From c99135353da6174d877c903efa9d912650c53dd4 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Tue, 12 May 2026 20:13:04 +0000
Subject: [PATCH 1/9] Plan daily AgentRx workflow
Co-authored-by: pelikhan <4175913+pelikhan@users.noreply.github.com>
---
.github/workflows/agentic_commands.yml | 2 +-
.github/workflows/grumpy-reviewer.lock.yml | 13 +++++++------
2 files changed, 8 insertions(+), 7 deletions(-)
diff --git a/.github/workflows/agentic_commands.yml b/.github/workflows/agentic_commands.yml
index e3f3845224e..7c7a11260ca 100644
--- a/.github/workflows/agentic_commands.yml
+++ b/.github/workflows/agentic_commands.yml
@@ -1,4 +1,4 @@
-# gh-aw-commands: {"payload_version":"v1","schema_version":"v1","compiler_version":"b6bd645","commands":["ace","approach-validator","archie","brave","cloclo","craft","grumpy","mergefest","nit","plan","poem-bot","review","security-review","summarize","tidy","unbloat"],"workflows":["ace-editor","approach-validator","archie","brave","cloclo","craft","grumpy-reviewer","mergefest","pdf-summary","plan","poem-bot","pr-code-quality-reviewer","pr-nitpick-reviewer","security-review","tidy","unbloat-docs"]}
+# gh-aw-commands: {"payload_version":"v1","schema_version":"v1","compiler_version":"3f21f52","commands":["ace","approach-validator","archie","brave","cloclo","craft","grumpy","mergefest","nit","plan","poem-bot","review","security-review","summarize","tidy","unbloat"],"workflows":["ace-editor","approach-validator","archie","brave","cloclo","craft","grumpy-reviewer","mergefest","pdf-summary","plan","poem-bot","pr-code-quality-reviewer","pr-nitpick-reviewer","security-review","tidy","unbloat-docs"]}
# ___ _ _
# / _ \ | | (_)
# | |_| | __ _ ___ _ __ | |_ _ ___
diff --git a/.github/workflows/grumpy-reviewer.lock.yml b/.github/workflows/grumpy-reviewer.lock.yml
index 34928aae7cb..92d940a3d89 100644
--- a/.github/workflows/grumpy-reviewer.lock.yml
+++ b/.github/workflows/grumpy-reviewer.lock.yml
@@ -1392,18 +1392,18 @@ jobs:
DOCKER_SOCK_GID=$(stat -c '%g' "$DOCKER_SOCK_PATH" 2>/dev/null || echo '0')
export MCP_GATEWAY_DOCKER_COMMAND='docker run -i --rm --network host --add-host host.docker.internal:127.0.0.1 --user '"${MCP_GATEWAY_UID}"':'"${MCP_GATEWAY_GID}"' --group-add '"${DOCKER_SOCK_GID}"' -v '"${DOCKER_SOCK_PATH}"':/var/run/docker.sock -e MCP_GATEWAY_PORT -e MCP_GATEWAY_DOMAIN -e MCP_GATEWAY_API_KEY -e MCP_GATEWAY_PAYLOAD_DIR -e MCP_GATEWAY_PAYLOAD_SIZE_THRESHOLD -e DOCKER_HOST=unix:///var/run/docker.sock -e DEBUG -e MCP_GATEWAY_LOG_DIR -e GH_AW_MCP_LOG_DIR -e GH_AW_SAFE_OUTPUTS -e GH_AW_SAFE_OUTPUTS_CONFIG_PATH -e GH_AW_SAFE_OUTPUTS_TOOLS_PATH -e GH_AW_ASSETS_BRANCH -e GH_AW_ASSETS_MAX_SIZE_KB -e GH_AW_ASSETS_ALLOWED_EXTS -e DEFAULT_BRANCH -e GITHUB_MCP_SERVER_TOKEN -e GITHUB_MCP_GUARD_MIN_INTEGRITY -e GITHUB_MCP_GUARD_REPOS -e GITHUB_REPOSITORY -e GITHUB_SERVER_URL -e GITHUB_SHA -e GITHUB_WORKSPACE -e GITHUB_TOKEN -e GITHUB_RUN_ID -e GITHUB_RUN_NUMBER -e GITHUB_RUN_ATTEMPT -e GITHUB_JOB -e GITHUB_ACTION -e GITHUB_EVENT_NAME -e GITHUB_EVENT_PATH -e GITHUB_ACTOR -e GITHUB_ACTOR_ID -e GITHUB_TRIGGERING_ACTOR -e GITHUB_WORKFLOW -e GITHUB_WORKFLOW_REF -e GITHUB_WORKFLOW_SHA -e GITHUB_REF -e GITHUB_REF_NAME -e GITHUB_REF_TYPE -e GITHUB_HEAD_REF -e GITHUB_BASE_REF -e CODEX_HOME -v /tmp/gh-aw/mcp-payloads:/tmp/gh-aw/mcp-payloads:rw -v /opt:/opt:ro -v /tmp:/tmp:rw -v '"${GITHUB_WORKSPACE}"':'"${GITHUB_WORKSPACE}"':rw ghcr.io/github/gh-aw-mcpg:v0.3.6'
- cat > "${RUNNER_TEMP}/gh-aw/mcp-config/config.toml" << GH_AW_MCP_CONFIG_c23ecefae55915b3_EOF
+ cat > "${RUNNER_TEMP}/gh-aw/mcp-config/config.toml" << GH_AW_MCP_CONFIG_97a76a9d76e41c29_EOF
[history]
persistence = "none"
[shell_environment_policy]
inherit = "core"
include_only = ["CODEX_API_KEY", "HOME", "OPENAI_API_KEY", "PATH"]
- GH_AW_MCP_CONFIG_c23ecefae55915b3_EOF
+ GH_AW_MCP_CONFIG_97a76a9d76e41c29_EOF
# Generate JSON config for MCP gateway
GH_AW_NODE=$(which node 2>/dev/null || command -v node 2>/dev/null || echo node)
- cat << GH_AW_MCP_CONFIG_fddd6fef61abbff8_EOF | "$GH_AW_NODE" "${RUNNER_TEMP}/gh-aw/actions/start_mcp_gateway.cjs"
+ cat << GH_AW_MCP_CONFIG_68222e34f730559e_EOF | "$GH_AW_NODE" "${RUNNER_TEMP}/gh-aw/actions/start_mcp_gateway.cjs"
{
"mcpServers": {
},
@@ -1414,11 +1414,11 @@ jobs:
"payloadDir": "${MCP_GATEWAY_PAYLOAD_DIR}"
}
}
- GH_AW_MCP_CONFIG_fddd6fef61abbff8_EOF
+ GH_AW_MCP_CONFIG_68222e34f730559e_EOF
# Sync converter output to writable CODEX_HOME for Codex
mkdir -p /tmp/gh-aw/mcp-config
- cat > "/tmp/gh-aw/mcp-config/config.toml" << GH_AW_CODEX_SHELL_POLICY_f3e44972a2fefc4f_EOF
+ cat > "/tmp/gh-aw/mcp-config/config.toml" << GH_AW_CODEX_SHELL_POLICY_101e2d91e770a810_EOF
model_provider = "openai-proxy"
[model_providers.openai-proxy]
name = "OpenAI AWF proxy"
@@ -1428,7 +1428,7 @@ jobs:
[shell_environment_policy]
inherit = "core"
include_only = ["CODEX_API_KEY", "HOME", "OPENAI_API_KEY", "PATH"]
- GH_AW_CODEX_SHELL_POLICY_f3e44972a2fefc4f_EOF
+ GH_AW_CODEX_SHELL_POLICY_101e2d91e770a810_EOF
awk '
BEGIN { skip_openai_proxy = 0 }
/^[[:space:]]*model_provider[[:space:]]*=/ { next }
@@ -1662,3 +1662,4 @@ jobs:
/tmp/gh-aw/safe-output-items.jsonl
/tmp/gh-aw/temporary-id-map.json
if-no-files-found: ignore
+
From 289ff9bca27e0a7812a1f9a65b23a48cea184123 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Tue, 12 May 2026 20:14:03 +0000
Subject: [PATCH 2/9] Add daily AgentRx trace optimizer workflow
Co-authored-by: pelikhan <4175913+pelikhan@users.noreply.github.com>
---
.../daily-agentrx-trace-optimizer.lock.yml | 1513 +++++++++++++++++
.../daily-agentrx-trace-optimizer.md | 152 ++
2 files changed, 1665 insertions(+)
create mode 100644 .github/workflows/daily-agentrx-trace-optimizer.lock.yml
create mode 100644 .github/workflows/daily-agentrx-trace-optimizer.md
diff --git a/.github/workflows/daily-agentrx-trace-optimizer.lock.yml b/.github/workflows/daily-agentrx-trace-optimizer.lock.yml
new file mode 100644
index 00000000000..32e13f50f5e
--- /dev/null
+++ b/.github/workflows/daily-agentrx-trace-optimizer.lock.yml
@@ -0,0 +1,1513 @@
+# gh-aw-metadata: {"schema_version":"v3","frontmatter_hash":"7c382aa72e67b760105de818018fee9efdf8a2448dacc36b26086eb3106478e4","strict":true,"agent_id":"claude"}
+# gh-aw-manifest: {"version":1,"secrets":["ANTHROPIC_API_KEY","GH_AW_GITHUB_MCP_SERVER_TOKEN","GH_AW_GITHUB_TOKEN","GH_AW_OTEL_ENDPOINT","GH_AW_OTEL_HEADERS","GITHUB_TOKEN"],"actions":[{"repo":"actions/checkout","sha":"de0fac2e4500dabe0009e67214ff5f5447ce83dd","version":"v6.0.2"},{"repo":"actions/download-artifact","sha":"3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c","version":"v8.0.1"},{"repo":"actions/github-script","sha":"3a2844b7e9c422d3c10d287c895573f7108da1b3","version":"v9.0.0"},{"repo":"actions/github-script","sha":"v9","version":"v9"},{"repo":"actions/setup-node","sha":"48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e","version":"v6.4.0"},{"repo":"actions/upload-artifact","sha":"043fb46d1a93c77aae656e7c1c64a875d1fc6a0a","version":"v7.0.1"}],"resolution_failures":[{"repo":"actions/github-script","ref":"v9","error_type":"dynamic_resolution_failed"}],"containers":[{"image":"ghcr.io/github/gh-aw-firewall/agent:0.25.43"},{"image":"ghcr.io/github/gh-aw-firewall/api-proxy:0.25.43"},{"image":"ghcr.io/github/gh-aw-firewall/squid:0.25.43"},{"image":"ghcr.io/github/gh-aw-mcpg:v0.3.6","digest":"sha256:2bb8eef86006a4c5963c55616a9c51c32f27bfdecb023b8aa6f91f6718d9171c","pinned_image":"ghcr.io/github/gh-aw-mcpg:v0.3.6@sha256:2bb8eef86006a4c5963c55616a9c51c32f27bfdecb023b8aa6f91f6718d9171c"},{"image":"ghcr.io/github/github-mcp-server:v1.0.3","digest":"sha256:2ac27ef03461ef2b877031b838a7d1fd7f12b12d4ace7796d8cad91446d55959","pinned_image":"ghcr.io/github/github-mcp-server:v1.0.3@sha256:2ac27ef03461ef2b877031b838a7d1fd7f12b12d4ace7796d8cad91446d55959"},{"image":"node:lts-alpine","digest":"sha256:d1b3b4da11eefd5941e7f0b9cf17783fc99d9c6fc34884a665f40a06dbdfc94f","pinned_image":"node:lts-alpine@sha256:d1b3b4da11eefd5941e7f0b9cf17783fc99d9c6fc34884a665f40a06dbdfc94f"}]}
+# ___ _ _
+# / _ \ | | (_)
+# | |_| | __ _ ___ _ __ | |_ _ ___
+# | _ |/ _` |/ _ \ '_ \| __| |/ __|
+# | | | | (_| | __/ | | | |_| | (__
+# \_| |_/\__, |\___|_| |_|\__|_|\___|
+# __/ |
+# _ _ |___/
+# | | | | / _| |
+# | | | | ___ _ __ _ __| |_| | _____ ____
+# | |/\| |/ _ \ '__| |/ /| _| |/ _ \ \ /\ / / ___|
+# \ /\ / (_) | | | | ( | | | | (_) \ V V /\__ \
+# \/ \/ \___/|_| |_|\_\|_| |_|\___/ \_/\_/ |___/
+#
+# This file was automatically generated by gh-aw. DO NOT EDIT.
+#
+# To update this file, edit the corresponding .md file and run:
+# gh aw compile
+# Not all edits will cause changes to this file.
+#
+# For more information: https://github.github.com/gh-aw/introduction/overview/
+#
+# Daily telemetry-driven workflow optimization using AgentRx trajectory diagnostics
+#
+# Resolved workflow manifest:
+# Imports:
+# - shared/daily-audit-discussion.md
+# - shared/observability-otlp.md
+# - shared/otel-queries.md
+# - shared/reporting.md
+# - shared/daily-audit-base.md
+#
+# Secrets used:
+# - ANTHROPIC_API_KEY
+# - GH_AW_GITHUB_MCP_SERVER_TOKEN
+# - GH_AW_GITHUB_TOKEN
+# - GH_AW_OTEL_ENDPOINT
+# - GH_AW_OTEL_HEADERS
+# - GITHUB_TOKEN
+#
+# Custom actions used:
+# - actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
+# - actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
+# - actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
+# - actions/github-script@v9
+# - actions/setup-node@48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e # v6.4.0
+# - actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
+#
+# Container images used:
+# - ghcr.io/github/gh-aw-firewall/agent:0.25.43
+# - ghcr.io/github/gh-aw-firewall/api-proxy:0.25.43
+# - ghcr.io/github/gh-aw-firewall/squid:0.25.43
+# - ghcr.io/github/gh-aw-mcpg:v0.3.6@sha256:2bb8eef86006a4c5963c55616a9c51c32f27bfdecb023b8aa6f91f6718d9171c
+# - ghcr.io/github/github-mcp-server:v1.0.3@sha256:2ac27ef03461ef2b877031b838a7d1fd7f12b12d4ace7796d8cad91446d55959
+# - node:lts-alpine@sha256:d1b3b4da11eefd5941e7f0b9cf17783fc99d9c6fc34884a665f40a06dbdfc94f
+
+name: "Daily AgentRx Trace Optimizer"
+"on":
+ schedule:
+ - cron: "26 5 * * 1-5"
+ # Friendly format: daily on weekdays (scattered)
+ workflow_dispatch:
+ inputs:
+ aw_context:
+ default: ""
+ description: Agent caller context (used internally by Agentic Workflows).
