
-      "version": "4.2.11",
-      "resolved": "https://registry.npmjs.org/@smithy/hash-stream-node/-/hash-stream-node-4.2.11.tgz",
-      "integrity": "sha512-hQsTjwPCRY8w9GK07w1RqJi3e+myh0UaOWBBhZ1UMSDgofH/Q1fEYzU1teaX6HkpX/eWDdm7tAGR0jBPlz9QEQ==",
+      "version": "4.2.12",
+      "resolved": "https://registry.npmjs.org/@smithy/hash-stream-node/-/hash-stream-node-4.2.12.tgz",
+      "integrity": "sha512-O3YbmGExeafuM/kP7Y8r6+1y0hIh3/zn6GROx0uNlB54K9oihAL75Qtc+jFfLNliTi6pxOAYZrRKD9A7iA6UFw==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@smithy/types": "^4.13.0",
+        "@smithy/types": "^4.13.1",
         "@smithy/util-utf8": "^4.2.2",
         "tslib": "^2.6.2"
       },
@@ -5986,12 +5987,12 @@
       }
     },
     "node_modules/@smithy/invalid-dependency": {
-      "version": "4.2.11",
-      "resolved": "https://registry.npmjs.org/@smithy/invalid-dependency/-/invalid-dependency-4.2.11.tgz",
-      "integrity": "sha512-cGNMrgykRmddrNhYy1yBdrp5GwIgEkniS7k9O1VLB38yxQtlvrxpZtUVvo6T4cKpeZsriukBuuxfJcdZQc/f/g==",
+      "version": "4.2.12",
+      "resolved": "https://registry.npmjs.org/@smithy/invalid-dependency/-/invalid-dependency-4.2.12.tgz",
+      "integrity": "sha512-/4F1zb7Z8LOu1PalTdESFHR0RbPwHd3FcaG1sI3UEIriQTWakysgJr65lc1jj6QY5ye7aFsisajotH6UhWfm/g==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@smithy/types": "^4.13.0",
+        "@smithy/types": "^4.13.1",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -6011,12 +6012,12 @@
       }
     },
     "node_modules/@smithy/md5-js": {
-      "version": "4.2.11",
-      "resolved": "https://registry.npmjs.org/@smithy/md5-js/-/md5-js-4.2.11.tgz",
-      "integrity": "sha512-350X4kGIrty0Snx2OWv7rPM6p6vM7RzryvFs6B/56Cux3w3sChOb3bymo5oidXJlPcP9fIRxGUCk7GqpiSOtng==",
+      "version": "4.2.12",
+      "resolved": "https://registry.npmjs.org/@smithy/md5-js/-/md5-js-4.2.12.tgz",
+      "integrity": "sha512-W/oIpHCpWU2+iAkfZYyGWE+qkpuf3vEXHLxQQDx9FPNZTTdnul0dZ2d/gUFrtQ5je1G2kp4cjG0/24YueG2LbQ==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@smithy/types": "^4.13.0",
+        "@smithy/types": "^4.13.1",
         "@smithy/util-utf8": "^4.2.2",
         "tslib": "^2.6.2"
       },
@@ -6025,13 +6026,13 @@
       }
     },
     "node_modules/@smithy/middleware-content-length": {
-      "version": "4.2.11",
-      "resolved": "https://registry.npmjs.org/@smithy/middleware-content-length/-/middleware-content-length-4.2.11.tgz",
-      "integrity": "sha512-UvIfKYAKhCzr4p6jFevPlKhQwyQwlJ6IeKLDhmV1PlYfcW3RL4ROjNEDtSik4NYMi9kDkH7eSwyTP3vNJ/u/Dw==",
+      "version": "4.2.12",
+      "resolved": "https://registry.npmjs.org/@smithy/middleware-content-length/-/middleware-content-length-4.2.12.tgz",
+      "integrity": "sha512-YE58Yz+cvFInWI/wOTrB+DbvUVz/pLn5mC5MvOV4fdRUc6qGwygyngcucRQjAhiCEbmfLOXX0gntSIcgMvAjmA==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@smithy/protocol-http": "^5.3.11",
-        "@smithy/types": "^4.13.0",
+        "@smithy/protocol-http": "^5.3.12",
+        "@smithy/types": "^4.13.1",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -6039,18 +6040,18 @@
       }
     },
     "node_modules/@smithy/middleware-endpoint": {
-      "version": "4.4.23",
-      "resolved": "https://registry.npmjs.org/@smithy/middleware-endpoint/-/middleware-endpoint-4.4.23.tgz",
-      "integrity": "sha512-UEFIejZy54T1EJn2aWJ45voB7RP2T+IRzUqocIdM6GFFa5ClZncakYJfcYnoXt3UsQrZZ9ZRauGm77l9UCbBLw==",
