diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json
index 0ac81782ca5..37ac8bda9eb 100644
--- a/.devcontainer/devcontainer.json
+++ b/.devcontainer/devcontainer.json
@@ -13,6 +13,17 @@
     },
     "codespaces": {
       "repositories": {
+        "gh-aw": {
+          "permissions": {
+            "actions": "write",
+            "checks": "write",
+            "contents": "write",
+            "discussions": "write",
+            "issues": "write",
+            "pull-requests": "write",
+            "workflows": "write"
+          }
+        },
         "github/gh-aw": {
           "permissions": {
             "actions": "write",
diff --git a/.github/workflows/agent-performance-analyzer.lock.yml b/.github/workflows/agent-performance-analyzer.lock.yml
index 291d1806568..0287b9364a4 100644
--- a/.github/workflows/agent-performance-analyzer.lock.yml
+++ b/.github/workflows/agent-performance-analyzer.lock.yml
@@ -1,4 +1,4 @@
-# gh-aw-metadata: {"schema_version":"v4","frontmatter_hash":"4765b29ecc7369e236f410e9fb9dfcc648e265f4d293c1c05e6193ba6975c583","body_hash":"11bbb5dfd6b65018ff30adb4c033ba831f57c3a57ab00fcfbca6d8f557f70ed7","strict":true,"agent_id":"copilot","engine_versions":{"copilot":"1.0.75","copilot-sdk":"1.0.8"}}
+# gh-aw-metadata: {"schema_version":"v4","frontmatter_hash":"4717241fe4fbdab574034e352805809781b9f48cc3125e620cc8c3c23c0087f0","body_hash":"93ac963fe785605c68dd5d64dbaf9f5cd49eacd9638fd145ce1aac3838561946","strict":true,"agent_id":"copilot","engine_versions":{"copilot":"1.0.75","copilot-sdk":"1.0.8"}}
 # gh-aw-manifest: {"version":1,"secrets":["COPILOT_GITHUB_TOKEN","GH_AW_GITHUB_MCP_SERVER_TOKEN","GH_AW_GITHUB_TOKEN","GH_AW_OTEL_GRAFANA_AUTHORIZATION","GH_AW_OTEL_GRAFANA_ENDPOINT","GH_AW_OTEL_SENTRY_AUTHORIZATION","GH_AW_OTEL_SENTRY_ENDPOINT","GITHUB_TOKEN"],"actions":[{"repo":"actions/cache/restore","sha":"55cc8345863c7cc4c66a329aec7e433d2d1c52a9","version":"v6.1.0"},{"repo":"actions/cache/save","sha":"55cc8345863c7cc4c66a329aec7e433d2d1c52a9","version":"v6.1.0"},{"repo":"actions/checkout","sha":"3d3c42e5aac5ba805825da76410c181273ba90b1","version":"v7.0.1"},{"repo":"actions/download-artifact","sha":"3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c","version":"v8.0.1"},{"repo":"actions/github-script","sha":"3a2844b7e9c422d3c10d287c895573f7108da1b3","version":"v9.0.0"},{"repo":"actions/setup-go","sha":"b7ad1dad31e06c5925ef5d2fc7ad053ef454303e","version":"v7.0.0"},{"repo":"actions/setup-node","sha":"820762786026740c76f36085b0efc47a31fe5020","version":"v7.0.0"},{"repo":"actions/upload-artifact","sha":"043fb46d1a93c77aae656e7c1c64a875d1fc6a0a","version":"v7.0.1"},{"repo":"docker/build-push-action","sha":"53b7df96c91f9c12dcc8a07bcb9ccacbed38856a","version":"v7.3.0"},{"repo":"docker/setup-buildx-action","sha":"bb05f3f5519dd87d3ba754cc423b652a5edd6d2c","version":"v4.2.0"}],"containers":[{"image":"ghcr.io/github/gh-aw-firewall/agent:0.27.42","digest":"sha256:26a8af4e5566485b02f52af59ee03803ae798271a9619d4767e94d07806deb9b","pinned_image":"ghcr.io/github/gh-aw-firewall/agent:0.27.42@sha256:26a8af4e5566485b02f52af59ee03803ae798271a9619d4767e94d07806deb9b"},{"image":"ghcr.io/github/gh-aw-firewall/api-proxy:0.27.42","digest":"sha256:944f2686c9ab9bec338fd14b662461662f77cd12cd0ea8a3e7cb8c0987cd1607","pinned_image":"ghcr.io/github/gh-aw-firewall/api-proxy:0.27.42@sha256:944f2686c9ab9bec338fd14b662461662f77cd12cd0ea8a3e7cb8c0987cd1607"},{"image":"ghcr.io/github/gh-aw-firewall/cli-proxy:0.27.42","digest":"sha256:da006bf96d2d246dd269d57b233c1798d2ad63d6cd64ca02f7bf71045028781f","pinned_image":"ghcr.io/github/gh-aw-firewall/cli-proxy:0.27.42@sha256:da006bf96d2d246dd269d57b233c1798d2ad63d6cd64ca02f7bf71045028781f"},{"image":"ghcr.io/github/gh-aw-firewall/squid:0.27.42","digest":"sha256:42dfeb649c680a8558cd5423dbc530b653a69413e35ffbe5e71da5d48c94bdf0","pinned_image":"ghcr.io/github/gh-aw-firewall/squid:0.27.42@sha256:42dfeb649c680a8558cd5423dbc530b653a69413e35ffbe5e71da5d48c94bdf0"},{"image":"ghcr.io/github/gh-aw-mcpg:v0.4.6","digest":"sha256:fecabec51bbc41f2ad61076d6bcd9a36ef23b142e672a444e054d37fc29de93c","pinned_image":"ghcr.io/github/gh-aw-mcpg:v0.4.6@sha256:fecabec51bbc41f2ad61076d6bcd9a36ef23b142e672a444e054d37fc29de93c"},{"image":"ghcr.io/github/gh-aw-node","digest":"sha256:a8082161d7dceda14b68f32eb39d0eaa96b825d07f5895b096afab9d9e0c7748","pinned_image":"ghcr.io/github/gh-aw-node@sha256:a8082161d7dceda14b68f32eb39d0eaa96b825d07f5895b096afab9d9e0c7748"},{"image":"ghcr.io/github/github-mcp-server:v1.7.0","digest":"sha256:c491ffdf6f4c85cb5397021bc655edb8ab825c6f5f568e7597d77a1bd7c4d308","pinned_image":"ghcr.io/github/github-mcp-server:v1.7.0@sha256:c491ffdf6f4c85cb5397021bc655edb8ab825c6f5f568e7597d77a1bd7c4d308"}]}
 # This file was automatically generated by gh-aw. DO NOT EDIT. To debug this workflow, load the skill at https://github.com/github/gh-aw/blob/main/debug.md
 #
@@ -27,6 +27,7 @@
 #
 # Resolved workflow manifest:
 #   Imports:
+#     - shared/default-ai-credits-pricing.md
 #     - shared/meta-analysis-base.md
 #     - shared/otlp.md
 #     - shared/reporting.md
@@ -306,21 +307,21 @@ jobs:
         run: |
           bash "${RUNNER_TEMP}/gh-aw/actions/create_prompt_first.sh"
           {
-          cat << 'GH_AW_PROMPT_00556b7be674ff21_EOF'
+          cat << 'GH_AW_PROMPT_97e7c0576acdab68_EOF'
           <system>
-          GH_AW_PROMPT_00556b7be674ff21_EOF
+          GH_AW_PROMPT_97e7c0576acdab68_EOF
           cat "${RUNNER_TEMP}/gh-aw/prompts/xpia.md"
           cat "${RUNNER_TEMP}/gh-aw/prompts/temp_folder_prompt.md"
           cat "${RUNNER_TEMP}/gh-aw/prompts/markdown.md"
           cat "${RUNNER_TEMP}/gh-aw/prompts/repo_memory_prompt.md"
           cat "${RUNNER_TEMP}/gh-aw/prompts/safe_outputs_prompt.md"
-          cat << 'GH_AW_PROMPT_00556b7be674ff21_EOF'
+          cat << 'GH_AW_PROMPT_97e7c0576acdab68_EOF'
           <safe-output-tools>
           Tools: add_comment(max:10), create_issue(max:5), create_discussion, missing_tool, missing_data, noop
           </safe-output-tools>
-          GH_AW_PROMPT_00556b7be674ff21_EOF
+          GH_AW_PROMPT_97e7c0576acdab68_EOF
           cat "${RUNNER_TEMP}/gh-aw/prompts/mcp_cli_tools_prompt.md"
-          cat << 'GH_AW_PROMPT_00556b7be674ff21_EOF'
+          cat << 'GH_AW_PROMPT_97e7c0576acdab68_EOF'
           <github-context>
           The following GitHub context information is available for this workflow:
           {{#if github.actor}}
@@ -349,15 +350,16 @@ jobs:
           {{/if}}
           </github-context>
 