+ required: false
+ type: string
+
+permissions: {}
+
+concurrency:
+ group: "gh-aw-${{ github.workflow }}"
+
+run-name: "Daily AgentRx Trace Optimizer"
+
+env:
+ OTEL_EXPORTER_OTLP_ENDPOINT: ${{ secrets.GH_AW_OTEL_ENDPOINT }}
+ OTEL_SERVICE_NAME: gh-aw
+ COPILOT_OTEL_FILE_EXPORTER_PATH: /tmp/gh-aw/copilot-otel.jsonl
+ OTEL_EXPORTER_OTLP_HEADERS: ${{ secrets.GH_AW_OTEL_HEADERS }}
+ GH_AW_OTLP_ENDPOINTS: '[{"url":"${{ secrets.GH_AW_OTEL_ENDPOINT }}","headers":"${{ secrets.GH_AW_OTEL_HEADERS }}"}]'
+
+jobs:
+ activation:
+ runs-on: ubuntu-slim
+ permissions:
+ actions: read
+ contents: read
+ outputs:
+ comment_id: ""
+ comment_repo: ""
+ engine_id: ${{ steps.generate_aw_info.outputs.engine_id }}
+ lockdown_check_failed: ${{ steps.generate_aw_info.outputs.lockdown_check_failed == 'true' }}
+ model: ${{ steps.generate_aw_info.outputs.model }}
+ secret_verification_result: ${{ steps.validate-secret.outputs.verification_result }}
+ setup-parent-span-id: ${{ steps.setup.outputs.parent-span-id || steps.setup.outputs.span-id }}
+ setup-span-id: ${{ steps.setup.outputs.span-id }}
+ setup-trace-id: ${{ steps.setup.outputs.trace-id }}
+ stale_lock_file_failed: ${{ steps.check-lock-file.outputs.stale_lock_file_failed == 'true' }}
+ steps:
+ - name: Checkout actions folder
+ uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
+ with:
+ repository: github/gh-aw
+ sparse-checkout: |
+ actions
+ persist-credentials: false
+ - name: Setup Scripts
+ id: setup
+ uses: ./actions/setup
+ with:
+ destination: ${{ runner.temp }}/gh-aw/actions
+ job-name: ${{ github.job }}
+ env:
+ GH_AW_SETUP_WORKFLOW_NAME: "Daily AgentRx Trace Optimizer"
+ GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/daily-agentrx-trace-optimizer.lock.yml@${{ github.ref }}
+ GH_AW_INFO_VERSION: "2.1.133"
+ - name: Mask OTLP telemetry headers
+ run: bash "${RUNNER_TEMP}/gh-aw/actions/mask_otlp_headers.sh"
+ - name: Generate agentic run info
+ id: generate_aw_info
+ env:
+ GH_AW_INFO_ENGINE_ID: "claude"
+ GH_AW_INFO_ENGINE_NAME: "Claude Code"
+ GH_AW_INFO_MODEL: ${{ vars.GH_AW_MODEL_AGENT_CLAUDE || 'auto' }}
+ GH_AW_INFO_VERSION: "2.1.133"
+ GH_AW_INFO_AGENT_VERSION: "2.1.133"
+ GH_AW_INFO_WORKFLOW_NAME: "Daily AgentRx Trace Optimizer"
+ GH_AW_INFO_EXPERIMENTAL: "false"
+ GH_AW_INFO_SUPPORTS_TOOLS_ALLOWLIST: "true"
+ GH_AW_INFO_STAGED: "false"
+ GH_AW_INFO_ALLOWED_DOMAINS: '["defaults","python","github"]'
+ GH_AW_INFO_FIREWALL_ENABLED: "true"
+ GH_AW_INFO_AWF_VERSION: "v0.25.43"
+ GH_AW_INFO_AWMG_VERSION: ""
+ GH_AW_INFO_FIREWALL_TYPE: "squid"
+ GH_AW_COMPILED_STRICT: "true"
+ uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
+ with:
+ script: |
+ const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
+ setupGlobals(core, github, context, exec, io, getOctokit);
+ const { main } = require('${{ runner.temp }}/gh-aw/actions/generate_aw_info.cjs');
+ await main(core, context);
+ - name: Validate ANTHROPIC_API_KEY secret
+ id: validate-secret
+ run: bash "${RUNNER_TEMP}/gh-aw/actions/validate_multi_secret.sh" ANTHROPIC_API_KEY 'Claude Code' https://github.github.com/gh-aw/reference/engines/#anthropic-claude-code
+ env:
+ ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
+ - name: Checkout .github and .agents folders
+ uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
+ with:
+ persist-credentials: false
+ sparse-checkout: |
+ .github
+ .agents
+ actions/setup
+ .claude
+ .codex
+ .crush
+ .gemini
+ .opencode
+ .pi
+ sparse-checkout-cone-mode: true
+ fetch-depth: 1
+ - name: Save agent config folders for base branch restoration
+ env:
+ GH_AW_AGENT_FOLDERS: ".agents .claude .codex .crush .gemini .github .opencode .pi"
+ GH_AW_AGENT_FILES: ".crush.json AGENTS.md CLAUDE.md GEMINI.md PI.md opencode.jsonc"
+ # poutine:ignore untrusted_checkout_exec
+ run: bash "${RUNNER_TEMP}/gh-aw/actions/save_base_github_folders.sh"
+ - name: Check workflow lock file
+ id: check-lock-file
+ uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
+ env:
+ GH_AW_WORKFLOW_FILE: "daily-agentrx-trace-optimizer.lock.yml"
+ GH_AW_CONTEXT_WORKFLOW_REF: "${{ github.workflow_ref }}"
+ with:
+ script: |
+ const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
+ setupGlobals(core, github, context, exec, io, getOctokit);
+ const { main } = require('${{ runner.temp }}/gh-aw/actions/check_workflow_timestamp_api.cjs');
+ await main();
+ - name: Create prompt with built-in context
+ env:
+ GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt
+ GH_AW_SAFE_OUTPUTS: ${{ runner.temp }}/gh-aw/safeoutputs/outputs.jsonl
+ GH_AW_GITHUB_ACTOR: ${{ github.actor }}
+ GH_AW_GITHUB_EVENT_COMMENT_ID: ${{ github.event.comment.id }}
+ GH_AW_GITHUB_EVENT_DISCUSSION_NUMBER: ${{ github.event.discussion.number }}
+ GH_AW_GITHUB_EVENT_ISSUE_NUMBER: ${{ github.event.issue.number }}
+ GH_AW_GITHUB_EVENT_PULL_REQUEST_NUMBER: ${{ github.event.pull_request.number }}
+ GH_AW_GITHUB_REPOSITORY: ${{ github.repository }}
+ GH_AW_GITHUB_RUN_ID: ${{ github.run_id }}
+ GH_AW_GITHUB_WORKSPACE: ${{ github.workspace }}
+ # poutine:ignore untrusted_checkout_exec
+ run: |
+ bash "${RUNNER_TEMP}/gh-aw/actions/create_prompt_first.sh"
+ {
+ cat << 'GH_AW_PROMPT_a5abcae6e97191b0_EOF'
+
+ GH_AW_PROMPT_a5abcae6e97191b0_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_a5abcae6e97191b0_EOF'
+
+ Tools: create_issue, create_discussion, missing_tool, missing_data, noop
+
+ GH_AW_PROMPT_a5abcae6e97191b0_EOF
+ cat "${RUNNER_TEMP}/gh-aw/prompts/mcp_cli_tools_prompt.md"
+ cat << 'GH_AW_PROMPT_a5abcae6e97191b0_EOF'
+
+ The following GitHub context information is available for this workflow:
+ {{#if __GH_AW_GITHUB_ACTOR__ }}
+ - **actor**: __GH_AW_GITHUB_ACTOR__
+ {{/if}}
+ {{#if __GH_AW_GITHUB_REPOSITORY__ }}
+ - **repository**: __GH_AW_GITHUB_REPOSITORY__
+ {{/if}}
+ {{#if __GH_AW_GITHUB_WORKSPACE__ }}
+ - **workspace**: __GH_AW_GITHUB_WORKSPACE__
+ {{/if}}
+ {{#if __GH_AW_GITHUB_EVENT_ISSUE_NUMBER__ }}
+ - **issue-number**: #__GH_AW_GITHUB_EVENT_ISSUE_NUMBER__
+ {{/if}}
+ {{#if __GH_AW_GITHUB_EVENT_DISCUSSION_NUMBER__ }}
+ - **discussion-number**: #__GH_AW_GITHUB_EVENT_DISCUSSION_NUMBER__
+ {{/if}}
+ {{#if __GH_AW_GITHUB_EVENT_PULL_REQUEST_NUMBER__ }}
+ - **pull-request-number**: #__GH_AW_GITHUB_EVENT_PULL_REQUEST_NUMBER__
+ {{/if}}
+ {{#if __GH_AW_GITHUB_EVENT_COMMENT_ID__ }}
+ - **comment-id**: __GH_AW_GITHUB_EVENT_COMMENT_ID__
+ {{/if}}
+ {{#if __GH_AW_GITHUB_RUN_ID__ }}
+ - **workflow-run-id**: __GH_AW_GITHUB_RUN_ID__
+ {{/if}}
+
+
+ GH_AW_PROMPT_a5abcae6e97191b0_EOF
+ cat "${RUNNER_TEMP}/gh-aw/prompts/github_mcp_tools_with_safeoutputs_prompt.md"
+ cat << 'GH_AW_PROMPT_a5abcae6e97191b0_EOF'
+
+ {{#runtime-import .github/workflows/shared/otel-queries.md}}
+ {{#runtime-import .github/workflows/shared/observability-otlp.md}}
+ {{#runtime-import .github/workflows/shared/reporting.md}}
+ {{#runtime-import .github/workflows/shared/noop-reminder.md}}
+ {{#runtime-import .github/workflows/daily-agentrx-trace-optimizer.md}}
+ GH_AW_PROMPT_a5abcae6e97191b0_EOF
+ } > "$GH_AW_PROMPT"
+ - name: Interpolate variables and render templates
+ uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
+ env:
+ GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt
+ GH_AW_ENGINE_ID: "claude"
+ with:
+ script: |
+ const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
+ setupGlobals(core, github, context, exec, io, getOctokit);
+ const { main } = require('${{ runner.temp }}/gh-aw/actions/interpolate_prompt.cjs');
+ await main();
+ - name: Substitute placeholders
+ uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
+ env:
+ GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt
+ GH_AW_GITHUB_ACTOR: ${{ github.actor }}
+ GH_AW_GITHUB_EVENT_COMMENT_ID: ${{ github.event.comment.id }}
+ GH_AW_GITHUB_EVENT_DISCUSSION_NUMBER: ${{ github.event.discussion.number }}
+ GH_AW_GITHUB_EVENT_ISSUE_NUMBER: ${{ github.event.issue.number }}
+ GH_AW_GITHUB_EVENT_PULL_REQUEST_NUMBER: ${{ github.event.pull_request.number }}
+ GH_AW_GITHUB_REPOSITORY: ${{ github.repository }}
+ GH_AW_GITHUB_RUN_ID: ${{ github.run_id }}
+ GH_AW_GITHUB_WORKSPACE: ${{ github.workspace }}
+ GH_AW_MCP_CLI_SERVERS_LIST: '- `safeoutputs` — run `safeoutputs --help` to see available tools'
+ with:
+ script: |
+ const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
+ setupGlobals(core, github, context, exec, io, getOctokit);
+
+ const substitutePlaceholders = require('${{ runner.temp }}/gh-aw/actions/substitute_placeholders.cjs');
+
+ // Call the substitution function
+ return await substitutePlaceholders({
+ file: process.env.GH_AW_PROMPT,
+ substitutions: {
+ GH_AW_GITHUB_ACTOR: process.env.GH_AW_GITHUB_ACTOR,
+ GH_AW_GITHUB_EVENT_COMMENT_ID: process.env.GH_AW_GITHUB_EVENT_COMMENT_ID,
+ GH_AW_GITHUB_EVENT_DISCUSSION_NUMBER: process.env.GH_AW_GITHUB_EVENT_DISCUSSION_NUMBER,
+ GH_AW_GITHUB_EVENT_ISSUE_NUMBER: process.env.GH_AW_GITHUB_EVENT_ISSUE_NUMBER,
+ GH_AW_GITHUB_EVENT_PULL_REQUEST_NUMBER: process.env.GH_AW_GITHUB_EVENT_PULL_REQUEST_NUMBER,
+ GH_AW_GITHUB_REPOSITORY: process.env.GH_AW_GITHUB_REPOSITORY,
+ GH_AW_GITHUB_RUN_ID: process.env.GH_AW_GITHUB_RUN_ID,
+ GH_AW_GITHUB_WORKSPACE: process.env.GH_AW_GITHUB_WORKSPACE,
+ GH_AW_MCP_CLI_SERVERS_LIST: process.env.GH_AW_MCP_CLI_SERVERS_LIST
+ }
+ });
+ - name: Validate prompt placeholders
+ env:
+ GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt
+ # poutine:ignore untrusted_checkout_exec
+ run: bash "${RUNNER_TEMP}/gh-aw/actions/validate_prompt_placeholders.sh"
+ - name: Print prompt
+ env:
+ GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt
+ # poutine:ignore untrusted_checkout_exec
+ run: bash "${RUNNER_TEMP}/gh-aw/actions/print_prompt_summary.sh"
+ - name: Upload activation artifact
+ if: success()
+ uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
+ with:
+ name: activation
+ include-hidden-files: true
+ path: |
+ /tmp/gh-aw/aw_info.json
+ /tmp/gh-aw/aw-prompts/prompt.txt
+ /tmp/gh-aw/aw-prompts/prompt-template.txt
+ /tmp/gh-aw/aw-prompts/prompt-import-tree.json
+ /tmp/gh-aw/github_rate_limits.jsonl
+ /tmp/gh-aw/base
+ /tmp/gh-aw/.claude/agents
+ if-no-files-found: ignore
+ retention-days: 1
+
+ agent:
+ needs: activation
+ runs-on: ubuntu-latest
+ permissions:
+ actions: read
+ contents: read
+ issues: read
+ pull-requests: read
+ concurrency:
+ group: "gh-aw-claude-${{ github.workflow }}"
+ env:
+ DEFAULT_BRANCH: ${{ github.event.repository.default_branch }}
+ GH_AW_ASSETS_ALLOWED_EXTS: ""
+ GH_AW_ASSETS_BRANCH: ""
+ GH_AW_ASSETS_MAX_SIZE_KB: 0
+ GH_AW_MCP_LOG_DIR: /tmp/gh-aw/mcp-logs/safeoutputs
+ GH_AW_WORKFLOW_ID_SANITIZED: dailyagentrxtraceoptimizer
+ outputs:
+ checkout_pr_success: ${{ steps.checkout-pr.outputs.checkout_pr_success || 'true' }}
+ effective_tokens: ${{ steps.parse-mcp-gateway.outputs.effective_tokens }}
+ effective_tokens_rate_limit_error: ${{ steps.parse-mcp-gateway.outputs.effective_tokens_rate_limit_error || 'false' }}
+ has_patch: ${{ steps.collect_output.outputs.has_patch }}
+ model: ${{ needs.activation.outputs.model }}
+ output: ${{ steps.collect_output.outputs.output }}
+ output_types: ${{ steps.collect_output.outputs.output_types }}
+ setup-parent-span-id: ${{ steps.setup.outputs.parent-span-id || steps.setup.outputs.span-id }}
+ setup-span-id: ${{ steps.setup.outputs.span-id }}
+ setup-trace-id: ${{ steps.setup.outputs.trace-id }}
+ steps:
+ - name: Checkout actions folder
+ uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
+ with:
+ repository: github/gh-aw
+ sparse-checkout: |
+ actions
+ persist-credentials: false
+ - name: Setup Scripts
+ id: setup
+ uses: ./actions/setup
+ with:
+ destination: ${{ runner.temp }}/gh-aw/actions
+ job-name: ${{ github.job }}
+ trace-id: ${{ needs.activation.outputs.setup-trace-id }}
+ parent-span-id: ${{ needs.activation.outputs.setup-parent-span-id || needs.activation.outputs.setup-span-id }}
+ env:
+ GH_AW_SETUP_WORKFLOW_NAME: "Daily AgentRx Trace Optimizer"
+ GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/daily-agentrx-trace-optimizer.lock.yml@${{ github.ref }}
+ GH_AW_INFO_VERSION: "2.1.133"
+ - name: Set runtime paths
+ id: set-runtime-paths
+ run: |
+ {
+ echo "GH_AW_SAFE_OUTPUTS=${RUNNER_TEMP}/gh-aw/safeoutputs/outputs.jsonl"
+ echo "GH_AW_SAFE_OUTPUTS_CONFIG_PATH=${RUNNER_TEMP}/gh-aw/safeoutputs/config.json"
+ echo "GH_AW_SAFE_OUTPUTS_TOOLS_PATH=${RUNNER_TEMP}/gh-aw/safeoutputs/tools.json"
+ } >> "$GITHUB_OUTPUT"
+ - name: Mask OTLP telemetry headers
+ run: bash "${RUNNER_TEMP}/gh-aw/actions/mask_otlp_headers.sh"
+ - name: Checkout repository
+ uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
+ with:
+ persist-credentials: false