+      "version": "4.4.26",
+      "resolved": "https://registry.npmjs.org/@smithy/middleware-endpoint/-/middleware-endpoint-4.4.26.tgz",
+      "integrity": "sha512-8Qfikvd2GVKSm8S6IbjfwFlRY9VlMrj0Dp4vTwAuhqbX7NhJKE5DQc2bnfJIcY0B+2YKMDBWfvexbSZeejDgeg==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@smithy/core": "^3.23.9",
-        "@smithy/middleware-serde": "^4.2.12",
-        "@smithy/node-config-provider": "^4.3.11",
-        "@smithy/shared-ini-file-loader": "^4.4.6",
-        "@smithy/types": "^4.13.0",
-        "@smithy/url-parser": "^4.2.11",
-        "@smithy/util-middleware": "^4.2.11",
+        "@smithy/core": "^3.23.12",
+        "@smithy/middleware-serde": "^4.2.15",
+        "@smithy/node-config-provider": "^4.3.12",
+        "@smithy/shared-ini-file-loader": "^4.4.7",
+        "@smithy/types": "^4.13.1",
+        "@smithy/url-parser": "^4.2.12",
+        "@smithy/util-middleware": "^4.2.12",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -6058,18 +6059,18 @@
       }
     },
     "node_modules/@smithy/middleware-retry": {
-      "version": "4.4.40",
-      "resolved": "https://registry.npmjs.org/@smithy/middleware-retry/-/middleware-retry-4.4.40.tgz",
-      "integrity": "sha512-YhEMakG1Ae57FajERdHNZ4ShOPIY7DsgV+ZoAxo/5BT0KIe+f6DDU2rtIymNNFIj22NJfeeI6LWIifrwM0f+rA==",
+      "version": "4.4.43",
+      "resolved": "https://registry.npmjs.org/@smithy/middleware-retry/-/middleware-retry-4.4.43.tgz",
+      "integrity": "sha512-ZwsifBdyuNHrFGmbc7bAfP2b54+kt9J2rhFd18ilQGAB+GDiP4SrawqyExbB7v455QVR7Psyhb2kjULvBPIhvA==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@smithy/node-config-provider": "^4.3.11",
-        "@smithy/protocol-http": "^5.3.11",
-        "@smithy/service-error-classification": "^4.2.11",
-        "@smithy/smithy-client": "^4.12.3",
-        "@smithy/types": "^4.13.0",
-        "@smithy/util-middleware": "^4.2.11",
-        "@smithy/util-retry": "^4.2.11",
+        "@smithy/node-config-provider": "^4.3.12",
+        "@smithy/protocol-http": "^5.3.12",
+        "@smithy/service-error-classification": "^4.2.12",
+        "@smithy/smithy-client": "^4.12.6",
+        "@smithy/types": "^4.13.1",
+        "@smithy/util-middleware": "^4.2.12",
+        "@smithy/util-retry": "^4.2.12",
         "@smithy/uuid": "^1.1.2",
         "tslib": "^2.6.2"
       },
@@ -6078,13 +6079,14 @@
       }
     },
     "node_modules/@smithy/middleware-serde": {
-      "version": "4.2.12",
-      "resolved": "https://registry.npmjs.org/@smithy/middleware-serde/-/middleware-serde-4.2.12.tgz",
-      "integrity": "sha512-W9g1bOLui7Xn5FABRVS0o3rXL0gfN37d/8I/W7i0N7oxjx9QecUmXEMSUMADTODwdtka9cN43t5BI2CodLJpng==",
+      "version": "4.2.15",
+      "resolved": "https://registry.npmjs.org/@smithy/middleware-serde/-/middleware-serde-4.2.15.tgz",
+      "integrity": "sha512-ExYhcltZSli0pgAKOpQQe1DLFBLryeZ22605y/YS+mQpdNWekum9Ujb/jMKfJKgjtz1AZldtwA/wCYuKJgjjlg==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@smithy/protocol-http": "^5.3.11",
-        "@smithy/types": "^4.13.0",
+        "@smithy/core": "^3.23.12",
+        "@smithy/protocol-http": "^5.3.12",
+        "@smithy/types": "^4.13.1",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -6092,12 +6094,12 @@
       }
     },
     "node_modules/@smithy/middleware-stack": {
-      "version": "4.2.11",
-      "resolved": "https://registry.npmjs.org/@smithy/middleware-stack/-/middleware-stack-4.2.11.tgz",
