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feat(research): gate track memory button behind feature flag#333

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jerry609 merged 3 commits into
jerry609:devfrom
Linjie-top:fix/research-bugs
Mar 11, 2026
Merged

feat(research): gate track memory button behind feature flag#333
jerry609 merged 3 commits into
jerry609:devfrom
Linjie-top:fix/research-bugs

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hide track memory

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Summary of Changes

Hello, I'm Gemini Code Assist1! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request introduces a feature flag to manage the visibility of the 'Track Memory' button within the research search interface. By default, the button will be hidden, providing more control over UI elements and allowing for phased rollouts or A/B testing. The implementation ensures flexibility in enabling or disabling this feature through both client-side and build-time configurations.

Highlights

  • Feature Flag Implementation: Implemented a new feature flag, showTrackMemoryButton, to control the visibility of the 'Track Memory' button in the research search box.
  • Conditional Rendering: The 'Track Memory' button is now conditionally rendered based on the state of the showTrackMemoryButton feature flag.
  • Feature Flag Configuration: The showTrackMemoryButton flag can be configured at runtime via localStorage ('paperbot.showTrackMemory') or at build-time using environment variables (NEXT_PUBLIC_SHOW_TRACK_MEMORY or NEXT_PUBLIC_SHOW_DISCOVERY).

🧠 New Feature in Public Preview: You can now enable Memory to help Gemini Code Assist learn from your team's feedback. This makes future code reviews more consistent and personalized to your project's style. Click here to enable Memory in your admin console.

Changelog
  • web/src/components/research/SearchBox.tsx
    • Imported the new showTrackMemoryButton utility function.
    • Wrapped the 'Track Memory' button component with a conditional rendering logic based on the showTrackMemoryButton function's return value.
  • web/src/config/features.ts
    • Added a new exported function showTrackMemoryButton.
    • Implemented logic within showTrackMemoryButton to check for a localStorage override first, then fallback to environment variables (NEXT_PUBLIC_SHOW_TRACK_MEMORY or NEXT_PUBLIC_SHOW_DISCOVERY).
    • Included comments explaining the purpose and configuration options for the new feature flag.
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@Linjie-top
Linjie-top marked this pull request as ready for review March 11, 2026 05:57
@Linjie-top
Linjie-top requested a review from jerry609 as a code owner March 11, 2026 05:57
@jerry609
jerry609 merged commit 16a8564 into jerry609:dev Mar 11, 2026
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jerry609 added a commit that referenced this pull request Mar 13, 2026
* fix: validate studio output dirs and add p2c module design docs

:wq

* feat(PaperToContext): M3
#140
Closes #140

* feat(p2c): implement ContextEngineBridge to inject user context into extraction Related to #157

* activate paper-scope memory read/write path. Raletd to #158

* fix(p2c): address Gemini code review issues from PR. Related to #157

* fix(p2c): address Gemini code review issues. Related to #158

* fix(p2c): sanitize XML tag content to prevent tag-escape prompt injection

* feat(memory): add FTS5 full-text search and sqlite-vec hybrid search. Related to #161

* feat(p2c): persist CodeMemory experiences to SQLite. Related to #162

* address Gemini code review issues from PR #224 and #225

* fix(memory): address Gemini code review issues from #153 epic audit

P0 fixes:
- Replace unbounded daemon threads with ThreadPoolExecutor(max_workers=2)
  for embedding writes; atexit + close() ensure graceful shutdown so
  in-flight embeddings are not lost on process exit
- Restore apprise>=1.9.0 and feedgen>=1.0.0 removed in epic branch,
  which would have broken Epic #179 push/RSS features on merge

P1 fixes:
- _escape_fts: replace double-quote-only escaping with a whitelist regex
  [A-Za-z0-9_+-] so FTS5 operators (*, NEAR, NOT, ^) cannot alter query
  semantics; empty queries now short-circuit to []
- _hybrid_merge: skip items with None/invalid id instead of defaulting
  to id=0, preventing silent score collisions across unrelated records
- ReproExperienceStore: add application-level dedup check + UNIQUE
  constraint (paper_id, pattern_type, content) + IntegrityError fallback
  to prevent duplicate experiences from accumulating across retries

Migration:
- 0022_repro_experience_dedup: adds uq_repro_exp_paper_type_content
  unique constraint to existing repro_code_experience table

Tests: 47 unit tests pass (+3 new tests covering the fixes above)

* fix: harden repro experience isolation and wire persistence into repro pipeline

Add user-scoped isolation for repro_code_experience and enforce dedup semantics with migration 0022_repro_experience_dedup.