-          GH_AW_PROMPT_00556b7be674ff21_EOF
+          GH_AW_PROMPT_97e7c0576acdab68_EOF
           cat "${RUNNER_TEMP}/gh-aw/prompts/cli_proxy_with_safeoutputs_prompt.md"
-          cat << 'GH_AW_PROMPT_00556b7be674ff21_EOF'
+          cat << 'GH_AW_PROMPT_97e7c0576acdab68_EOF'
           </system>
           **IMPORTANT**: When analyzing agentic workflows, use the `agentic-workflows` tool to read workflow files.
           {{#runtime-import .github/workflows/shared/reporting.md}}
           {{#runtime-import .github/workflows/shared/otlp.md}}
+          {{#runtime-import .github/workflows/shared/default-ai-credits-pricing.md}}
           {{#runtime-import .github/workflows/agent-performance-analyzer.md}}
-          GH_AW_PROMPT_00556b7be674ff21_EOF
+          GH_AW_PROMPT_97e7c0576acdab68_EOF
           } > "$GH_AW_PROMPT"
       - name: Interpolate variables and render templates
         uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
@@ -1017,7 +1019,7 @@ jobs:
           export COPILOT_API_KEY="$COPILOT_DUMMY_BYOK"
           (umask 177 && touch /tmp/gh-aw/agent-stdio.log)
           # shellcheck disable=SC2016
-          printf '%s\n' '{"$schema":"https://github.com/github/gh-aw-firewall/releases/download/v0.27.42/awf-config.schema.json","network":{"allowDomains":["*.grafana.net","*.sentry.io","api.business.githubcopilot.com","api.enterprise.githubcopilot.com","api.github.com","api.githubcopilot.com","api.individual.githubcopilot.com","api.snapcraft.io","archive.ubuntu.com","azure.archive.ubuntu.com","crl.geotrust.com","crl.globalsign.com","crl.identrust.com","crl.sectigo.com","crl.thawte.com","crl.usertrust.com","crl.verisign.com","crl3.digicert.com","crl4.digicert.com","crls.ssl.com","github.com","host.docker.internal","json-schema.org","json.schemastore.org","keyserver.ubuntu.com","ocsp.digicert.com","ocsp.geotrust.com","ocsp.globalsign.com","ocsp.identrust.com","ocsp.sectigo.com","ocsp.ssl.com","ocsp.thawte.com","ocsp.usertrust.com","ocsp.verisign.com","packagecloud.io","packages.cloud.google.com","packages.microsoft.com","ppa.launchpad.net","raw.githubusercontent.com","registry.npmjs.org","s.symcb.com","s.symcd.com","security.ubuntu.com","telemetry.enterprise.githubcopilot.com","ts-crl.ws.symantec.com","ts-ocsp.ws.symantec.com","www.googleapis.com"],"isolation":true,"topologyAttach":["awmg-mcpg","awmg-cli-proxy"]},"apiProxy":{"enabled":true,"enableTokenSteering":true,"maxRuns":500,"maxCacheMisses":5,"maxAiCredits":1500,"models":{"agent":["sonnet-6x","gpt-5.4","gpt-5.5","gpt-5.6","gpt-5.3","gemini-pro","any"],"antigravity":["copilot/antigravity*","google/antigravity*","gemini/antigravity*"],"any":["copilot/*","anthropic/*","openai/*","google/*","gemini/*"],"auto":["copilot/auto","large"],"claude":["agent"],"codex":["agent"],"coding":["copilot/gpt-5*codex*","openai/gpt-5*codex*","gpt-5-codex","kimi"],"computer-use":["copilot/*computer-use*","google/*computer-use*","gemini/*computer-use*","openai/*computer-use*"],"copilot":["agent"],"deep-research":["copilot/deep-research*","copilot/o3-deep-research*","copilot/o4-mini-deep-research*","google/deep-research*","gemini/deep-research*","openai/o3-deep-research*","openai/o4-mini-deep-research*"],"fable":["copilot/*fable*","anthropic/*fable*"],"gemini":["agent"],"gemini-3-flash":["copilot/gemini-3*flash*","google/gemini-3*flash*","gemini/gemini-3*flash*"],"gemini-3-pro":["copilot/gemini-3*pro*","google/gemini-3*pro*","google/nano-banana*","gemini/gemini-3*pro*"],"gemini-3.1-flash":["copilot/gemini-3.1*flash*","google/gemini-3.1*flash*","gemini/gemini-3.1*flash*"],"gemini-3.1-pro":["copilot/gemini-3.1*pro*","google/gemini-3.1*pro*","gemini/gemini-3.1*pro*"],"gemini-3.5-flash":["copilot/gemini-3.5*flash*","google/gemini-3.5*flash*","gemini/gemini-3.5*flash*"],"gemini-3.6-flash":["copilot/gemini-3.6*flash*","google/gemini-3.6*flash*","gemini/gemini-3.6*flash*"],"gemini-flash":["copilot/gemini-*flash*","google/gemini-*flash*","gemini/gemini-*flash*"],"gemini-flash-lite":["copilot/gemini-*flash*lite*","google/gemini-*flash*lite*","gemini/gemini-*flash*lite*"],"gemini-omni":["copilot/gemini-omni*","google/gemini-omni*","gemini/gemini-omni*"],"gemini-pro":["copilot/gemini-*pro*","google/gemini-*pro*","gemini/gemini-*pro*"],"gemma":["copilot/gemma*","google/gemma*","gemini/gemma*"],"gpt-5":["copilot/gpt-5*","openai/gpt-5*"],"gpt-5-codex":["copilot/gpt-5*codex*","openai/gpt-5*codex*"],"gpt-5-mini":["copilot/gpt-5*mini*","openai/gpt-5*mini*"],"gpt-5-nano":["copilot/gpt-5*nano*","openai/gpt-5*nano*"],"gpt-5-pro":["copilot/gpt-5*pro*","openai/gpt-5*pro*"],"gpt-5.1":["copilot/gpt-5.1*","openai/gpt-5.1*"],"gpt-5.2":["copilot/gpt-5.2*","openai/gpt-5.2*"],"gpt-5.3":["copilot/gpt-5.3*","openai/gpt-5.3*"],"gpt-5.4":["copilot/gpt-5.4*","openai/gpt-5.4*"],"gpt-5.5":["copilot/gpt-5.5*","openai/gpt-5.5*"],"gpt-5.6":["copilot/gpt-5.6*","openai/gpt-5.6*"],"haiku":["copilot/*haiku*","anthropic/*haiku*"],"image-generation":["copilot/gpt-image*","openai/gpt-image*","openai/chatgpt-image*","copilot/gemini-*image*","google/gemini-*image*","gemini/gemini-*image*","google/imagen*"],"kimi":["copilot/kimi*","openai/kimi*"],"kiwi":["copilot/kiwi*","openai/kiwi*"],"large":["fable","sonnet","gpt-5-pro","gpt-5","gemini-pro"],"lyria":["google/lyria*","gemini/lyria*","copilot/lyria*"],"mai-code":["copilot/MAI-Code*","copilot/mai-code*","openai/MAI-Code*"],"mai-code-1-flash-picker":["copilot/MAI-Code-1-Flash-picker*","copilot/mai-code-1-flash-picker*","openai/MAI-Code-1-Flash-picker*"],"mini":["haiku","gpt-5-mini","gpt-5-nano","gemini-flash-lite"],"nano-banana":["copilot/nano-banana*","google/nano-banana*","gemini/nano-banana*"],"opus":["copilot/*opus*","anthropic/*opus*"],"opusplan":["opus?effort=high"],"raptor-mini":["copilot/raptor*","openai/raptor*"],"reasoning":["copilot/o1*","copilot/o3*","copilot/o4*","openai/o1*","openai/o3*","openai/o4*"],"robotics":["copilot/*robotics*","google/*robotics*","gemini/*robotics*"],"small":["mini"],"small-agent":["haiku","gpt-5-mini","gemini-flash"],"sonnet":["copilot/*sonnet*","anthropic/*sonnet*"],"sonnet-6x":["copilot/*sonnet-4.5*","copilot/*sonnet-4.6*","copilot/*sonnet-5*","copilot/*sonnet-4-5-*","anthropic/*sonnet-4-5-*","copilot/*sonnet-4-6*","anthropic/*sonnet-4-6*","anthropic/*sonnet-5*"],"summarization":["haiku","gpt-5-mini","gemini-flash-lite","mini"],"veo":["google/veo*","gemini/veo*"],"vision":["copilot/gemini-*image*","google/gemini-*image*","gemini/gemini-*image*","copilot/gemini-*flash*","google/gemini-*flash*","gemini/gemini-*flash*"]}},"container":{"imageTag":"0.27.42,squid=sha256:42dfeb649c680a8558cd5423dbc530b653a69413e35ffbe5e71da5d48c94bdf0,agent=sha256:26a8af4e5566485b02f52af59ee03803ae798271a9619d4767e94d07806deb9b,agent-act=sha256:a14ad974484aa518aab83d40f3f141175dfd171d3745e01c092375b970f73a20,api-proxy=sha256:944f2686c9ab9bec338fd14b662461662f77cd12cd0ea8a3e7cb8c0987cd1607,cli-proxy=sha256:da006bf96d2d246dd269d57b233c1798d2ad63d6cd64ca02f7bf71045028781f"},"logging":{"proxyLogsDir":"/tmp/gh-aw/sandbox/firewall/logs","auditDir":"/tmp/gh-aw/sandbox/firewall/audit"}}' > "${RUNNER_TEMP}/gh-aw/awf-config.json"
+          printf '%s\n' '{"$schema":"https://github.com/github/gh-aw-firewall/releases/download/v0.27.42/awf-config.schema.json","network":{"allowDomains":["*.grafana.net","*.sentry.io","api.business.githubcopilot.com","api.enterprise.githubcopilot.com","api.github.com","api.githubcopilot.com","api.individual.githubcopilot.com","api.snapcraft.io","archive.ubuntu.com","azure.archive.ubuntu.com","crl.geotrust.com","crl.globalsign.com","crl.identrust.com","crl.sectigo.com","crl.thawte.com","crl.usertrust.com","crl.verisign.com","crl3.digicert.com","crl4.digicert.com","crls.ssl.com","github.com","host.docker.internal","json-schema.org","json.schemastore.org","keyserver.ubuntu.com","ocsp.digicert.com","ocsp.geotrust.com","ocsp.globalsign.com","ocsp.identrust.com","ocsp.sectigo.com","ocsp.ssl.com","ocsp.thawte.com","ocsp.usertrust.com","ocsp.verisign.com","packagecloud.io","packages.cloud.google.com","packages.microsoft.com","ppa.launchpad.net","raw.githubusercontent.com","registry.npmjs.org","s.symcb.com","s.symcd.com","security.ubuntu.com","telemetry.enterprise.githubcopilot.com","ts-crl.ws.symantec.com","ts-ocsp.ws.symantec.com","www.googleapis.com"],"isolation":true,"topologyAttach":["awmg-mcpg","awmg-cli-proxy"]},"apiProxy":{"enabled":true,"enableTokenSteering":true,"maxRuns":500,"maxCacheMisses":5,"maxAiCredits":1500,"defaultAiCreditsPricing":{"input":5,"output":25},"models":{"agent":["sonnet-6x","gpt-5.4","gpt-5.5","gpt-5.6","gpt-5.3","gemini-pro","any"],"antigravity":["copilot/antigravity*","google/antigravity*","gemini/antigravity*"],"any":["copilot/*","anthropic/*","openai/*","google/*","gemini/*"],"auto":["copilot/auto","large"],"claude":["agent"],"codex":["agent"],"coding":["copilot/gpt-5*codex*","openai/gpt-5*codex*","gpt-5-codex","kimi"],"computer-use":["copilot/*computer-use*","google/*computer-use*","gemini/*computer-use*","openai/*computer-use*"],"copilot":["agent"],"deep-research":["copilot/deep-research*","copilot/o3-deep-research*","copilot/o4-mini-deep-research*","google/deep-research*","gemini/deep-research*","openai/o3-deep-research*","openai/o4-mini-deep-research*"],"fable":["copilot/*fable*","anthropic/*fable*"],"gemini":["agent"],"gemini-3-flash":["copilot/gemini-3*flash*","google/gemini-3*flash*","gemini/gemini-3*flash*"],"gemini-3-pro":["copilot/gemini-3*pro*","google/gemini-3*pro*","google/nano-banana*","gemini/gemini-3*pro*"],"gemini-3.1-flash":["copilot/gemini-3.1*flash*","google/gemini-3.1*flash*","gemini/gemini-3.1*flash*"],"gemini-3.1-pro":["copilot/gemini-3.1*pro*","google/gemini-3.1*pro*","gemini/gemini-3.1*pro*"],"gemini-3.5-flash":["copilot/gemini-3.5*flash*","google/gemini-3.5*flash*","gemini/gemini-3.5*flash*"],"gemini-3.6-flash":["copilot/gemini-3.6*flash*","google/gemini-3.6*flash*","gemini/gemini-3.6*flash*"],"gemini-flash":["copilot/gemini-*flash*","google/gemini-*flash*","gemini/gemini-*flash*"],"gemini-flash-lite":["copilot/gemini-*flash*lite*","google/gemini-*flash*lite*","gemini/gemini-*flash*lite*"],"gemini-omni":["copilot/gemini-omni*","google/gemini-omni*","gemini/gemini-omni*"],"gemini-pro":["copilot/gemini-*pro*","google/gemini-*pro*","gemini/gemini-*pro*"],"gemma":["copilot/gemma*","google/gemma*","gemini/gemma*"],"gpt-5":["copilot/gpt-5*","openai/gpt-5*"],"gpt-5-codex":["copilot/gpt-5*codex*","openai/gpt-5*codex*"],"gpt-5-mini":["copilot/gpt-5*mini*","openai/gpt-5*mini*"],"gpt-5-nano":["copilot/gpt-5*nano*","openai/gpt-5*nano*"],"gpt-5-pro":["copilot/gpt-5*pro*","openai/gpt-5*pro*"],"gpt-5.1":["copilot/gpt-5.1*","openai/gpt-5.1*"],"gpt-5.2":["copilot/gpt-5.2*","openai/gpt-5.2*"],"gpt-5.3":["copilot/gpt-5.3*","openai/gpt-5.3*"],"gpt-5.4":["copilot/gpt-5.4*","openai/gpt-5.4*"],"gpt-5.5":["copilot/gpt-5.5*","openai/gpt-5.5*"],"gpt-5.6":["copilot/gpt-5.6*","openai/gpt-5.6*"],"haiku":["copilot/*haiku*","anthropic/*haiku*"],"image-generation":["copilot/gpt-image*","openai/gpt-image*","openai/chatgpt-image*","copilot/gemini-*image*","google/gemini-*image*","gemini/gemini-*image*","google/imagen*"],"kimi":["copilot/kimi*","openai/kimi*"],"kiwi":["copilot/kiwi*","openai/kiwi*"],"large":["fable","sonnet","gpt-5-pro","gpt-5","gemini-pro"],"lyria":["google/lyria*","gemini/lyria*","copilot/lyria*"],"mai-code":["copilot/MAI-Code*","copilot/mai-code*","openai/MAI-Code*"],"mai-code-1-flash-picker":["copilot/MAI-Code-1-Flash-picker*","copilot/mai-code-1-flash-picker*","openai/MAI-Code-1-Flash-picker*"],"mini":["haiku","gpt-5-mini","gpt-5-nano","gemini-flash-lite"],"nano-banana":["copilot/nano-banana*","google/nano-banana*","gemini/nano-banana*"],"opus":["copilot/*opus*","anthropic/*opus*"],"opusplan":["opus?effort=high"],"raptor-mini":["copilot/raptor*","openai/raptor*"],"reasoning":["copilot/o1*","copilot/o3*","copilot/o4*","openai/o1*","openai/o3*","openai/o4*"],"robotics":["copilot/*robotics*","google/*robotics*","gemini/*robotics*"],"small":["mini"],"small-agent":["haiku","gpt-5-mini","gemini-flash"],"sonnet":["copilot/*sonnet*","anthropic/*sonnet*"],"sonnet-6x":["copilot/*sonnet-4.5*","copilot/*sonnet-4.6*","copilot/*sonnet-5*","copilot/*sonnet-4-5-*","anthropic/*sonnet-4-5-*","copilot/*sonnet-4-6*","anthropic/*sonnet-4-6*","anthropic/*sonnet-5*"],"summarization":["haiku","gpt-5-mini","gemini-flash-lite","mini"],"veo":["google/veo*","gemini/veo*"],"vision":["copilot/gemini-*image*","google/gemini-*image*","gemini/gemini-*image*","copilot/gemini-*flash*","google/gemini-*flash*","gemini/gemini-*flash*"]}},"container":{"imageTag":"0.27.42,squid=sha256:42dfeb649c680a8558cd5423dbc530b653a69413e35ffbe5e71da5d48c94bdf0,agent=sha256:26a8af4e5566485b02f52af59ee03803ae798271a9619d4767e94d07806deb9b,agent-act=sha256:a14ad974484aa518aab83d40f3f141175dfd171d3745e01c092375b970f73a20,api-proxy=sha256:944f2686c9ab9bec338fd14b662461662f77cd12cd0ea8a3e7cb8c0987cd1607,cli-proxy=sha256:da006bf96d2d246dd269d57b233c1798d2ad63d6cd64ca02f7bf71045028781f"},"logging":{"proxyLogsDir":"/tmp/gh-aw/sandbox/firewall/logs","auditDir":"/tmp/gh-aw/sandbox/firewall/audit"}}' > "${RUNNER_TEMP}/gh-aw/awf-config.json"
           cp "${RUNNER_TEMP}/gh-aw/awf-config.json" /tmp/gh-aw/awf-config.json
           export GH_AW_MODELS_JSON_PATH="/tmp/gh-aw/models.json"
           GH_AW_DOCKER_HOST=""
diff --git a/.github/workflows/agent-performance-analyzer.md b/.github/workflows/agent-performance-analyzer.md
index a9356cd57a6..7665ee4b428 100644
--- a/.github/workflows/agent-performance-analyzer.md
+++ b/.github/workflows/agent-performance-analyzer.md
@@ -31,6 +31,7 @@ imports:
       toolsets: [default, actions, repos]
   - shared/reporting.md
   - shared/otlp.md
+  - shared/default-ai-credits-pricing.md
 safe-outputs:
   create-issue:
     expires: 2d
diff --git a/.github/workflows/audit-workflows.lock.yml b/.github/workflows/audit-workflows.lock.yml
index 46214a64ce9..63fe79f109b 100644
--- a/.github/workflows/audit-workflows.lock.yml
+++ b/.github/workflows/audit-workflows.lock.yml
@@ -1,4 +1,4 @@
-# gh-aw-metadata: {"schema_version":"v4","frontmatter_hash":"c7ff24d3d0dcf2b3fe92a4cb86ea4542501e862cbcdc0c6617b7dd0211a3d018","body_hash":"62e3e27e5cb1e0b0dca7ae1275994ecafdd2ac73c2f2d21cac7630aa15c8d180","strict":true,"agent_id":"claude","engine_versions":{"claude":"2.1.220"}}
+# gh-aw-metadata: {"schema_version":"v4","frontmatter_hash":"42be9f995da2603a43d81e2e079ac3416668c62016f037884f5dd4436651fe28","body_hash":"679ffc9cc2b11b1925cbc6a1f3dc4987e424ea1005b8852dcfa5c8feb24a62a8","strict":true,"agent_id":"claude","engine_versions":{"claude":"2.1.220"}}
 # gh-aw-manifest: {"version":1,"secrets":["ANTHROPIC_API_KEY","COPILOT_GITHUB_TOKEN","GH_AW_GITHUB_MCP_SERVER_TOKEN","GH_AW_GITHUB_TOKEN","GH_AW_OTEL_GRAFANA_AUTHORIZATION","GH_AW_OTEL_GRAFANA_ENDPOINT","GH_AW_OTEL_SENTRY_AUTHORIZATION","GH_AW_OTEL_SENTRY_ENDPOINT","GITHUB_TOKEN"],"actions":[{"repo":"actions/cache/restore","sha":"55cc8345863c7cc4c66a329aec7e433d2d1c52a9","version":"v6.1.0"},{"repo":"actions/cache/save","sha":"55cc8345863c7cc4c66a329aec7e433d2d1c52a9","version":"v6.1.0"},{"repo":"actions/checkout","sha":"3d3c42e5aac5ba805825da76410c181273ba90b1","version":"v7.0.1"},{"repo":"actions/download-artifact","sha":"3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c","version":"v8.0.1"},{"repo":"actions/github-script","sha":"3a2844b7e9c422d3c10d287c895573f7108da1b3","version":"v9.0.0"},{"repo":"actions/setup-go","sha":"b7ad1dad31e06c5925ef5d2fc7ad053ef454303e","version":"v7.0.0"},{"repo":"actions/setup-node","sha":"820762786026740c76f36085b0efc47a31fe5020","version":"v7.0.0"},{"repo":"actions/setup-python","sha":"5fda3b95a4ea91299a34e894583c3862153e4b97","version":"v7.0.0"},{"repo":"actions/upload-artifact","sha":"043fb46d1a93c77aae656e7c1c64a875d1fc6a0a","version":"v7.0.1"},{"repo":"docker/build-push-action","sha":"53b7df96c91f9c12dcc8a07bcb9ccacbed38856a","version":"v7.3.0"},{"repo":"docker/setup-buildx-action","sha":"bb05f3f5519dd87d3ba754cc423b652a5edd6d2c","version":"v4.2.0"}],"containers":[{"image":"ghcr.io/github/gh-aw-firewall/agent:0.27.42","digest":"sha256:26a8af4e5566485b02f52af59ee03803ae798271a9619d4767e94d07806deb9b","pinned_image":"ghcr.io/github/gh-aw-firewall/agent:0.27.42@sha256:26a8af4e5566485b02f52af59ee03803ae798271a9619d4767e94d07806deb9b"},{"image":"ghcr.io/github/gh-aw-firewall/api-proxy:0.27.42","digest":"sha256:944f2686c9ab9bec338fd14b662461662f77cd12cd0ea8a3e7cb8c0987cd1607","pinned_image":"ghcr.io/github/gh-aw-firewall/api-proxy:0.27.42@sha256:944f2686c9ab9bec338fd14b662461662f77cd12cd0ea8a3e7cb8c0987cd1607"},{"image":"ghcr.io/github/gh-aw-firewall/squid:0.27.42","digest":"sha256:42dfeb649c680a8558cd5423dbc530b653a69413e35ffbe5e71da5d48c94bdf0","pinned_image":"ghcr.io/github/gh-aw-firewall/squid:0.27.42@sha256:42dfeb649c680a8558cd5423dbc530b653a69413e35ffbe5e71da5d48c94bdf0"},{"image":"ghcr.io/github/gh-aw-mcpg:v0.4.6","digest":"sha256:fecabec51bbc41f2ad61076d6bcd9a36ef23b142e672a444e054d37fc29de93c","pinned_image":"ghcr.io/github/gh-aw-mcpg:v0.4.6@sha256:fecabec51bbc41f2ad61076d6bcd9a36ef23b142e672a444e054d37fc29de93c"},{"image":"ghcr.io/github/gh-aw-node","digest":"sha256:a8082161d7dceda14b68f32eb39d0eaa96b825d07f5895b096afab9d9e0c7748","pinned_image":"ghcr.io/github/gh-aw-node@sha256:a8082161d7dceda14b68f32eb39d0eaa96b825d07f5895b096afab9d9e0c7748"},{"image":"ghcr.io/github/github-mcp-server:v1.7.0","digest":"sha256:c491ffdf6f4c85cb5397021bc655edb8ab825c6f5f568e7597d77a1bd7c4d308","pinned_image":"ghcr.io/github/github-mcp-server:v1.7.0@sha256:c491ffdf6f4c85cb5397021bc655edb8ab825c6f5f568e7597d77a1bd7c4d308"}]}
 # This file was automatically generated by gh-aw. DO NOT EDIT. To debug this workflow, load the skill at https://github.com/github/gh-aw/blob/main/debug.md
 #
@@ -29,6 +29,7 @@
 #   Imports:
 #     - ../skills/jqschema/SKILL.md
 #     - shared/daily-audit-discussion.md
+#     - shared/default-ai-credits-pricing.md
 #     - shared/otlp.md
 #     - shared/repo-memory-standard.md
 #     - shared/reporting.md
@@ -318,24 +319,24 @@ jobs:
         run: |
           bash "${RUNNER_TEMP}/gh-aw/actions/create_prompt_first.sh"
           {
-          cat << 'GH_AW_PROMPT_1db824f8af6672ce_EOF'
+          cat << 'GH_AW_PROMPT_8269473619db68b7_EOF'
           <system>
-          GH_AW_PROMPT_1db824f8af6672ce_EOF
+          GH_AW_PROMPT_8269473619db68b7_EOF
           cat "${RUNNER_TEMP}/gh-aw/prompts/xpia.md"
           cat "${RUNNER_TEMP}/gh-aw/prompts/temp_folder_prompt.md"
           cat "${RUNNER_TEMP}/gh-aw/prompts/markdown.md"
           cat "${RUNNER_TEMP}/gh-aw/prompts/cache_memory_prompt.md"
           cat "${RUNNER_TEMP}/gh-aw/prompts/repo_memory_prompt.md"
           cat "${RUNNER_TEMP}/gh-aw/prompts/safe_outputs_prompt.md"
-          cat << 'GH_AW_PROMPT_1db824f8af6672ce_EOF'
+          cat << 'GH_AW_PROMPT_8269473619db68b7_EOF'
           <safe-output-tools>
           Tools: create_discussion, upload_asset(max:3), missing_tool, missing_data, noop
 
           upload_asset: provide a file path; returns a URL; assets are published after the workflow completes (safeoutputs).
           </safe-output-tools>
-          GH_AW_PROMPT_1db824f8af6672ce_EOF
+          GH_AW_PROMPT_8269473619db68b7_EOF
           cat "${RUNNER_TEMP}/gh-aw/prompts/mcp_cli_tools_prompt.md"
-          cat << 'GH_AW_PROMPT_1db824f8af6672ce_EOF'
+          cat << 'GH_AW_PROMPT_8269473619db68b7_EOF'
           <github-context>
           The following GitHub context information is available for this workflow:
           {{#if github.actor}}
@@ -364,16 +365,17 @@ jobs:
           {{/if}}
           </github-context>
 