+ - name: Create gh-aw temp directory
+ run: bash "${RUNNER_TEMP}/gh-aw/actions/create_gh_aw_tmp_dir.sh"
+ - name: Configure gh CLI for GitHub Enterprise
+ run: bash "${RUNNER_TEMP}/gh-aw/actions/configure_gh_for_ghe.sh"
+ env:
+ GH_TOKEN: ${{ github.token }}
+ - name: Configure Git credentials
+ env:
+ REPO_NAME: ${{ github.repository }}
+ SERVER_URL: ${{ github.server_url }}
+ GITHUB_TOKEN: ${{ github.token }}
+ run: |
+ git config --global user.email "github-actions[bot]@users.noreply.github.com"
+ git config --global user.name "github-actions[bot]"
+ git config --global am.keepcr true
+ # Re-authenticate git with GitHub token
+ SERVER_URL_STRIPPED="${SERVER_URL#https://}"
+ git remote set-url origin "https://x-access-token:${GITHUB_TOKEN}@${SERVER_URL_STRIPPED}/${REPO_NAME}.git"
+ echo "Git configured with standard GitHub Actions identity"
+ - name: Checkout PR branch
+ id: checkout-pr
+ if: |
+ github.event.pull_request || github.event.issue.pull_request
+ uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
+ env:
+ GH_TOKEN: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN || secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
+ with:
+ github-token: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN || secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
+ script: |
+ const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
+ setupGlobals(core, github, context, exec, io, getOctokit);
+ const { main } = require('${{ runner.temp }}/gh-aw/actions/checkout_pr_branch.cjs');
+ await main();
+ - name: Setup Node.js
+ uses: actions/setup-node@48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e # v6.4.0
+ with:
+ node-version: '24'
+ package-manager-cache: false
+ - name: Install AWF binary
+ run: bash "${RUNNER_TEMP}/gh-aw/actions/install_awf_binary.sh" v0.25.43
+ - name: Install Claude Code CLI
+ run: npm install -g @anthropic-ai/claude-code@2.1.133
+ - name: Determine automatic lockdown mode for GitHub MCP Server
+ id: determine-automatic-lockdown
+ uses: actions/github-script@v9
+ env:
+ GH_AW_GITHUB_TOKEN: ${{ secrets.GH_AW_GITHUB_TOKEN }}
+ GH_AW_GITHUB_MCP_SERVER_TOKEN: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN }}
+ with:
+ script: |
+ const determineAutomaticLockdown = require('${{ runner.temp }}/gh-aw/actions/determine_automatic_lockdown.cjs');
+ await determineAutomaticLockdown(github, context, core);
+ - name: Download activation artifact
+ uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
+ with:
+ name: activation
+ path: /tmp/gh-aw
+ - name: Restore agent config folders from base branch
+ if: steps.checkout-pr.outcome == 'success'
+ env:
+ GH_AW_AGENT_FOLDERS: ".agents .claude .codex .crush .gemini .github .opencode .pi"
+ GH_AW_AGENT_FILES: ".crush.json AGENTS.md CLAUDE.md GEMINI.md PI.md opencode.jsonc"
+ run: bash "${RUNNER_TEMP}/gh-aw/actions/restore_base_github_folders.sh"
+ - name: Restore inline sub-agents from activation artifact
+ env:
+ GH_AW_SUB_AGENT_DIR: ".claude/agents"
+ GH_AW_SUB_AGENT_EXT: ".md"
+ run: bash "${RUNNER_TEMP}/gh-aw/actions/restore_inline_sub_agents.sh"
+ - name: Download container images
+ run: bash "${RUNNER_TEMP}/gh-aw/actions/download_docker_images.sh" ghcr.io/github/gh-aw-firewall/agent:0.25.43 ghcr.io/github/gh-aw-firewall/api-proxy:0.25.43 ghcr.io/github/gh-aw-firewall/squid:0.25.43 ghcr.io/github/gh-aw-mcpg:v0.3.6@sha256:2bb8eef86006a4c5963c55616a9c51c32f27bfdecb023b8aa6f91f6718d9171c ghcr.io/github/github-mcp-server:v1.0.3@sha256:2ac27ef03461ef2b877031b838a7d1fd7f12b12d4ace7796d8cad91446d55959 node:lts-alpine@sha256:d1b3b4da11eefd5941e7f0b9cf17783fc99d9c6fc34884a665f40a06dbdfc94f
+ - name: Generate Safe Outputs Config
+ run: |
+ mkdir -p "${RUNNER_TEMP}/gh-aw/safeoutputs"
+ mkdir -p /tmp/gh-aw/safeoutputs
+ mkdir -p /tmp/gh-aw/mcp-logs/safeoutputs
+ cat > "${RUNNER_TEMP}/gh-aw/safeoutputs/config.json" << 'GH_AW_SAFE_OUTPUTS_CONFIG_fa25d7cc2c907d39_EOF'
+ {"create_discussion":{"category":"audits","close_older_discussions":true,"expires":168,"fallback_to_issue":true,"max":1,"title_prefix":"[agentrx-optimizer] "},"create_issue":{"close_older_issues":true,"expires":168,"labels":["automation","observability","optimization","traces"],"max":1,"title_prefix":"[agentrx-optimizer] "},"create_report_incomplete_issue":{},"mentions":{"enabled":false},"missing_data":{},"missing_tool":{},"noop":{"max":1,"report-as-issue":"true"},"report_incomplete":{}}
+ GH_AW_SAFE_OUTPUTS_CONFIG_fa25d7cc2c907d39_EOF
+ - name: Generate Safe Outputs Tools
+ env:
+ GH_AW_TOOLS_META_JSON: |
+ {
+ "description_suffixes": {
+ "create_discussion": " CONSTRAINTS: Maximum 1 discussion(s) can be created. Title will be prefixed with \"[agentrx-optimizer] \". Discussions will be created in category \"audits\".",
+ "create_issue": " CONSTRAINTS: Maximum 1 issue(s) can be created. Title will be prefixed with \"[agentrx-optimizer] \". Labels [\"automation\" \"observability\" \"optimization\" \"traces\"] will be automatically added."
+ },
+ "repo_params": {},
+ "dynamic_tools": []
+ }
+ GH_AW_VALIDATION_JSON: |
+ {
+ "create_discussion": {
+ "defaultMax": 1,
+ "fields": {
+ "body": {
+ "required": true,
+ "type": "string",
+ "sanitize": true,
+ "maxLength": 65000
+ },
+ "category": {
+ "type": "string",
+ "sanitize": true,
+ "maxLength": 128
+ },
+ "repo": {
+ "type": "string",
+ "maxLength": 256
+ },
+ "title": {
+ "required": true,
+ "type": "string",
+ "sanitize": true,
+ "maxLength": 128
+ }
+ }
+ },
+ "create_issue": {
+ "defaultMax": 1,
+ "fields": {
+ "body": {
+ "required": true,
+ "type": "string",
+ "sanitize": true,
+ "maxLength": 65000
+ },
+ "fields": {
+ "type": "array"
+ },
+ "labels": {
+ "type": "array",
+ "itemType": "string",
+ "itemSanitize": true,
+ "itemMaxLength": 128
+ },
+ "parent": {
+ "issueOrPRNumber": true
+ },
+ "repo": {
+ "type": "string",
+ "maxLength": 256
+ },
+ "temporary_id": {
+ "type": "string"
+ },
+ "title": {
+ "required": true,
+ "type": "string",
+ "sanitize": true,
+ "maxLength": 128
+ }
+ }
+ },
+ "missing_data": {
+ "defaultMax": 20,
+ "fields": {
+ "alternatives": {
+ "type": "string",
+ "sanitize": true,
+ "maxLength": 256
+ },
+ "context": {
+ "type": "string",
+ "sanitize": true,
+ "maxLength": 256
+ },
+ "data_type": {
+ "type": "string",
+ "sanitize": true,
+ "maxLength": 128
+ },
+ "reason": {
+ "type": "string",
+ "sanitize": true,
+ "maxLength": 256
+ }
+ }
+ },
+ "missing_tool": {
+ "defaultMax": 20,
+ "fields": {
+ "alternatives": {
+ "type": "string",
+ "sanitize": true,
+ "maxLength": 512
+ },
+ "reason": {
+ "required": true,
+ "type": "string",
+ "sanitize": true,
+ "maxLength": 256
+ },
+ "tool": {
+ "type": "string",
+ "sanitize": true,
+ "maxLength": 128
+ }
+ }
+ },
+ "noop": {
+ "defaultMax": 1,
+ "fields": {
+ "message": {
+ "required": true,
+ "type": "string",
+ "sanitize": true,
+ "maxLength": 65000
+ }
+ }
+ },
+ "report_incomplete": {
+ "defaultMax": 5,
+ "fields": {
+ "details": {
+ "type": "string",
+ "sanitize": true,
+ "maxLength": 65000
+ },
+ "reason": {
+ "required": true,
+ "type": "string",
+ "sanitize": true,
+ "maxLength": 1024
+ }
+ }
+ }
+ }
+ uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
+ with:
+ script: |
+ const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
+ setupGlobals(core, github, context, exec, io, getOctokit);
+ const { main } = require('${{ runner.temp }}/gh-aw/actions/generate_safe_outputs_tools.cjs');
+ await main();
+ - name: Generate Safe Outputs MCP Server Config
+ id: safe-outputs-config
+ run: |
+ # Generate a secure random API key (360 bits of entropy, 40+ chars)
+ # Mask immediately to prevent timing vulnerabilities
+ API_KEY=$(openssl rand -base64 45 | tr -d '/+=')
+ echo "::add-mask::${API_KEY}"
+
+ PORT=3001
+
+ # Set outputs for next steps
+ {
+ echo "safe_outputs_api_key=${API_KEY}"
+ echo "safe_outputs_port=${PORT}"
+ } >> "$GITHUB_OUTPUT"
+
+ echo "Safe Outputs MCP server will run on port ${PORT}"
+
+ - name: Start Safe Outputs MCP HTTP Server
+ id: safe-outputs-start
+ env:
+ DEBUG: '*'
+ GH_AW_SAFE_OUTPUTS: ${{ steps.set-runtime-paths.outputs.GH_AW_SAFE_OUTPUTS }}
+ GH_AW_SAFE_OUTPUTS_PORT: ${{ steps.safe-outputs-config.outputs.safe_outputs_port }}
+ GH_AW_SAFE_OUTPUTS_API_KEY: ${{ steps.safe-outputs-config.outputs.safe_outputs_api_key }}
+ GH_AW_SAFE_OUTPUTS_TOOLS_PATH: ${{ runner.temp }}/gh-aw/safeoutputs/tools.json
+ GH_AW_SAFE_OUTPUTS_CONFIG_PATH: ${{ runner.temp }}/gh-aw/safeoutputs/config.json
+ GH_AW_MCP_LOG_DIR: /tmp/gh-aw/mcp-logs/safeoutputs
+ run: |
+ # Environment variables are set above to prevent template injection
+ export DEBUG
+ export GH_AW_SAFE_OUTPUTS
+ export GH_AW_SAFE_OUTPUTS_PORT
+ export GH_AW_SAFE_OUTPUTS_API_KEY
+ export GH_AW_SAFE_OUTPUTS_TOOLS_PATH
+ export GH_AW_SAFE_OUTPUTS_CONFIG_PATH
+ export GH_AW_MCP_LOG_DIR
+
+ bash "${RUNNER_TEMP}/gh-aw/actions/start_safe_outputs_server.sh"
+
+ - name: Start MCP Gateway
+ id: start-mcp-gateway
+ env:
+ GH_AW_SAFE_OUTPUTS: ${{ steps.set-runtime-paths.outputs.GH_AW_SAFE_OUTPUTS }}
+ GH_AW_SAFE_OUTPUTS_API_KEY: ${{ steps.safe-outputs-start.outputs.api_key }}
+ GH_AW_SAFE_OUTPUTS_PORT: ${{ steps.safe-outputs-start.outputs.port }}
+ GITHUB_MCP_GUARD_MIN_INTEGRITY: ${{ steps.determine-automatic-lockdown.outputs.min_integrity }}
+ GITHUB_MCP_GUARD_REPOS: ${{ steps.determine-automatic-lockdown.outputs.repos }}
+ GITHUB_MCP_SERVER_TOKEN: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN || secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
+ run: |
+ set -eo pipefail
+ mkdir -p "${RUNNER_TEMP}/gh-aw/mcp-config"
+
+ # Export gateway environment variables for MCP config and gateway script
+ export MCP_GATEWAY_PORT="8080"
+ export MCP_GATEWAY_DOMAIN="host.docker.internal"
+ export MCP_GATEWAY_HOST_DOMAIN="localhost"
+ MCP_GATEWAY_API_KEY=$(openssl rand -base64 45 | tr -d '/+=')
+ echo "::add-mask::${MCP_GATEWAY_API_KEY}"
+ export MCP_GATEWAY_API_KEY
+ export MCP_GATEWAY_PAYLOAD_DIR="/tmp/gh-aw/mcp-payloads"
+ mkdir -p "${MCP_GATEWAY_PAYLOAD_DIR}"
+ export MCP_GATEWAY_PAYLOAD_SIZE_THRESHOLD="524288"
+ export DEBUG="*"
+
+ export GH_AW_ENGINE="claude"
+ MCP_GATEWAY_UID=$(id -u 2>/dev/null || echo '0')
+ MCP_GATEWAY_GID=$(id -g 2>/dev/null || echo '0')
+ case "${DOCKER_HOST:-}" in
+ unix://* ) DOCKER_SOCK_PATH="${DOCKER_HOST#unix://}" ;;
+ /* ) DOCKER_SOCK_PATH="$DOCKER_HOST" ;;
+ * ) DOCKER_SOCK_PATH=/var/run/docker.sock ;;
+ esac
+ DOCKER_SOCK_GID=$(stat -c '%g' "$DOCKER_SOCK_PATH" 2>/dev/null || echo '0')
+ export MCP_GATEWAY_DOCKER_COMMAND='docker run -i --rm --network host --add-host host.docker.internal:127.0.0.1 --user '"${MCP_GATEWAY_UID}"':'"${MCP_GATEWAY_GID}"' --group-add '"${DOCKER_SOCK_GID}"' -v '"${DOCKER_SOCK_PATH}"':/var/run/docker.sock -e MCP_GATEWAY_PORT -e MCP_GATEWAY_DOMAIN -e MCP_GATEWAY_API_KEY -e MCP_GATEWAY_PAYLOAD_DIR -e MCP_GATEWAY_PAYLOAD_SIZE_THRESHOLD -e DOCKER_HOST=unix:///var/run/docker.sock -e DEBUG -e MCP_GATEWAY_LOG_DIR -e GH_AW_MCP_LOG_DIR -e GH_AW_SAFE_OUTPUTS -e GH_AW_SAFE_OUTPUTS_CONFIG_PATH -e GH_AW_SAFE_OUTPUTS_TOOLS_PATH -e GH_AW_ASSETS_BRANCH -e GH_AW_ASSETS_MAX_SIZE_KB -e GH_AW_ASSETS_ALLOWED_EXTS -e DEFAULT_BRANCH -e GITHUB_MCP_SERVER_TOKEN -e GITHUB_MCP_GUARD_MIN_INTEGRITY -e GITHUB_MCP_GUARD_REPOS -e GITHUB_REPOSITORY -e GITHUB_SERVER_URL -e GITHUB_SHA -e GITHUB_WORKSPACE -e GITHUB_TOKEN -e GITHUB_RUN_ID -e GITHUB_RUN_NUMBER -e GITHUB_RUN_ATTEMPT -e GITHUB_JOB -e GITHUB_ACTION -e GITHUB_EVENT_NAME -e GITHUB_EVENT_PATH -e GITHUB_ACTOR -e GITHUB_ACTOR_ID -e GITHUB_TRIGGERING_ACTOR -e GITHUB_WORKFLOW -e GITHUB_WORKFLOW_REF -e GITHUB_WORKFLOW_SHA -e GITHUB_REF -e GITHUB_REF_NAME -e GITHUB_REF_TYPE -e GITHUB_HEAD_REF -e GITHUB_BASE_REF -e GH_AW_SAFE_OUTPUTS_PORT -e GH_AW_SAFE_OUTPUTS_API_KEY -e GITHUB_AW_OTEL_TRACE_ID -e GITHUB_AW_OTEL_PARENT_SPAN_ID -v /tmp/gh-aw/mcp-payloads:/tmp/gh-aw/mcp-payloads:rw -v /opt:/opt:ro -v /tmp:/tmp:rw -v '"${GITHUB_WORKSPACE}"':'"${GITHUB_WORKSPACE}"':rw ghcr.io/github/gh-aw-mcpg:v0.3.6'
+
+ GH_AW_NODE=$(which node 2>/dev/null || command -v node 2>/dev/null || echo node)
+ cat << GH_AW_MCP_CONFIG_d0b9663fac1e4b08_EOF | "$GH_AW_NODE" "${RUNNER_TEMP}/gh-aw/actions/start_mcp_gateway.cjs"
+ {
+ "mcpServers": {
+ "github": {
+ "container": "ghcr.io/github/github-mcp-server:v1.0.3",
+ "env": {
+ "GITHUB_HOST": "$GITHUB_SERVER_URL",
+ "GITHUB_PERSONAL_ACCESS_TOKEN": "$GITHUB_MCP_SERVER_TOKEN",
+ "GITHUB_READ_ONLY": "1",
+ "GITHUB_TOOLSETS": "context,repos,issues,pull_requests"
+ },
+ "guard-policies": {
+ "allow-only": {
+ "min-integrity": "$GITHUB_MCP_GUARD_MIN_INTEGRITY",
+ "repos": "$GITHUB_MCP_GUARD_REPOS"
+ }
+ }
+ },
+ "safeoutputs": {
+ "type": "http",