-      "integrity": "sha512-s+eenEPW6RgliDk2IhjD2hWOxIx1NKrOHxEwNUaUXxYBxIyCcDfNULZ2Mu15E3kwcJWBedTET/kEASPV1A1Akg==",
+      "version": "4.2.12",
+      "resolved": "https://registry.npmjs.org/@smithy/middleware-stack/-/middleware-stack-4.2.12.tgz",
+      "integrity": "sha512-kruC5gRHwsCOuyCd4ouQxYjgRAym2uDlCvQ5acuMtRrcdfg7mFBg6blaxcJ09STpt3ziEkis6bhg1uwrWU7txw==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@smithy/types": "^4.13.0",
+        "@smithy/types": "^4.13.1",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -6105,14 +6107,14 @@
       }
     },
     "node_modules/@smithy/node-config-provider": {
-      "version": "4.3.11",
-      "resolved": "https://registry.npmjs.org/@smithy/node-config-provider/-/node-config-provider-4.3.11.tgz",
-      "integrity": "sha512-xD17eE7kaLgBBGf5CZQ58hh2YmwK1Z0O8YhffwB/De2jsL0U3JklmhVYJ9Uf37OtUDLF2gsW40Xwwag9U869Gg==",
+      "version": "4.3.12",
+      "resolved": "https://registry.npmjs.org/@smithy/node-config-provider/-/node-config-provider-4.3.12.tgz",
+      "integrity": "sha512-tr2oKX2xMcO+rBOjobSwVAkV05SIfUKz8iI53rzxEmgW3GOOPOv0UioSDk+J8OpRQnpnhsO3Af6IEBabQBVmiw==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@smithy/property-provider": "^4.2.11",
-        "@smithy/shared-ini-file-loader": "^4.4.6",
-        "@smithy/types": "^4.13.0",
+        "@smithy/property-provider": "^4.2.12",
+        "@smithy/shared-ini-file-loader": "^4.4.7",
+        "@smithy/types": "^4.13.1",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -6120,15 +6122,15 @@
       }
     },
     "node_modules/@smithy/node-http-handler": {
-      "version": "4.4.14",
-      "resolved": "https://registry.npmjs.org/@smithy/node-http-handler/-/node-http-handler-4.4.14.tgz",
-      "integrity": "sha512-DamSqaU8nuk0xTJDrYnRzZndHwwRnyj/n/+RqGGCcBKB4qrQem0mSDiWdupaNWdwxzyMU91qxDmHOCazfhtO3A==",
+      "version": "4.5.0",
+      "resolved": "https://registry.npmjs.org/@smithy/node-http-handler/-/node-http-handler-4.5.0.tgz",
+      "integrity": "sha512-Rnq9vQWiR1+/I6NZZMNzJHV6pZYyEHt2ZnuV3MG8z2NNenC4i/8Kzttz7CjZiHSmsN5frhXhg17z3Zqjjhmz1A==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@smithy/abort-controller": "^4.2.11",
-        "@smithy/protocol-http": "^5.3.11",
-        "@smithy/querystring-builder": "^4.2.11",
-        "@smithy/types": "^4.13.0",
+        "@smithy/abort-controller": "^4.2.12",
+        "@smithy/protocol-http": "^5.3.12",
+        "@smithy/querystring-builder": "^4.2.12",
+        "@smithy/types": "^4.13.1",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -6136,12 +6138,12 @@
       }
     },
     "node_modules/@smithy/property-provider": {
-      "version": "4.2.11",
-      "resolved": "https://registry.npmjs.org/@smithy/property-provider/-/property-provider-4.2.11.tgz",
-      "integrity": "sha512-14T1V64o6/ndyrnl1ze1ZhyLzIeYNN47oF/QU6P5m82AEtyOkMJTb0gO1dPubYjyyKuPD6OSVMPDKe+zioOnCg==",
+      "version": "4.2.12",
+      "resolved": "https://registry.npmjs.org/@smithy/property-provider/-/property-provider-4.2.12.tgz",
+      "integrity": "sha512-jqve46eYU1v7pZ5BM+fmkbq3DerkSluPr5EhvOcHxygxzD05ByDRppRwRPPpFrsFo5yDtCYLKu+kreHKVrvc7A==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@smithy/types": "^4.13.0",
+        "@smithy/types": "^4.13.1",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -6149,12 +6151,12 @@
       }
     },
     "node_modules/@smithy/protocol-http": {