-          GH_AW_PROMPT_1db824f8af6672ce_EOF
+          GH_AW_PROMPT_8269473619db68b7_EOF
           cat "${RUNNER_TEMP}/gh-aw/prompts/github_mcp_tools_with_safeoutputs_prompt.md"
-          cat << 'GH_AW_PROMPT_1db824f8af6672ce_EOF'
+          cat << 'GH_AW_PROMPT_8269473619db68b7_EOF'
           </system>
           {{#runtime-import .github/skills/jqschema/SKILL.md}}
           {{#runtime-import .github/workflows/shared/otlp.md}}
+          {{#runtime-import .github/workflows/shared/default-ai-credits-pricing.md}}
           {{#runtime-import .github/workflows/shared/trending-charts-simple.md}}
           {{#runtime-import .github/workflows/shared/reporting.md}}
           {{#runtime-import .github/workflows/audit-workflows.md}}
-          GH_AW_PROMPT_1db824f8af6672ce_EOF
+          GH_AW_PROMPT_8269473619db68b7_EOF
           } > "$GH_AW_PROMPT"
       - name: Interpolate variables and render templates
         uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
@@ -1098,7 +1100,7 @@ jobs:
           touch /tmp/gh-aw/agent-step-summary.md
           (umask 177 && touch /tmp/gh-aw/agent-stdio.log)
           # shellcheck disable=SC2016
-          printf '%s\n' '{"$schema":"https://github.com/github/gh-aw-firewall/releases/download/v0.27.42/awf-config.schema.json","network":{"allowDomains":["*.githubusercontent.com","*.grafana.net","*.pythonhosted.org","*.sentry.io","anaconda.org","anthropic.com","api.anthropic.com","api.github.com","api.snapcraft.io","archive.ubuntu.com","azure.archive.ubuntu.com","binstar.org","bootstrap.pypa.io","cdn.playwright.dev","codeload.github.com","conda.anaconda.org","conda.binstar.org","crl.geotrust.com","crl.globalsign.com","crl.identrust.com","crl.sectigo.com","crl.thawte.com","crl.usertrust.com","crl.verisign.com","crl3.digicert.com","crl4.digicert.com","crls.ssl.com","files.pythonhosted.org","ghcr.io","github-cloud.githubusercontent.com","github-cloud.s3.amazonaws.com","github.com","host.docker.internal","json-schema.org","json.schemastore.org","keyserver.ubuntu.com","lfs.github.com","objects.githubusercontent.com","ocsp.digicert.com","ocsp.geotrust.com","ocsp.globalsign.com","ocsp.identrust.com","ocsp.sectigo.com","ocsp.ssl.com","ocsp.thawte.com","ocsp.usertrust.com","ocsp.verisign.com","packagecloud.io","packages.cloud.google.com","packages.microsoft.com","pip.pypa.io","playwright.download.prss.microsoft.com","ppa.launchpad.net","pypi.org","pypi.python.org","raw.githubusercontent.com","registry.npmjs.org","repo.anaconda.com","repo.continuum.io","s.symcb.com","s.symcd.com","security.ubuntu.com","sentry.io","statsig.anthropic.com","ts-crl.ws.symantec.com","ts-ocsp.ws.symantec.com","www.googleapis.com"],"isolation":true,"topologyAttach":["awmg-mcpg"]},"apiProxy":{"enabled":true,"enableTokenSteering":true,"maxRuns":500,"maxCacheMisses":5,"maxAiCredits":1500,"models":{"agent":["sonnet-6x","gpt-5.4","gpt-5.5","gpt-5.6","gpt-5.3","gemini-pro","any"],"antigravity":["copilot/antigravity*","google/antigravity*","gemini/antigravity*"],"any":["copilot/*","anthropic/*","openai/*","google/*","gemini/*"],"auto":["copilot/auto","large"],"claude":["agent"],"codex":["agent"],"coding":["copilot/gpt-5*codex*","openai/gpt-5*codex*","gpt-5-codex","kimi"],"computer-use":["copilot/*computer-use*","google/*computer-use*","gemini/*computer-use*","openai/*computer-use*"],"copilot":["agent"],"deep-research":["copilot/deep-research*","copilot/o3-deep-research*","copilot/o4-mini-deep-research*","google/deep-research*","gemini/deep-research*","openai/o3-deep-research*","openai/o4-mini-deep-research*"],"fable":["copilot/*fable*","anthropic/*fable*"],"gemini":["agent"],"gemini-3-flash":["copilot/gemini-3*flash*","google/gemini-3*flash*","gemini/gemini-3*flash*"],"gemini-3-pro":["copilot/gemini-3*pro*","google/gemini-3*pro*","google/nano-banana*","gemini/gemini-3*pro*"],"gemini-3.1-flash":["copilot/gemini-3.1*flash*","google/gemini-3.1*flash*","gemini/gemini-3.1*flash*"],"gemini-3.1-pro":["copilot/gemini-3.1*pro*","google/gemini-3.1*pro*","gemini/gemini-3.1*pro*"],"gemini-3.5-flash":["copilot/gemini-3.5*flash*","google/gemini-3.5*flash*","gemini/gemini-3.5*flash*"],"gemini-3.6-flash":["copilot/gemini-3.6*flash*","google/gemini-3.6*flash*","gemini/gemini-3.6*flash*"],"gemini-flash":["copilot/gemini-*flash*","google/gemini-*flash*","gemini/gemini-*flash*"],"gemini-flash-lite":["copilot/gemini-*flash*lite*","google/gemini-*flash*lite*","gemini/gemini-*flash*lite*"],"gemini-omni":["copilot/gemini-omni*","google/gemini-omni*","gemini/gemini-omni*"],"gemini-pro":["copilot/gemini-*pro*","google/gemini-*pro*","gemini/gemini-*pro*"],"gemma":["copilot/gemma*","google/gemma*","gemini/gemma*"],"gpt-5":["copilot/gpt-5*","openai/gpt-5*"],"gpt-5-codex":["copilot/gpt-5*codex*","openai/gpt-5*codex*"],"gpt-5-mini":["copilot/gpt-5*mini*","openai/gpt-5*mini*"],"gpt-5-nano":["copilot/gpt-5*nano*","openai/gpt-5*nano*"],"gpt-5-pro":["copilot/gpt-5*pro*","openai/gpt-5*pro*"],"gpt-5.1":["copilot/gpt-5.1*","openai/gpt-5.1*"],"gpt-5.2":["copilot/gpt-5.2*","openai/gpt-5.2*"],"gpt-5.3":["copilot/gpt-5.3*","openai/gpt-5.3*"],"gpt-5.4":["copilot/gpt-5.4*","openai/gpt-5.4*"],"gpt-5.5":["copilot/gpt-5.5*","openai/gpt-5.5*"],"gpt-5.6":["copilot/gpt-5.6*","openai/gpt-5.6*"],"haiku":["copilot/*haiku*","anthropic/*haiku*"],"image-generation":["copilot/gpt-image*","openai/gpt-image*","openai/chatgpt-image*","copilot/gemini-*image*","google/gemini-*image*","gemini/gemini-*image*","google/imagen*"],"kimi":["copilot/kimi*","openai/kimi*"],"kiwi":["copilot/kiwi*","openai/kiwi*"],"large":["fable","sonnet","gpt-5-pro","gpt-5","gemini-pro"],"lyria":["google/lyria*","gemini/lyria*","copilot/lyria*"],"mai-code":["copilot/MAI-Code*","copilot/mai-code*","openai/MAI-Code*"],"mai-code-1-flash-picker":["copilot/MAI-Code-1-Flash-picker*","copilot/mai-code-1-flash-picker*","openai/MAI-Code-1-Flash-picker*"],"mini":["haiku","gpt-5-mini","gpt-5-nano","gemini-flash-lite"],"nano-banana":["copilot/nano-banana*","google/nano-banana*","gemini/nano-banana*"],"opus":["copilot/*opus*","anthropic/*opus*"],"opusplan":["opus?effort=high"],"raptor-mini":["copilot/raptor*","openai/raptor*"],"reasoning":["copilot/o1*","copilot/o3*","copilot/o4*","openai/o1*","openai/o3*","openai/o4*"],"robotics":["copilot/*robotics*","google/*robotics*","gemini/*robotics*"],"small":["mini"],"small-agent":["haiku","gpt-5-mini","gemini-flash"],"sonnet":["copilot/*sonnet*","anthropic/*sonnet*"],"sonnet-6x":["copilot/*sonnet-4.5*","copilot/*sonnet-4.6*","copilot/*sonnet-5*","copilot/*sonnet-4-5-*","anthropic/*sonnet-4-5-*","copilot/*sonnet-4-6*","anthropic/*sonnet-4-6*","anthropic/*sonnet-5*"],"summarization":["haiku","gpt-5-mini","gemini-flash-lite","mini"],"veo":["google/veo*","gemini/veo*"],"vision":["copilot/gemini-*image*","google/gemini-*image*","gemini/gemini-*image*","copilot/gemini-*flash*","google/gemini-*flash*","gemini/gemini-*flash*"]}},"container":{"imageTag":"0.27.42,squid=sha256:42dfeb649c680a8558cd5423dbc530b653a69413e35ffbe5e71da5d48c94bdf0,agent=sha256:26a8af4e5566485b02f52af59ee03803ae798271a9619d4767e94d07806deb9b,agent-act=sha256:a14ad974484aa518aab83d40f3f141175dfd171d3745e01c092375b970f73a20,api-proxy=sha256:944f2686c9ab9bec338fd14b662461662f77cd12cd0ea8a3e7cb8c0987cd1607,cli-proxy=sha256:da006bf96d2d246dd269d57b233c1798d2ad63d6cd64ca02f7bf71045028781f"},"logging":{"proxyLogsDir":"/tmp/gh-aw/sandbox/firewall/logs","auditDir":"/tmp/gh-aw/sandbox/firewall/audit"}}' > "${RUNNER_TEMP}/gh-aw/awf-config.json"
+          printf '%s\n' '{"$schema":"https://github.com/github/gh-aw-firewall/releases/download/v0.27.42/awf-config.schema.json","network":{"allowDomains":["*.githubusercontent.com","*.grafana.net","*.pythonhosted.org","*.sentry.io","anaconda.org","anthropic.com","api.anthropic.com","api.github.com","api.snapcraft.io","archive.ubuntu.com","azure.archive.ubuntu.com","binstar.org","bootstrap.pypa.io","cdn.playwright.dev","codeload.github.com","conda.anaconda.org","conda.binstar.org","crl.geotrust.com","crl.globalsign.com","crl.identrust.com","crl.sectigo.com","crl.thawte.com","crl.usertrust.com","crl.verisign.com","crl3.digicert.com","crl4.digicert.com","crls.ssl.com","files.pythonhosted.org","ghcr.io","github-cloud.githubusercontent.com","github-cloud.s3.amazonaws.com","github.com","host.docker.internal","json-schema.org","json.schemastore.org","keyserver.ubuntu.com","lfs.github.com","objects.githubusercontent.com","ocsp.digicert.com","ocsp.geotrust.com","ocsp.globalsign.com","ocsp.identrust.com","ocsp.sectigo.com","ocsp.ssl.com","ocsp.thawte.com","ocsp.usertrust.com","ocsp.verisign.com","packagecloud.io","packages.cloud.google.com","packages.microsoft.com","pip.pypa.io","playwright.download.prss.microsoft.com","ppa.launchpad.net","pypi.org","pypi.python.org","raw.githubusercontent.com","registry.npmjs.org","repo.anaconda.com","repo.continuum.io","s.symcb.com","s.symcd.com","security.ubuntu.com","sentry.io","statsig.anthropic.com","ts-crl.ws.symantec.com","ts-ocsp.ws.symantec.com","www.googleapis.com"],"isolation":true,"topologyAttach":["awmg-mcpg"]},"apiProxy":{"enabled":true,"enableTokenSteering":true,"maxRuns":500,"maxCacheMisses":5,"maxAiCredits":1500,"defaultAiCreditsPricing":{"input":5,"output":25},"models":{"agent":["sonnet-6x","gpt-5.4","gpt-5.5","gpt-5.6","gpt-5.3","gemini-pro","any"],"antigravity":["copilot/antigravity*","google/antigravity*","gemini/antigravity*"],"any":["copilot/*","anthropic/*","openai/*","google/*","gemini/*"],"auto":["copilot/auto","large"],"claude":["agent"],"codex":["agent"],"coding":["copilot/gpt-5*codex*","openai/gpt-5*codex*","gpt-5-codex","kimi"],"computer-use":["copilot/*computer-use*","google/*computer-use*","gemini/*computer-use*","openai/*computer-use*"],"copilot":["agent"],"deep-research":["copilot/deep-research*","copilot/o3-deep-research*","copilot/o4-mini-deep-research*","google/deep-research*","gemini/deep-research*","openai/o3-deep-research*","openai/o4-mini-deep-research*"],"fable":["copilot/*fable*","anthropic/*fable*"],"gemini":["agent"],"gemini-3-flash":["copilot/gemini-3*flash*","google/gemini-3*flash*","gemini/gemini-3*flash*"],"gemini-3-pro":["copilot/gemini-3*pro*","google/gemini-3*pro*","google/nano-banana*","gemini/gemini-3*pro*"],"gemini-3.1-flash":["copilot/gemini-3.1*flash*","google/gemini-3.1*flash*","gemini/gemini-3.1*flash*"],"gemini-3.1-pro":["copilot/gemini-3.1*pro*","google/gemini-3.1*pro*","gemini/gemini-3.1*pro*"],"gemini-3.5-flash":["copilot/gemini-3.5*flash*","google/gemini-3.5*flash*","gemini/gemini-3.5*flash*"],"gemini-3.6-flash":["copilot/gemini-3.6*flash*","google/gemini-3.6*flash*","gemini/gemini-3.6*flash*"],"gemini-flash":["copilot/gemini-*flash*","google/gemini-*flash*","gemini/gemini-*flash*"],"gemini-flash-lite":["copilot/gemini-*flash*lite*","google/gemini-*flash*lite*","gemini/gemini-*flash*lite*"],"gemini-omni":["copilot/gemini-omni*","google/gemini-omni*","gemini/gemini-omni*"],"gemini-pro":["copilot/gemini-*pro*","google/gemini-*pro*","gemini/gemini-*pro*"],"gemma":["copilot/gemma*","google/gemma*","gemini/gemma*"],"gpt-5":["copilot/gpt-5*","openai/gpt-5*"],"gpt-5-codex":["copilot/gpt-5*codex*","openai/gpt-5*codex*"],"gpt-5-mini":["copilot/gpt-5*mini*","openai/gpt-5*mini*"],"gpt-5-nano":["copilot/gpt-5*nano*","openai/gpt-5*nano*"],"gpt-5-pro":["copilot/gpt-5*pro*","openai/gpt-5*pro*"],"gpt-5.1":["copilot/gpt-5.1*","openai/gpt-5.1*"],"gpt-5.2":["copilot/gpt-5.2*","openai/gpt-5.2*"],"gpt-5.3":["copilot/gpt-5.3*","openai/gpt-5.3*"],"gpt-5.4":["copilot/gpt-5.4*","openai/gpt-5.4*"],"gpt-5.5":["copilot/gpt-5.5*","openai/gpt-5.5*"],"gpt-5.6":["copilot/gpt-5.6*","openai/gpt-5.6*"],"haiku":["copilot/*haiku*","anthropic/*haiku*"],"image-generation":["copilot/gpt-image*","openai/gpt-image*","openai/chatgpt-image*","copilot/gemini-*image*","google/gemini-*image*","gemini/gemini-*image*","google/imagen*"],"kimi":["copilot/kimi*","openai/kimi*"],"kiwi":["copilot/kiwi*","openai/kiwi*"],"large":["fable","sonnet","gpt-5-pro","gpt-5","gemini-pro"],"lyria":["google/lyria*","gemini/lyria*","copilot/lyria*"],"mai-code":["copilot/MAI-Code*","copilot/mai-code*","openai/MAI-Code*"],"mai-code-1-flash-picker":["copilot/MAI-Code-1-Flash-picker*","copilot/mai-code-1-flash-picker*","openai/MAI-Code-1-Flash-picker*"],"mini":["haiku","gpt-5-mini","gpt-5-nano","gemini-flash-lite"],"nano-banana":["copilot/nano-banana*","google/nano-banana*","gemini/nano-banana*"],"opus":["copilot/*opus*","anthropic/*opus*"],"opusplan":["opus?effort=high"],"raptor-mini":["copilot/raptor*","openai/raptor*"],"reasoning":["copilot/o1*","copilot/o3*","copilot/o4*","openai/o1*","openai/o3*","openai/o4*"],"robotics":["copilot/*robotics*","google/*robotics*","gemini/*robotics*"],"small":["mini"],"small-agent":["haiku","gpt-5-mini","gemini-flash"],"sonnet":["copilot/*sonnet*","anthropic/*sonnet*"],"sonnet-6x":["copilot/*sonnet-4.5*","copilot/*sonnet-4.6*","copilot/*sonnet-5*","copilot/*sonnet-4-5-*","anthropic/*sonnet-4-5-*","copilot/*sonnet-4-6*","anthropic/*sonnet-4-6*","anthropic/*sonnet-5*"],"summarization":["haiku","gpt-5-mini","gemini-flash-lite","mini"],"veo":["google/veo*","gemini/veo*"],"vision":["copilot/gemini-*image*","google/gemini-*image*","gemini/gemini-*image*","copilot/gemini-*flash*","google/gemini-*flash*","gemini/gemini-*flash*"]}},"container":{"imageTag":"0.27.42,squid=sha256:42dfeb649c680a8558cd5423dbc530b653a69413e35ffbe5e71da5d48c94bdf0,agent=sha256:26a8af4e5566485b02f52af59ee03803ae798271a9619d4767e94d07806deb9b,agent-act=sha256:a14ad974484aa518aab83d40f3f141175dfd171d3745e01c092375b970f73a20,api-proxy=sha256:944f2686c9ab9bec338fd14b662461662f77cd12cd0ea8a3e7cb8c0987cd1607,cli-proxy=sha256:da006bf96d2d246dd269d57b233c1798d2ad63d6cd64ca02f7bf71045028781f"},"logging":{"proxyLogsDir":"/tmp/gh-aw/sandbox/firewall/logs","auditDir":"/tmp/gh-aw/sandbox/firewall/audit"}}' > "${RUNNER_TEMP}/gh-aw/awf-config.json"
           cp "${RUNNER_TEMP}/gh-aw/awf-config.json" /tmp/gh-aw/awf-config.json
           export GH_AW_MODELS_JSON_PATH="/tmp/gh-aw/models.json"
           GH_AW_DOCKER_HOST=""
diff --git a/.github/workflows/audit-workflows.md b/.github/workflows/audit-workflows.md
index 81fdadf7c22..bd79a61135e 100644
--- a/.github/workflows/audit-workflows.md
+++ b/.github/workflows/audit-workflows.md
@@ -54,6 +54,7 @@ imports:
 
 
   - shared/otlp.md
+  - shared/default-ai-credits-pricing.md
 features:
   gh-aw-detection: true
 sandbox:
diff --git a/.github/workflows/aw-failure-investigator.lock.yml b/.github/workflows/aw-failure-investigator.lock.yml
index c4468fe17fb..097c6bbc5d2 100644
--- a/.github/workflows/aw-failure-investigator.lock.yml
+++ b/.github/workflows/aw-failure-investigator.lock.yml
@@ -1,4 +1,4 @@
-# gh-aw-metadata: {"schema_version":"v4","frontmatter_hash":"071f3937b6e87b1b1ddd37d6c5f3aa96346fd2fdcf8e23e9d1eb381ead31f1fb","body_hash":"c4e3a56c41ebb2781418dab4077e06e0bba7383e7af4e7f44d2a31d51f1420f9","strict":true,"agent_id":"claude","engine_versions":{"claude":"2.1.220"}}
+# gh-aw-metadata: {"schema_version":"v4","frontmatter_hash":"6f50023a433e21b6f6b2848bd466c8d6672c14c87f87d5f736387fc1ee9575ed","body_hash":"425aa2bb30024e81e9517d6c661c90a632f54709d119af670f649568a24c981f","strict":true,"agent_id":"claude","engine_versions":{"claude":"2.1.220"}}
 # gh-aw-manifest: {"version":1,"secrets":["ANTHROPIC_API_KEY","COPILOT_GITHUB_TOKEN","GH_AW_GITHUB_MCP_SERVER_TOKEN","GH_AW_GITHUB_TOKEN","GH_AW_OTEL_GRAFANA_AUTHORIZATION","GH_AW_OTEL_GRAFANA_ENDPOINT","GH_AW_OTEL_SENTRY_AUTHORIZATION","GH_AW_OTEL_SENTRY_ENDPOINT","GITHUB_TOKEN"],"actions":[{"repo":"actions/cache","sha":"55cc8345863c7cc4c66a329aec7e433d2d1c52a9","version":"v6.1.0"},{"repo":"actions/cache/restore","sha":"55cc8345863c7cc4c66a329aec7e433d2d1c52a9","version":"v6.1.0"},{"repo":"actions/cache/save","sha":"55cc8345863c7cc4c66a329aec7e433d2d1c52a9","version":"v6.1.0"},{"repo":"actions/checkout","sha":"3d3c42e5aac5ba805825da76410c181273ba90b1","version":"v7.0.1"},{"repo":"actions/download-artifact","sha":"3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c","version":"v8.0.1"},{"repo":"actions/github-script","sha":"3a2844b7e9c422d3c10d287c895573f7108da1b3","version":"v9.0.0"},{"repo":"actions/setup-go","sha":"b7ad1dad31e06c5925ef5d2fc7ad053ef454303e","version":"v7.0.0"},{"repo":"actions/setup-node","sha":"820762786026740c76f36085b0efc47a31fe5020","version":"v7.0.0"},{"repo":"actions/upload-artifact","sha":"043fb46d1a93c77aae656e7c1c64a875d1fc6a0a","version":"v7.0.1"},{"repo":"docker/build-push-action","sha":"53b7df96c91f9c12dcc8a07bcb9ccacbed38856a","version":"v7.3.0"},{"repo":"docker/setup-buildx-action","sha":"bb05f3f5519dd87d3ba754cc423b652a5edd6d2c","version":"v4.2.0"}],"containers":[{"image":"ghcr.io/github/gh-aw-firewall/agent:0.27.42","digest":"sha256:26a8af4e5566485b02f52af59ee03803ae798271a9619d4767e94d07806deb9b","pinned_image":"ghcr.io/github/gh-aw-firewall/agent:0.27.42@sha256:26a8af4e5566485b02f52af59ee03803ae798271a9619d4767e94d07806deb9b"},{"image":"ghcr.io/github/gh-aw-firewall/api-proxy:0.27.42","digest":"sha256:944f2686c9ab9bec338fd14b662461662f77cd12cd0ea8a3e7cb8c0987cd1607","pinned_image":"ghcr.io/github/gh-aw-firewall/api-proxy:0.27.42@sha256:944f2686c9ab9bec338fd14b662461662f77cd12cd0ea8a3e7cb8c0987cd1607"},{"image":"ghcr.io/github/gh-aw-firewall/cli-proxy:0.27.42","digest":"sha256:da006bf96d2d246dd269d57b233c1798d2ad63d6cd64ca02f7bf71045028781f","pinned_image":"ghcr.io/github/gh-aw-firewall/cli-proxy:0.27.42@sha256:da006bf96d2d246dd269d57b233c1798d2ad63d6cd64ca02f7bf71045028781f"},{"image":"ghcr.io/github/gh-aw-firewall/squid:0.27.42","digest":"sha256:42dfeb649c680a8558cd5423dbc530b653a69413e35ffbe5e71da5d48c94bdf0","pinned_image":"ghcr.io/github/gh-aw-firewall/squid:0.27.42@sha256:42dfeb649c680a8558cd5423dbc530b653a69413e35ffbe5e71da5d48c94bdf0"},{"image":"ghcr.io/github/gh-aw-mcpg:v0.4.6","digest":"sha256:fecabec51bbc41f2ad61076d6bcd9a36ef23b142e672a444e054d37fc29de93c","pinned_image":"ghcr.io/github/gh-aw-mcpg:v0.4.6@sha256:fecabec51bbc41f2ad61076d6bcd9a36ef23b142e672a444e054d37fc29de93c"},{"image":"ghcr.io/github/gh-aw-node","digest":"sha256:a8082161d7dceda14b68f32eb39d0eaa96b825d07f5895b096afab9d9e0c7748","pinned_image":"ghcr.io/github/gh-aw-node@sha256:a8082161d7dceda14b68f32eb39d0eaa96b825d07f5895b096afab9d9e0c7748"},{"image":"ghcr.io/github/github-mcp-server:v1.7.0","digest":"sha256:c491ffdf6f4c85cb5397021bc655edb8ab825c6f5f568e7597d77a1bd7c4d308","pinned_image":"ghcr.io/github/github-mcp-server:v1.7.0@sha256:c491ffdf6f4c85cb5397021bc655edb8ab825c6f5f568e7597d77a1bd7c4d308"}]}
 # This file was automatically generated by gh-aw. DO NOT EDIT. To debug this workflow, load the skill at https://github.com/github/gh-aw/blob/main/debug.md
 #
@@ -27,6 +27,7 @@
 #
 # Resolved workflow manifest:
 #   Imports:
+#     - shared/default-ai-credits-pricing.md
 #     - shared/meta-analysis-base.md
 #     - shared/otlp.md
 #     - shared/reporting.md
@@ -315,20 +316,20 @@ jobs:
         run: |
           bash "${RUNNER_TEMP}/gh-aw/actions/create_prompt_first.sh"
           {
-          cat << 'GH_AW_PROMPT_26d59f22e5b1e74e_EOF'
+          cat << 'GH_AW_PROMPT_872e6cec06b9e975_EOF'
           <system>
-          GH_AW_PROMPT_26d59f22e5b1e74e_EOF
+          GH_AW_PROMPT_872e6cec06b9e975_EOF
           cat "${RUNNER_TEMP}/gh-aw/prompts/xpia.md"
           cat "${RUNNER_TEMP}/gh-aw/prompts/temp_folder_prompt.md"
           cat "${RUNNER_TEMP}/gh-aw/prompts/markdown.md"
           cat "${RUNNER_TEMP}/gh-aw/prompts/safe_outputs_prompt.md"
-          cat << 'GH_AW_PROMPT_26d59f22e5b1e74e_EOF'
+          cat << 'GH_AW_PROMPT_872e6cec06b9e975_EOF'
           <safe-output-tools>
           Tools: create_issue(max:2), update_issue(max:10), link_sub_issue(max:10), missing_tool, missing_data, noop
           </safe-output-tools>
-          GH_AW_PROMPT_26d59f22e5b1e74e_EOF
+          GH_AW_PROMPT_872e6cec06b9e975_EOF
           cat "${RUNNER_TEMP}/gh-aw/prompts/mcp_cli_tools_prompt.md"
-          cat << 'GH_AW_PROMPT_26d59f22e5b1e74e_EOF'
+          cat << 'GH_AW_PROMPT_872e6cec06b9e975_EOF'
           <github-context>
           The following GitHub context information is available for this workflow:
           {{#if github.actor}}
@@ -357,15 +358,16 @@ jobs:
           {{/if}}
           </github-context>
 