+ "url": "http://host.docker.internal:$GH_AW_SAFE_OUTPUTS_PORT",
+ "headers": {
+ "Authorization": "$GH_AW_SAFE_OUTPUTS_API_KEY"
+ },
+ "guard-policies": {
+ "write-sink": {
+ "accept": [
+ "*"
+ ]
+ }
+ }
+ }
+ },
+ "gateway": {
+ "port": $MCP_GATEWAY_PORT,
+ "domain": "${MCP_GATEWAY_DOMAIN}",
+ "apiKey": "${MCP_GATEWAY_API_KEY}",
+ "payloadDir": "${MCP_GATEWAY_PAYLOAD_DIR}",
+ "opentelemetry": {
+ "endpoint": "${OTEL_EXPORTER_OTLP_ENDPOINT}",
+ "headers": "${OTEL_EXPORTER_OTLP_HEADERS}",
+ "traceId": "${GITHUB_AW_OTEL_TRACE_ID}",
+ "spanId": "${GITHUB_AW_OTEL_PARENT_SPAN_ID}"
+ }
+ }
+ }
+ GH_AW_MCP_CONFIG_d0b9663fac1e4b08_EOF
+ - name: Mount MCP servers as CLIs
+ id: mount-mcp-clis
+ continue-on-error: true
+ env:
+ MCP_GATEWAY_API_KEY: ${{ steps.start-mcp-gateway.outputs.gateway-api-key }}
+ MCP_GATEWAY_DOMAIN: ${{ steps.start-mcp-gateway.outputs.gateway-domain }}
+ MCP_GATEWAY_PORT: ${{ steps.start-mcp-gateway.outputs.gateway-port }}
+ uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
+ with:
+ script: |
+ const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
+ setupGlobals(core, github, context, exec, io);
+ const { main } = require('${{ runner.temp }}/gh-aw/actions/mount_mcp_as_cli.cjs');
+ await main();
+ - name: Clean credentials
+ continue-on-error: true
+ run: bash "${RUNNER_TEMP}/gh-aw/actions/clean_git_credentials.sh"
+ - name: Audit pre-agent workspace
+ id: pre_agent_audit
+ continue-on-error: true
+ run: bash "${RUNNER_TEMP}/gh-aw/actions/audit_pre_agent_workspace.sh"
+ - name: Execute Claude Code CLI
+ id: agentic_execution
+ # Allowed tools (sorted):
+ # - Bash
+ # - BashOutput
+ # - Edit
+ # - Edit(/tmp/*)
+ # - ExitPlanMode
+ # - Glob
+ # - Grep
+ # - KillBash
+ # - LS
+ # - MultiEdit
+ # - MultiEdit(/tmp/*)
+ # - NotebookEdit
+ # - NotebookRead
+ # - Read
+ # - Read(/tmp/*)
+ # - Task
+ # - TodoWrite
+ # - Write
+ # - Write(/tmp/*)
+ # - mcp__github__download_workflow_run_artifact
+ # - mcp__github__get_code_scanning_alert
+ # - mcp__github__get_commit
+ # - mcp__github__get_dependabot_alert
+ # - mcp__github__get_discussion
+ # - mcp__github__get_discussion_comments
+ # - mcp__github__get_file_contents
+ # - mcp__github__get_job_logs
+ # - mcp__github__get_label
+ # - mcp__github__get_latest_release
+ # - mcp__github__get_me
+ # - mcp__github__get_notification_details
+ # - mcp__github__get_pull_request
+ # - mcp__github__get_pull_request_comments
+ # - mcp__github__get_pull_request_diff
+ # - mcp__github__get_pull_request_files
+ # - mcp__github__get_pull_request_review_comments
+ # - mcp__github__get_pull_request_reviews
+ # - mcp__github__get_pull_request_status
+ # - mcp__github__get_release_by_tag
+ # - mcp__github__get_secret_scanning_alert
+ # - mcp__github__get_tag
+ # - mcp__github__get_workflow_run
+ # - mcp__github__get_workflow_run_logs
+ # - mcp__github__get_workflow_run_usage
+ # - mcp__github__issue_read
+ # - mcp__github__list_branches
+ # - mcp__github__list_code_scanning_alerts
+ # - mcp__github__list_commits
+ # - mcp__github__list_dependabot_alerts
+ # - mcp__github__list_discussion_categories
+ # - mcp__github__list_discussions
+ # - mcp__github__list_issue_types
+ # - mcp__github__list_issues
+ # - mcp__github__list_label
+ # - mcp__github__list_notifications
+ # - mcp__github__list_pull_requests
+ # - mcp__github__list_releases
+ # - mcp__github__list_secret_scanning_alerts
+ # - mcp__github__list_starred_repositories
+ # - mcp__github__list_tags
+ # - mcp__github__list_workflow_jobs
+ # - mcp__github__list_workflow_run_artifacts
+ # - mcp__github__list_workflow_runs
+ # - mcp__github__list_workflows
+ # - mcp__github__pull_request_read
+ # - mcp__github__search_code
+ # - mcp__github__search_issues
+ # - mcp__github__search_orgs
+ # - mcp__github__search_pull_requests
+ # - mcp__github__search_repositories
+ # - mcp__github__search_users
+ # - mcp__safeoutputs
+ timeout-minutes: 45
+ run: |
+ set -o pipefail
+ touch /tmp/gh-aw/agent-step-summary.md
+ (umask 177 && touch /tmp/gh-aw/agent-stdio.log)
+ printf '%s\n' '{"$schema":"https://github.com/github/gh-aw-firewall/releases/download/v0.25.43/awf-config.schema.json","network":{"allowDomains":["*.githubusercontent.com","*.pythonhosted.org","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","docs.github.com","files.pythonhosted.org","ghcr.io","github-cloud.githubusercontent.com","github-cloud.s3.amazonaws.com","github.blog","github.com","github.githubassets.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"]},"apiProxy":{"enabled":true,"maxRuns":100,"maxEffectiveTokens":25000000,"models":{"auto":["large"],"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*"],"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-pro":["copilot/gemini-*pro*","google/gemini-*pro*","gemini/gemini-*pro*"],"gemma":["copilot/gemma*","google/gemma*","gemini/gemma*"],"gpt-4.1":["copilot/gpt-4.1*","openai/gpt-4.1*"],"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*"],"haiku":["copilot/*haiku*","anthropic/*haiku*"],"large":["sonnet","gpt-5-pro","gpt-5","gemini-pro"],"mini":["haiku","gpt-5-mini","gpt-5-nano","gemini-flash-lite"],"opus":["copilot/*opus*","anthropic/*opus*"],"reasoning":["copilot/o1*","copilot/o3*","copilot/o4*","openai/o1*","openai/o3*","openai/o4*"],"small":["mini"],"sonnet":["copilot/*sonnet*","anthropic/*sonnet*"]}},"container":{"imageTag":"0.25.43"}}' > "${RUNNER_TEMP}/gh-aw/awf-config.json" && cp "${RUNNER_TEMP}/gh-aw/awf-config.json" /tmp/gh-aw/awf-config.json
+ GH_AW_DOCKER_HOST_PATH_PREFIX_ARGS=""
+ if [[ "${DOCKER_HOST:-}" =~ ^tcp://(localhost|127\.0\.0\.1)(:[0-9]+)?$ ]]; then
+ GH_AW_DOCKER_HOST_PATH_PREFIX_ARGS="--docker-host-path-prefix /tmp/gh-aw"
+ fi
+ # shellcheck disable=SC1003
+ sudo -E awf --config "${RUNNER_TEMP}/gh-aw/awf-config.json" --container-workdir "${GITHUB_WORKSPACE}" --mount "${RUNNER_TEMP}/gh-aw:${RUNNER_TEMP}/gh-aw:ro" --mount "${RUNNER_TEMP}/gh-aw:/host${RUNNER_TEMP}/gh-aw:ro" ${GH_AW_DOCKER_HOST_PATH_PREFIX_ARGS} --tty --env-all --exclude-env ANTHROPIC_API_KEY --exclude-env GITHUB_MCP_SERVER_TOKEN --exclude-env MCP_GATEWAY_API_KEY --log-level info --proxy-logs-dir /tmp/gh-aw/sandbox/firewall/logs --audit-dir /tmp/gh-aw/sandbox/firewall/audit --enable-host-access --allow-host-ports 80,443,8080 --skip-pull \
+ -- /bin/bash -c 'export PATH="${RUNNER_TEMP}/gh-aw/mcp-cli/bin:$PATH" && export PATH="$(find /opt/hostedtoolcache /home/runner/work/_tool -maxdepth 5 -type d -name bin 2>/dev/null | tr '\''\n'\'' '\'':'\'')$PATH"; [ -n "$GOROOT" ] && export PATH="$GOROOT/bin:$PATH" || true && GH_AW_NODE_EXEC="${GH_AW_NODE_BIN:-}"; if [ -z "$GH_AW_NODE_EXEC" ] || [ ! -x "$GH_AW_NODE_EXEC" ]; then GH_AW_NODE_EXEC="$(command -v node 2>/dev/null || true)"; fi; if [ -z "$GH_AW_NODE_EXEC" ]; then echo "node runtime missing on this runner — check runtimes.node in workflow YAML" >&2; exit 127; fi; "$GH_AW_NODE_EXEC" ${RUNNER_TEMP}/gh-aw/actions/claude_harness.cjs claude --print --no-chrome --mcp-config "${{ runner.temp }}/gh-aw/mcp-config/mcp-servers.json" --allowed-tools '\''Bash,BashOutput,Edit,Edit(/tmp/*),ExitPlanMode,Glob,Grep,KillBash,LS,MultiEdit,MultiEdit(/tmp/*),NotebookEdit,NotebookRead,Read,Read(/tmp/*),Task,TodoWrite,Write,Write(/tmp/*),mcp__github__download_workflow_run_artifact,mcp__github__get_code_scanning_alert,mcp__github__get_commit,mcp__github__get_dependabot_alert,mcp__github__get_discussion,mcp__github__get_discussion_comments,mcp__github__get_file_contents,mcp__github__get_job_logs,mcp__github__get_label,mcp__github__get_latest_release,mcp__github__get_me,mcp__github__get_notification_details,mcp__github__get_pull_request,mcp__github__get_pull_request_comments,mcp__github__get_pull_request_diff,mcp__github__get_pull_request_files,mcp__github__get_pull_request_review_comments,mcp__github__get_pull_request_reviews,mcp__github__get_pull_request_status,mcp__github__get_release_by_tag,mcp__github__get_secret_scanning_alert,mcp__github__get_tag,mcp__github__get_workflow_run,mcp__github__get_workflow_run_logs,mcp__github__get_workflow_run_usage,mcp__github__issue_read,mcp__github__list_branches,mcp__github__list_code_scanning_alerts,mcp__github__list_commits,mcp__github__list_dependabot_alerts,mcp__github__list_discussion_categories,mcp__github__list_discussions,mcp__github__list_issue_types,mcp__github__list_issues,mcp__github__list_label,mcp__github__list_notifications,mcp__github__list_pull_requests,mcp__github__list_releases,mcp__github__list_secret_scanning_alerts,mcp__github__list_starred_repositories,mcp__github__list_tags,mcp__github__list_workflow_jobs,mcp__github__list_workflow_run_artifacts,mcp__github__list_workflow_runs,mcp__github__list_workflows,mcp__github__pull_request_read,mcp__github__search_code,mcp__github__search_issues,mcp__github__search_orgs,mcp__github__search_pull_requests,mcp__github__search_repositories,mcp__github__search_users,mcp__safeoutputs'\'' --debug-file /tmp/gh-aw/agent-stdio.log --verbose --permission-mode bypassPermissions --output-format stream-json --prompt-file /tmp/gh-aw/aw-prompts/prompt.txt${GH_AW_MODEL_AGENT_CLAUDE:+ --model "$GH_AW_MODEL_AGENT_CLAUDE"}' 2>&1 | tee -a /tmp/gh-aw/agent-stdio.log
+ env:
+ ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
+ BASH_DEFAULT_TIMEOUT_MS: 60000
+ BASH_MAX_TIMEOUT_MS: 60000
+ CLAUDE_CODE_DISABLE_FAST_MODE: 1
+ DISABLE_BUG_COMMAND: 1
+ DISABLE_ERROR_REPORTING: 1
+ DISABLE_TELEMETRY: 1
+ GH_AW_MCP_CONFIG: ${{ runner.temp }}/gh-aw/mcp-config/mcp-servers.json
+ GH_AW_MODEL_AGENT_CLAUDE: ${{ vars.GH_AW_MODEL_AGENT_CLAUDE || '' }}
+ GH_AW_PHASE: agent
+ GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt
+ GH_AW_SAFE_OUTPUTS: ${{ steps.set-runtime-paths.outputs.GH_AW_SAFE_OUTPUTS }}
+ GH_AW_VERSION: dev
+ GITHUB_AW: true
+ GITHUB_STEP_SUMMARY: /tmp/gh-aw/agent-step-summary.md
+ GITHUB_WORKSPACE: ${{ github.workspace }}
+ GIT_AUTHOR_EMAIL: github-actions[bot]@users.noreply.github.com
+ GIT_AUTHOR_NAME: github-actions[bot]
+ GIT_COMMITTER_EMAIL: github-actions[bot]@users.noreply.github.com
+ GIT_COMMITTER_NAME: github-actions[bot]
+ MCP_TIMEOUT: 120000
+ MCP_TOOL_TIMEOUT: 60000
+ - name: Configure Git credentials
+ env:
+ REPO_NAME: ${{ github.repository }}
+ SERVER_URL: ${{ github.server_url }}
+ GITHUB_TOKEN: ${{ github.token }}
+ run: |
+ git config --global user.email "github-actions[bot]@users.noreply.github.com"
+ git config --global user.name "github-actions[bot]"
+ git config --global am.keepcr true
+ # Re-authenticate git with GitHub token
+ SERVER_URL_STRIPPED="${SERVER_URL#https://}"
+ git remote set-url origin "https://x-access-token:${GITHUB_TOKEN}@${SERVER_URL_STRIPPED}/${REPO_NAME}.git"
+ echo "Git configured with standard GitHub Actions identity"
+ - name: Stop MCP Gateway
+ if: always()
+ continue-on-error: true
+ env:
+ MCP_GATEWAY_PORT: ${{ steps.start-mcp-gateway.outputs.gateway-port }}
+ MCP_GATEWAY_API_KEY: ${{ steps.start-mcp-gateway.outputs.gateway-api-key }}
+ GATEWAY_PID: ${{ steps.start-mcp-gateway.outputs.gateway-pid }}
+ run: |
+ bash "${RUNNER_TEMP}/gh-aw/actions/stop_mcp_gateway.sh" "$GATEWAY_PID"
+ - name: Redact secrets in logs
+ if: always()
+ uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
+ with:
+ script: |
+ const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
+ setupGlobals(core, github, context, exec, io, getOctokit);
+ const { main } = require('${{ runner.temp }}/gh-aw/actions/redact_secrets.cjs');
+ await main();
+ env:
+ GH_AW_SECRET_NAMES: 'ANTHROPIC_API_KEY,GH_AW_GITHUB_MCP_SERVER_TOKEN,GH_AW_GITHUB_TOKEN,GITHUB_TOKEN'
+ SECRET_ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
+ SECRET_GH_AW_GITHUB_MCP_SERVER_TOKEN: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN }}
+ SECRET_GH_AW_GITHUB_TOKEN: ${{ secrets.GH_AW_GITHUB_TOKEN }}
+ SECRET_GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+ - name: Append agent step summary
+ if: always()
+ run: bash "${RUNNER_TEMP}/gh-aw/actions/append_agent_step_summary.sh"
+ - name: Copy Safe Outputs
+ if: always()
+ env:
+ GH_AW_SAFE_OUTPUTS: ${{ steps.set-runtime-paths.outputs.GH_AW_SAFE_OUTPUTS }}
+ run: |
+ mkdir -p /tmp/gh-aw
+ cp "$GH_AW_SAFE_OUTPUTS" /tmp/gh-aw/safeoutputs.jsonl 2>/dev/null || true
+ - name: Ingest agent output
+ id: collect_output
+ if: always()
+ uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
+ env:
+ GH_AW_SAFE_OUTPUTS: ${{ steps.set-runtime-paths.outputs.GH_AW_SAFE_OUTPUTS }}
+ GH_AW_ALLOWED_DOMAINS: "*.githubusercontent.com,*.pythonhosted.org,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,docs.github.com,files.pythonhosted.org,ghcr.io,github-cloud.githubusercontent.com,github-cloud.s3.amazonaws.com,github.blog,github.com,github.githubassets.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"