-      "version": "5.3.11",
-      "resolved": "https://registry.npmjs.org/@smithy/protocol-http/-/protocol-http-5.3.11.tgz",
-      "integrity": "sha512-hI+barOVDJBkNt4y0L2mu3Ugc0w7+BpJ2CZuLwXtSltGAAwCb3IvnalGlbDV/UCS6a9ZuT3+exd1WxNdLb5IlQ==",
+      "version": "5.3.12",
+      "resolved": "https://registry.npmjs.org/@smithy/protocol-http/-/protocol-http-5.3.12.tgz",
+      "integrity": "sha512-fit0GZK9I1xoRlR4jXmbLhoN0OdEpa96ul8M65XdmXnxXkuMxM0Y8HDT0Fh0Xb4I85MBvBClOzgSrV1X2s1Hxw==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@smithy/types": "^4.13.0",
+        "@smithy/types": "^4.13.1",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -6162,12 +6164,12 @@
       }
     },
     "node_modules/@smithy/querystring-builder": {
-      "version": "4.2.11",
-      "resolved": "https://registry.npmjs.org/@smithy/querystring-builder/-/querystring-builder-4.2.11.tgz",
-      "integrity": "sha512-7spdikrYiljpket6u0up2Ck2mxhy7dZ0+TDd+S53Dg2DHd6wg+YNJrTCHiLdgZmEXZKI7LJZcwL3721ZRDFiqA==",
+      "version": "4.2.12",
+      "resolved": "https://registry.npmjs.org/@smithy/querystring-builder/-/querystring-builder-4.2.12.tgz",
+      "integrity": "sha512-6wTZjGABQufekycfDGMEB84BgtdOE/rCVTov+EDXQ8NHKTUNIp/j27IliwP7tjIU9LR+sSzyGBOXjeEtVgzCHg==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@smithy/types": "^4.13.0",
+        "@smithy/types": "^4.13.1",
         "@smithy/util-uri-escape": "^4.2.2",
         "tslib": "^2.6.2"
       },
@@ -6176,12 +6178,12 @@
       }
     },
     "node_modules/@smithy/querystring-parser": {
-      "version": "4.2.11",
-      "resolved": "https://registry.npmjs.org/@smithy/querystring-parser/-/querystring-parser-4.2.11.tgz",
-      "integrity": "sha512-nE3IRNjDltvGcoThD2abTozI1dkSy8aX+a2N1Rs55en5UsdyyIXgGEmevUL3okZFoJC77JgRGe99xYohhsjivQ==",
+      "version": "4.2.12",
+      "resolved": "https://registry.npmjs.org/@smithy/querystring-parser/-/querystring-parser-4.2.12.tgz",
+      "integrity": "sha512-P2OdvrgiAKpkPNKlKUtWbNZKB1XjPxM086NeVhK+W+wI46pIKdWBe5QyXvhUm3MEcyS/rkLvY8rZzyUdmyDZBw==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@smithy/types": "^4.13.0",
+        "@smithy/types": "^4.13.1",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -6189,24 +6191,24 @@
       }
     },
     "node_modules/@smithy/service-error-classification": {
-      "version": "4.2.11",
-      "resolved": "https://registry.npmjs.org/@smithy/service-error-classification/-/service-error-classification-4.2.11.tgz",
-      "integrity": "sha512-HkMFJZJUhzU3HvND1+Yw/kYWXp4RPDLBWLcK1n+Vqw8xn4y2YiBhdww8IxhkQjP/QlZun5bwm3vcHc8AqIU3zw==",
+      "version": "4.2.12",
+      "resolved": "https://registry.npmjs.org/@smithy/service-error-classification/-/service-error-classification-4.2.12.tgz",
+      "integrity": "sha512-LlP29oSQN0Tw0b6D0Xo6BIikBswuIiGYbRACy5ujw/JgWSzTdYj46U83ssf6Ux0GyNJVivs2uReU8pt7Eu9okQ==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@smithy/types": "^4.13.0"
+        "@smithy/types": "^4.13.1"
       },
       "engines": {
         "node": ">=18.0.0"
       }
     },
     "node_modules/@smithy/shared-ini-file-loader": {
-      "version": "4.4.6",
-      "resolved": "https://registry.npmjs.org/@smithy/shared-ini-file-loader/-/shared-ini-file-loader-4.4.6.tgz",
-      "integrity": "sha512-IB/M5I8G0EeXZTHsAxpx51tMQ5R719F3aq+fjEB6VtNcCHDc0ajFDIGDZw+FW9GxtEkgTduiPpjveJdA/CX7sw==",
+      "version": "4.4.7",