-          GH_AW_PROMPT_26d59f22e5b1e74e_EOF
+          GH_AW_PROMPT_872e6cec06b9e975_EOF
           cat "${RUNNER_TEMP}/gh-aw/prompts/cli_proxy_with_safeoutputs_prompt.md"
-          cat << 'GH_AW_PROMPT_26d59f22e5b1e74e_EOF'
+          cat << 'GH_AW_PROMPT_872e6cec06b9e975_EOF'
           </system>
           **IMPORTANT**: When analyzing agentic workflows, use the `agentic-workflows` tool to read workflow files.
           {{#runtime-import .github/workflows/shared/reporting.md}}
           {{#runtime-import .github/workflows/shared/otlp.md}}
+          {{#runtime-import .github/workflows/shared/default-ai-credits-pricing.md}}
           {{#runtime-import .github/workflows/aw-failure-investigator.md}}
-          GH_AW_PROMPT_26d59f22e5b1e74e_EOF
+          GH_AW_PROMPT_872e6cec06b9e975_EOF
           } > "$GH_AW_PROMPT"
       - name: Interpolate variables and render templates
         uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
@@ -1095,7 +1097,7 @@ jobs:
           touch /tmp/gh-aw/agent-step-summary.md
           (umask 177 && touch /tmp/gh-aw/agent-stdio.log)
           GH_AW_MAX_AI_CREDITS="${{ vars.GH_AW_DEFAULT_MAX_AI_CREDITS || '1000' }}"
-          printf '%s\n' "{\"\$schema\":\"https://github.com/github/gh-aw-firewall/releases/download/v0.27.42/awf-config.schema.json\",\"network\":{\"allowDomains\":[\"*.githubusercontent.com\",\"*.grafana.net\",\"*.sentry.io\",\"anthropic.com\",\"api.anthropic.com\",\"api.github.com\",\"api.snapcraft.io\",\"archive.ubuntu.com\",\"azure.archive.ubuntu.com\",\"cdn.playwright.dev\",\"codeload.github.com\",\"crl.geotrust.com\",\"crl.globalsign.com\",\"crl.identrust.com\",\"crl.sectigo.com\",\"crl.thawte.com\",\"crl.usertrust.com\",\"crl.verisign.com\",\"crl3.digicert.com\",\"crl4.digicert.com\",\"crls.ssl.com\",\"files.pythonhosted.org\",\"ghcr.io\",\"github-cloud.githubusercontent.com\",\"github-cloud.s3.amazonaws.com\",\"github.com\",\"host.docker.internal\",\"json-schema.org\",\"json.schemastore.org\",\"keyserver.ubuntu.com\",\"lfs.github.com\",\"objects.githubusercontent.com\",\"ocsp.digicert.com\",\"ocsp.geotrust.com\",\"ocsp.globalsign.com\",\"ocsp.identrust.com\",\"ocsp.sectigo.com\",\"ocsp.ssl.com\",\"ocsp.thawte.com\",\"ocsp.usertrust.com\",\"ocsp.verisign.com\",\"packagecloud.io\",\"packages.cloud.google.com\",\"packages.microsoft.com\",\"playwright.download.prss.microsoft.com\",\"ppa.launchpad.net\",\"pypi.org\",\"raw.githubusercontent.com\",\"registry.npmjs.org\",\"s.symcb.com\",\"s.symcd.com\",\"security.ubuntu.com\",\"sentry.io\",\"statsig.anthropic.com\",\"ts-crl.ws.symantec.com\",\"ts-ocsp.ws.symantec.com\",\"www.googleapis.com\"],\"isolation\":true,\"topologyAttach\":[\"awmg-mcpg\",\"awmg-cli-proxy\"]},\"apiProxy\":{\"enabled\":true,\"enableTokenSteering\":true,\"maxRuns\":500,\"maxAiCredits\":${GH_AW_MAX_AI_CREDITS},\"maxCacheMisses\":5,\"models\":{\"agent\":[\"sonnet-6x\",\"gpt-5.4\",\"gpt-5.5\",\"gpt-5.6\",\"gpt-5.3\",\"gemini-pro\",\"any\"],\"antigravity\":[\"copilot/antigravity*\",\"google/antigravity*\",\"gemini/antigravity*\"],\"any\":[\"copilot/*\",\"anthropic/*\",\"openai/*\",\"google/*\",\"gemini/*\"],\"auto\":[\"copilot/auto\",\"large\"],\"claude\":[\"agent\"],\"codex\":[\"agent\"],\"coding\":[\"copilot/gpt-5*codex*\",\"openai/gpt-5*codex*\",\"gpt-5-codex\",\"kimi\"],\"computer-use\":[\"copilot/*computer-use*\",\"google/*computer-use*\",\"gemini/*computer-use*\",\"openai/*computer-use*\"],\"copilot\":[\"agent\"],\"deep-research\":[\"copilot/deep-research*\",\"copilot/o3-deep-research*\",\"copilot/o4-mini-deep-research*\",\"google/deep-research*\",\"gemini/deep-research*\",\"openai/o3-deep-research*\",\"openai/o4-mini-deep-research*\"],\"fable\":[\"copilot/*fable*\",\"anthropic/*fable*\"],\"gemini\":[\"agent\"],\"gemini-3-flash\":[\"copilot/gemini-3*flash*\",\"google/gemini-3*flash*\",\"gemini/gemini-3*flash*\"],\"gemini-3-pro\":[\"copilot/gemini-3*pro*\",\"google/gemini-3*pro*\",\"google/nano-banana*\",\"gemini/gemini-3*pro*\"],\"gemini-3.1-flash\":[\"copilot/gemini-3.1*flash*\",\"google/gemini-3.1*flash*\",\"gemini/gemini-3.1*flash*\"],\"gemini-3.1-pro\":[\"copilot/gemini-3.1*pro*\",\"google/gemini-3.1*pro*\",\"gemini/gemini-3.1*pro*\"],\"gemini-3.5-flash\":[\"copilot/gemini-3.5*flash*\",\"google/gemini-3.5*flash*\",\"gemini/gemini-3.5*flash*\"],\"gemini-3.6-flash\":[\"copilot/gemini-3.6*flash*\",\"google/gemini-3.6*flash*\",\"gemini/gemini-3.6*flash*\"],\"gemini-flash\":[\"copilot/gemini-*flash*\",\"google/gemini-*flash*\",\"gemini/gemini-*flash*\"],\"gemini-flash-lite\":[\"copilot/gemini-*flash*lite*\",\"google/gemini-*flash*lite*\",\"gemini/gemini-*flash*lite*\"],\"gemini-omni\":[\"copilot/gemini-omni*\",\"google/gemini-omni*\",\"gemini/gemini-omni*\"],\"gemini-pro\":[\"copilot/gemini-*pro*\",\"google/gemini-*pro*\",\"gemini/gemini-*pro*\"],\"gemma\":[\"copilot/gemma*\",\"google/gemma*\",\"gemini/gemma*\"],\"gpt-5\":[\"copilot/gpt-5*\",\"openai/gpt-5*\"],\"gpt-5-codex\":[\"copilot/gpt-5*codex*\",\"openai/gpt-5*codex*\"],\"gpt-5-mini\":[\"copilot/gpt-5*mini*\",\"openai/gpt-5*mini*\"],\"gpt-5-nano\":[\"copilot/gpt-5*nano*\",\"openai/gpt-5*nano*\"],\"gpt-5-pro\":[\"copilot/gpt-5*pro*\",\"openai/gpt-5*pro*\"],\"gpt-5.1\":[\"copilot/gpt-5.1*\",\"openai/gpt-5.1*\"],\"gpt-5.2\":[\"copilot/gpt-5.2*\",\"openai/gpt-5.2*\"],\"gpt-5.3\":[\"copilot/gpt-5.3*\",\"openai/gpt-5.3*\"],\"gpt-5.4\":[\"copilot/gpt-5.4*\",\"openai/gpt-5.4*\"],\"gpt-5.5\":[\"copilot/gpt-5.5*\",\"openai/gpt-5.5*\"],\"gpt-5.6\":[\"copilot/gpt-5.6*\",\"openai/gpt-5.6*\"],\"haiku\":[\"copilot/*haiku*\",\"anthropic/*haiku*\"],\"image-generation\":[\"copilot/gpt-image*\",\"openai/gpt-image*\",\"openai/chatgpt-image*\",\"copilot/gemini-*image*\",\"google/gemini-*image*\",\"gemini/gemini-*image*\",\"google/imagen*\"],\"kimi\":[\"copilot/kimi*\",\"openai/kimi*\"],\"kiwi\":[\"copilot/kiwi*\",\"openai/kiwi*\"],\"large\":[\"fable\",\"sonnet\",\"gpt-5-pro\",\"gpt-5\",\"gemini-pro\"],\"lyria\":[\"google/lyria*\",\"gemini/lyria*\",\"copilot/lyria*\"],\"mai-code\":[\"copilot/MAI-Code*\",\"copilot/mai-code*\",\"openai/MAI-Code*\"],\"mai-code-1-flash-picker\":[\"copilot/MAI-Code-1-Flash-picker*\",\"copilot/mai-code-1-flash-picker*\",\"openai/MAI-Code-1-Flash-picker*\"],\"mini\":[\"haiku\",\"gpt-5-mini\",\"gpt-5-nano\",\"gemini-flash-lite\"],\"nano-banana\":[\"copilot/nano-banana*\",\"google/nano-banana*\",\"gemini/nano-banana*\"],\"opus\":[\"copilot/*opus*\",\"anthropic/*opus*\"],\"opusplan\":[\"opus?effort=high\"],\"raptor-mini\":[\"copilot/raptor*\",\"openai/raptor*\"],\"reasoning\":[\"copilot/o1*\",\"copilot/o3*\",\"copilot/o4*\",\"openai/o1*\",\"openai/o3*\",\"openai/o4*\"],\"robotics\":[\"copilot/*robotics*\",\"google/*robotics*\",\"gemini/*robotics*\"],\"small\":[\"mini\"],\"small-agent\":[\"haiku\",\"gpt-5-mini\",\"gemini-flash\"],\"sonnet\":[\"copilot/*sonnet*\",\"anthropic/*sonnet*\"],\"sonnet-6x\":[\"copilot/*sonnet-4.5*\",\"copilot/*sonnet-4.6*\",\"copilot/*sonnet-5*\",\"copilot/*sonnet-4-5-*\",\"anthropic/*sonnet-4-5-*\",\"copilot/*sonnet-4-6*\",\"anthropic/*sonnet-4-6*\",\"anthropic/*sonnet-5*\"],\"summarization\":[\"haiku\",\"gpt-5-mini\",\"gemini-flash-lite\",\"mini\"],\"veo\":[\"google/veo*\",\"gemini/veo*\"],\"vision\":[\"copilot/gemini-*image*\",\"google/gemini-*image*\",\"gemini/gemini-*image*\",\"copilot/gemini-*flash*\",\"google/gemini-*flash*\",\"gemini/gemini-*flash*\"]}},\"container\":{\"imageTag\":\"0.27.42,squid=sha256:42dfeb649c680a8558cd5423dbc530b653a69413e35ffbe5e71da5d48c94bdf0,agent=sha256:26a8af4e5566485b02f52af59ee03803ae798271a9619d4767e94d07806deb9b,agent-act=sha256:a14ad974484aa518aab83d40f3f141175dfd171d3745e01c092375b970f73a20,api-proxy=sha256:944f2686c9ab9bec338fd14b662461662f77cd12cd0ea8a3e7cb8c0987cd1607,cli-proxy=sha256:da006bf96d2d246dd269d57b233c1798d2ad63d6cd64ca02f7bf71045028781f\"},\"logging\":{\"proxyLogsDir\":\"/tmp/gh-aw/sandbox/firewall/logs\",\"auditDir\":\"/tmp/gh-aw/sandbox/firewall/audit\"}}" > "${RUNNER_TEMP}/gh-aw/awf-config.json"
+          printf '%s\n' "{\"\$schema\":\"https://github.com/github/gh-aw-firewall/releases/download/v0.27.42/awf-config.schema.json\",\"network\":{\"allowDomains\":[\"*.githubusercontent.com\",\"*.grafana.net\",\"*.sentry.io\",\"anthropic.com\",\"api.anthropic.com\",\"api.github.com\",\"api.snapcraft.io\",\"archive.ubuntu.com\",\"azure.archive.ubuntu.com\",\"cdn.playwright.dev\",\"codeload.github.com\",\"crl.geotrust.com\",\"crl.globalsign.com\",\"crl.identrust.com\",\"crl.sectigo.com\",\"crl.thawte.com\",\"crl.usertrust.com\",\"crl.verisign.com\",\"crl3.digicert.com\",\"crl4.digicert.com\",\"crls.ssl.com\",\"files.pythonhosted.org\",\"ghcr.io\",\"github-cloud.githubusercontent.com\",\"github-cloud.s3.amazonaws.com\",\"github.com\",\"host.docker.internal\",\"json-schema.org\",\"json.schemastore.org\",\"keyserver.ubuntu.com\",\"lfs.github.com\",\"objects.githubusercontent.com\",\"ocsp.digicert.com\",\"ocsp.geotrust.com\",\"ocsp.globalsign.com\",\"ocsp.identrust.com\",\"ocsp.sectigo.com\",\"ocsp.ssl.com\",\"ocsp.thawte.com\",\"ocsp.usertrust.com\",\"ocsp.verisign.com\",\"packagecloud.io\",\"packages.cloud.google.com\",\"packages.microsoft.com\",\"playwright.download.prss.microsoft.com\",\"ppa.launchpad.net\",\"pypi.org\",\"raw.githubusercontent.com\",\"registry.npmjs.org\",\"s.symcb.com\",\"s.symcd.com\",\"security.ubuntu.com\",\"sentry.io\",\"statsig.anthropic.com\",\"ts-crl.ws.symantec.com\",\"ts-ocsp.ws.symantec.com\",\"www.googleapis.com\"],\"isolation\":true,\"topologyAttach\":[\"awmg-mcpg\",\"awmg-cli-proxy\"]},\"apiProxy\":{\"enabled\":true,\"enableTokenSteering\":true,\"maxRuns\":500,\"maxAiCredits\":${GH_AW_MAX_AI_CREDITS},\"maxCacheMisses\":5,\"defaultAiCreditsPricing\":{\"input\":5,\"output\":25},\"models\":{\"agent\":[\"sonnet-6x\",\"gpt-5.4\",\"gpt-5.5\",\"gpt-5.6\",\"gpt-5.3\",\"gemini-pro\",\"any\"],\"antigravity\":[\"copilot/antigravity*\",\"google/antigravity*\",\"gemini/antigravity*\"],\"any\":[\"copilot/*\",\"anthropic/*\",\"openai/*\",\"google/*\",\"gemini/*\"],\"auto\":[\"copilot/auto\",\"large\"],\"claude\":[\"agent\"],\"codex\":[\"agent\"],\"coding\":[\"copilot/gpt-5*codex*\",\"openai/gpt-5*codex*\",\"gpt-5-codex\",\"kimi\"],\"computer-use\":[\"copilot/*computer-use*\",\"google/*computer-use*\",\"gemini/*computer-use*\",\"openai/*computer-use*\"],\"copilot\":[\"agent\"],\"deep-research\":[\"copilot/deep-research*\",\"copilot/o3-deep-research*\",\"copilot/o4-mini-deep-research*\",\"google/deep-research*\",\"gemini/deep-research*\",\"openai/o3-deep-research*\",\"openai/o4-mini-deep-research*\"],\"fable\":[\"copilot/*fable*\",\"anthropic/*fable*\"],\"gemini\":[\"agent\"],\"gemini-3-flash\":[\"copilot/gemini-3*flash*\",\"google/gemini-3*flash*\",\"gemini/gemini-3*flash*\"],\"gemini-3-pro\":[\"copilot/gemini-3*pro*\",\"google/gemini-3*pro*\",\"google/nano-banana*\",\"gemini/gemini-3*pro*\"],\"gemini-3.1-flash\":[\"copilot/gemini-3.1*flash*\",\"google/gemini-3.1*flash*\",\"gemini/gemini-3.1*flash*\"],\"gemini-3.1-pro\":[\"copilot/gemini-3.1*pro*\",\"google/gemini-3.1*pro*\",\"gemini/gemini-3.1*pro*\"],\"gemini-3.5-flash\":[\"copilot/gemini-3.5*flash*\",\"google/gemini-3.5*flash*\",\"gemini/gemini-3.5*flash*\"],\"gemini-3.6-flash\":[\"copilot/gemini-3.6*flash*\",\"google/gemini-3.6*flash*\",\"gemini/gemini-3.6*flash*\"],\"gemini-flash\":[\"copilot/gemini-*flash*\",\"google/gemini-*flash*\",\"gemini/gemini-*flash*\"],\"gemini-flash-lite\":[\"copilot/gemini-*flash*lite*\",\"google/gemini-*flash*lite*\",\"gemini/gemini-*flash*lite*\"],\"gemini-omni\":[\"copilot/gemini-omni*\",\"google/gemini-omni*\",\"gemini/gemini-omni*\"],\"gemini-pro\":[\"copilot/gemini-*pro*\",\"google/gemini-*pro*\",\"gemini/gemini-*pro*\"],\"gemma\":[\"copilot/gemma*\",\"google/gemma*\",\"gemini/gemma*\"],\"gpt-5\":[\"copilot/gpt-5*\",\"openai/gpt-5*\"],\"gpt-5-codex\":[\"copilot/gpt-5*codex*\",\"openai/gpt-5*codex*\"],\"gpt-5-mini\":[\"copilot/gpt-5*mini*\",\"openai/gpt-5*mini*\"],\"gpt-5-nano\":[\"copilot/gpt-5*nano*\",\"openai/gpt-5*nano*\"],\"gpt-5-pro\":[\"copilot/gpt-5*pro*\",\"openai/gpt-5*pro*\"],\"gpt-5.1\":[\"copilot/gpt-5.1*\",\"openai/gpt-5.1*\"],\"gpt-5.2\":[\"copilot/gpt-5.2*\",\"openai/gpt-5.2*\"],\"gpt-5.3\":[\"copilot/gpt-5.3*\",\"openai/gpt-5.3*\"],\"gpt-5.4\":[\"copilot/gpt-5.4*\",\"openai/gpt-5.4*\"],\"gpt-5.5\":[\"copilot/gpt-5.5*\",\"openai/gpt-5.5*\"],\"gpt-5.6\":[\"copilot/gpt-5.6*\",\"openai/gpt-5.6*\"],\"haiku\":[\"copilot/*haiku*\",\"anthropic/*haiku*\"],\"image-generation\":[\"copilot/gpt-image*\",\"openai/gpt-image*\",\"openai/chatgpt-image*\",\"copilot/gemini-*image*\",\"google/gemini-*image*\",\"gemini/gemini-*image*\",\"google/imagen*\"],\"kimi\":[\"copilot/kimi*\",\"openai/kimi*\"],\"kiwi\":[\"copilot/kiwi*\",\"openai/kiwi*\"],\"large\":[\"fable\",\"sonnet\",\"gpt-5-pro\",\"gpt-5\",\"gemini-pro\"],\"lyria\":[\"google/lyria*\",\"gemini/lyria*\",\"copilot/lyria*\"],\"mai-code\":[\"copilot/MAI-Code*\",\"copilot/mai-code*\",\"openai/MAI-Code*\"],\"mai-code-1-flash-picker\":[\"copilot/MAI-Code-1-Flash-picker*\",\"copilot/mai-code-1-flash-picker*\",\"openai/MAI-Code-1-Flash-picker*\"],\"mini\":[\"haiku\",\"gpt-5-mini\",\"gpt-5-nano\",\"gemini-flash-lite\"],\"nano-banana\":[\"copilot/nano-banana*\",\"google/nano-banana*\",\"gemini/nano-banana*\"],\"opus\":[\"copilot/*opus*\",\"anthropic/*opus*\"],\"opusplan\":[\"opus?effort=high\"],\"raptor-mini\":[\"copilot/raptor*\",\"openai/raptor*\"],\"reasoning\":[\"copilot/o1*\",\"copilot/o3*\",\"copilot/o4*\",\"openai/o1*\",\"openai/o3*\",\"openai/o4*\"],\"robotics\":[\"copilot/*robotics*\",\"google/*robotics*\",\"gemini/*robotics*\"],\"small\":[\"mini\"],\"small-agent\":[\"haiku\",\"gpt-5-mini\",\"gemini-flash\"],\"sonnet\":[\"copilot/*sonnet*\",\"anthropic/*sonnet*\"],\"sonnet-6x\":[\"copilot/*sonnet-4.5*\",\"copilot/*sonnet-4.6*\",\"copilot/*sonnet-5*\",\"copilot/*sonnet-4-5-*\",\"anthropic/*sonnet-4-5-*\",\"copilot/*sonnet-4-6*\",\"anthropic/*sonnet-4-6*\",\"anthropic/*sonnet-5*\"],\"summarization\":[\"haiku\",\"gpt-5-mini\",\"gemini-flash-lite\",\"mini\"],\"veo\":[\"google/veo*\",\"gemini/veo*\"],\"vision\":[\"copilot/gemini-*image*\",\"google/gemini-*image*\",\"gemini/gemini-*image*\",\"copilot/gemini-*flash*\",\"google/gemini-*flash*\",\"gemini/gemini-*flash*\"]}},\"container\":{\"imageTag\":\"0.27.42,squid=sha256:42dfeb649c680a8558cd5423dbc530b653a69413e35ffbe5e71da5d48c94bdf0,agent=sha256:26a8af4e5566485b02f52af59ee03803ae798271a9619d4767e94d07806deb9b,agent-act=sha256:a14ad974484aa518aab83d40f3f141175dfd171d3745e01c092375b970f73a20,api-proxy=sha256:944f2686c9ab9bec338fd14b662461662f77cd12cd0ea8a3e7cb8c0987cd1607,cli-proxy=sha256:da006bf96d2d246dd269d57b233c1798d2ad63d6cd64ca02f7bf71045028781f\"},\"logging\":{\"proxyLogsDir\":\"/tmp/gh-aw/sandbox/firewall/logs\",\"auditDir\":\"/tmp/gh-aw/sandbox/firewall/audit\"}}" > "${RUNNER_TEMP}/gh-aw/awf-config.json"
           cp "${RUNNER_TEMP}/gh-aw/awf-config.json" /tmp/gh-aw/awf-config.json
           export GH_AW_MODELS_JSON_PATH="/tmp/gh-aw/models.json"
           GH_AW_DOCKER_HOST=""
diff --git a/.github/workflows/aw-failure-investigator.md b/.github/workflows/aw-failure-investigator.md
index 07d57999865..7df9b38a3f8 100644
--- a/.github/workflows/aw-failure-investigator.md
+++ b/.github/workflows/aw-failure-investigator.md
@@ -63,6 +63,7 @@ imports:
   - shared/reporting.md
 