+ GH_AW_ALLOWED_GITHUB_REFS: ""
+ GITHUB_SERVER_URL: ${{ github.server_url }}
+ GITHUB_API_URL: ${{ github.api_url }}
+ with:
+ script: |
+ const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
+ setupGlobals(core, github, context, exec, io, getOctokit);
+ const { main } = require('${{ runner.temp }}/gh-aw/actions/collect_ndjson_output.cjs');
+ await main();
+ - name: Parse agent logs for step summary
+ if: always()
+ uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
+ env:
+ GH_AW_AGENT_OUTPUT: /tmp/gh-aw/agent-stdio.log
+ with:
+ script: |
+ const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
+ setupGlobals(core, github, context, exec, io, getOctokit);
+ const { main } = require('${{ runner.temp }}/gh-aw/actions/parse_claude_log.cjs');
+ await main();
+ - name: Parse MCP Gateway logs for step summary
+ if: always()
+ id: parse-mcp-gateway
+ uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
+ with:
+ script: |
+ const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
+ setupGlobals(core, github, context, exec, io, getOctokit);
+ const { main } = require('${{ runner.temp }}/gh-aw/actions/parse_mcp_gateway_log.cjs');
+ await main();
+ - name: Print firewall logs
+ if: always()
+ continue-on-error: true
+ env:
+ AWF_LOGS_DIR: /tmp/gh-aw/sandbox/firewall/logs
+ run: |
+ # Fix permissions on firewall logs/audit dirs so they can be uploaded as artifacts
+ # AWF runs with sudo, creating files owned by root
+ sudo chmod -R a+rX /tmp/gh-aw/sandbox/firewall 2>/dev/null || true
+ # Only run awf logs summary if awf command exists (it may not be installed if workflow failed before install step)
+ if command -v awf &> /dev/null; then
+ awf logs summary | tee -a "$GITHUB_STEP_SUMMARY"
+ else
+ echo 'AWF binary not installed, skipping firewall log summary'
+ fi
+ - name: Parse token usage for step summary
+ if: always()
+ continue-on-error: true
+ uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
+ with:
+ script: |
+ const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
+ setupGlobals(core, github, context, exec, io, getOctokit);
+ const { main } = require('${{ runner.temp }}/gh-aw/actions/parse_token_usage.cjs');
+ await main();
+ - name: Print AWF reflect summary
+ if: always()
+ continue-on-error: true
+ uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
+ with:
+ script: |
+ const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
+ setupGlobals(core, github, context, exec, io, getOctokit);
+ const { main } = require('${{ runner.temp }}/gh-aw/actions/awf_reflect_summary.cjs');
+ await main();
+ - name: Generate observability summary
+ if: always()
+ uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
+ with:
+ script: |
+ const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
+ setupGlobals(core, github, context, exec, io, getOctokit);
+ const { main } = require('${{ runner.temp }}/gh-aw/actions/generate_observability_summary.cjs');
+ await main(core);
+ - name: Write agent output placeholder if missing
+ if: always()
+ run: |
+ if [ ! -f /tmp/gh-aw/agent_output.json ]; then
+ echo '{"items":[]}' > /tmp/gh-aw/agent_output.json
+ fi
+ - name: Upload agent artifacts
+ if: always()
+ continue-on-error: true
+ uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
+ with:
+ name: agent
+ path: |
+ /tmp/gh-aw/aw-prompts/prompt.txt
+ /tmp/gh-aw/mcp-logs/
+ /tmp/gh-aw/agent_usage.json
+ /tmp/gh-aw/agent-stdio.log
+ /tmp/gh-aw/pre-agent-audit.txt
+ /tmp/gh-aw/agent/
+ /tmp/gh-aw/github_rate_limits.jsonl
+ /tmp/gh-aw/otel.jsonl
+ /tmp/gh-aw/copilot-otel.jsonl
+ /tmp/gh-aw/safeoutputs.jsonl
+ /tmp/gh-aw/agent_output.json
+ /tmp/gh-aw/aw-*.patch
+ /tmp/gh-aw/aw-*.bundle
+ /tmp/gh-aw/awf-config.json
+ /tmp/gh-aw/sandbox/firewall/logs/
+ /tmp/gh-aw/sandbox/firewall/audit/
+ /tmp/gh-aw/sandbox/firewall/awf-reflect.json
+ if-no-files-found: ignore
+
+ conclusion:
+ needs:
+ - activation
+ - agent
+ - detection
+ - safe_outputs
+ if: >
+ always() && (needs.agent.result != 'skipped' || needs.activation.outputs.lockdown_check_failed == 'true' ||
+ needs.activation.outputs.stale_lock_file_failed == 'true')
+ runs-on: ubuntu-slim
+ permissions:
+ contents: read
+ discussions: write
+ issues: write
+ concurrency:
+ group: "gh-aw-conclusion-daily-agentrx-trace-optimizer"
+ cancel-in-progress: false
+ outputs:
+ incomplete_count: ${{ steps.report_incomplete.outputs.incomplete_count }}
+ noop_message: ${{ steps.noop.outputs.noop_message }}
+ tools_reported: ${{ steps.missing_tool.outputs.tools_reported }}
+ total_count: ${{ steps.missing_tool.outputs.total_count }}
+ steps:
+ - name: Checkout actions folder
+ uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
+ with:
+ repository: github/gh-aw
+ sparse-checkout: |
+ actions
+ persist-credentials: false
+ - name: Setup Scripts
+ id: setup
+ uses: ./actions/setup
+ with:
+ destination: ${{ runner.temp }}/gh-aw/actions
+ job-name: ${{ github.job }}
+ trace-id: ${{ needs.activation.outputs.setup-trace-id }}
+ parent-span-id: ${{ needs.activation.outputs.setup-parent-span-id || needs.activation.outputs.setup-span-id }}
+ env:
+ GH_AW_SETUP_WORKFLOW_NAME: "Daily AgentRx Trace Optimizer"
+ GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/daily-agentrx-trace-optimizer.lock.yml@${{ github.ref }}
+ GH_AW_INFO_VERSION: "2.1.133"
+ - name: Download agent output artifact
+ id: download-agent-output
+ continue-on-error: true
+ uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
+ with:
+ name: agent
+ path: /tmp/gh-aw/
+ - name: Setup agent output environment variable
+ id: setup-agent-output-env
+ if: steps.download-agent-output.outcome == 'success'
+ run: |
+ mkdir -p /tmp/gh-aw/
+ find "/tmp/gh-aw/" -type f -print
+ echo "GH_AW_AGENT_OUTPUT=/tmp/gh-aw/agent_output.json" >> "$GITHUB_OUTPUT"
+ - name: Process no-op messages
+ id: noop
+ uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
+ env:
+ GH_AW_AGENT_OUTPUT: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }}
+ GH_AW_NOOP_MAX: "1"
+ GH_AW_WORKFLOW_NAME: "Daily AgentRx Trace Optimizer"
+ GH_AW_TRACKER_ID: "daily-agentrx-trace-optimizer"
+ GH_AW_RUN_URL: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}
+ GH_AW_AGENT_CONCLUSION: ${{ needs.agent.result }}
+ GH_AW_NOOP_REPORT_AS_ISSUE: "true"
+ with:
+ github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
+ script: |
+ const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
+ setupGlobals(core, github, context, exec, io, getOctokit);
+ const { main } = require('${{ runner.temp }}/gh-aw/actions/handle_noop_message.cjs');
+ await main();
+ - name: Log detection run
+ id: detection_runs
+ uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
+ env:
+ GH_AW_AGENT_OUTPUT: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }}
+ GH_AW_WORKFLOW_NAME: "Daily AgentRx Trace Optimizer"
+ GH_AW_TRACKER_ID: "daily-agentrx-trace-optimizer"
+ GH_AW_RUN_URL: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}
+ GH_AW_DETECTION_CONCLUSION: ${{ needs.detection.outputs.detection_conclusion }}
+ GH_AW_DETECTION_REASON: ${{ needs.detection.outputs.detection_reason }}
+ with:
+ github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
+ script: |
+ const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
+ setupGlobals(core, github, context, exec, io, getOctokit);
+ const { main } = require('${{ runner.temp }}/gh-aw/actions/handle_detection_runs.cjs');
+ await main();
+ - name: Record missing tool
+ id: missing_tool
+ uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
+ env:
+ GH_AW_AGENT_OUTPUT: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }}
+ GH_AW_MISSING_TOOL_CREATE_ISSUE: "true"
+ GH_AW_WORKFLOW_NAME: "Daily AgentRx Trace Optimizer"
+ GH_AW_TRACKER_ID: "daily-agentrx-trace-optimizer"
+ with:
+ github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
+ script: |
+ const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
+ setupGlobals(core, github, context, exec, io, getOctokit);
+ const { main } = require('${{ runner.temp }}/gh-aw/actions/missing_tool.cjs');
+ await main();
+ - name: Record incomplete
+ id: report_incomplete
+ uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
+ env:
+ GH_AW_AGENT_OUTPUT: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }}
+ GH_AW_REPORT_INCOMPLETE_CREATE_ISSUE: "true"
+ GH_AW_WORKFLOW_NAME: "Daily AgentRx Trace Optimizer"
+ GH_AW_TRACKER_ID: "daily-agentrx-trace-optimizer"
+ with:
+ github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
+ script: |
+ const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
+ setupGlobals(core, github, context, exec, io, getOctokit);
+ const { main } = require('${{ runner.temp }}/gh-aw/actions/report_incomplete_handler.cjs');
+ await main();
+ - name: Handle agent failure
+ id: handle_agent_failure
+ if: always()
+ uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
+ env:
+ GH_AW_AGENT_OUTPUT: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }}
+ GH_AW_WORKFLOW_NAME: "Daily AgentRx Trace Optimizer"
+ GH_AW_TRACKER_ID: "daily-agentrx-trace-optimizer"
+ GH_AW_RUN_URL: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}
+ GH_AW_AGENT_CONCLUSION: ${{ needs.agent.result }}
+ GH_AW_WORKFLOW_ID: "daily-agentrx-trace-optimizer"
+ GH_AW_ACTION_FAILURE_ISSUE_EXPIRES_HOURS: "12"
+ GH_AW_ENGINE_ID: "claude"
+ GH_AW_SECRET_VERIFICATION_RESULT: ${{ needs.activation.outputs.secret_verification_result }}
+ GH_AW_CHECKOUT_PR_SUCCESS: ${{ needs.agent.outputs.checkout_pr_success }}
+ GH_AW_EFFECTIVE_TOKENS: ${{ needs.agent.outputs.effective_tokens || '' }}
+ GH_AW_EFFECTIVE_TOKENS_RATE_LIMIT_ERROR: ${{ needs.agent.outputs.effective_tokens_rate_limit_error || 'false' }}
+ GH_AW_ENGINE_API_HOSTS: "api.anthropic.com"
+ GH_AW_CREATE_DISCUSSION_ERRORS: ${{ needs.safe_outputs.outputs.create_discussion_errors }}
+ GH_AW_CREATE_DISCUSSION_ERROR_COUNT: ${{ needs.safe_outputs.outputs.create_discussion_error_count }}
+ GH_AW_LOCKDOWN_CHECK_FAILED: ${{ needs.activation.outputs.lockdown_check_failed }}
+ GH_AW_STALE_LOCK_FILE_FAILED: ${{ needs.activation.outputs.stale_lock_file_failed }}
+ GH_AW_GROUP_REPORTS: "false"
+ GH_AW_FAILURE_REPORT_AS_ISSUE: "true"
+ GH_AW_MISSING_TOOL_REPORT_AS_FAILURE: "true"
+ GH_AW_MISSING_DATA_REPORT_AS_FAILURE: "true"
+ GH_AW_TIMEOUT_MINUTES: "45"
+ GH_AW_MAX_EFFECTIVE_TOKENS: "25000000"
+ with:
+ github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
+ script: |
+ const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
+ setupGlobals(core, github, context, exec, io, getOctokit);
+ const { main } = require('${{ runner.temp }}/gh-aw/actions/handle_agent_failure.cjs');
+ await main();
+
+ detection:
+ needs:
+ - activation
+ - agent
+ if: >
+ always() && needs.agent.result != 'skipped' && (needs.agent.outputs.output_types != '' || needs.agent.outputs.has_patch == 'true')
+ runs-on: ubuntu-latest
+ permissions:
+ contents: read
+ outputs:
+ detection_conclusion: ${{ steps.detection_conclusion.outputs.conclusion }}
+ detection_reason: ${{ steps.detection_conclusion.outputs.reason }}
+ detection_success: ${{ steps.detection_conclusion.outputs.success }}
+ steps:
+ - name: Checkout actions folder
+ uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
+ with:
+ repository: github/gh-aw
+ sparse-checkout: |
+ actions
+ persist-credentials: false
+ - name: Setup Scripts
+ id: setup
+ uses: ./actions/setup
+ with:
+ destination: ${{ runner.temp }}/gh-aw/actions
+ job-name: ${{ github.job }}
+ trace-id: ${{ needs.activation.outputs.setup-trace-id }}
+ parent-span-id: ${{ needs.activation.outputs.setup-parent-span-id || needs.activation.outputs.setup-span-id }}
+ env:
+ GH_AW_SETUP_WORKFLOW_NAME: "Daily AgentRx Trace Optimizer"
+ GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/daily-agentrx-trace-optimizer.lock.yml@${{ github.ref }}
+ GH_AW_INFO_VERSION: "2.1.133"
+ - name: Download agent output artifact
+ id: download-agent-output
+ continue-on-error: true
+ uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
+ with:
+ name: agent
+ path: /tmp/gh-aw/
+ - name: Setup agent output environment variable
+ id: setup-agent-output-env
+ if: steps.download-agent-output.outcome == 'success'
+ run: |
+ mkdir -p /tmp/gh-aw/
+ find "/tmp/gh-aw/" -type f -print
+ echo "GH_AW_AGENT_OUTPUT=/tmp/gh-aw/agent_output.json" >> "$GITHUB_OUTPUT"
+ - name: Checkout repository for patch context
+ if: needs.agent.outputs.has_patch == 'true'
+ uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
+ with:
+ persist-credentials: false
+ # --- Threat Detection ---