+      "resolved": "https://registry.npmjs.org/@smithy/shared-ini-file-loader/-/shared-ini-file-loader-4.4.7.tgz",
+      "integrity": "sha512-HrOKWsUb+otTeo1HxVWeEb99t5ER1XrBi/xka2Wv6NVmTbuCUC1dvlrksdvxFtODLBjsC+PHK+fuy2x/7Ynyiw==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@smithy/types": "^4.13.0",
+        "@smithy/types": "^4.13.1",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -6214,16 +6216,16 @@
       }
     },
     "node_modules/@smithy/signature-v4": {
-      "version": "5.3.11",
-      "resolved": "https://registry.npmjs.org/@smithy/signature-v4/-/signature-v4-5.3.11.tgz",
-      "integrity": "sha512-V1L6N9aKOBAN4wEHLyqjLBnAz13mtILU0SeDrjOaIZEeN6IFa6DxwRt1NNpOdmSpQUfkBj0qeD3m6P77uzMhgQ==",
+      "version": "5.3.12",
+      "resolved": "https://registry.npmjs.org/@smithy/signature-v4/-/signature-v4-5.3.12.tgz",
+      "integrity": "sha512-B/FBwO3MVOL00DaRSXfXfa/TRXRheagt/q5A2NM13u7q+sHS59EOVGQNfG7DkmVtdQm5m3vOosoKAXSqn/OEgw==",
       "license": "Apache-2.0",
       "dependencies": {
         "@smithy/is-array-buffer": "^4.2.2",
-        "@smithy/protocol-http": "^5.3.11",
-        "@smithy/types": "^4.13.0",
+        "@smithy/protocol-http": "^5.3.12",
+        "@smithy/types": "^4.13.1",
         "@smithy/util-hex-encoding": "^4.2.2",
-        "@smithy/util-middleware": "^4.2.11",
+        "@smithy/util-middleware": "^4.2.12",
         "@smithy/util-uri-escape": "^4.2.2",
         "@smithy/util-utf8": "^4.2.2",
         "tslib": "^2.6.2"
@@ -6233,17 +6235,17 @@
       }
     },
     "node_modules/@smithy/smithy-client": {
-      "version": "4.12.3",
-      "resolved": "https://registry.npmjs.org/@smithy/smithy-client/-/smithy-client-4.12.3.tgz",
-      "integrity": "sha512-7k4UxjSpHmPN2AxVhvIazRSzFQjWnud3sOsXcFStzagww17j1cFQYqTSiQ8xuYK3vKLR1Ni8FzuT3VlKr3xCNw==",
+      "version": "4.12.6",
+      "resolved": "https://registry.npmjs.org/@smithy/smithy-client/-/smithy-client-4.12.6.tgz",
+      "integrity": "sha512-aib3f0jiMsJ6+cvDnXipBsGDL7ztknYSVqJs1FdN9P+u9tr/VzOR7iygSh6EUOdaBeMCMSh3N0VdyYsG4o91DQ==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@smithy/core": "^3.23.9",
-        "@smithy/middleware-endpoint": "^4.4.23",
-        "@smithy/middleware-stack": "^4.2.11",
-        "@smithy/protocol-http": "^5.3.11",
-        "@smithy/types": "^4.13.0",
-        "@smithy/util-stream": "^4.5.17",
+        "@smithy/core": "^3.23.12",
+        "@smithy/middleware-endpoint": "^4.4.26",
+        "@smithy/middleware-stack": "^4.2.12",
+        "@smithy/protocol-http": "^5.3.12",
+        "@smithy/types": "^4.13.1",
+        "@smithy/util-stream": "^4.5.20",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -6251,9 +6253,9 @@
       }
     },
     "node_modules/@smithy/types": {
-      "version": "4.13.0",
-      "resolved": "https://registry.npmjs.org/@smithy/types/-/types-4.13.0.tgz",
-      "integrity": "sha512-COuLsZILbbQsdrwKQpkkpyep7lCsByxwj7m0Mg5v66/ZTyenlfBc40/QFQ5chO0YN/PNEH1Bi3fGtfXPnYNeDw==",
+      "version": "4.13.1",
+      "resolved": "https://registry.npmjs.org/@smithy/types/-/types-4.13.1.tgz",
+      "integrity": "sha512-787F3yzE2UiJIQ+wYW1CVg2odHjmaWLGksnKQHUrK/lYZSEcy1msuLVvxaR/sI2/aDe9U+TBuLsXnr3vod1g0g==",
       "license": "Apache-2.0",
       "dependencies": {
         "tslib": "^2.6.2"
@@ -6263,13 +6265,13 @@
       }
     },
     "node_modules/@smithy/url-parser": {
-      "version": "4.2.11",
-      "resolved": "https://registry.npmjs.org/@smithy/url-parser/-/url-parser-4.2.11.tgz",