Inject ReproExperienceStore through ReproAgent/Orchestrator/CodingAgent/GenerationNode and propagate user_id/pack_id in generation, verification, and debugging persistence paths.

Update /api/gen-code to accept user_id and extend unit tests for user isolation and persistence behavior.

* feat(memory): introduce memory decay mechanism (#163)

Add decay-aware scoring that combines relevance (confidence), recency
(exponential decay with 90-day half-life), and usage frequency to
re-rank search results. New memories default to expires_at = created_at
+ 365 days. search_memories() now auto-touches usage on hits.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* feat(memory): add cross-track batch search (#164)

Add search_memories_batch() that queries multiple scope_ids in a single
SQL call, eliminating the N+1 loop in build_context_pack(). Engine now
uses this batch method for cross-track memory retrieval.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* feat(context): implement layered context loading (#165)

Refactor build_context_pack() into 4 layer methods:
- Layer 0: user profile (cached with 5-min TTL, ~200 tokens)
- Layer 1: track context — tasks/milestones (~500 tokens)
- Layer 2: query-relevant + cross-track memories (~1000 tokens)
- Layer 3: paper-scoped memories (on-demand)

Return value adds context_layers metadata while remaining fully
backward-compatible.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* refactor(memory): align decay with OpenClaw patterns

- Use standard ln(2)/halfLifeDays lambda formula (matches OpenClaw
  temporal-decay.ts:toDecayLambda)
- Default half-life lowered to 30 days (was 90, now matches OpenClaw)
- Evergreen memories (global scope, preference kind) are immune to
  recency decay (inspired by OpenClaw isEvergreenMemoryPath)
- Add _to_decay_lambda() and _is_evergreen_memory() helpers
- Expand tests for lambda math, half-life precision, and evergreen logic

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* fix(context): isolate layer0 cache and touch batch hits (#236)

* feat(memory): upgrade batch retrieval with hybrid and MMR options (#237)

* feat(context): add embedding fallback chain and token guard config (#238)

* fix(memory): bound batch hybrid candidates by scope_ids

* docs: update README with macOS python3 tips

* docs: update README with more badges

* docs: update README with deleting extra badges

* feat(search): add offline retrieval benchmark harness

Add a deterministic retrieval benchmark fixture, scorer, CLI, docs, and CI smoke gate for PaperSearchService.\n\nCloses #284\nRefs #283

* feat(context): add offline context-engine benchmark

Add deterministic fixtures, scoring, CLI, and smoke coverage for layered assembly, token guard, and advisory routing in ContextEngine.\n\nCloses #286\nRefs #283

* feat(memory): add scope isolation acceptance bench

Add an offline scope-isolation benchmark for memory retrieval paths, extend the metric collector with cross-user and cross-scope leak rates, and wire the new check into CI.\n\nCloses #285\nRefs #283

* feat(memory): add offline injection robustness detector

Add a deterministic prompt-injection pattern detector, labeled offline fixtures, an acceptance benchmark, and CI coverage for Injection Robustness L1.\n\nCloses #287\nRefs #283

* feat(memory): add offline performance benchmark harness

Add a deterministic synthetic benchmark for memory search latency baselines across 10k/100k/1M scales, plus docs and smokeable unit coverage.\n\nCloses #288\nRefs #283

* feat: add ROI benchmark for repro memory

Closes #289

Refs #283

* docs: add MemoryBench epic completion report

Refs #283

* docs: add runtime memory benchmark report

Refs #283

* Docs: update README with our new name (#290)