+ - name: Clean stale firewall files from agent artifact
+ run: |
+ rm -rf /tmp/gh-aw/sandbox/firewall/logs
+ rm -rf /tmp/gh-aw/sandbox/firewall/audit
+ - name: Download container images
+ run: bash "${RUNNER_TEMP}/gh-aw/actions/download_docker_images.sh" ghcr.io/github/gh-aw-firewall/agent:0.25.43 ghcr.io/github/gh-aw-firewall/api-proxy:0.25.43 ghcr.io/github/gh-aw-firewall/squid:0.25.43
+ - name: Check if detection needed
+ id: detection_guard
+ if: always()
+ env:
+ OUTPUT_TYPES: ${{ needs.agent.outputs.output_types }}
+ HAS_PATCH: ${{ needs.agent.outputs.has_patch }}
+ run: |
+ if [[ -n "$OUTPUT_TYPES" || "$HAS_PATCH" == "true" ]]; then
+ echo "run_detection=true" >> "$GITHUB_OUTPUT"
+ echo "Detection will run: output_types=$OUTPUT_TYPES, has_patch=$HAS_PATCH"
+ else
+ echo "run_detection=false" >> "$GITHUB_OUTPUT"
+ echo "Detection skipped: no agent outputs or patches to analyze"
+ fi
+ - name: Clear MCP Config for detection
+ if: always() && steps.detection_guard.outputs.run_detection == 'true'
+ run: |
+ rm -f "${RUNNER_TEMP}/gh-aw/mcp-config/mcp-servers.json"
+ rm -f /home/runner/.copilot/mcp-config.json
+ rm -f "$GITHUB_WORKSPACE/.gemini/settings.json"
+ - name: Prepare threat detection files
+ if: always() && steps.detection_guard.outputs.run_detection == 'true'
+ run: |
+ mkdir -p /tmp/gh-aw/threat-detection/aw-prompts
+ cp /tmp/gh-aw/aw-prompts/prompt.txt /tmp/gh-aw/threat-detection/aw-prompts/prompt.txt 2>/dev/null || true
+ cp /tmp/gh-aw/agent_output.json /tmp/gh-aw/threat-detection/agent_output.json 2>/dev/null || true
+ for f in /tmp/gh-aw/aw-*.patch; do
+ [ -f "$f" ] && cp "$f" /tmp/gh-aw/threat-detection/ 2>/dev/null || true
+ done
+ for f in /tmp/gh-aw/aw-*.bundle; do
+ [ -f "$f" ] && cp "$f" /tmp/gh-aw/threat-detection/ 2>/dev/null || true
+ done
+ echo "Prepared threat detection files:"
+ ls -la /tmp/gh-aw/threat-detection/ 2>/dev/null || true
+ - name: Setup threat detection
+ if: always() && steps.detection_guard.outputs.run_detection == 'true'
+ uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
+ env:
+ WORKFLOW_NAME: "Daily AgentRx Trace Optimizer"
+ WORKFLOW_DESCRIPTION: "Daily telemetry-driven workflow optimization using AgentRx trajectory diagnostics"
+ HAS_PATCH: ${{ needs.agent.outputs.has_patch }}
+ with:
+ script: |
+ const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
+ setupGlobals(core, github, context, exec, io, getOctokit);
+ const { main } = require('${{ runner.temp }}/gh-aw/actions/setup_threat_detection.cjs');
+ await main();
+ - name: Ensure threat-detection directory and log
+ if: always() && steps.detection_guard.outputs.run_detection == 'true'
+ run: |
+ mkdir -p /tmp/gh-aw/threat-detection
+ touch /tmp/gh-aw/threat-detection/detection.log
+ - name: Setup Node.js
+ uses: actions/setup-node@48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e # v6.4.0
+ with:
+ node-version: '24'
+ package-manager-cache: false
+ - name: Install AWF binary
+ run: bash "${RUNNER_TEMP}/gh-aw/actions/install_awf_binary.sh" v0.25.43
+ - name: Install Claude Code CLI
+ run: npm install -g @anthropic-ai/claude-code@2.1.133
+ - name: Execute Claude Code CLI
+ if: always() && steps.detection_guard.outputs.run_detection == 'true'
+ continue-on-error: true
+ id: detection_agentic_execution
+ # Allowed tools (sorted):
+ # - Bash
+ # - BashOutput
+ # - Edit(/tmp/*)
+ # - ExitPlanMode
+ # - Glob
+ # - Grep
+ # - KillBash
+ # - LS
+ # - MultiEdit(/tmp/*)
+ # - NotebookRead
+ # - Read
+ # - Read(/tmp/*)
+ # - Task
+ # - TodoWrite
+ # - Write(/tmp/*)
+ timeout-minutes: 20
+ run: |
+ set -o pipefail
+ touch /tmp/gh-aw/agent-step-summary.md
+ (umask 177 && touch /tmp/gh-aw/threat-detection/detection.log)
+ printf '%s\n' '{"$schema":"https://github.com/github/gh-aw-firewall/releases/download/v0.25.43/awf-config.schema.json","network":{"allowDomains":["*.githubusercontent.com","anthropic.com","api.anthropic.com","api.github.com","api.snapcraft.io","archive.ubuntu.com","azure.archive.ubuntu.com","cdn.playwright.dev","codeload.github.com","crl.geotrust.com","crl.globalsign.com","crl.identrust.com","crl.sectigo.com","crl.thawte.com","crl.usertrust.com","crl.verisign.com","crl3.digicert.com","crl4.digicert.com","crls.ssl.com","files.pythonhosted.org","ghcr.io","github-cloud.githubusercontent.com","github-cloud.s3.amazonaws.com","github.com","host.docker.internal","json-schema.org","json.schemastore.org","keyserver.ubuntu.com","lfs.github.com","objects.githubusercontent.com","ocsp.digicert.com","ocsp.geotrust.com","ocsp.globalsign.com","ocsp.identrust.com","ocsp.sectigo.com","ocsp.ssl.com","ocsp.thawte.com","ocsp.usertrust.com","ocsp.verisign.com","packagecloud.io","packages.cloud.google.com","packages.microsoft.com","playwright.download.prss.microsoft.com","ppa.launchpad.net","pypi.org","raw.githubusercontent.com","registry.npmjs.org","s.symcb.com","s.symcd.com","security.ubuntu.com","sentry.io","statsig.anthropic.com","ts-crl.ws.symantec.com","ts-ocsp.ws.symantec.com"]},"apiProxy":{"enabled":true,"maxRuns":100,"maxEffectiveTokens":25000000},"container":{"imageTag":"0.25.43"}}' > "${RUNNER_TEMP}/gh-aw/awf-config.json" && cp "${RUNNER_TEMP}/gh-aw/awf-config.json" /tmp/gh-aw/awf-config.json
+ GH_AW_DOCKER_HOST_PATH_PREFIX_ARGS=""
+ if [[ "${DOCKER_HOST:-}" =~ ^tcp://(localhost|127\.0\.0\.1)(:[0-9]+)?$ ]]; then
+ GH_AW_DOCKER_HOST_PATH_PREFIX_ARGS="--docker-host-path-prefix /tmp/gh-aw"
+ fi
+ # shellcheck disable=SC1003
+ sudo -E awf --config "${RUNNER_TEMP}/gh-aw/awf-config.json" --container-workdir "${GITHUB_WORKSPACE}" --mount "${RUNNER_TEMP}/gh-aw:${RUNNER_TEMP}/gh-aw:ro" --mount "${RUNNER_TEMP}/gh-aw:/host${RUNNER_TEMP}/gh-aw:ro" ${GH_AW_DOCKER_HOST_PATH_PREFIX_ARGS} --tty --env-all --exclude-env ANTHROPIC_API_KEY --log-level info --proxy-logs-dir /tmp/gh-aw/sandbox/firewall/logs --audit-dir /tmp/gh-aw/sandbox/firewall/audit --enable-host-access --allow-host-ports 80,443,8080 --skip-pull \
+ -- /bin/bash -c 'export PATH="$(find /opt/hostedtoolcache /home/runner/work/_tool -maxdepth 5 -type d -name bin 2>/dev/null | tr '\''\n'\'' '\'':'\'')$PATH"; [ -n "$GOROOT" ] && export PATH="$GOROOT/bin:$PATH" || true && GH_AW_NODE_EXEC="${GH_AW_NODE_BIN:-}"; if [ -z "$GH_AW_NODE_EXEC" ] || [ ! -x "$GH_AW_NODE_EXEC" ]; then GH_AW_NODE_EXEC="$(command -v node 2>/dev/null || true)"; fi; if [ -z "$GH_AW_NODE_EXEC" ]; then echo "node runtime missing on this runner — check runtimes.node in workflow YAML" >&2; exit 127; fi; "$GH_AW_NODE_EXEC" ${RUNNER_TEMP}/gh-aw/actions/claude_harness.cjs claude --print --no-chrome --allowed-tools '\''Bash,BashOutput,Edit(/tmp/*),ExitPlanMode,Glob,Grep,KillBash,LS,MultiEdit(/tmp/*),NotebookRead,Read,Read(/tmp/*),Task,TodoWrite,Write(/tmp/*)'\'' --debug-file /tmp/gh-aw/threat-detection/detection.log --verbose --permission-mode bypassPermissions --output-format stream-json --prompt-file /tmp/gh-aw/aw-prompts/prompt.txt${GH_AW_MODEL_DETECTION_CLAUDE:+ --model "$GH_AW_MODEL_DETECTION_CLAUDE"}' 2>&1 | tee -a /tmp/gh-aw/threat-detection/detection.log
+ env:
+ ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
+ BASH_DEFAULT_TIMEOUT_MS: 60000
+ BASH_MAX_TIMEOUT_MS: 60000
+ CLAUDE_CODE_DISABLE_FAST_MODE: 1
+ DISABLE_BUG_COMMAND: 1
+ DISABLE_ERROR_REPORTING: 1
+ DISABLE_TELEMETRY: 1
+ GH_AW_MODEL_DETECTION_CLAUDE: ${{ vars.GH_AW_MODEL_DETECTION_CLAUDE || '' }}
+ GH_AW_PHASE: detection
+ GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt
+ GH_AW_VERSION: dev
+ GITHUB_AW: true
+ GITHUB_STEP_SUMMARY: /tmp/gh-aw/agent-step-summary.md
+ GITHUB_WORKSPACE: ${{ github.workspace }}
+ GIT_AUTHOR_EMAIL: github-actions[bot]@users.noreply.github.com
+ GIT_AUTHOR_NAME: github-actions[bot]
+ GIT_COMMITTER_EMAIL: github-actions[bot]@users.noreply.github.com
+ GIT_COMMITTER_NAME: github-actions[bot]
+ MCP_TIMEOUT: 120000
+ MCP_TOOL_TIMEOUT: 60000
+ - name: Upload threat detection log
+ if: always() && steps.detection_guard.outputs.run_detection == 'true'
+ uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
+ with:
+ name: detection
+ path: /tmp/gh-aw/threat-detection/detection.log
+ if-no-files-found: ignore
+ - name: Parse and conclude threat detection
+ id: detection_conclusion
+ if: always()
+ continue-on-error: true
+ uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
+ env:
+ RUN_DETECTION: ${{ steps.detection_guard.outputs.run_detection }}
+ DETECTION_AGENTIC_EXECUTION_OUTCOME: ${{ steps.detection_agentic_execution.outcome }}
+ GH_AW_DETECTION_CONTINUE_ON_ERROR: "true"
+ with:
+ script: |
+ try {
+ const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
+ setupGlobals(core, github, context, exec, io, getOctokit);
+ const { main } = require('${{ runner.temp }}/gh-aw/actions/parse_threat_detection_results.cjs');
+ await main();
+ } catch (loadErr) {
+ const continueOnError = process.env.GH_AW_DETECTION_CONTINUE_ON_ERROR !== 'false';
+ const detectionExecutionFailed = process.env.DETECTION_AGENTIC_EXECUTION_OUTCOME === 'failure';
+ const msg = 'ERR_SYSTEM: \u274C Unexpected error loading threat detection module: ' + (loadErr && loadErr.message ? loadErr.message : String(loadErr));
+ core.error(msg);
+ core.setOutput('reason', 'parse_error');
+ if (continueOnError && !detectionExecutionFailed) {
+ core.warning('\u26A0\uFE0F ' + msg);
+ core.setOutput('conclusion', 'warning');
+ core.setOutput('success', 'false');
+ } else {
+ core.setOutput('conclusion', 'failure');
+ core.setOutput('success', 'false');
+ core.setFailed(msg);
+ }
+ }
+
+ safe_outputs:
+ needs:
+ - activation
+ - agent
+ - detection
+ if: (!cancelled()) && needs.agent.result != 'skipped' && needs.detection.result == 'success'
+ runs-on: ubuntu-slim
+ permissions:
+ contents: read
+ discussions: write
+ issues: write
+ timeout-minutes: 15
+ env:
+ GH_AW_CALLER_WORKFLOW_ID: "${{ github.repository }}/daily-agentrx-trace-optimizer"
+ GH_AW_DETECTION_CONCLUSION: ${{ needs.detection.outputs.detection_conclusion }}
+ GH_AW_DETECTION_REASON: ${{ needs.detection.outputs.detection_reason }}
+ GH_AW_EFFECTIVE_TOKENS: ${{ needs.agent.outputs.effective_tokens }}
+ GH_AW_ENGINE_ID: "claude"
+ GH_AW_ENGINE_MODEL: ${{ needs.agent.outputs.model }}
+ GH_AW_TRACKER_ID: "daily-agentrx-trace-optimizer"
+ GH_AW_WORKFLOW_ID: "daily-agentrx-trace-optimizer"
+ GH_AW_WORKFLOW_NAME: "Daily AgentRx Trace Optimizer"
+ outputs:
+ code_push_failure_count: ${{ steps.process_safe_outputs.outputs.code_push_failure_count }}
+ code_push_failure_errors: ${{ steps.process_safe_outputs.outputs.code_push_failure_errors }}
+ create_discussion_error_count: ${{ steps.process_safe_outputs.outputs.create_discussion_error_count }}
+ create_discussion_errors: ${{ steps.process_safe_outputs.outputs.create_discussion_errors }}
+ created_issue_number: ${{ steps.process_safe_outputs.outputs.created_issue_number }}
+ created_issue_url: ${{ steps.process_safe_outputs.outputs.created_issue_url }}
+ process_safe_outputs_processed_count: ${{ steps.process_safe_outputs.outputs.processed_count }}
+ process_safe_outputs_temporary_id_map: ${{ steps.process_safe_outputs.outputs.temporary_id_map }}
+ steps:
+ - name: Checkout actions folder
+ uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
+ with:
+ repository: github/gh-aw
+ sparse-checkout: |
+ actions
+ persist-credentials: false
+ - name: Setup Scripts
+ id: setup
+ uses: ./actions/setup
+ with:
+ destination: ${{ runner.temp }}/gh-aw/actions
+ job-name: ${{ github.job }}
+ trace-id: ${{ needs.activation.outputs.setup-trace-id }}
+ parent-span-id: ${{ needs.activation.outputs.setup-parent-span-id || needs.activation.outputs.setup-span-id }}
+ env:
+ GH_AW_SETUP_WORKFLOW_NAME: "Daily AgentRx Trace Optimizer"
+ GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/daily-agentrx-trace-optimizer.lock.yml@${{ github.ref }}
+ GH_AW_INFO_VERSION: "2.1.133"
+ - name: Mask OTLP telemetry headers
+ run: bash "${RUNNER_TEMP}/gh-aw/actions/mask_otlp_headers.sh"
+ - name: Download agent output artifact
+ id: download-agent-output
+ continue-on-error: true
+ uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
+ with:
+ name: agent
+ path: /tmp/gh-aw/
+ - name: Setup agent output environment variable
+ id: setup-agent-output-env
+ if: steps.download-agent-output.outcome == 'success'
+ run: |
+ mkdir -p /tmp/gh-aw/
+ find "/tmp/gh-aw/" -type f -print
+ echo "GH_AW_AGENT_OUTPUT=/tmp/gh-aw/agent_output.json" >> "$GITHUB_OUTPUT"
+ - name: Configure GH_HOST for enterprise compatibility
+ id: ghes-host-config
+ shell: bash
+ run: |
+ # Derive GH_HOST from GITHUB_SERVER_URL so the gh CLI targets the correct
+ # GitHub instance (GHES/GHEC). On github.com this is a harmless no-op.