-      "integrity": "sha512-oTAGGHo8ZYc5VZsBREzuf5lf2pAurJQsccMusVZ85wDkX66ojEc/XauiGjzCj50A61ObFTPe6d7Pyt6UBYaing==",
+      "version": "4.2.12",
+      "resolved": "https://registry.npmjs.org/@smithy/url-parser/-/url-parser-4.2.12.tgz",
+      "integrity": "sha512-wOPKPEpso+doCZGIlr+e1lVI6+9VAKfL4kZWFgzVgGWY2hZxshNKod4l2LXS3PRC9otH/JRSjtEHqQ/7eLciRA==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@smithy/querystring-parser": "^4.2.11",
-        "@smithy/types": "^4.13.0",
+        "@smithy/querystring-parser": "^4.2.12",
+        "@smithy/types": "^4.13.1",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -6340,14 +6342,14 @@
       }
     },
     "node_modules/@smithy/util-defaults-mode-browser": {
-      "version": "4.3.39",
-      "resolved": "https://registry.npmjs.org/@smithy/util-defaults-mode-browser/-/util-defaults-mode-browser-4.3.39.tgz",
-      "integrity": "sha512-ui7/Ho/+VHqS7Km2wBw4/Ab4RktoiSshgcgpJzC4keFPs6tLJS4IQwbeahxQS3E/w98uq6E1mirCH/id9xIXeQ==",
+      "version": "4.3.42",
+      "resolved": "https://registry.npmjs.org/@smithy/util-defaults-mode-browser/-/util-defaults-mode-browser-4.3.42.tgz",
+      "integrity": "sha512-0vjwmcvkWAUtikXnWIUOyV6IFHTEeQUYh3JUZcDgcszF+hD/StAsQ3rCZNZEPHgI9kVNcbnyc8P2CBHnwgmcwg==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@smithy/property-provider": "^4.2.11",
-        "@smithy/smithy-client": "^4.12.3",
-        "@smithy/types": "^4.13.0",
+        "@smithy/property-provider": "^4.2.12",
+        "@smithy/smithy-client": "^4.12.6",
+        "@smithy/types": "^4.13.1",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -6355,17 +6357,17 @@
       }
     },
     "node_modules/@smithy/util-defaults-mode-node": {
-      "version": "4.2.42",
-      "resolved": "https://registry.npmjs.org/@smithy/util-defaults-mode-node/-/util-defaults-mode-node-4.2.42.tgz",
-      "integrity": "sha512-QDA84CWNe8Akpj15ofLO+1N3Rfg8qa2K5uX0y6HnOp4AnRYRgWrKx/xzbYNbVF9ZsyJUYOfcoaN3y93wA/QJ2A==",
+      "version": "4.2.45",
+      "resolved": "https://registry.npmjs.org/@smithy/util-defaults-mode-node/-/util-defaults-mode-node-4.2.45.tgz",
+      "integrity": "sha512-q5dOqqfTgUcLe38TAGiFn9srToKj2YCHJ34QGOLzM+xYLLA+qRZv7N+33kl1MERVusue36ZHnlNaNEvY/PzSrw==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@smithy/config-resolver": "^4.4.10",
-        "@smithy/credential-provider-imds": "^4.2.11",
-        "@smithy/node-config-provider": "^4.3.11",
-        "@smithy/property-provider": "^4.2.11",
-        "@smithy/smithy-client": "^4.12.3",
-        "@smithy/types": "^4.13.0",
+        "@smithy/config-resolver": "^4.4.11",
+        "@smithy/credential-provider-imds": "^4.2.12",
+        "@smithy/node-config-provider": "^4.3.12",
+        "@smithy/property-provider": "^4.2.12",
+        "@smithy/smithy-client": "^4.12.6",
+        "@smithy/types": "^4.13.1",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -6373,13 +6375,13 @@
       }
     },
     "node_modules/@smithy/util-endpoints": {
-      "version": "3.3.2",
-      "resolved": "https://registry.npmjs.org/@smithy/util-endpoints/-/util-endpoints-3.3.2.tgz",
-      "integrity": "sha512-+4HFLpE5u29AbFlTdlKIT7jfOzZ8PDYZKTb3e+AgLz986OYwqTourQ5H+jg79/66DB69Un1+qKecLnkZdAsYcA==",
+      "version": "3.3.3",
+      "resolved": "https://registry.npmjs.org/@smithy/util-endpoints/-/util-endpoints-3.3.3.tgz",