* docs: update README with macOS python3 tips

* docs: update README with more badges

* docs: update README with deleting extra badges

* docs: update README with new god name

---------

Co-authored-by: 林杰 <linjie@linjiedeMacBook-Air.local>
Co-authored-by: 林杰 <linjie@v8d1ef64c.dip.tu-dresden.de>
Co-authored-by: 林杰 <linjie@v8d1ef43e.dip.tu-dresden.de>
Co-authored-by: 林杰 <linjie@v8d1ef6c5.dip.tu-dresden.de>

* Fix: show friendly error when backend is unreachable (#291)

* docs: update README with macOS python3 tips

* docs: update README with more badges

* docs: update README with deleting extra badges

* docs: update README with new god name

---------

Co-authored-by: 林杰 <linjie@linjiedeMacBook-Air.local>
Co-authored-by: 林杰 <linjie@v8d1ef64c.dip.tu-dresden.de>
Co-authored-by: 林杰 <linjie@v8d1ef43e.dip.tu-dresden.de>
Co-authored-by: 林杰 <linjie@v8d1ef6c5.dip.tu-dresden.de>

* feat: improve memory ROI and effectiveness benchmarks

* fix: avoid importing missing data template in main

* fix: stabilize live memory roi benchmark

* feat: expand multi-session memory effectiveness benchmark

* feat: implement MemoryBench evaluation suite with 4 bench suites

Add comprehensive memory module evaluation aligned with LongMemEval
(ICLR 2025), LoCoMo (ACL 2024), Mem0, and Letta benchmarks.

- Retrieval Bench v2: IR metrics (Recall@5=0.873, MRR@10=0.731, nDCG@10=0.747)
  with 40 annotated queries across 5 question types and 5 memory dimensions
- Scope Isolation + CRUD: zero-leak verification across user x scope matrix,
  Mem0-aligned CRUD lifecycle (add/update/delete/dedup)
- Context Extraction: L0-L3 layer completeness, precision, token budget guard,
  TrackRouter accuracy (100%), graceful degradation
- Injection Robustness L1: offline pattern detection (0% pollution, 0% FP)
- Fixture dataset: 45 memories (2 users), 12 injection patterns
- Testing documentation with methodology, validity analysis, and results

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* docs: add MemoryBench quantitative results to README

Add evaluation results section with metrics from 4 bench suites:
- Retrieval quality (Recall@5=0.873, MRR@10=0.731, nDCG@10=0.747)
- Scope isolation + CRUD lifecycle (zero leaks, all CRUD pass)
- Context extraction (100% precision, 100% router accuracy)
- Injection robustness (0% pollution, 0% false positive)

Includes LoCoMo question-type breakdown and run instructions.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* feat(AgentSwarm): add Claude/Codex workflow, workspace persistence, and human review UX (#296)

* feat(AgentSwarm): add Claude/Codex workflow, workspace persistence, and human review UX

- 添加 /api/agent-board 路由和 Swarm Commander/Dispatcher 基础架构

- 将生成的任务文件持久化到已配置的工作区

- 在工作区中为每个任务生成用户审核文档(reviews/<任务>-user-review.md)

- 添加代理看板 UI,包含看板、任务详细日志和人工审核操作

- 要求“全部运行”任务设置工作区,并添加 VS Code 打开操作

- 实现 Studio 存储和 SSE 任务的更新/插入/同步行为

- 为路由流程、持久化和超时处理添加单元/功能测试

- 更新 Studio 布局、PostCSS 配置、后端 URL 助手和锁定文件

Closes #197

* (fix)修改AI review问题

* refactor: share research fetch helpers (#295)

Co-authored-by: 林杰 <linjie@v8d1ef6c5.dip.tu-dresden.de>

* feat: add research/yearCombobox. Realted to #297

* refactor(research): dedupe fetch helpers across Research pages; fix Radix popover import; add @radix-ui/react-popover dep

* fix(web): move @radix-ui/react-popover to dependencies

* fix(research): keep track list order stable across activation

* refactor(research): share stable track merge helper

* fix(research): make paper feedback togglable

* feat(research): hide 'Open Discovery Workspace' behind feature flag

* feat(research): gate track memory button behind feature flag (#333)

* feat(research): gate track memory button behind feature flag

* fix(research): avoid reactivating already active track

* ci(vercel): add auto deploy workflow for dev branch

* feat: calm dashboard workspace (#334)

* feat: harden search and connector infrastructure (#339)

* refactor(infra): unify async request layer for connectors

Implements issue #262 by moving Arxiv/OpenAlex/PapersCool connectors onto the shared async transport with retry support, updating async call sites, and adding focused tests.