+ GH_HOST="${GITHUB_SERVER_URL#https://}"
+ GH_HOST="${GH_HOST#http://}"
+ echo "GH_HOST=${GH_HOST}" >> "$GITHUB_ENV"
+ - name: Process Safe Outputs
+ id: process_safe_outputs
+ uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
+ env:
+ GH_AW_AGENT_OUTPUT: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }}
+ GH_AW_ALLOWED_DOMAINS: "*.githubusercontent.com,*.pythonhosted.org,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,docs.github.com,files.pythonhosted.org,ghcr.io,github-cloud.githubusercontent.com,github-cloud.s3.amazonaws.com,github.blog,github.com,github.githubassets.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"
+ GITHUB_SERVER_URL: ${{ github.server_url }}
+ GITHUB_API_URL: ${{ github.api_url }}
+ GH_AW_SAFE_OUTPUTS_HANDLER_CONFIG: "{\"create_discussion\":{\"category\":\"audits\",\"close_older_discussions\":true,\"expires\":168,\"fallback_to_issue\":true,\"max\":1,\"title_prefix\":\"[agentrx-optimizer] \"},\"create_issue\":{\"close_older_issues\":true,\"expires\":168,\"labels\":[\"automation\",\"observability\",\"optimization\",\"traces\"],\"max\":1,\"title_prefix\":\"[agentrx-optimizer] \"},\"create_report_incomplete_issue\":{},\"missing_data\":{},\"missing_tool\":{},\"noop\":{\"max\":1,\"report-as-issue\":\"true\"},\"report_incomplete\":{}}"
+ with:
+ github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
+ script: |
+ const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
+ setupGlobals(core, github, context, exec, io, getOctokit);
+ const { main } = require('${{ runner.temp }}/gh-aw/actions/safe_output_handler_manager.cjs');
+ await main();
+ - name: Upload Safe Outputs Items
+ if: always()
+ uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
+ with:
+ name: safe-outputs-items
+ path: |
+ /tmp/gh-aw/safe-output-items.jsonl
+ /tmp/gh-aw/temporary-id-map.json
+ if-no-files-found: ignore
+
diff --git a/.github/workflows/daily-agentrx-trace-optimizer.md b/.github/workflows/daily-agentrx-trace-optimizer.md
new file mode 100644
index 00000000000..edd3a7fcb33
--- /dev/null
+++ b/.github/workflows/daily-agentrx-trace-optimizer.md
@@ -0,0 +1,152 @@
+---
+description: Daily telemetry-driven workflow optimization using AgentRx trajectory diagnostics
+on:
+ schedule: daily on weekdays
+permissions:
+ contents: read
+ actions: read
+ issues: read
+ pull-requests: read
+tracker-id: daily-agentrx-trace-optimizer
+engine: claude
+strict: true
+network:
+ allowed: [defaults, python, github]
+tools:
+ bash: true
+safe-outputs:
+ mentions: false
+ allowed-github-references: []
+ create-issue:
+ title-prefix: "[agentrx-optimizer] "
+ labels: [automation, observability, optimization, traces]
+ close-older-issues: true
+ expires: 7d
+ max: 1
+timeout-minutes: 45
+imports:
+ - uses: shared/daily-audit-base.md
+ with:
+ title-prefix: "[agentrx-optimizer] "
+ expires: 7d
+ - shared/otel-queries.md
+ - shared/observability-otlp.md
+---
+
+{{#runtime-import? .github/shared-instructions.md}}
+
+# Daily AgentRx Trace Optimizer
+
+You are an observability and workflow optimization specialist using **AgentRx** to diagnose agent workflow failures from execution traces and recommend the highest-impact optimization.
+
+## Mission
+
+Every run, analyze the most recent gh-aw telemetry traces, process them with AgentRx, and create one actionable optimization issue.
+
+Focus on:
+- identifying the critical failure step (or highest-cost bottleneck step)
+- mapping findings to concrete workflow improvements
+- creating a single high-signal recommendation
+
+## Data and Tooling Requirements
+
+1. Prefer local telemetry first:
+ - `/tmp/gh-aw/otel.jsonl`
+ - `/tmp/gh-aw/copilot-otel.jsonl`
+2. If local telemetry is missing, fetch recent runs/log metadata with available tools and derive a trace dataset.
+3. Use Python in `/tmp/agentrx` to avoid polluting the repository.
+4. Install AgentRx from GitHub:
+ - `python -m venv /tmp/agentrx/.venv`
+ - `source /tmp/agentrx/.venv/bin/activate`
+ - `pip install --upgrade pip`
+ - `pip install git+https://github.com/microsoft/AgentRx.git`
+
+## Analysis Procedure
+
+### 1) Build AgentRx input trajectory
+
+Create `/tmp/agentrx/trajectory.json` from recent telemetry by mapping spans to ordered workflow steps. Include:
+- step index
+- span name
+- workflow/run identifiers (`github.workflow_ref`, `github.run_id`, trace ID)
+- status/error signal
+- duration/token-related fields when available
+
+Use the last 24h of data and prioritize runs with failures or high latency.
+
+### 2) Run AgentRx pipeline
+
+Run the pipeline in stages and preserve outputs under `/tmp/agentrx/runs//`:
+
+```bash
+python run.py /tmp/agentrx/trajectory.json --run-name gh-aw-daily --stage ir
+python run.py /tmp/agentrx/trajectory.json --run-dir /tmp/agentrx/runs/gh-aw-daily --stage static
+python run.py /tmp/agentrx/trajectory.json --run-dir /tmp/agentrx/runs/gh-aw-daily --stage dynamic
+python run.py /tmp/agentrx/trajectory.json --run-dir /tmp/agentrx/runs/gh-aw-daily --stage check
+python run.py /tmp/agentrx/trajectory.json --run-dir /tmp/agentrx/runs/gh-aw-daily --stage judge
+python run.py /tmp/agentrx/trajectory.json --run-dir /tmp/agentrx/runs/gh-aw-daily --stage report
+```
+
+If a later stage fails (for example due endpoint/auth constraints), continue with completed artifacts and still produce a grounded recommendation.
+
+### 3) Derive one optimization recommendation
+
+Use AgentRx outputs to identify:
+- the most frequent or most expensive failure pattern
+- the critical workflow step causing it
+- one smallest meaningful fix
+
+Candidate fix types:
+- prompt tightening to reduce invalid tool invocations
+- adding precondition checks before expensive tools
+- improving retry/backoff strategy
+- reducing token-heavy context payloads
+- adding missing telemetry attributes for better triage
+
+## Issue Output Format
+
+Create exactly one issue titled:
+
+`[agentrx-optimizer] Daily Workflow Optimization - YYYY-MM-DD`
+
+Body structure:
+
+### Executive Summary
+- What AgentRx analyzed and the top finding.
+
+### AgentRx Evidence
+- Critical step (name/index)
+- Failure category
+- Frequency / impact
+- Representative run IDs and trace IDs
+
+
+AgentRx Artifacts
+
+- IR summary
+- Invariant/checker highlights
+- Judge classification output (if available)
+- Known limitations (missing spans, missing attributes, auth-limited stages)
+
+
+
+### Recommended Optimization
+- One specific change
+- Why this is highest impact
+- Where to implement (workflow file or code path)
+
+### Validation Plan
+- How to confirm improvement on the next run
+- Expected success metric changes
+
+### References
+- Up to three links to relevant workflow runs or trace contexts.
+
+## Guardrails
+
+- Do not invent telemetry or AgentRx outputs.
+- Prefer concrete evidence over broad advice.
+- If telemetry is unavailable or unusable, call `noop` with a clear reason.
+- Otherwise, always call `create_issue` once.
+
+{{#runtime-import shared/noop-reminder.md}}
From eacae79090371f09efe65ed8f3e3d98c52290b4b Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Tue, 12 May 2026 20:19:04 +0000
Subject: [PATCH 3/9] Clarify AgentRx stage behavior in daily optimizer
workflow
Co-authored-by: pelikhan <4175913+pelikhan@users.noreply.github.com>
---
.github/workflows/daily-agentrx-trace-optimizer.md | 8 +++++++-
1 file changed, 7 insertions(+), 1 deletion(-)
diff --git a/.github/workflows/daily-agentrx-trace-optimizer.md b/.github/workflows/daily-agentrx-trace-optimizer.md
index edd3a7fcb33..20d430afda3 100644
--- a/.github/workflows/daily-agentrx-trace-optimizer.md
+++ b/.github/workflows/daily-agentrx-trace-optimizer.md
@@ -78,6 +78,12 @@ Use the last 24h of data and prioritize runs with failures or high latency.
Run the pipeline in stages and preserve outputs under `/tmp/agentrx/runs//`:
+- `ir`: normalize raw spans into trajectory IR
+- `static` / `dynamic`: generate invariants used for diagnosis
+- `check`: evaluate invariants and capture violations
+- `judge`: classify root-cause category for the critical step
+- `report`: generate aggregate diagnostic artifacts
+
```bash
python run.py /tmp/agentrx/trajectory.json --run-name gh-aw-daily --stage ir
python run.py /tmp/agentrx/trajectory.json --run-dir /tmp/agentrx/runs/gh-aw-daily --stage static
@@ -87,7 +93,7 @@ python run.py /tmp/agentrx/trajectory.json --run-dir /tmp/agentrx/runs/gh-aw-dai
python run.py /tmp/agentrx/trajectory.json --run-dir /tmp/agentrx/runs/gh-aw-daily --stage report
```
-If a later stage fails (for example due endpoint/auth constraints), continue with completed artifacts and still produce a grounded recommendation.
+If a later stage fails (for example due to endpoint/auth constraints), continue with completed artifacts and still produce a grounded recommendation.
### 3) Derive one optimization recommendation
From 78aa9469cf25b1acb4f2392b0eb2e525a1adb434 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Tue, 12 May 2026 20:26:45 +0000
Subject: [PATCH 4/9] Plan PR feedback update
Co-authored-by: pelikhan <4175913+pelikhan@users.noreply.github.com>
---
.github/workflows/agentic_commands.yml | 2 +-
.github/workflows/daily-agentrx-trace-optimizer.lock.yml | 6 +++---
2 files changed, 4 insertions(+), 4 deletions(-)
diff --git a/.github/workflows/agentic_commands.yml b/.github/workflows/agentic_commands.yml
index 7c7a11260ca..e43506cfc4b 100644
--- a/.github/workflows/agentic_commands.yml
+++ b/.github/workflows/agentic_commands.yml
@@ -1,4 +1,4 @@
-# gh-aw-commands: {"payload_version":"v1","schema_version":"v1","compiler_version":"3f21f52","commands":["ace","approach-validator","archie","brave","cloclo","craft","grumpy","mergefest","nit","plan","poem-bot","review","security-review","summarize","tidy","unbloat"],"workflows":["ace-editor","approach-validator","archie","brave","cloclo","craft","grumpy-reviewer","mergefest","pdf-summary","plan","poem-bot","pr-code-quality-reviewer","pr-nitpick-reviewer","security-review","tidy","unbloat-docs"]}
+# gh-aw-commands: {"payload_version":"v1","schema_version":"v1","compiler_version":"eacae79","commands":["ace","approach-validator","archie","brave","cloclo","craft","grumpy","mergefest","nit","plan","poem-bot","review","security-review","summarize","tidy","unbloat"],"workflows":["ace-editor","approach-validator","archie","brave","cloclo","craft","grumpy-reviewer","mergefest","pdf-summary","plan","poem-bot","pr-code-quality-reviewer","pr-nitpick-reviewer","security-review","tidy","unbloat-docs"]}
# ___ _ _
# / _ \ | | (_)
# | |_| | __ _ ___ _ __ | |_ _ ___
diff --git a/.github/workflows/daily-agentrx-trace-optimizer.lock.yml b/.github/workflows/daily-agentrx-trace-optimizer.lock.yml
index 32e13f50f5e..38d60deee49 100644
--- a/.github/workflows/daily-agentrx-trace-optimizer.lock.yml
+++ b/.github/workflows/daily-agentrx-trace-optimizer.lock.yml
@@ -1,5 +1,5 @@
# gh-aw-metadata: {"schema_version":"v3","frontmatter_hash":"7c382aa72e67b760105de818018fee9efdf8a2448dacc36b26086eb3106478e4","strict":true,"agent_id":"claude"}
-# gh-aw-manifest: {"version":1,"secrets":["ANTHROPIC_API_KEY","GH_AW_GITHUB_MCP_SERVER_TOKEN","GH_AW_GITHUB_TOKEN","GH_AW_OTEL_ENDPOINT","GH_AW_OTEL_HEADERS","GITHUB_TOKEN"],"actions":[{"repo":"actions/checkout","sha":"de0fac2e4500dabe0009e67214ff5f5447ce83dd","version":"v6.0.2"},{"repo":"actions/download-artifact","sha":"3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c","version":"v8.0.1"},{"repo":"actions/github-script","sha":"3a2844b7e9c422d3c10d287c895573f7108da1b3","version":"v9.0.0"},{"repo":"actions/github-script","sha":"v9","version":"v9"},{"repo":"actions/setup-node","sha":"48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e","version":"v6.4.0"},{"repo":"actions/upload-artifact","sha":"043fb46d1a93c77aae656e7c1c64a875d1fc6a0a","version":"v7.0.1"}],"resolution_failures":[{"repo":"actions/github-script","ref":"v9","error_type":"dynamic_resolution_failed"}],"containers":[{"image":"ghcr.io/github/gh-aw-firewall/agent:0.25.43"},{"image":"ghcr.io/github/gh-aw-firewall/api-proxy:0.25.43"},{"image":"ghcr.io/github/gh-aw-firewall/squid:0.25.43"},{"image":"ghcr.io/github/gh-aw-mcpg:v0.3.6","digest":"sha256:2bb8eef86006a4c5963c55616a9c51c32f27bfdecb023b8aa6f91f6718d9171c","pinned_image":"ghcr.io/github/gh-aw-mcpg:v0.3.6@sha256:2bb8eef86006a4c5963c55616a9c51c32f27bfdecb023b8aa6f91f6718d9171c"},{"image":"ghcr.io/github/github-mcp-server:v1.0.3","digest":"sha256:2ac27ef03461ef2b877031b838a7d1fd7f12b12d4ace7796d8cad91446d55959","pinned_image":"ghcr.io/github/github-mcp-server:v1.0.3@sha256:2ac27ef03461ef2b877031b838a7d1fd7f12b12d4ace7796d8cad91446d55959"},{"image":"node:lts-alpine","digest":"sha256:d1b3b4da11eefd5941e7f0b9cf17783fc99d9c6fc34884a665f40a06dbdfc94f","pinned_image":"node:lts-alpine@sha256:d1b3b4da11eefd5941e7f0b9cf17783fc99d9c6fc34884a665f40a06dbdfc94f"}]}