   - shared/otlp.md
+  - shared/default-ai-credits-pricing.md
 steps:
   - name: Deterministic pre-fetch for failure analysis
     env:
diff --git a/.github/workflows/deep-report.lock.yml b/.github/workflows/deep-report.lock.yml
index 58ab530bb60..c8381cae2c3 100644
--- a/.github/workflows/deep-report.lock.yml
+++ b/.github/workflows/deep-report.lock.yml
@@ -1,4 +1,4 @@
-# gh-aw-metadata: {"schema_version":"v4","frontmatter_hash":"987ff54ce00966ea8bf9c81492b483d3abc913676a0d03d03210cf7d86921d8f","body_hash":"fa36e794c47698403e235b45c4904c4308bd8ec59f49e8175bebcb9e10c2cd11","strict":true,"agent_id":"claude","engine_versions":{"claude":"2.1.220"}}
+# gh-aw-metadata: {"schema_version":"v4","frontmatter_hash":"7a97c69f61495c370ba9c663afe363690c63cc1f88e2c371c9e0c3e302f6e8f5","body_hash":"20ef97350dc932b1e055a52f1ca2da203bb7db9436acbaaab28860aaf75d8b6b","strict":true,"agent_id":"claude","engine_versions":{"claude":"2.1.220"}}
 # gh-aw-manifest: {"version":1,"secrets":["ANTHROPIC_API_KEY","COPILOT_GITHUB_TOKEN","GH_AW_GITHUB_MCP_SERVER_TOKEN","GH_AW_GITHUB_TOKEN","GH_AW_OTEL_GRAFANA_AUTHORIZATION","GH_AW_OTEL_GRAFANA_ENDPOINT","GH_AW_OTEL_SENTRY_AUTHORIZATION","GH_AW_OTEL_SENTRY_ENDPOINT","GITHUB_TOKEN"],"actions":[{"repo":"actions/cache/restore","sha":"55cc8345863c7cc4c66a329aec7e433d2d1c52a9","version":"v6.1.0"},{"repo":"actions/cache/save","sha":"55cc8345863c7cc4c66a329aec7e433d2d1c52a9","version":"v6.1.0"},{"repo":"actions/checkout","sha":"3d3c42e5aac5ba805825da76410c181273ba90b1","version":"v7.0.1"},{"repo":"actions/download-artifact","sha":"3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c","version":"v8.0.1"},{"repo":"actions/github-script","sha":"3a2844b7e9c422d3c10d287c895573f7108da1b3","version":"v9.0.0"},{"repo":"actions/setup-go","sha":"b7ad1dad31e06c5925ef5d2fc7ad053ef454303e","version":"v7.0.0"},{"repo":"actions/setup-node","sha":"820762786026740c76f36085b0efc47a31fe5020","version":"v7.0.0"},{"repo":"actions/upload-artifact","sha":"043fb46d1a93c77aae656e7c1c64a875d1fc6a0a","version":"v7.0.1"},{"repo":"docker/build-push-action","sha":"53b7df96c91f9c12dcc8a07bcb9ccacbed38856a","version":"v7.3.0"},{"repo":"docker/setup-buildx-action","sha":"bb05f3f5519dd87d3ba754cc423b652a5edd6d2c","version":"v4.2.0"}],"containers":[{"image":"ghcr.io/github/gh-aw-firewall/agent:0.27.42","digest":"sha256:26a8af4e5566485b02f52af59ee03803ae798271a9619d4767e94d07806deb9b","pinned_image":"ghcr.io/github/gh-aw-firewall/agent:0.27.42@sha256:26a8af4e5566485b02f52af59ee03803ae798271a9619d4767e94d07806deb9b"},{"image":"ghcr.io/github/gh-aw-firewall/api-proxy:0.27.42","digest":"sha256:944f2686c9ab9bec338fd14b662461662f77cd12cd0ea8a3e7cb8c0987cd1607","pinned_image":"ghcr.io/github/gh-aw-firewall/api-proxy:0.27.42@sha256:944f2686c9ab9bec338fd14b662461662f77cd12cd0ea8a3e7cb8c0987cd1607"},{"image":"ghcr.io/github/gh-aw-firewall/cli-proxy:0.27.42","digest":"sha256:da006bf96d2d246dd269d57b233c1798d2ad63d6cd64ca02f7bf71045028781f","pinned_image":"ghcr.io/github/gh-aw-firewall/cli-proxy:0.27.42@sha256:da006bf96d2d246dd269d57b233c1798d2ad63d6cd64ca02f7bf71045028781f"},{"image":"ghcr.io/github/gh-aw-firewall/squid:0.27.42","digest":"sha256:42dfeb649c680a8558cd5423dbc530b653a69413e35ffbe5e71da5d48c94bdf0","pinned_image":"ghcr.io/github/gh-aw-firewall/squid:0.27.42@sha256:42dfeb649c680a8558cd5423dbc530b653a69413e35ffbe5e71da5d48c94bdf0"},{"image":"ghcr.io/github/gh-aw-mcpg:v0.4.6","digest":"sha256:fecabec51bbc41f2ad61076d6bcd9a36ef23b142e672a444e054d37fc29de93c","pinned_image":"ghcr.io/github/gh-aw-mcpg:v0.4.6@sha256:fecabec51bbc41f2ad61076d6bcd9a36ef23b142e672a444e054d37fc29de93c"},{"image":"ghcr.io/github/gh-aw-node","digest":"sha256:a8082161d7dceda14b68f32eb39d0eaa96b825d07f5895b096afab9d9e0c7748","pinned_image":"ghcr.io/github/gh-aw-node@sha256:a8082161d7dceda14b68f32eb39d0eaa96b825d07f5895b096afab9d9e0c7748"},{"image":"ghcr.io/github/github-mcp-server:v1.7.0","digest":"sha256:c491ffdf6f4c85cb5397021bc655edb8ab825c6f5f568e7597d77a1bd7c4d308","pinned_image":"ghcr.io/github/github-mcp-server:v1.7.0@sha256:c491ffdf6f4c85cb5397021bc655edb8ab825c6f5f568e7597d77a1bd7c4d308"},{"image":"node:lts-alpine","digest":"sha256:2bdb65ed1dab192432bc31c95f94155ca5ad7fc1392fb7eb7526ab682fa5bf14","pinned_image":"node:lts-alpine@sha256:2bdb65ed1dab192432bc31c95f94155ca5ad7fc1392fb7eb7526ab682fa5bf14"}]}
 # This file was automatically generated by gh-aw. DO NOT EDIT. To debug this workflow, load the skill at https://github.com/github/gh-aw/blob/main/debug.md
 #
@@ -28,6 +28,7 @@
 # Resolved workflow manifest:
 #   Imports:
 #     - ../skills/jqschema/SKILL.md
+#     - shared/default-ai-credits-pricing.md
 #     - shared/discussions-data-fetch.md
 #     - shared/mcp/agentdb.md
 #     - shared/meta-analysis-base.md
@@ -317,22 +318,22 @@ jobs:
         run: |
           bash "${RUNNER_TEMP}/gh-aw/actions/create_prompt_first.sh"
           {
-          cat << 'GH_AW_PROMPT_b2b501b3f761e3dd_EOF'
+          cat << 'GH_AW_PROMPT_85742d284420d816_EOF'
           <system>
-          GH_AW_PROMPT_b2b501b3f761e3dd_EOF
+          GH_AW_PROMPT_85742d284420d816_EOF
           cat "${RUNNER_TEMP}/gh-aw/prompts/xpia.md"
           cat "${RUNNER_TEMP}/gh-aw/prompts/temp_folder_prompt.md"
           cat "${RUNNER_TEMP}/gh-aw/prompts/markdown.md"
           cat "${RUNNER_TEMP}/gh-aw/prompts/cache_memory_prompt.md"
           cat "${RUNNER_TEMP}/gh-aw/prompts/repo_memory_prompt.md"
           cat "${RUNNER_TEMP}/gh-aw/prompts/safe_outputs_prompt.md"
-          cat << 'GH_AW_PROMPT_b2b501b3f761e3dd_EOF'
+          cat << 'GH_AW_PROMPT_85742d284420d816_EOF'
           <safe-output-tools>
           Tools: create_issue(max:7), create_discussion, missing_tool, missing_data, noop
           </safe-output-tools>
-          GH_AW_PROMPT_b2b501b3f761e3dd_EOF
+          GH_AW_PROMPT_85742d284420d816_EOF
           cat "${RUNNER_TEMP}/gh-aw/prompts/mcp_cli_tools_prompt.md"
-          cat << 'GH_AW_PROMPT_b2b501b3f761e3dd_EOF'
+          cat << 'GH_AW_PROMPT_85742d284420d816_EOF'
           <github-context>
           The following GitHub context information is available for this workflow:
           {{#if github.actor}}
@@ -361,9 +362,9 @@ jobs:
           {{/if}}
           </github-context>
 