* perf(infra): batch OpenAlex ID lookups

Implements issue #267 by replacing per-ID OpenAlex work fetches with batched filter queries and adds focused coverage for the batched path.

* refactor(infra): unify Semantic Scholar client stack

Implements issue #266 by routing both the shared mixin and the scholar-tracking agent through the same SemanticScholarClient surface, removing the duplicated legacy API client path, and adding focused unification tests.

* feat(infra): harden SSE transport handling

Implements issue #263 by moving heartbeat, timeout, cancellation cleanup, and X-Accel-Buffering handling into the shared SSE wrapper and switching the streaming routes onto the common response helper with regression coverage.

* fix(infra): bound ARQ jobs and reuse event log

Implements issue #268 by adding timeout/max_tries metadata to worker functions, reusing the SqlAlchemyEventLog singleton inside the worker module, and covering both behaviors with focused tests.

* feat(search): add three-tier paper deduplicator (DOI/arxiv_id/rapidfuzz)

Replaces the identity-key-only dedup in PaperSearchService._fuse_with_rrf()
with a dedicated PaperDeduplicator that matches across DOI, arxiv_id (version-
stripped), and fuzzy title similarity via rapidfuzz. Merged papers accumulate
the best metadata (highest citations, longest abstract, union of identities).

Closes #317

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* fix(search): prevent conflicting identity dedup merges

Refs #317

* fix(embeddings): add CJK character support to hash embedding tokenizer

Extends HashEmbeddingProvider regex to include CJK Unified Ideographs
(U+4E00–U+9FFF) and Extension A (U+3400–U+4DBF), enabling proper
embedding of Chinese text.

Closes #276

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* fix(embeddings): extend hash tokenizer beyond Han-only CJK

Refs #276

---------

Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>

* fix(research): restore feedback track ux on current dev (#341)

* refactor(research): dedupe fetch helpers across Research pages; fix Radix popover import; add @radix-ui/react-popover dep

* fix(web): preserve item order in research tracks selection

Closes #304

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* refactor(web): remove unused components

Closes #305

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* fix(web): keep active research track visible

Refs #304

* fix(research): align paper feedback toggles with persisted state

Refs #324

* fix(web): add missing @radix-ui/react-popover dependency

Research page crashed with "Module not found: Can't resolve
'@radix-ui/react-popover'" because SearchBox.tsx imports popover.tsx
which depends on this package.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* fix(research): restore feedback track ux on current dev

---------

Co-authored-by: 林杰 <linjie@v8d1ef6a5.dip.tu-dresden.de>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>

* fix(web): resolve DeepCode Studio page issues

* fix(repro): improve memory and workflow correctness

* feat: add intelligence radar backend

* fix(api): block cross-user intelligence feed access

* fix(intelligence): avoid thread-unsafe refresh races

* refactor: enforce alembic-only store initialization

* fix(db): bootstrap sqlite schemas for lazy stores

* fix(stores): align ports with store interfaces

* fix(stores): align remaining port contracts

* fix(api): harden request boundaries and settings handling

* fix(api): stop trusting spoofable forwarded hosts

* fix(api): gate studio code execution by default

* fix(api): stream request-size checks safely

* feat(export): add Obsidian filesystem exporter

* feat(cli): add Obsidian export command

* feat(obsidian): finish configurable vault export workflow (#348)

* refactor(web): move workflow workbench out of dashboard

* ci(vercel): use --preview flag for dev deploy

* fix(ci): remove invalid Vercel preview flag

* fix(ci): keep Vercel secrets free of inline comments

* refactor: share candidate search boundary and simplify dashboard

* refactor(api): split paperscool search curate and ingest

* refactor(web): flatten dashboard brief snapshot

* refactor(web): reduce dashboard brief visual noise

* refactor(web): feature top dashboard signals

* fix(obsidian): harden export follow-ups

* fix(obsidian): tighten review follow-ups

* feat(web): add Obsidian handoff to Research workspace (#352)