+      "integrity": "sha512-VACQVe50j0HZPjpwWcjyT51KUQ4AnsvEaQ2lKHOSL4mNLD0G9BjEniQ+yCt1qqfKfiAHRAts26ud7hBjamrwig==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@smithy/node-config-provider": "^4.3.11",
-        "@smithy/types": "^4.13.0",
+        "@smithy/node-config-provider": "^4.3.12",
+        "@smithy/types": "^4.13.1",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -6399,12 +6401,12 @@
       }
     },
     "node_modules/@smithy/util-middleware": {
-      "version": "4.2.11",
-      "resolved": "https://registry.npmjs.org/@smithy/util-middleware/-/util-middleware-4.2.11.tgz",
-      "integrity": "sha512-r3dtF9F+TpSZUxpOVVtPfk09Rlo4lT6ORBqEvX3IBT6SkQAdDSVKR5GcfmZbtl7WKhKnmb3wbDTQ6ibR2XHClw==",
+      "version": "4.2.12",
+      "resolved": "https://registry.npmjs.org/@smithy/util-middleware/-/util-middleware-4.2.12.tgz",
+      "integrity": "sha512-Er805uFUOvgc0l8nv0e0su0VFISoxhJ/AwOn3gL2NWNY2LUEldP5WtVcRYSQBcjg0y9NfG8JYrCJaYDpupBHJQ==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@smithy/types": "^4.13.0",
+        "@smithy/types": "^4.13.1",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -6412,13 +6414,13 @@
       }
     },
     "node_modules/@smithy/util-retry": {
-      "version": "4.2.11",
-      "resolved": "https://registry.npmjs.org/@smithy/util-retry/-/util-retry-4.2.11.tgz",
-      "integrity": "sha512-XSZULmL5x6aCTTii59wJqKsY1l3eMIAomRAccW7Tzh9r8s7T/7rdo03oektuH5jeYRlJMPcNP92EuRDvk9aXbw==",
+      "version": "4.2.12",
+      "resolved": "https://registry.npmjs.org/@smithy/util-retry/-/util-retry-4.2.12.tgz",
+      "integrity": "sha512-1zopLDUEOwumjcHdJ1mwBHddubYF8GMQvstVCLC54Y46rqoHwlIU+8ZzUeaBcD+WCJHyDGSeZ2ml9YSe9aqcoQ==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@smithy/service-error-classification": "^4.2.11",
-        "@smithy/types": "^4.13.0",
+        "@smithy/service-error-classification": "^4.2.12",
+        "@smithy/types": "^4.13.1",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -6426,14 +6428,14 @@
       }
     },
     "node_modules/@smithy/util-stream": {
-      "version": "4.5.17",
-      "resolved": "https://registry.npmjs.org/@smithy/util-stream/-/util-stream-4.5.17.tgz",
-      "integrity": "sha512-793BYZ4h2JAQkNHcEnyFxDTcZbm9bVybD0UV/LEWmZ5bkTms7JqjfrLMi2Qy0E5WFcCzLwCAPgcvcvxoeALbAQ==",
+      "version": "4.5.20",
+      "resolved": "https://registry.npmjs.org/@smithy/util-stream/-/util-stream-4.5.20.tgz",
+      "integrity": "sha512-4yXLm5n/B5SRBR2p8cZ90Sbv4zL4NKsgxdzCzp/83cXw2KxLEumt5p+GAVyRNZgQOSrzXn9ARpO0lUe8XSlSDw==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@smithy/fetch-http-handler": "^5.3.13",
-        "@smithy/node-http-handler": "^4.4.14",
-        "@smithy/types": "^4.13.0",
+        "@smithy/fetch-http-handler": "^5.3.15",
+        "@smithy/node-http-handler": "^4.5.0",
+        "@smithy/types": "^4.13.1",
         "@smithy/util-base64": "^4.3.2",
         "@smithy/util-buffer-from": "^4.2.2",
         "@smithy/util-hex-encoding": "^4.2.2",
@@ -6470,13 +6472,13 @@
       }
     },
     "node_modules/@smithy/util-waiter": {
-      "version": "4.2.12",
-      "resolved": "https://registry.npmjs.org/@smithy/util-waiter/-/util-waiter-4.2.12.tgz",
-      "integrity": "sha512-ek5hyDrzS6mBFsNCEX8LpM+EWSLq6b9FdmPRlkpXXhiJE6aIZehKT9clC6+nFpZAA+i/Yg0xlaPeWGNbf5rzQA==",
+      "version": "4.2.13",
+      "resolved": "https://registry.npmjs.org/@smithy/util-waiter/-/util-waiter-4.2.13.tgz",