-          GH_AW_PROMPT_b2b501b3f761e3dd_EOF
+          GH_AW_PROMPT_85742d284420d816_EOF
           cat "${RUNNER_TEMP}/gh-aw/prompts/cli_proxy_with_safeoutputs_prompt.md"
-          cat << 'GH_AW_PROMPT_b2b501b3f761e3dd_EOF'
+          cat << 'GH_AW_PROMPT_85742d284420d816_EOF'
           </system>
           **IMPORTANT**: When analyzing agentic workflows, use the `agentic-workflows` tool to read workflow files.
           {{#runtime-import .github/skills/jqschema/SKILL.md}}
@@ -372,8 +373,9 @@ jobs:
           {{#runtime-import .github/workflows/shared/weekly-issues-data-fetch.md}}
           {{#runtime-import .github/workflows/shared/reporting.md}}
           {{#runtime-import .github/workflows/shared/otlp.md}}
+          {{#runtime-import .github/workflows/shared/default-ai-credits-pricing.md}}
           {{#runtime-import .github/workflows/deep-report.md}}
-          GH_AW_PROMPT_b2b501b3f761e3dd_EOF
+          GH_AW_PROMPT_85742d284420d816_EOF
           } > "$GH_AW_PROMPT"
       - name: Interpolate variables and render templates
         uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
@@ -1335,7 +1337,7 @@ jobs:
           touch /tmp/gh-aw/agent-step-summary.md
           (umask 177 && touch /tmp/gh-aw/agent-stdio.log)
           GH_AW_MAX_AI_CREDITS="${{ vars.GH_AW_DEFAULT_MAX_AI_CREDITS || '1000' }}"
-          printf '%s\n' "{\"\$schema\":\"https://github.com/github/gh-aw-firewall/releases/download/v0.27.42/awf-config.schema.json\",\"network\":{\"allowDomains\":[\"*.githubusercontent.com\",\"*.grafana.net\",\"*.pythonhosted.org\",\"*.sentry.io\",\"anaconda.org\",\"anthropic.com\",\"api.anthropic.com\",\"api.github.com\",\"api.npms.io\",\"api.snapcraft.io\",\"archive.ubuntu.com\",\"azure.archive.ubuntu.com\",\"binstar.org\",\"bootstrap.pypa.io\",\"bun.sh\",\"cdn.jsdelivr.net\",\"cdn.playwright.dev\",\"codeload.github.com\",\"conda.anaconda.org\",\"conda.binstar.org\",\"crl.geotrust.com\",\"crl.globalsign.com\",\"crl.identrust.com\",\"crl.sectigo.com\",\"crl.thawte.com\",\"crl.usertrust.com\",\"crl.verisign.com\",\"crl3.digicert.com\",\"crl4.digicert.com\",\"crls.ssl.com\",\"deb.nodesource.com\",\"deno.land\",\"esm.sh\",\"files.pythonhosted.org\",\"get.pnpm.io\",\"ghcr.io\",\"github-cloud.githubusercontent.com\",\"github-cloud.s3.amazonaws.com\",\"github.com\",\"googleapis.deno.dev\",\"googlechromelabs.github.io\",\"host.docker.internal\",\"json-schema.org\",\"json.schemastore.org\",\"jsr.io\",\"keyserver.ubuntu.com\",\"lfs.github.com\",\"nodejs.org\",\"npm.pkg.github.com\",\"npmjs.com\",\"npmjs.org\",\"objects.githubusercontent.com\",\"ocsp.digicert.com\",\"ocsp.geotrust.com\",\"ocsp.globalsign.com\",\"ocsp.identrust.com\",\"ocsp.sectigo.com\",\"ocsp.ssl.com\",\"ocsp.thawte.com\",\"ocsp.usertrust.com\",\"ocsp.verisign.com\",\"packagecloud.io\",\"packages.cloud.google.com\",\"packages.microsoft.com\",\"pip.pypa.io\",\"playwright.download.prss.microsoft.com\",\"ppa.launchpad.net\",\"pypi.org\",\"pypi.python.org\",\"raw.githubusercontent.com\",\"registry.bower.io\",\"registry.npmjs.com\",\"registry.npmjs.org\",\"registry.yarnpkg.com\",\"repo.anaconda.com\",\"repo.continuum.io\",\"repo.yarnpkg.com\",\"s.symcb.com\",\"s.symcd.com\",\"security.ubuntu.com\",\"sentry.io\",\"skimdb.npmjs.com\",\"statsig.anthropic.com\",\"storage.googleapis.com\",\"telemetry.vercel.com\",\"ts-crl.ws.symantec.com\",\"ts-ocsp.ws.symantec.com\",\"www.googleapis.com\",\"www.npmjs.com\",\"www.npmjs.org\",\"yarnpkg.com\"],\"isolation\":true,\"topologyAttach\":[\"awmg-mcpg\",\"awmg-cli-proxy\"]},\"apiProxy\":{\"enabled\":true,\"enableTokenSteering\":true,\"maxRuns\":500,\"maxAiCredits\":${GH_AW_MAX_AI_CREDITS},\"maxCacheMisses\":5,\"models\":{\"agent\":[\"sonnet-6x\",\"gpt-5.4\",\"gpt-5.5\",\"gpt-5.6\",\"gpt-5.3\",\"gemini-pro\",\"any\"],\"antigravity\":[\"copilot/antigravity*\",\"google/antigravity*\",\"gemini/antigravity*\"],\"any\":[\"copilot/*\",\"anthropic/*\",\"openai/*\",\"google/*\",\"gemini/*\"],\"auto\":[\"copilot/auto\",\"large\"],\"claude\":[\"agent\"],\"codex\":[\"agent\"],\"coding\":[\"copilot/gpt-5*codex*\",\"openai/gpt-5*codex*\",\"gpt-5-codex\",\"kimi\"],\"computer-use\":[\"copilot/*computer-use*\",\"google/*computer-use*\",\"gemini/*computer-use*\",\"openai/*computer-use*\"],\"copilot\":[\"agent\"],\"deep-research\":[\"copilot/deep-research*\",\"copilot/o3-deep-research*\",\"copilot/o4-mini-deep-research*\",\"google/deep-research*\",\"gemini/deep-research*\",\"openai/o3-deep-research*\",\"openai/o4-mini-deep-research*\"],\"fable\":[\"copilot/*fable*\",\"anthropic/*fable*\"],\"gemini\":[\"agent\"],\"gemini-3-flash\":[\"copilot/gemini-3*flash*\",\"google/gemini-3*flash*\",\"gemini/gemini-3*flash*\"],\"gemini-3-pro\":[\"copilot/gemini-3*pro*\",\"google/gemini-3*pro*\",\"google/nano-banana*\",\"gemini/gemini-3*pro*\"],\"gemini-3.1-flash\":[\"copilot/gemini-3.1*flash*\",\"google/gemini-3.1*flash*\",\"gemini/gemini-3.1*flash*\"],\"gemini-3.1-pro\":[\"copilot/gemini-3.1*pro*\",\"google/gemini-3.1*pro*\",\"gemini/gemini-3.1*pro*\"],\"gemini-3.5-flash\":[\"copilot/gemini-3.5*flash*\",\"google/gemini-3.5*flash*\",\"gemini/gemini-3.5*flash*\"],\"gemini-3.6-flash\":[\"copilot/gemini-3.6*flash*\",\"google/gemini-3.6*flash*\",\"gemini/gemini-3.6*flash*\"],\"gemini-flash\":[\"copilot/gemini-*flash*\",\"google/gemini-*flash*\",\"gemini/gemini-*flash*\"],\"gemini-flash-lite\":[\"copilot/gemini-*flash*lite*\",\"google/gemini-*flash*lite*\",\"gemini/gemini-*flash*lite*\"],\"gemini-omni\":[\"copilot/gemini-omni*\",\"google/gemini-omni*\",\"gemini/gemini-omni*\"],\"gemini-pro\":[\"copilot/gemini-*pro*\",\"google/gemini-*pro*\",\"gemini/gemini-*pro*\"],\"gemma\":[\"copilot/gemma*\",\"google/gemma*\",\"gemini/gemma*\"],\"gpt-5\":[\"copilot/gpt-5*\",\"openai/gpt-5*\"],\"gpt-5-codex\":[\"copilot/gpt-5*codex*\",\"openai/gpt-5*codex*\"],\"gpt-5-mini\":[\"copilot/gpt-5*mini*\",\"openai/gpt-5*mini*\"],\"gpt-5-nano\":[\"copilot/gpt-5*nano*\",\"openai/gpt-5*nano*\"],\"gpt-5-pro\":[\"copilot/gpt-5*pro*\",\"openai/gpt-5*pro*\"],\"gpt-5.1\":[\"copilot/gpt-5.1*\",\"openai/gpt-5.1*\"],\"gpt-5.2\":[\"copilot/gpt-5.2*\",\"openai/gpt-5.2*\"],\"gpt-5.3\":[\"copilot/gpt-5.3*\",\"openai/gpt-5.3*\"],\"gpt-5.4\":[\"copilot/gpt-5.4*\",\"openai/gpt-5.4*\"],\"gpt-5.5\":[\"copilot/gpt-5.5*\",\"openai/gpt-5.5*\"],\"gpt-5.6\":[\"copilot/gpt-5.6*\",\"openai/gpt-5.6*\"],\"haiku\":[\"copilot/*haiku*\",\"anthropic/*haiku*\"],\"image-generation\":[\"copilot/gpt-image*\",\"openai/gpt-image*\",\"openai/chatgpt-image*\",\"copilot/gemini-*image*\",\"google/gemini-*image*\",\"gemini/gemini-*image*\",\"google/imagen*\"],\"kimi\":[\"copilot/kimi*\",\"openai/kimi*\"],\"kiwi\":[\"copilot/kiwi*\",\"openai/kiwi*\"],\"large\":[\"fable\",\"sonnet\",\"gpt-5-pro\",\"gpt-5\",\"gemini-pro\"],\"lyria\":[\"google/lyria*\",\"gemini/lyria*\",\"copilot/lyria*\"],\"mai-code\":[\"copilot/MAI-Code*\",\"copilot/mai-code*\",\"openai/MAI-Code*\"],\"mai-code-1-flash-picker\":[\"copilot/MAI-Code-1-Flash-picker*\",\"copilot/mai-code-1-flash-picker*\",\"openai/MAI-Code-1-Flash-picker*\"],\"mini\":[\"haiku\",\"gpt-5-mini\",\"gpt-5-nano\",\"gemini-flash-lite\"],\"nano-banana\":[\"copilot/nano-banana*\",\"google/nano-banana*\",\"gemini/nano-banana*\"],\"opus\":[\"copilot/*opus*\",\"anthropic/*opus*\"],\"opusplan\":[\"opus?effort=high\"],\"raptor-mini\":[\"copilot/raptor*\",\"openai/raptor*\"],\"reasoning\":[\"copilot/o1*\",\"copilot/o3*\",\"copilot/o4*\",\"openai/o1*\",\"openai/o3*\",\"openai/o4*\"],\"robotics\":[\"copilot/*robotics*\",\"google/*robotics*\",\"gemini/*robotics*\"],\"small\":[\"mini\"],\"small-agent\":[\"haiku\",\"gpt-5-mini\",\"gemini-flash\"],\"sonnet\":[\"copilot/*sonnet*\",\"anthropic/*sonnet*\"],\"sonnet-6x\":[\"copilot/*sonnet-4.5*\",\"copilot/*sonnet-4.6*\",\"copilot/*sonnet-5*\",\"copilot/*sonnet-4-5-*\",\"anthropic/*sonnet-4-5-*\",\"copilot/*sonnet-4-6*\",\"anthropic/*sonnet-4-6*\",\"anthropic/*sonnet-5*\"],\"summarization\":[\"haiku\",\"gpt-5-mini\",\"gemini-flash-lite\",\"mini\"],\"veo\":[\"google/veo*\",\"gemini/veo*\"],\"vision\":[\"copilot/gemini-*image*\",\"google/gemini-*image*\",\"gemini/gemini-*image*\",\"copilot/gemini-*flash*\",\"google/gemini-*flash*\",\"gemini/gemini-*flash*\"]}},\"container\":{\"imageTag\":\"0.27.42,squid=sha256:42dfeb649c680a8558cd5423dbc530b653a69413e35ffbe5e71da5d48c94bdf0,agent=sha256:26a8af4e5566485b02f52af59ee03803ae798271a9619d4767e94d07806deb9b,agent-act=sha256:a14ad974484aa518aab83d40f3f141175dfd171d3745e01c092375b970f73a20,api-proxy=sha256:944f2686c9ab9bec338fd14b662461662f77cd12cd0ea8a3e7cb8c0987cd1607,cli-proxy=sha256:da006bf96d2d246dd269d57b233c1798d2ad63d6cd64ca02f7bf71045028781f\"},\"logging\":{\"proxyLogsDir\":\"/tmp/gh-aw/sandbox/firewall/logs\",\"auditDir\":\"/tmp/gh-aw/sandbox/firewall/audit\"}}" > "${RUNNER_TEMP}/gh-aw/awf-config.json"
+          printf '%s\n' "{\"\$schema\":\"https://github.com/github/gh-aw-firewall/releases/download/v0.27.42/awf-config.schema.json\",\"network\":{\"allowDomains\":[\"*.githubusercontent.com\",\"*.grafana.net\",\"*.pythonhosted.org\",\"*.sentry.io\",\"anaconda.org\",\"anthropic.com\",\"api.anthropic.com\",\"api.github.com\",\"api.npms.io\",\"api.snapcraft.io\",\"archive.ubuntu.com\",\"azure.archive.ubuntu.com\",\"binstar.org\",\"bootstrap.pypa.io\",\"bun.sh\",\"cdn.jsdelivr.net\",\"cdn.playwright.dev\",\"codeload.github.com\",\"conda.anaconda.org\",\"conda.binstar.org\",\"crl.geotrust.com\",\"crl.globalsign.com\",\"crl.identrust.com\",\"crl.sectigo.com\",\"crl.thawte.com\",\"crl.usertrust.com\",\"crl.verisign.com\",\"crl3.digicert.com\",\"crl4.digicert.com\",\"crls.ssl.com\",\"deb.nodesource.com\",\"deno.land\",\"esm.sh\",\"files.pythonhosted.org\",\"get.pnpm.io\",\"ghcr.io\",\"github-cloud.githubusercontent.com\",\"github-cloud.s3.amazonaws.com\",\"github.com\",\"googleapis.deno.dev\",\"googlechromelabs.github.io\",\"host.docker.internal\",\"json-schema.org\",\"json.schemastore.org\",\"jsr.io\",\"keyserver.ubuntu.com\",\"lfs.github.com\",\"nodejs.org\",\"npm.pkg.github.com\",\"npmjs.com\",\"npmjs.org\",\"objects.githubusercontent.com\",\"ocsp.digicert.com\",\"ocsp.geotrust.com\",\"ocsp.globalsign.com\",\"ocsp.identrust.com\",\"ocsp.sectigo.com\",\"ocsp.ssl.com\",\"ocsp.thawte.com\",\"ocsp.usertrust.com\",\"ocsp.verisign.com\",\"packagecloud.io\",\"packages.cloud.google.com\",\"packages.microsoft.com\",\"pip.pypa.io\",\"playwright.download.prss.microsoft.com\",\"ppa.launchpad.net\",\"pypi.org\",\"pypi.python.org\",\"raw.githubusercontent.com\",\"registry.bower.io\",\"registry.npmjs.com\",\"registry.npmjs.org\",\"registry.yarnpkg.com\",\"repo.anaconda.com\",\"repo.continuum.io\",\"repo.yarnpkg.com\",\"s.symcb.com\",\"s.symcd.com\",\"security.ubuntu.com\",\"sentry.io\",\"skimdb.npmjs.com\",\"statsig.anthropic.com\",\"storage.googleapis.com\",\"telemetry.vercel.com\",\"ts-crl.ws.symantec.com\",\"ts-ocsp.ws.symantec.com\",\"www.googleapis.com\",\"www.npmjs.com\",\"www.npmjs.org\",\"yarnpkg.com\"],\"isolation\":true,\"topologyAttach\":[\"awmg-mcpg\",\"awmg-cli-proxy\"]},\"apiProxy\":{\"enabled\":true,\"enableTokenSteering\":true,\"maxRuns\":500,\"maxAiCredits\":${GH_AW_MAX_AI_CREDITS},\"maxCacheMisses\":5,\"defaultAiCreditsPricing\":{\"input\":5,\"output\":25},\"models\":{\"agent\":[\"sonnet-6x\",\"gpt-5.4\",\"gpt-5.5\",\"gpt-5.6\",\"gpt-5.3\",\"gemini-pro\",\"any\"],\"antigravity\":[\"copilot/antigravity*\",\"google/antigravity*\",\"gemini/antigravity*\"],\"any\":[\"copilot/*\",\"anthropic/*\",\"openai/*\",\"google/*\",\"gemini/*\"],\"auto\":[\"copilot/auto\",\"large\"],\"claude\":[\"agent\"],\"codex\":[\"agent\"],\"coding\":[\"copilot/gpt-5*codex*\",\"openai/gpt-5*codex*\",\"gpt-5-codex\",\"kimi\"],\"computer-use\":[\"copilot/*computer-use*\",\"google/*computer-use*\",\"gemini/*computer-use*\",\"openai/*computer-use*\"],\"copilot\":[\"agent\"],\"deep-research\":[\"copilot/deep-research*\",\"copilot/o3-deep-research*\",\"copilot/o4-mini-deep-research*\",\"google/deep-research*\",\"gemini/deep-research*\",\"openai/o3-deep-research*\",\"openai/o4-mini-deep-research*\"],\"fable\":[\"copilot/*fable*\",\"anthropic/*fable*\"],\"gemini\":[\"agent\"],\"gemini-3-flash\":[\"copilot/gemini-3*flash*\",\"google/gemini-3*flash*\",\"gemini/gemini-3*flash*\"],\"gemini-3-pro\":[\"copilot/gemini-3*pro*\",\"google/gemini-3*pro*\",\"google/nano-banana*\",\"gemini/gemini-3*pro*\"],\"gemini-3.1-flash\":[\"copilot/gemini-3.1*flash*\",\"google/gemini-3.1*flash*\",\"gemini/gemini-3.1*flash*\"],\"gemini-3.1-pro\":[\"copilot/gemini-3.1*pro*\",\"google/gemini-3.1*pro*\",\"gemini/gemini-3.1*pro*\"],\"gemini-3.5-flash\":[\"copilot/gemini-3.5*flash*\",\"google/gemini-3.5*flash*\",\"gemini/gemini-3.5*flash*\"],\"gemini-3.6-flash\":[\"copilot/gemini-3.6*flash*\",\"google/gemini-3.6*flash*\",\"gemini/gemini-3.6*flash*\"],\"gemini-flash\":[\"copilot/gemini-*flash*\",\"google/gemini-*flash*\",\"gemini/gemini-*flash*\"],\"gemini-flash-lite\":[\"copilot/gemini-*flash*lite*\",\"google/gemini-*flash*lite*\",\"gemini/gemini-*flash*lite*\"],\"gemini-omni\":[\"copilot/gemini-omni*\",\"google/gemini-omni*\",\"gemini/gemini-omni*\"],\"gemini-pro\":[\"copilot/gemini-*pro*\",\"google/gemini-*pro*\",\"gemini/gemini-*pro*\"],\"gemma\":[\"copilot/gemma*\",\"google/gemma*\",\"gemini/gemma*\"],\"gpt-5\":[\"copilot/gpt-5*\",\"openai/gpt-5*\"],\"gpt-5-codex\":[\"copilot/gpt-5*codex*\",\"openai/gpt-5*codex*\"],\"gpt-5-mini\":[\"copilot/gpt-5*mini*\",\"openai/gpt-5*mini*\"],\"gpt-5-nano\":[\"copilot/gpt-5*nano*\",\"openai/gpt-5*nano*\"],\"gpt-5-pro\":[\"copilot/gpt-5*pro*\",\"openai/gpt-5*pro*\"],\"gpt-5.1\":[\"copilot/gpt-5.1*\",\"openai/gpt-5.1*\"],\"gpt-5.2\":[\"copilot/gpt-5.2*\",\"openai/gpt-5.2*\"],\"gpt-5.3\":[\"copilot/gpt-5.3*\",\"openai/gpt-5.3*\"],\"gpt-5.4\":[\"copilot/gpt-5.4*\",\"openai/gpt-5.4*\"],\"gpt-5.5\":[\"copilot/gpt-5.5*\",\"openai/gpt-5.5*\"],\"gpt-5.6\":[\"copilot/gpt-5.6*\",\"openai/gpt-5.6*\"],\"haiku\":[\"copilot/*haiku*\",\"anthropic/*haiku*\"],\"image-generation\":[\"copilot/gpt-image*\",\"openai/gpt-image*\",\"openai/chatgpt-image*\",\"copilot/gemini-*image*\",\"google/gemini-*image*\",\"gemini/gemini-*image*\",\"google/imagen*\"],\"kimi\":[\"copilot/kimi*\",\"openai/kimi*\"],\"kiwi\":[\"copilot/kiwi*\",\"openai/kiwi*\"],\"large\":[\"fable\",\"sonnet\",\"gpt-5-pro\",\"gpt-5\",\"gemini-pro\"],\"lyria\":[\"google/lyria*\",\"gemini/lyria*\",\"copilot/lyria*\"],\"mai-code\":[\"copilot/MAI-Code*\",\"copilot/mai-code*\",\"openai/MAI-Code*\"],\"mai-code-1-flash-picker\":[\"copilot/MAI-Code-1-Flash-picker*\",\"copilot/mai-code-1-flash-picker*\",\"openai/MAI-Code-1-Flash-picker*\"],\"mini\":[\"haiku\",\"gpt-5-mini\",\"gpt-5-nano\",\"gemini-flash-lite\"],\"nano-banana\":[\"copilot/nano-banana*\",\"google/nano-banana*\",\"gemini/nano-banana*\"],\"opus\":[\"copilot/*opus*\",\"anthropic/*opus*\"],\"opusplan\":[\"opus?effort=high\"],\"raptor-mini\":[\"copilot/raptor*\",\"openai/raptor*\"],\"reasoning\":[\"copilot/o1*\",\"copilot/o3*\",\"copilot/o4*\",\"openai/o1*\",\"openai/o3*\",\"openai/o4*\"],\"robotics\":[\"copilot/*robotics*\",\"google/*robotics*\",\"gemini/*robotics*\"],\"small\":[\"mini\"],\"small-agent\":[\"haiku\",\"gpt-5-mini\",\"gemini-flash\"],\"sonnet\":[\"copilot/*sonnet*\",\"anthropic/*sonnet*\"],\"sonnet-6x\":[\"copilot/*sonnet-4.5*\",\"copilot/*sonnet-4.6*\",\"copilot/*sonnet-5*\",\"copilot/*sonnet-4-5-*\",\"anthropic/*sonnet-4-5-*\",\"copilot/*sonnet-4-6*\",\"anthropic/*sonnet-4-6*\",\"anthropic/*sonnet-5*\"],\"summarization\":[\"haiku\",\"gpt-5-mini\",\"gemini-flash-lite\",\"mini\"],\"veo\":[\"google/veo*\",\"gemini/veo*\"],\"vision\":[\"copilot/gemini-*image*\",\"google/gemini-*image*\",\"gemini/gemini-*image*\",\"copilot/gemini-*flash*\",\"google/gemini-*flash*\",\"gemini/gemini-*flash*\"]}},\"container\":{\"imageTag\":\"0.27.42,squid=sha256:42dfeb649c680a8558cd5423dbc530b653a69413e35ffbe5e71da5d48c94bdf0,agent=sha256:26a8af4e5566485b02f52af59ee03803ae798271a9619d4767e94d07806deb9b,agent-act=sha256:a14ad974484aa518aab83d40f3f141175dfd171d3745e01c092375b970f73a20,api-proxy=sha256:944f2686c9ab9bec338fd14b662461662f77cd12cd0ea8a3e7cb8c0987cd1607,cli-proxy=sha256:da006bf96d2d246dd269d57b233c1798d2ad63d6cd64ca02f7bf71045028781f\"},\"logging\":{\"proxyLogsDir\":\"/tmp/gh-aw/sandbox/firewall/logs\",\"auditDir\":\"/tmp/gh-aw/sandbox/firewall/audit\"}}" > "${RUNNER_TEMP}/gh-aw/awf-config.json"
           cp "${RUNNER_TEMP}/gh-aw/awf-config.json" /tmp/gh-aw/awf-config.json
           export GH_AW_MODELS_JSON_PATH="/tmp/gh-aw/models.json"
           GH_AW_DOCKER_HOST=""
diff --git a/.github/workflows/deep-report.md b/.github/workflows/deep-report.md
index 89f0c66dd00..18ca72c3f7b 100644
--- a/.github/workflows/deep-report.md
+++ b/.github/workflows/deep-report.md
@@ -86,6 +86,7 @@ imports:
 