* feat(web): add Obsidian handoff to Research workspace

* fix(web): address obsidian workspace review feedback

* feat: ship track-centric research context stack (#356)

* feat(api): add track context read model service

* feat(api): expose consolidated track context endpoint

* refactor(web): migrate research page to track context endpoint

* refactor(memory): wrap track-scoped memory access

* chore: document track-centric research model and stabilize tests

* docs: refresh readme screenshots

* fix(deps): align package manifests with runtime imports

* docs: refresh email push screenshot

* feat(research): close citation graph and obsidian export gaps (#360)

* feat(obsidian): add bidirectional vault sync

* fix(paper): improve saved papers table layout

* feat(openclaw): add paperbot plugin bridge

* fix(obsidian): address sync review feedback

* feat(web): flatten dashboard action bands

* refactor(web): condense dashboard next-up panel

* refactor(web): simplify dashboard around recommendations

* refactor(web): simplify dashboard surface and workflow copy

* feat(web): add dashboard queue actions

* fix(web): harden dashboard queue links and brief parsing

* fix(paper): unify unsave with feedback API

* fix(paper): scope saved papers per track

* fix: unblock dashboard build and e2e

* ci: add vercel pr preview automation

* fix: repair vercel preview workflow setup

* fix: run vercel build from repo root

* fix: skip preview smoke without bypass secret

* feat(auth): add multi-user authentication foundation. Related to #151

- Add User domain model and SQLAlchemy UserModel with soft-delete support
- Add SqlAlchemyUserStore with email/GitHub user CRUD, password auth, reset tokens
- Add JWT signing/verification (python-jose), bcrypt password hashing
- Add FastAPI auth dependencies: get_user_id (optional fallback) and get_current_user (strict)
- Add /api/auth routes: register, login, github/exchange, me, forgot/reset-password
- Add Alembic migrations for users and password_reset_tokens tables
- Add AUTH_OPTIONAL env var for gradual migration from legacy 'default' user
- Fix account lifecycle bugs: reactivate on OAuth re-login, reject inactive on password login
- Add auth API tests

* fix(auth): address code review feedback on PR #365

* feat(document): add explicit evidence indexing pipeline

* docs(benchmark): define document evidence eval contract

* feat(benchmark): add document evidence eval scaffold

* fix(api): restore py39 auth compatibility after dev rebase

* chore(logging): surface cleanup and FTS5 failures

* fix(paper): refine saved filters and cleanup code

* fix(paper): refine paper context cleanup and year filter

* feat(eval): support dedicated embedding benchmark providers

* feat(settings): add embedding endpoint configuration

* refactor(settings): align embedding endpoint ux with cc-switch

* refactor(settings): simplify embedding endpoint panel

* refactor(settings): tighten embedding layout on wide screens

* feat(studio): refine paper gallery icon animation and context
  workspace layout

* ci: disable native vercel git deploys

* docs: restore master demo gallery assets

* fix: unblock ci for merge-dev-into-master

* fix: address codeql alerts

* fix: harden agent board workspace path validation

---------

Co-authored-by: boyu <oor2020@163.com>
Co-authored-by: WenjingWang <jingnvx@outlook.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: 林杰 <linjie@linjiedeMacBook-Air.local>
Co-authored-by: 林杰 <linjie@v8d1ef64c.dip.tu-dresden.de>
Co-authored-by: Linjie-top <linjie666z@gmail.com>
Co-authored-by: 林杰 <linjie@v8d1ef43e.dip.tu-dresden.de>
Co-authored-by: 林杰 <linjie@v8d1ef6c5.dip.tu-dresden.de>
Co-authored-by: 林杰 <linjie@v8d1ef6a5.dip.tu-dresden.de>
Co-authored-by: 林杰 <linjie@v8d1ef4ea.dip.tu-dresden.de>
Co-authored-by: 林杰 <linjie@v8d1ef41f.dip.tu-dresden.de>
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