+      "integrity": "sha512-2zdZ9DTHngRtcYxJK1GUDxruNr53kv5W2Lupe0LMU+Imr6ohQg8M2T14MNkj1Y0wS3FFwpgpGQyvuaMF7CiTmQ==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@smithy/abort-controller": "^4.2.11",
-        "@smithy/types": "^4.13.0",
+        "@smithy/abort-controller": "^4.2.12",
+        "@smithy/types": "^4.13.1",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -10206,9 +10208,9 @@
       "license": "Unlicense"
     },
     "node_modules/fast-xml-builder": {
-      "version": "1.1.2",
-      "resolved": "https://registry.npmjs.org/fast-xml-builder/-/fast-xml-builder-1.1.2.tgz",
-      "integrity": "sha512-NJAmiuVaJEjVa7TjLZKlYd7RqmzOC91EtPFXHvlTcqBVo50Qh7XV5IwvXi1c7NRz2Q/majGX9YLcwJtWgHjtkA==",
+      "version": "1.1.4",
+      "resolved": "https://registry.npmjs.org/fast-xml-builder/-/fast-xml-builder-1.1.4.tgz",
+      "integrity": "sha512-f2jhpN4Eccy0/Uz9csxh3Nu6q4ErKxf0XIsasomfOihuSUa3/xw6w8dnOtCDgEItQFJG8KyXPzQXzcODDrrbOg==",
       "funding": [
         {
           "type": "github",
@@ -10221,9 +10223,9 @@
       }
     },
     "node_modules/fast-xml-parser": {
-      "version": "5.4.1",
-      "resolved": "https://registry.npmjs.org/fast-xml-parser/-/fast-xml-parser-5.4.1.tgz",
-      "integrity": "sha512-BQ30U1mKkvXQXXkAGcuyUA/GA26oEB7NzOtsxCDtyu62sjGw5QraKFhx2Em3WQNjPw9PG6MQ9yuIIgkSDfGu5A==",
+      "version": "5.5.6",
+      "resolved": "https://registry.npmjs.org/fast-xml-parser/-/fast-xml-parser-5.5.6.tgz",
+      "integrity": "sha512-3+fdZyBRVg29n4rXP0joHthhcHdPUHaIC16cuyyd1iLsuaO6Vea36MPrxgAzbZna8lhvZeRL8Bc9GP56/J9xEw==",
       "funding": [
         {
           "type": "github",
@@ -10232,7 +10234,8 @@
       ],
       "license": "MIT",
       "dependencies": {
-        "fast-xml-builder": "^1.0.0",
+        "fast-xml-builder": "^1.1.4",
+        "path-expression-matcher": "^1.1.3",
         "strnum": "^2.1.2"
       },
       "bin": {
@@ -10317,9 +10320,9 @@
       }
     },
     "node_modules/file-type": {
-      "version": "21.3.1",
-      "resolved": "https://registry.npmjs.org/file-type/-/file-type-21.3.1.tgz",
-      "integrity": "sha512-SrzXX46I/zsRDjTb82eucsGg0ODq2NpGDp4HcsFKApPy8P8vACjpJRDoGGMfEzhFC0ry61ajd7f72J3603anBA==",
+      "version": "21.3.3",
+      "resolved": "https://registry.npmjs.org/file-type/-/file-type-21.3.3.tgz",
+      "integrity": "sha512-pNwbwz8c3aZ+GvbJnIsCnDjKvgCZLHxkFWLEFxU3RMa+Ey++ZSEfisvsWQMcdys6PpxQjWUOIDi1fifXsW3YRg==",
       "license": "MIT",
       "dependencies": {
         "@tokenizer/inflate": "^0.4.1",
diff --git a/package.json b/package.json
index e53177be..e1efe6f3 100644
--- a/package.json
+++ b/package.json
@@ -63,7 +63,7 @@
     "wait-on": "^9.0.4"
   },
   "overrides": {
-    "fast-xml-parser": "5.4.1",
+    "fast-xml-parser": "5.5.6",
     "tar": "7.5.11",
     "minimatch": ">=10.2.4",
     "glob": ">=13.0.6",
diff --git a/server/utils/interview-token.ts b/server/utils/interview-token.ts
index 71d10d2f..c4e39d9a 100644
--- a/server/utils/interview-token.ts
+++ b/server/utils/interview-token.ts
@@ -12,8 +12,8 @@ export type CandidateAction = 'accepted' | 'declined' | 'tentative'
 
 const VALID_ACTIONS: CandidateAction[] = ['accepted', 'declined', 'tentative']
 
-/** Default token expiry: 14 days */
-const DEFAULT_EXPIRY_MS = 14 * 24 * 60 * 60 * 1000
+/** Default token expiry: 7 days */
+const DEFAULT_EXPIRY_MS = 7 * 24 * 60 * 60 * 1000
 
 interface TokenPayload {
   /** Interview UUID */