 
   - shared/otlp.md
+  - shared/default-ai-credits-pricing.md
 evals:
   - id: output_format_goal_met
     question: Does the agent output show that the objective for experiment output_format was successfully completed?
diff --git a/.github/workflows/shared/default-ai-credits-pricing.md b/.github/workflows/shared/default-ai-credits-pricing.md
new file mode 100644
index 00000000000..7a637304650
--- /dev/null
+++ b/.github/workflows/shared/default-ai-credits-pricing.md
@@ -0,0 +1,14 @@
+---
+# Default AI-credits pricing fallback.
+# Use in workflows that may invoke models without catalog pricing, to prevent
+# missing_model_pricing / unknown_model_ai_credits failures.
+# Rates: $5 per M input tokens, $25 per M output tokens (conservative GPT-4-class defaults).
+#
+# Usage:
+#   imports:
+#     - shared/default-ai-credits-pricing.md
+models:
+  default-ai-credits-pricing:
+    input: 5.0
+    output: 25.0
+---
diff --git a/.github/workflows/workflow-health-manager.lock.yml b/.github/workflows/workflow-health-manager.lock.yml
index 7d05db1f3bb..1f248faf559 100644
--- a/.github/workflows/workflow-health-manager.lock.yml
+++ b/.github/workflows/workflow-health-manager.lock.yml
@@ -1,4 +1,4 @@
-# gh-aw-metadata: {"schema_version":"v4","frontmatter_hash":"7db78c47c6eed75a21ccbfba789ab94f70f3c26c50ab0867b9b2d8d9d1451704","body_hash":"3845330c679cf4e4d5ee7a574f09522c53859e14f763ba3dcf38618b6631360f","strict":true,"agent_id":"copilot","engine_versions":{"copilot":"1.0.75"}}
+# gh-aw-metadata: {"schema_version":"v4","frontmatter_hash":"c15f5f697eabf41ec7b7a952c31a7065f5f9ca17aab4c068e64c302e02eca516","body_hash":"21984ab23abcd3d0e0b12178ea2e8c9f91914d39d492c589ed56067f377f7c37","strict":true,"agent_id":"copilot","engine_versions":{"copilot":"1.0.75"}}
 # gh-aw-manifest: {"version":1,"secrets":["COPILOT_GITHUB_TOKEN","GH_AW_GITHUB_MCP_SERVER_TOKEN","GH_AW_GITHUB_TOKEN","GH_AW_OTEL_GRAFANA_AUTHORIZATION","GH_AW_OTEL_GRAFANA_ENDPOINT","GH_AW_OTEL_SENTRY_AUTHORIZATION","GH_AW_OTEL_SENTRY_ENDPOINT","GITHUB_TOKEN"],"actions":[{"repo":"actions/cache/restore","sha":"55cc8345863c7cc4c66a329aec7e433d2d1c52a9","version":"v6.1.0"},{"repo":"actions/cache/save","sha":"55cc8345863c7cc4c66a329aec7e433d2d1c52a9","version":"v6.1.0"},{"repo":"actions/checkout","sha":"3d3c42e5aac5ba805825da76410c181273ba90b1","version":"v7.0.1"},{"repo":"actions/download-artifact","sha":"3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c","version":"v8.0.1"},{"repo":"actions/github-script","sha":"3a2844b7e9c422d3c10d287c895573f7108da1b3","version":"v9.0.0"},{"repo":"actions/setup-node","sha":"820762786026740c76f36085b0efc47a31fe5020","version":"v7.0.0"},{"repo":"actions/upload-artifact","sha":"043fb46d1a93c77aae656e7c1c64a875d1fc6a0a","version":"v7.0.1"}],"containers":[{"image":"ghcr.io/github/gh-aw-firewall/agent:0.27.42","digest":"sha256:26a8af4e5566485b02f52af59ee03803ae798271a9619d4767e94d07806deb9b","pinned_image":"ghcr.io/github/gh-aw-firewall/agent:0.27.42@sha256:26a8af4e5566485b02f52af59ee03803ae798271a9619d4767e94d07806deb9b"},{"image":"ghcr.io/github/gh-aw-firewall/api-proxy:0.27.42","digest":"sha256:944f2686c9ab9bec338fd14b662461662f77cd12cd0ea8a3e7cb8c0987cd1607","pinned_image":"ghcr.io/github/gh-aw-firewall/api-proxy:0.27.42@sha256:944f2686c9ab9bec338fd14b662461662f77cd12cd0ea8a3e7cb8c0987cd1607"},{"image":"ghcr.io/github/gh-aw-firewall/cli-proxy:0.27.42","digest":"sha256:da006bf96d2d246dd269d57b233c1798d2ad63d6cd64ca02f7bf71045028781f","pinned_image":"ghcr.io/github/gh-aw-firewall/cli-proxy:0.27.42@sha256:da006bf96d2d246dd269d57b233c1798d2ad63d6cd64ca02f7bf71045028781f"},{"image":"ghcr.io/github/gh-aw-firewall/squid:0.27.42","digest":"sha256:42dfeb649c680a8558cd5423dbc530b653a69413e35ffbe5e71da5d48c94bdf0","pinned_image":"ghcr.io/github/gh-aw-firewall/squid:0.27.42@sha256:42dfeb649c680a8558cd5423dbc530b653a69413e35ffbe5e71da5d48c94bdf0"},{"image":"ghcr.io/github/gh-aw-mcpg:v0.4.6","digest":"sha256:fecabec51bbc41f2ad61076d6bcd9a36ef23b142e672a444e054d37fc29de93c","pinned_image":"ghcr.io/github/gh-aw-mcpg:v0.4.6@sha256:fecabec51bbc41f2ad61076d6bcd9a36ef23b142e672a444e054d37fc29de93c"},{"image":"ghcr.io/github/gh-aw-node","digest":"sha256:a8082161d7dceda14b68f32eb39d0eaa96b825d07f5895b096afab9d9e0c7748","pinned_image":"ghcr.io/github/gh-aw-node@sha256:a8082161d7dceda14b68f32eb39d0eaa96b825d07f5895b096afab9d9e0c7748"},{"image":"ghcr.io/github/github-mcp-server:v1.7.0","digest":"sha256:c491ffdf6f4c85cb5397021bc655edb8ab825c6f5f568e7597d77a1bd7c4d308","pinned_image":"ghcr.io/github/github-mcp-server:v1.7.0@sha256:c491ffdf6f4c85cb5397021bc655edb8ab825c6f5f568e7597d77a1bd7c4d308"}]}
 # This file was automatically generated by gh-aw. DO NOT EDIT. To debug this workflow, load the skill at https://github.com/github/gh-aw/blob/main/debug.md
 #
@@ -27,6 +27,7 @@
 #
 # Resolved workflow manifest:
 #   Imports:
+#     - shared/default-ai-credits-pricing.md
 #     - shared/otlp.md
 #     - shared/reporting.md
 #
@@ -270,21 +271,21 @@ jobs:
         run: |
           bash "${RUNNER_TEMP}/gh-aw/actions/create_prompt_first.sh"
           {
-          cat << 'GH_AW_PROMPT_9ef374616acd1eaa_EOF'
+          cat << 'GH_AW_PROMPT_9f43eacf9f576799_EOF'
           <system>
-          GH_AW_PROMPT_9ef374616acd1eaa_EOF
+          GH_AW_PROMPT_9f43eacf9f576799_EOF
           cat "${RUNNER_TEMP}/gh-aw/prompts/xpia.md"
           cat "${RUNNER_TEMP}/gh-aw/prompts/temp_folder_prompt.md"
           cat "${RUNNER_TEMP}/gh-aw/prompts/markdown.md"
           cat "${RUNNER_TEMP}/gh-aw/prompts/repo_memory_prompt.md"
           cat "${RUNNER_TEMP}/gh-aw/prompts/safe_outputs_prompt.md"
-          cat << 'GH_AW_PROMPT_9ef374616acd1eaa_EOF'
+          cat << 'GH_AW_PROMPT_9f43eacf9f576799_EOF'
           <safe-output-tools>
           Tools: add_comment(max:15), create_issue(max:10), update_issue(max:5), missing_tool, missing_data, noop
           </safe-output-tools>
-          GH_AW_PROMPT_9ef374616acd1eaa_EOF
+          GH_AW_PROMPT_9f43eacf9f576799_EOF
           cat "${RUNNER_TEMP}/gh-aw/prompts/mcp_cli_tools_prompt.md"
-          cat << 'GH_AW_PROMPT_9ef374616acd1eaa_EOF'
+          cat << 'GH_AW_PROMPT_9f43eacf9f576799_EOF'
           <github-context>
           The following GitHub context information is available for this workflow:
           {{#if github.actor}}
@@ -313,14 +314,15 @@ jobs:
           {{/if}}
           </github-context>
 
-          GH_AW_PROMPT_9ef374616acd1eaa_EOF
+          GH_AW_PROMPT_9f43eacf9f576799_EOF
           cat "${RUNNER_TEMP}/gh-aw/prompts/cli_proxy_with_safeoutputs_prompt.md"
-          cat << 'GH_AW_PROMPT_9ef374616acd1eaa_EOF'
+          cat << 'GH_AW_PROMPT_9f43eacf9f576799_EOF'
           </system>
           {{#runtime-import .github/workflows/shared/reporting.md}}
           {{#runtime-import .github/workflows/shared/otlp.md}}
+          {{#runtime-import .github/workflows/shared/default-ai-credits-pricing.md}}
           {{#runtime-import .github/workflows/workflow-health-manager.md}}
-          GH_AW_PROMPT_9ef374616acd1eaa_EOF
+          GH_AW_PROMPT_9f43eacf9f576799_EOF
           } > "$GH_AW_PROMPT"
       - name: Interpolate variables and render templates
         uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
@@ -923,7 +925,7 @@ jobs:
           export COPILOT_API_KEY="$COPILOT_DUMMY_BYOK"
           (umask 177 && touch /tmp/gh-aw/agent-stdio.log)
           # shellcheck disable=SC2016
-          printf '%s\n' '{"$schema":"https://github.com/github/gh-aw-firewall/releases/download/v0.27.42/awf-config.schema.json","network":{"allowDomains":["*.grafana.net","*.sentry.io","api.business.githubcopilot.com","api.enterprise.githubcopilot.com","api.github.com","api.githubcopilot.com","api.individual.githubcopilot.com","api.snapcraft.io","archive.ubuntu.com","azure.archive.ubuntu.com","crl.geotrust.com","crl.globalsign.com","crl.identrust.com","crl.sectigo.com","crl.thawte.com","crl.usertrust.com","crl.verisign.com","crl3.digicert.com","crl4.digicert.com","crls.ssl.com","github.com","host.docker.internal","json-schema.org","json.schemastore.org","keyserver.ubuntu.com","ocsp.digicert.com","ocsp.geotrust.com","ocsp.globalsign.com","ocsp.identrust.com","ocsp.sectigo.com","ocsp.ssl.com","ocsp.thawte.com","ocsp.usertrust.com","ocsp.verisign.com","packagecloud.io","packages.cloud.google.com","packages.microsoft.com","ppa.launchpad.net","raw.githubusercontent.com","registry.npmjs.org","s.symcb.com","s.symcd.com","security.ubuntu.com","telemetry.enterprise.githubcopilot.com","ts-crl.ws.symantec.com","ts-ocsp.ws.symantec.com","www.googleapis.com"],"isolation":true,"topologyAttach":["awmg-mcpg","awmg-cli-proxy"]},"apiProxy":{"enabled":true,"enableTokenSteering":true,"maxRuns":500,"maxCacheMisses":5,"maxAiCredits":1500,"models":{"agent":["sonnet-6x","gpt-5.4","gpt-5.5","gpt-5.6","gpt-5.3","gemini-pro","any"],"antigravity":["copilot/antigravity*","google/antigravity*","gemini/antigravity*"],"any":["copilot/*","anthropic/*","openai/*","google/*","gemini/*"],"auto":["copilot/auto","large"],"claude":["agent"],"codex":["agent"],"coding":["copilot/gpt-5*codex*","openai/gpt-5*codex*","gpt-5-codex","kimi"],"computer-use":["copilot/*computer-use*","google/*computer-use*","gemini/*computer-use*","openai/*computer-use*"],"copilot":["agent"],"deep-research":["copilot/deep-research*","copilot/o3-deep-research*","copilot/o4-mini-deep-research*","google/deep-research*","gemini/deep-research*","openai/o3-deep-research*","openai/o4-mini-deep-research*"],"fable":["copilot/*fable*","anthropic/*fable*"],"gemini":["agent"],"gemini-3-flash":["copilot/gemini-3*flash*","google/gemini-3*flash*","gemini/gemini-3*flash*"],"gemini-3-pro":["copilot/gemini-3*pro*","google/gemini-3*pro*","google/nano-banana*","gemini/gemini-3*pro*"],"gemini-3.1-flash":["copilot/gemini-3.1*flash*","google/gemini-3.1*flash*","gemini/gemini-3.1*flash*"],"gemini-3.1-pro":["copilot/gemini-3.1*pro*","google/gemini-3.1*pro*","gemini/gemini-3.1*pro*"],"gemini-3.5-flash":["copilot/gemini-3.5*flash*","google/gemini-3.5*flash*","gemini/gemini-3.5*flash*"],"gemini-3.6-flash":["copilot/gemini-3.6*flash*","google/gemini-3.6*flash*","gemini/gemini-3.6*flash*"],"gemini-flash":["copilot/gemini-*flash*","google/gemini-*flash*","gemini/gemini-*flash*"],"gemini-flash-lite":["copilot/gemini-*flash*lite*","google/gemini-*flash*lite*","gemini/gemini-*flash*lite*"],"gemini-omni":["copilot/gemini-omni*","google/gemini-omni*","gemini/gemini-omni*"],"gemini-pro":["copilot/gemini-*pro*","google/gemini-*pro*","gemini/gemini-*pro*"],"gemma":["copilot/gemma*","google/gemma*","gemini/gemma*"],"gpt-5":["copilot/gpt-5*","openai/gpt-5*"],"gpt-5-codex":["copilot/gpt-5*codex*","openai/gpt-5*codex*"],"gpt-5-mini":["copilot/gpt-5*mini*","openai/gpt-5*mini*"],"gpt-5-nano":["copilot/gpt-5*nano*","openai/gpt-5*nano*"],"gpt-5-pro":["copilot/gpt-5*pro*","openai/gpt-5*pro*"],"gpt-5.1":["copilot/gpt-5.1*","openai/gpt-5.1*"],"gpt-5.2":["copilot/gpt-5.2*","openai/gpt-5.2*"],"gpt-5.3":["copilot/gpt-5.3*","openai/gpt-5.3*"],"gpt-5.4":["copilot/gpt-5.4*","openai/gpt-5.4*"],"gpt-5.5":["copilot/gpt-5.5*","openai/gpt-5.5*"],"gpt-5.6":["copilot/gpt-5.6*","openai/gpt-5.6*"],"haiku":["copilot/*haiku*","anthropic/*haiku*"],"image-generation":["copilot/gpt-image*","openai/gpt-image*","openai/chatgpt-image*","copilot/gemini-*image*","google/gemini-*image*","gemini/gemini-*image*","google/imagen*"],"kimi":["copilot/kimi*","openai/kimi*"],"kiwi":["copilot/kiwi*","openai/kiwi*"],"large":["fable","sonnet","gpt-5-pro","gpt-5","gemini-pro"],"lyria":["google/lyria*","gemini/lyria*","copilot/lyria*"],"mai-code":["copilot/MAI-Code*","copilot/mai-code*","openai/MAI-Code*"],"mai-code-1-flash-picker":["copilot/MAI-Code-1-Flash-picker*","copilot/mai-code-1-flash-picker*","openai/MAI-Code-1-Flash-picker*"],"mini":["haiku","gpt-5-mini","gpt-5-nano","gemini-flash-lite"],"nano-banana":["copilot/nano-banana*","google/nano-banana*","gemini/nano-banana*"],"opus":["copilot/*opus*","anthropic/*opus*"],"opusplan":["opus?effort=high"],"raptor-mini":["copilot/raptor*","openai/raptor*"],"reasoning":["copilot/o1*","copilot/o3*","copilot/o4*","openai/o1*","openai/o3*","openai/o4*"],"robotics":["copilot/*robotics*","google/*robotics*","gemini/*robotics*"],"small":["mini"],"small-agent":["haiku","gpt-5-mini","gemini-flash"],"sonnet":["copilot/*sonnet*","anthropic/*sonnet*"],"sonnet-6x":["copilot/*sonnet-4.5*","copilot/*sonnet-4.6*","copilot/*sonnet-5*","copilot/*sonnet-4-5-*","anthropic/*sonnet-4-5-*","copilot/*sonnet-4-6*","anthropic/*sonnet-4-6*","anthropic/*sonnet-5*"],"summarization":["haiku","gpt-5-mini","gemini-flash-lite","mini"],"veo":["google/veo*","gemini/veo*"],"vision":["copilot/gemini-*image*","google/gemini-*image*","gemini/gemini-*image*","copilot/gemini-*flash*","google/gemini-*flash*","gemini/gemini-*flash*"]}},"container":{"imageTag":"0.27.42,squid=sha256:42dfeb649c680a8558cd5423dbc530b653a69413e35ffbe5e71da5d48c94bdf0,agent=sha256:26a8af4e5566485b02f52af59ee03803ae798271a9619d4767e94d07806deb9b,agent-act=sha256:a14ad974484aa518aab83d40f3f141175dfd171d3745e01c092375b970f73a20,api-proxy=sha256:944f2686c9ab9bec338fd14b662461662f77cd12cd0ea8a3e7cb8c0987cd1607,cli-proxy=sha256:da006bf96d2d246dd269d57b233c1798d2ad63d6cd64ca02f7bf71045028781f"},"logging":{"proxyLogsDir":"/tmp/gh-aw/sandbox/firewall/logs","auditDir":"/tmp/gh-aw/sandbox/firewall/audit"}}' > "${RUNNER_TEMP}/gh-aw/awf-config.json"
+          printf '%s\n' '{"$schema":"https://github.com/github/gh-aw-firewall/releases/download/v0.27.42/awf-config.schema.json","network":{"allowDomains":["*.grafana.net","*.sentry.io","api.business.githubcopilot.com","api.enterprise.githubcopilot.com","api.github.com","api.githubcopilot.com","api.individual.githubcopilot.com","api.snapcraft.io","archive.ubuntu.com","azure.archive.ubuntu.com","crl.geotrust.com","crl.globalsign.com","crl.identrust.com","crl.sectigo.com","crl.thawte.com","crl.usertrust.com","crl.verisign.com","crl3.digicert.com","crl4.digicert.com","crls.ssl.com","github.com","host.docker.internal","json-schema.org","json.schemastore.org","keyserver.ubuntu.com","ocsp.digicert.com","ocsp.geotrust.com","ocsp.globalsign.com","ocsp.identrust.com","ocsp.sectigo.com","ocsp.ssl.com","ocsp.thawte.com","ocsp.usertrust.com","ocsp.verisign.com","packagecloud.io","packages.cloud.google.com","packages.microsoft.com","ppa.launchpad.net","raw.githubusercontent.com","registry.npmjs.org","s.symcb.com","s.symcd.com","security.ubuntu.com","telemetry.enterprise.githubcopilot.com","ts-crl.ws.symantec.com","ts-ocsp.ws.symantec.com","www.googleapis.com"],"isolation":true,"topologyAttach":["awmg-mcpg","awmg-cli-proxy"]},"apiProxy":{"enabled":true,"enableTokenSteering":true,"maxRuns":500,"maxCacheMisses":5,"maxAiCredits":1500,"defaultAiCreditsPricing":{"input":5,"output":25},"models":{"agent":["sonnet-6x","gpt-5.4","gpt-5.5","gpt-5.6","gpt-5.3","gemini-pro","any"],"antigravity":["copilot/antigravity*","google/antigravity*","gemini/antigravity*"],"any":["copilot/*","anthropic/*","openai/*","google/*","gemini/*"],"auto":["copilot/auto","large"],"claude":["agent"],"codex":["agent"],"coding":["copilot/gpt-5*codex*","openai/gpt-5*codex*","gpt-5-codex","kimi"],"computer-use":["copilot/*computer-use*","google/*computer-use*","gemini/*computer-use*","openai/*computer-use*"],"copilot":["agent"],"deep-research":["copilot/deep-research*","copilot/o3-deep-research*","copilot/o4-mini-deep-research*","google/deep-research*","gemini/deep-research*","openai/o3-deep-research*","openai/o4-mini-deep-research*"],"fable":["copilot/*fable*","anthropic/*fable*"],"gemini":["agent"],"gemini-3-flash":["copilot/gemini-3*flash*","google/gemini-3*flash*","gemini/gemini-3*flash*"],"gemini-3-pro":["copilot/gemini-3*pro*","google/gemini-3*pro*","google/nano-banana*","gemini/gemini-3*pro*"],"gemini-3.1-flash":["copilot/gemini-3.1*flash*","google/gemini-3.1*flash*","gemini/gemini-3.1*flash*"],"gemini-3.1-pro":["copilot/gemini-3.1*pro*","google/gemini-3.1*pro*","gemini/gemini-3.1*pro*"],"gemini-3.5-flash":["copilot/gemini-3.5*flash*","google/gemini-3.5*flash*","gemini/gemini-3.5*flash*"],"gemini-3.6-flash":["copilot/gemini-3.6*flash*","google/gemini-3.6*flash*","gemini/gemini-3.6*flash*"],"gemini-flash":["copilot/gemini-*flash*","google/gemini-*flash*","gemini/gemini-*flash*"],"gemini-flash-lite":["copilot/gemini-*flash*lite*","google/gemini-*flash*lite*","gemini/gemini-*flash*lite*"],"gemini-omni":["copilot/gemini-omni*","google/gemini-omni*","gemini/gemini-omni*"],"gemini-pro":["copilot/gemini-*pro*","google/gemini-*pro*","gemini/gemini-*pro*"],"gemma":["copilot/gemma*","google/gemma*","gemini/gemma*"],"gpt-5":["copilot/gpt-5*","openai/gpt-5*"],"gpt-5-codex":["copilot/gpt-5*codex*","openai/gpt-5*codex*"],"gpt-5-mini":["copilot/gpt-5*mini*","openai/gpt-5*mini*"],"gpt-5-nano":["copilot/gpt-5*nano*","openai/gpt-5*nano*"],"gpt-5-pro":["copilot/gpt-5*pro*","openai/gpt-5*pro*"],"gpt-5.1":["copilot/gpt-5.1*","openai/gpt-5.1*"],"gpt-5.2":["copilot/gpt-5.2*","openai/gpt-5.2*"],"gpt-5.3":["copilot/gpt-5.3*","openai/gpt-5.3*"],"gpt-5.4":["copilot/gpt-5.4*","openai/gpt-5.4*"],"gpt-5.5":["copilot/gpt-5.5*","openai/gpt-5.5*"],"gpt-5.6":["copilot/gpt-5.6*","openai/gpt-5.6*"],"haiku":["copilot/*haiku*","anthropic/*haiku*"],"image-generation":["copilot/gpt-image*","openai/gpt-image*","openai/chatgpt-image*","copilot/gemini-*image*","google/gemini-*image*","gemini/gemini-*image*","google/imagen*"],"kimi":["copilot/kimi*","openai/kimi*"],"kiwi":["copilot/kiwi*","openai/kiwi*"],"large":["fable","sonnet","gpt-5-pro","gpt-5","gemini-pro"],"lyria":["google/lyria*","gemini/lyria*","copilot/lyria*"],"mai-code":["copilot/MAI-Code*","copilot/mai-code*","openai/MAI-Code*"],"mai-code-1-flash-picker":["copilot/MAI-Code-1-Flash-picker*","copilot/mai-code-1-flash-picker*","openai/MAI-Code-1-Flash-picker*"],"mini":["haiku","gpt-5-mini","gpt-5-nano","gemini-flash-lite"],"nano-banana":["copilot/nano-banana*","google/nano-banana*","gemini/nano-banana*"],"opus":["copilot/*opus*","anthropic/*opus*"],"opusplan":["opus?effort=high"],"raptor-mini":["copilot/raptor*","openai/raptor*"],"reasoning":["copilot/o1*","copilot/o3*","copilot/o4*","openai/o1*","openai/o3*","openai/o4*"],"robotics":["copilot/*robotics*","google/*robotics*","gemini/*robotics*"],"small":["mini"],"small-agent":["haiku","gpt-5-mini","gemini-flash"],"sonnet":["copilot/*sonnet*","anthropic/*sonnet*"],"sonnet-6x":["copilot/*sonnet-4.5*","copilot/*sonnet-4.6*","copilot/*sonnet-5*","copilot/*sonnet-4-5-*","anthropic/*sonnet-4-5-*","copilot/*sonnet-4-6*","anthropic/*sonnet-4-6*","anthropic/*sonnet-5*"],"summarization":["haiku","gpt-5-mini","gemini-flash-lite","mini"],"veo":["google/veo*","gemini/veo*"],"vision":["copilot/gemini-*image*","google/gemini-*image*","gemini/gemini-*image*","copilot/gemini-*flash*","google/gemini-*flash*","gemini/gemini-*flash*"]}},"container":{"imageTag":"0.27.42,squid=sha256:42dfeb649c680a8558cd5423dbc530b653a69413e35ffbe5e71da5d48c94bdf0,agent=sha256:26a8af4e5566485b02f52af59ee03803ae798271a9619d4767e94d07806deb9b,agent-act=sha256:a14ad974484aa518aab83d40f3f141175dfd171d3745e01c092375b970f73a20,api-proxy=sha256:944f2686c9ab9bec338fd14b662461662f77cd12cd0ea8a3e7cb8c0987cd1607,cli-proxy=sha256:da006bf96d2d246dd269d57b233c1798d2ad63d6cd64ca02f7bf71045028781f"},"logging":{"proxyLogsDir":"/tmp/gh-aw/sandbox/firewall/logs","auditDir":"/tmp/gh-aw/sandbox/firewall/audit"}}' > "${RUNNER_TEMP}/gh-aw/awf-config.json"
           cp "${RUNNER_TEMP}/gh-aw/awf-config.json" /tmp/gh-aw/awf-config.json
           export GH_AW_MODELS_JSON_PATH="/tmp/gh-aw/models.json"
           GH_AW_DOCKER_HOST=""
diff --git a/.github/workflows/workflow-health-manager.md b/.github/workflows/workflow-health-manager.md
index 22a24688b06..c19348fed0a 100644
--- a/.github/workflows/workflow-health-manager.md
+++ b/.github/workflows/workflow-health-manager.md
@@ -36,6 +36,7 @@ max-ai-credits: 1500
 imports:
   - shared/reporting.md
   - shared/otlp.md
+  - shared/default-ai-credits-pricing.md
 steps:
   - name: Build Inventory
     env:
diff --git a/docs/adr/48746-propagate-imported-default-ai-credits-pricing.md b/docs/adr/48746-propagate-imported-default-ai-credits-pricing.md
new file mode 100644
index 00000000000..a4bb69676f7
--- /dev/null
+++ b/docs/adr/48746-propagate-imported-default-ai-credits-pricing.md
@@ -0,0 +1,43 @@
+# ADR-48746: Propagate Imported Default AI-Credits Pricing Through Import Aggregation Pipeline
+
+**Date**: 2026-07-29
+**Status**: Draft
+**Deciders**: pelikhan, copilot-swe-agent
+
+---
+
+### Context
+
+Workflows that import shared AWF config (e.g., `.github/workflows/shared/otlp.md`) were compiling without `apiProxy.defaultAiCreditsPricing` in the output, even when the shared import defined `models.default-ai-credits-pricing`. This caused `API Error: 400` failures (surfaced as `missing_model_pricing` / `unknown_model_ai_credits`) across multiple workflows using models such as `claude-opus-5` that lack catalog pricing. The failure was systemic and recurring: per-workflow patches had been applied (e.g., PR #48292) but the same regression kept appearing for newly authored workflows. A repo-wide fallback mechanism was needed that would automatically apply to any workflow importing the shared config.
+
+### Decision
+
+We will extend the parser import result model to carry `default-ai-credits-pricing` extracted from imported config, propagate it through import aggregation (first-wins across all imports), and resolve it in the workflow builder so that the compiled AWF config includes `apiProxy.defaultAiCreditsPricing` whenever the main workflow does not define its own pricing. The shared import `.github/workflows/shared/otlp.md` will define the canonical fallback values (`input: 5.0`, `output: 25.0`).
+
+### Alternatives Considered
+
+#### Alternative 1: Per-Workflow Pricing Patches
+
+Apply `default-ai-credits-pricing` individually to each workflow that encounters the missing-pricing error. This was the approach used before this PR (e.g., PR #48292). It is directly traceable and has no impact on unrelated workflows, but it is not sustainable: each new workflow that imports shared config without its own pricing definition regresses into the same failure, requiring another manual patch. The issue tracker at the time of this ADR listed at least six affected workflows with more expected.
+
+#### Alternative 2: Centralised Static Config File (Non-Import Mechanism)
+
+Define a global defaults config file (e.g., `.github/workflows/shared/pricing-defaults.yml`) that the compiler always applies, independent of imports. This avoids the need to thread pricing through the import aggregation model. However, it introduces a new implicit loading mechanism outside the existing import pipeline, which increases compiler surface area and makes pricing override precedence harder to understand. The import-propagation approach reuses the established import pipeline and makes the relationship between shared config and compiled output explicit.
+
+### Consequences
+
+#### Positive
+- Any workflow that imports the shared otlp/shared config automatically inherits the pricing fallback without further manual intervention, eliminating the recurrence pattern seen across at least six workflows.
+- The precedence rule (main-workflow pricing overrides imported default) is explicit and tested, making it safe to define per-workflow pricing when needed without breaking the fallback.
+
+#### Negative
+- First-wins semantics across multiple imports means that if two imports each define `default-ai-credits-pricing`, only the first encountered value is used and a warning is emitted. Authors of new shared imports must be aware of this behaviour.
+- Adding `default-ai-credits-pricing` to `.github/workflows/shared/otlp.md` couples a pricing concern to a telemetry-oriented shared config, which may surprise maintainers of that file.
+
+#### Neutral
+- The import result model gains a new optional field; existing imports that do not define `default-ai-credits-pricing` are unaffected.
+- New tests cover extraction, first-wins behaviour, invalid-shape warning, and builder resolution precedence, increasing test surface area for the import pipeline.
+
+---
+
+*ADR created by [adr-writer agent]. Review and finalize before changing status from Draft to Accepted.*
diff --git a/pkg/parser/import_field_extractor.go b/pkg/parser/import_field_extractor.go
index ee52fde4770..886412a4ea0 100644
--- a/pkg/parser/import_field_extractor.go
+++ b/pkg/parser/import_field_extractor.go
@@ -57,6 +57,7 @@ type importAccumulator struct {
 	models                   []map[string][]string // model alias maps from each imported file (appended in import order)
 	modelPolicies            []map[string][]string // model policy sets from each imported file (appended in import order)
 	modelCosts               []map[string]any      // model pricing overlays from each imported file (appended in import order)
+	defaultAiCreditsPricing  map[string]any        // first models.default-ai-credits-pricing object found in imports (first-wins)
 	runInstallScripts        bool                  // true if any imported workflow sets runtimes.node.run-install-scripts: true
 	agentFile                string
 	agentImportSpec          string
@@ -704,12 +705,22 @@ func (acc *importAccumulator) appendModelsField(fm map[string]any, importPath st
 			parserLog.Printf("Extracted model costs from import: providers=%d", len(providerMap))
 		}
 	}
+	if acc.defaultAiCreditsPricing == nil {
+		if defaultPricing, hasDefaultPricing := rawModels["default-ai-credits-pricing"]; hasDefaultPricing {
+			if pricingMap, ok := defaultPricing.(map[string]any); ok {
+				acc.defaultAiCreditsPricing = maps.Clone(pricingMap)
+				parserLog.Printf("Extracted default-ai-credits-pricing from import: %s", importPath)
+			} else {
+				acc.warnings = append(acc.warnings, fmt.Sprintf("import %q: models.default-ai-credits-pricing must be an object; skipping invalid value", importPath))
+			}
+		}
+	}
 
 	aliasModels := make(map[string]any, len(rawModels))
 	for key, value := range rawModels {
 		// providers is reserved for model-cost overlays and should not be treated
 		// as an alias key, even when aliases and providers coexist.
-		if key == "providers" || isModelPolicyKey(key) {
+		if key == "providers" || key == "default-ai-credits-pricing" || isModelPolicyKey(key) {
 			continue
 		}
 		aliasModels[key] = value
@@ -913,6 +924,7 @@ func (acc *importAccumulator) toImportsResult(topologicalOrder []string) *Import
 		MergedModels:                  acc.models,
 		MergedModelPolicies:           acc.modelPolicies,
 		MergedModelCosts:              acc.modelCosts,
+		MergedDefaultAiCreditsPricing: acc.defaultAiCreditsPricing,
 		MergedObservability:           mergeObservabilityConfigs(acc.observabilityConfigs),
 		ImportedFiles:                 topologicalOrder,
 		AgentFile:                     acc.agentFile,
diff --git a/pkg/parser/import_field_extractor_test.go b/pkg/parser/import_field_extractor_test.go
index b1f72eb5690..afa89c43953 100644
--- a/pkg/parser/import_field_extractor_test.go
+++ b/pkg/parser/import_field_extractor_test.go
@@ -833,6 +833,52 @@ func TestAppendModelsField_ProvidersAndAliasesBothExtracted(t *testing.T) {
 	assert.Equal(t, []string{"gpt-5"}, acc.models[0]["agent"])
 }
 
+func TestAppendModelsField_ExtractsDefaultAICreditsPricingFirstWins(t *testing.T) {
+	acc := newImportAccumulator()
+	first := map[string]any{
+		"models": map[string]any{
+			"default-ai-credits-pricing": map[string]any{
+				"input":  5.0,
+				"output": 25.0,
+			},
+		},
+	}
+	second := map[string]any{
+		"models": map[string]any{
+			"default-ai-credits-pricing": map[string]any{
+				"input":  1.0,
+				"output": 2.0,
+			},
+		},
+	}
+
+	acc.appendModelsField(first, "import-first.md")
+	acc.appendModelsField(second, "import-second.md")
+
+	require.NotNil(t, acc.defaultAiCreditsPricing)
+	input, ok := acc.defaultAiCreditsPricing["input"].(float64)
+	require.True(t, ok)
+	output, ok := acc.defaultAiCreditsPricing["output"].(float64)
+	require.True(t, ok)
+	assert.InDelta(t, 5.0, input, 1e-9)
+	assert.InDelta(t, 25.0, output, 1e-9)
+}
+
+func TestAppendModelsField_InvalidDefaultAICreditsPricingWarns(t *testing.T) {
+	acc := newImportAccumulator()
+	fm := map[string]any{
+		"models": map[string]any{
+			"default-ai-credits-pricing": "not-an-object",
+		},
+	}
+
+	acc.appendModelsField(fm, "import-invalid.md")
+
+	assert.Nil(t, acc.defaultAiCreditsPricing)
+	require.NotEmpty(t, acc.warnings)
+	assert.Contains(t, strings.Join(acc.warnings, "\n"), "models.default-ai-credits-pricing must be an object")
+}
+
 func TestMergeExcludedEnv_SingleImport(t *testing.T) {
 	acc := newImportAccumulator()
 	fm := map[string]any{
diff --git a/pkg/parser/import_processor.go b/pkg/parser/import_processor.go
index 24a854b949f..d00e35ac7b4 100644
--- a/pkg/parser/import_processor.go
+++ b/pkg/parser/import_processor.go
@@ -62,6 +62,7 @@ type ImportsResult struct {
 	MergedModels                  []map[string][]string // Merged model alias definitions from all imports (first import to define a key wins among imports)
 	MergedModelPolicies           []map[string][]string // Merged model policy sets from all imports (models.allowed/blocked)
 	MergedModelCosts              []map[string]any      // Merged model pricing overlays (models.json provider structure) from all imports
+	MergedDefaultAiCreditsPricing map[string]any        // First models.default-ai-credits-pricing object found across all imports (first-wins)
 	MergedObservability           string                // Merged observability config (JSON) from all imports as an endpoint array (deduped by URL)
 	MergedEngineMCPToolTimeout    string                // First engine.mcp.tool-timeout found across all imports (Go duration string, e.g. "10m")
 	MergedEngineMCPSessionTimeout string                // First engine.mcp.session-timeout found across all imports (Go duration string, e.g. "4h")
diff --git a/pkg/workflow/frontmatter_extraction_security_test.go b/pkg/workflow/frontmatter_extraction_security_test.go
index 4cfc44920b3..0346bd69c09 100644
--- a/pkg/workflow/frontmatter_extraction_security_test.go
+++ b/pkg/workflow/frontmatter_extraction_security_test.go
@@ -270,6 +270,41 @@ func TestExtractDefaultAiCreditsPricingFromModels(t *testing.T) {
 	})
 }
 
+func TestResolveDefaultAiCreditsPricing(t *testing.T) {
+	t.Run("falls back to imported default pricing when main is absent", func(t *testing.T) {
+		frontmatter := map[string]any{}
+		imported := map[string]any{
+			"input":  5.0,
+			"output": 25.0,
+		}
+
+		pricing := resolveDefaultAiCreditsPricing(frontmatter, imported)
+		require.NotNil(t, pricing)
+		assert.InDelta(t, 5.0, pricing.Input, 1e-9)
+		assert.InDelta(t, 25.0, pricing.Output, 1e-9)
+	})
+
+	t.Run("main workflow pricing overrides imported default pricing", func(t *testing.T) {
+		frontmatter := map[string]any{
+			"models": map[string]any{
+				"default-ai-credits-pricing": map[string]any{
+					"input":  1.0,
+					"output": 2.0,
+				},
+			},
+		}
+		imported := map[string]any{
+			"input":  5.0,
+			"output": 25.0,
+		}
+
+		pricing := resolveDefaultAiCreditsPricing(frontmatter, imported)
+		require.NotNil(t, pricing)
+		assert.InDelta(t, 1.0, pricing.Input, 1e-9)
+		assert.InDelta(t, 2.0, pricing.Output, 1e-9)
+	})
+}
+
 // TestExtractMCPGatewayConfigPayloadFields tests extraction of payload-related fields
 // from MCP gateway frontmatter configuration
 func TestExtractMCPGatewayConfigPayloadFields(t *testing.T) {
diff --git a/pkg/workflow/workflow_builder.go b/pkg/workflow/workflow_builder.go
index 83818d56a72..2dcc5ccc556 100644
--- a/pkg/workflow/workflow_builder.go
+++ b/pkg/workflow/workflow_builder.go
@@ -197,7 +197,7 @@ func (c *Compiler) buildInitialWorkflowData(
 		workflowData.ModelPolicyBlocked = disallowedModels
 	}
 
-	if pricing := extractDefaultAiCreditsPricingFromModels(result.Frontmatter); pricing != nil {
+	if pricing := resolveDefaultAiCreditsPricing(result.Frontmatter, importsResult.MergedDefaultAiCreditsPricing); pricing != nil {
 		workflowData.DefaultAiCreditsPricing = pricing
 	}
 
@@ -430,6 +430,15 @@ func toFloat64(v any) (float64, bool) {
 	}
 }
 
+// resolveDefaultAiCreditsPricing returns models.default-ai-credits-pricing from the main
+// workflow frontmatter when present, otherwise falls back to the first imported value.
+func resolveDefaultAiCreditsPricing(frontmatter map[string]any, imported map[string]any) *AiCreditsPricingConfig {
+	if pricing := extractDefaultAiCreditsPricingFromModels(frontmatter); pricing != nil {
+		return pricing
+	}
+	return extractDefaultAiCreditsPricingFromObject(imported)
+}
+
 // extractDefaultAiCreditsPricingFromModels returns the fallback AI credits pricing configured
 // under models.default-ai-credits-pricing in the workflow frontmatter, or nil if absent.
 func extractDefaultAiCreditsPricingFromModels(frontmatter map[string]any) *AiCreditsPricingConfig {
@@ -437,6 +446,13 @@ func extractDefaultAiCreditsPricingFromModels(frontmatter map[string]any) *AiCre
 	if !ok {
 		return nil
 	}
+	return extractDefaultAiCreditsPricingFromModelsMap(modelsMap)
+}
+
+func extractDefaultAiCreditsPricingFromModelsMap(modelsMap map[string]any) *AiCreditsPricingConfig {
+	if modelsMap == nil {
+		return nil
+	}
 	pricingVal, hasPricing := modelsMap["default-ai-credits-pricing"]
 	if !hasPricing {
 		return nil
@@ -445,6 +461,13 @@ func extractDefaultAiCreditsPricingFromModels(frontmatter map[string]any) *AiCre
 	if !ok {
 		return nil
 	}
+	return extractDefaultAiCreditsPricingFromObject(pricingObj)
+}
+
+func extractDefaultAiCreditsPricingFromObject(pricingObj map[string]any) *AiCreditsPricingConfig {
+	if pricingObj == nil {
+		return nil
+	}
 	var input, output float64
 	if v, ok := toFloat64(pricingObj["input"]); ok {
 		input = v