+# gh-aw-manifest: {"version":1,"secrets":["ANTHROPIC_API_KEY","GH_AW_GITHUB_MCP_SERVER_TOKEN","GH_AW_GITHUB_TOKEN","GH_AW_OTEL_ENDPOINT","GH_AW_OTEL_HEADERS","GITHUB_TOKEN"],"actions":[{"repo":"actions/checkout","sha":"de0fac2e4500dabe0009e67214ff5f5447ce83dd","version":"v6.0.2"},{"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":"48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e","version":"v6.4.0"},{"repo":"actions/upload-artifact","sha":"043fb46d1a93c77aae656e7c1c64a875d1fc6a0a","version":"v7.0.1"}],"containers":[{"image":"ghcr.io/github/gh-aw-firewall/agent:0.25.43"},{"image":"ghcr.io/github/gh-aw-firewall/api-proxy:0.25.43"},{"image":"ghcr.io/github/gh-aw-firewall/squid:0.25.43"},{"image":"ghcr.io/github/gh-aw-mcpg:v0.3.6","digest":"sha256:2bb8eef86006a4c5963c55616a9c51c32f27bfdecb023b8aa6f91f6718d9171c","pinned_image":"ghcr.io/github/gh-aw-mcpg:v0.3.6@sha256:2bb8eef86006a4c5963c55616a9c51c32f27bfdecb023b8aa6f91f6718d9171c"},{"image":"ghcr.io/github/github-mcp-server:v1.0.3","digest":"sha256:2ac27ef03461ef2b877031b838a7d1fd7f12b12d4ace7796d8cad91446d55959","pinned_image":"ghcr.io/github/github-mcp-server:v1.0.3@sha256:2ac27ef03461ef2b877031b838a7d1fd7f12b12d4ace7796d8cad91446d55959"},{"image":"node:lts-alpine","digest":"sha256:d1b3b4da11eefd5941e7f0b9cf17783fc99d9c6fc34884a665f40a06dbdfc94f","pinned_image":"node:lts-alpine@sha256:d1b3b4da11eefd5941e7f0b9cf17783fc99d9c6fc34884a665f40a06dbdfc94f"}]}
# ___ _ _
# / _ \ | | (_)
# | |_| | __ _ ___ _ __ | |_ _ ___
@@ -44,7 +44,7 @@
# - actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
# - actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
# - actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
-# - actions/github-script@v9
+# - actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0 (source v9)
# - actions/setup-node@48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e # v6.4.0
# - actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
#
@@ -432,7 +432,7 @@ jobs:
run: npm install -g @anthropic-ai/claude-code@2.1.133
- name: Determine automatic lockdown mode for GitHub MCP Server
id: determine-automatic-lockdown
- uses: actions/github-script@v9
+ uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0 (source v9)
env:
GH_AW_GITHUB_TOKEN: ${{ secrets.GH_AW_GITHUB_TOKEN }}
GH_AW_GITHUB_MCP_SERVER_TOKEN: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN }}
From dd999914e928314857daa1b4111bb347ce9e70ec Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Tue, 12 May 2026 20:27:18 +0000
Subject: [PATCH 5/9] Use agentic-workflows MCP before local trace files
Co-authored-by: pelikhan <4175913+pelikhan@users.noreply.github.com>
---
.../daily-agentrx-trace-optimizer.lock.yml | 116 +++++++++++++++---
.../daily-agentrx-trace-optimizer.md | 10 +-
2 files changed, 106 insertions(+), 20 deletions(-)
diff --git a/.github/workflows/daily-agentrx-trace-optimizer.lock.yml b/.github/workflows/daily-agentrx-trace-optimizer.lock.yml
index 38d60deee49..5e87fc622d9 100644
--- a/.github/workflows/daily-agentrx-trace-optimizer.lock.yml
+++ b/.github/workflows/daily-agentrx-trace-optimizer.lock.yml
@@ -1,5 +1,5 @@
-# gh-aw-metadata: {"schema_version":"v3","frontmatter_hash":"7c382aa72e67b760105de818018fee9efdf8a2448dacc36b26086eb3106478e4","strict":true,"agent_id":"claude"}
-# gh-aw-manifest: {"version":1,"secrets":["ANTHROPIC_API_KEY","GH_AW_GITHUB_MCP_SERVER_TOKEN","GH_AW_GITHUB_TOKEN","GH_AW_OTEL_ENDPOINT","GH_AW_OTEL_HEADERS","GITHUB_TOKEN"],"actions":[{"repo":"actions/checkout","sha":"de0fac2e4500dabe0009e67214ff5f5447ce83dd","version":"v6.0.2"},{"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":"48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e","version":"v6.4.0"},{"repo":"actions/upload-artifact","sha":"043fb46d1a93c77aae656e7c1c64a875d1fc6a0a","version":"v7.0.1"}],"containers":[{"image":"ghcr.io/github/gh-aw-firewall/agent:0.25.43"},{"image":"ghcr.io/github/gh-aw-firewall/api-proxy:0.25.43"},{"image":"ghcr.io/github/gh-aw-firewall/squid:0.25.43"},{"image":"ghcr.io/github/gh-aw-mcpg:v0.3.6","digest":"sha256:2bb8eef86006a4c5963c55616a9c51c32f27bfdecb023b8aa6f91f6718d9171c","pinned_image":"ghcr.io/github/gh-aw-mcpg:v0.3.6@sha256:2bb8eef86006a4c5963c55616a9c51c32f27bfdecb023b8aa6f91f6718d9171c"},{"image":"ghcr.io/github/github-mcp-server:v1.0.3","digest":"sha256:2ac27ef03461ef2b877031b838a7d1fd7f12b12d4ace7796d8cad91446d55959","pinned_image":"ghcr.io/github/github-mcp-server:v1.0.3@sha256:2ac27ef03461ef2b877031b838a7d1fd7f12b12d4ace7796d8cad91446d55959"},{"image":"node:lts-alpine","digest":"sha256:d1b3b4da11eefd5941e7f0b9cf17783fc99d9c6fc34884a665f40a06dbdfc94f","pinned_image":"node:lts-alpine@sha256:d1b3b4da11eefd5941e7f0b9cf17783fc99d9c6fc34884a665f40a06dbdfc94f"}]}
+# gh-aw-metadata: {"schema_version":"v3","frontmatter_hash":"4bb285e3c73c6e1e90600440f328ecb63dcd27eb7f1474aa8b498baea614f2b3","strict":true,"agent_id":"claude"}
+# gh-aw-manifest: {"version":1,"secrets":["ANTHROPIC_API_KEY","GH_AW_GITHUB_MCP_SERVER_TOKEN","GH_AW_GITHUB_TOKEN","GH_AW_OTEL_ENDPOINT","GH_AW_OTEL_HEADERS","GITHUB_TOKEN"],"actions":[{"repo":"actions/checkout","sha":"de0fac2e4500dabe0009e67214ff5f5447ce83dd","version":"v6.0.2"},{"repo":"actions/download-artifact","sha":"3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c","version":"v8.0.1"},{"repo":"actions/github-script","sha":"3a2844b7e9c422d3c10d287c895573f7108da1b3","version":"v9.0.0"},{"repo":"actions/github-script","sha":"v9","version":"v9"},{"repo":"actions/setup-go","sha":"4a3601121dd01d1626a1e23e37211e3254c1c06c","version":"v6.4.0"},{"repo":"actions/setup-node","sha":"48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e","version":"v6.4.0"},{"repo":"actions/upload-artifact","sha":"043fb46d1a93c77aae656e7c1c64a875d1fc6a0a","version":"v7.0.1"},{"repo":"docker/build-push-action","sha":"bcafcacb16a39f128d818304e6c9c0c18556b85f","version":"v7.1.0"},{"repo":"docker/setup-buildx-action","sha":"4d04d5d9486b7bd6fa91e7baf45bbb4f8b9deedd","version":"v4.0.0"}],"resolution_failures":[{"repo":"actions/github-script","ref":"v9","error_type":"dynamic_resolution_failed"}],"containers":[{"image":"ghcr.io/github/gh-aw-firewall/agent:0.25.43"},{"image":"ghcr.io/github/gh-aw-firewall/api-proxy:0.25.43"},{"image":"ghcr.io/github/gh-aw-firewall/squid:0.25.43"},{"image":"ghcr.io/github/gh-aw-mcpg:v0.3.6","digest":"sha256:2bb8eef86006a4c5963c55616a9c51c32f27bfdecb023b8aa6f91f6718d9171c","pinned_image":"ghcr.io/github/gh-aw-mcpg:v0.3.6@sha256:2bb8eef86006a4c5963c55616a9c51c32f27bfdecb023b8aa6f91f6718d9171c"},{"image":"ghcr.io/github/github-mcp-server:v1.0.3","digest":"sha256:2ac27ef03461ef2b877031b838a7d1fd7f12b12d4ace7796d8cad91446d55959","pinned_image":"ghcr.io/github/github-mcp-server:v1.0.3@sha256:2ac27ef03461ef2b877031b838a7d1fd7f12b12d4ace7796d8cad91446d55959"},{"image":"node:lts-alpine","digest":"sha256:d1b3b4da11eefd5941e7f0b9cf17783fc99d9c6fc34884a665f40a06dbdfc94f","pinned_image":"node:lts-alpine@sha256:d1b3b4da11eefd5941e7f0b9cf17783fc99d9c6fc34884a665f40a06dbdfc94f"}]}
# ___ _ _
# / _ \ | | (_)
# | |_| | __ _ ___ _ __ | |_ _ ___
@@ -44,9 +44,12 @@
# - actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
# - actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
# - actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
-# - actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0 (source v9)
+# - actions/github-script@v9
+# - actions/setup-go@4a3601121dd01d1626a1e23e37211e3254c1c06c # v6.4.0
# - actions/setup-node@48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e # v6.4.0
# - actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
+# - docker/build-push-action@bcafcacb16a39f128d818304e6c9c0c18556b85f # v7.1.0
+# - docker/setup-buildx-action@4d04d5d9486b7bd6fa91e7baf45bbb4f8b9deedd # v4.0.0
#
# Container images used:
# - ghcr.io/github/gh-aw-firewall/agent:0.25.43
@@ -200,20 +203,21 @@ jobs:
run: |
bash "${RUNNER_TEMP}/gh-aw/actions/create_prompt_first.sh"
{
- cat << 'GH_AW_PROMPT_a5abcae6e97191b0_EOF'
+ cat << 'GH_AW_PROMPT_43b209a1795e58cd_EOF'
- GH_AW_PROMPT_a5abcae6e97191b0_EOF
+ GH_AW_PROMPT_43b209a1795e58cd_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/agentic_workflows_guide.md"
cat "${RUNNER_TEMP}/gh-aw/prompts/safe_outputs_prompt.md"
- cat << 'GH_AW_PROMPT_a5abcae6e97191b0_EOF'
+ cat << 'GH_AW_PROMPT_43b209a1795e58cd_EOF'
Tools: create_issue, create_discussion, missing_tool, missing_data, noop
- GH_AW_PROMPT_a5abcae6e97191b0_EOF
+ GH_AW_PROMPT_43b209a1795e58cd_EOF
cat "${RUNNER_TEMP}/gh-aw/prompts/mcp_cli_tools_prompt.md"
- cat << 'GH_AW_PROMPT_a5abcae6e97191b0_EOF'
+ cat << 'GH_AW_PROMPT_43b209a1795e58cd_EOF'
The following GitHub context information is available for this workflow:
{{#if __GH_AW_GITHUB_ACTOR__ }}
@@ -242,16 +246,16 @@ jobs:
{{/if}}
- GH_AW_PROMPT_a5abcae6e97191b0_EOF
+ GH_AW_PROMPT_43b209a1795e58cd_EOF
cat "${RUNNER_TEMP}/gh-aw/prompts/github_mcp_tools_with_safeoutputs_prompt.md"
- cat << 'GH_AW_PROMPT_a5abcae6e97191b0_EOF'
+ cat << 'GH_AW_PROMPT_43b209a1795e58cd_EOF'
{{#runtime-import .github/workflows/shared/otel-queries.md}}
{{#runtime-import .github/workflows/shared/observability-otlp.md}}
{{#runtime-import .github/workflows/shared/reporting.md}}
{{#runtime-import .github/workflows/shared/noop-reminder.md}}
{{#runtime-import .github/workflows/daily-agentrx-trace-optimizer.md}}
- GH_AW_PROMPT_a5abcae6e97191b0_EOF
+ GH_AW_PROMPT_43b209a1795e58cd_EOF
} > "$GH_AW_PROMPT"
- name: Interpolate variables and render templates
uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
@@ -388,6 +392,36 @@ jobs:
uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
with:
persist-credentials: false
+ - name: Setup Go for CLI build
+ uses: actions/setup-go@4a3601121dd01d1626a1e23e37211e3254c1c06c # v6.4.0
+ with:
+ go-version-file: go.mod
+ cache: true
+ - name: Build gh-aw CLI
+ run: |
+ echo "Building gh-aw CLI for linux/amd64..."
+ mkdir -p dist
+ VERSION=$(git describe --tags --always --dirty)
+ CGO_ENABLED=0 GOOS=linux GOARCH=amd64 go build \
+ -ldflags "-s -w -X main.version=${VERSION}" \
+ -o dist/gh-aw-linux-amd64 \
+ ./cmd/gh-aw
+ # Copy binary to root for direct execution in user-defined steps
+ cp dist/gh-aw-linux-amd64 ./gh-aw
+ chmod +x ./gh-aw
+ echo "✓ Built gh-aw CLI successfully"
+ - name: Setup Docker Buildx
+ uses: docker/setup-buildx-action@4d04d5d9486b7bd6fa91e7baf45bbb4f8b9deedd # v4.0.0
+ - name: Build gh-aw Docker image
+ uses: docker/build-push-action@bcafcacb16a39f128d818304e6c9c0c18556b85f # v7.1.0
+ with:
+ context: .
+ platforms: linux/amd64
+ push: false
+ load: true
+ tags: localhost/gh-aw:dev
+ build-args: |
+ BINARY=dist/gh-aw-linux-amd64
- name: Create gh-aw temp directory
run: bash "${RUNNER_TEMP}/gh-aw/actions/create_gh_aw_tmp_dir.sh"
- name: Configure gh CLI for GitHub Enterprise
@@ -432,7 +466,7 @@ jobs:
run: npm install -g @anthropic-ai/claude-code@2.1.133
- name: Determine automatic lockdown mode for GitHub MCP Server
id: determine-automatic-lockdown
- uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0 (source v9)
+ uses: actions/github-script@v9
env:
GH_AW_GITHUB_TOKEN: ${{ secrets.GH_AW_GITHUB_TOKEN }}
GH_AW_GITHUB_MCP_SERVER_TOKEN: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN }}
@@ -458,14 +492,42 @@ jobs:
run: bash "${RUNNER_TEMP}/gh-aw/actions/restore_inline_sub_agents.sh"
- name: Download container images
run: bash "${RUNNER_TEMP}/gh-aw/actions/download_docker_images.sh" ghcr.io/github/gh-aw-firewall/agent:0.25.43 ghcr.io/github/gh-aw-firewall/api-proxy:0.25.43 ghcr.io/github/gh-aw-firewall/squid:0.25.43 ghcr.io/github/gh-aw-mcpg:v0.3.6@sha256:2bb8eef86006a4c5963c55616a9c51c32f27bfdecb023b8aa6f91f6718d9171c ghcr.io/github/github-mcp-server:v1.0.3@sha256:2ac27ef03461ef2b877031b838a7d1fd7f12b12d4ace7796d8cad91446d55959 node:lts-alpine@sha256:d1b3b4da11eefd5941e7f0b9cf17783fc99d9c6fc34884a665f40a06dbdfc94f
+ - name: Install gh-aw extension
+ env:
+ GH_TOKEN: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN || secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
+ run: |
+ # Check if gh-aw extension is already installed
+ if gh extension list | grep -q "github/gh-aw"; then
+ echo "gh-aw extension already installed, upgrading..."
+ gh extension upgrade gh-aw || true
+ else
+ echo "Installing gh-aw extension..."
+ gh extension install github/gh-aw
+ fi
+ gh aw --version
+ # Copy the gh-aw binary to ${RUNNER_TEMP}/gh-aw for MCP server containerization
+ mkdir -p "${RUNNER_TEMP}/gh-aw"
+ GH_AW_BIN=""
+ GH_AW_BIN=$(command -v gh-aw 2>/dev/null) || true
+ if [ -z "$GH_AW_BIN" ]; then
+ GH_AW_BIN=$(find "${HOME}/.local/share/gh/extensions/gh-aw" -name 'gh-aw' -type f 2>/dev/null | head -1) || true
+ fi
+ if [ -n "$GH_AW_BIN" ] && [ -f "$GH_AW_BIN" ]; then
+ cp "$GH_AW_BIN" "${RUNNER_TEMP}/gh-aw/gh-aw"
+ chmod +x "${RUNNER_TEMP}/gh-aw/gh-aw"
+ echo "Copied gh-aw binary to ${RUNNER_TEMP}/gh-aw/gh-aw"
+ else
+ echo "::error::Failed to find gh-aw binary for MCP server"
+ exit 1
+ fi
- name: Generate Safe Outputs Config
run: |
mkdir -p "${RUNNER_TEMP}/gh-aw/safeoutputs"
mkdir -p /tmp/gh-aw/safeoutputs
mkdir -p /tmp/gh-aw/mcp-logs/safeoutputs
- cat > "${RUNNER_TEMP}/gh-aw/safeoutputs/config.json" << 'GH_AW_SAFE_OUTPUTS_CONFIG_fa25d7cc2c907d39_EOF'
+ cat > "${RUNNER_TEMP}/gh-aw/safeoutputs/config.json" << 'GH_AW_SAFE_OUTPUTS_CONFIG_3a195dcf71960bc8_EOF'
{"create_discussion":{"category":"audits","close_older_discussions":true,"expires":168,"fallback_to_issue":true,"max":1,"title_prefix":"[agentrx-optimizer] "},"create_issue":{"close_older_issues":true,"expires":168,"labels":["automation","observability","optimization","traces"],"max":1,"title_prefix":"[agentrx-optimizer] "},"create_report_incomplete_issue":{},"mentions":{"enabled":false},"missing_data":{},"missing_tool":{},"noop":{"max":1,"report-as-issue":"true"},"report_incomplete":{}}
- GH_AW_SAFE_OUTPUTS_CONFIG_fa25d7cc2c907d39_EOF
+ GH_AW_SAFE_OUTPUTS_CONFIG_3a195dcf71960bc8_EOF
- name: Generate Safe Outputs Tools
env:
GH_AW_TOOLS_META_JSON: |
@@ -671,6 +733,7 @@ jobs:
GITHUB_MCP_GUARD_MIN_INTEGRITY: ${{ steps.determine-automatic-lockdown.outputs.min_integrity }}
GITHUB_MCP_GUARD_REPOS: ${{ steps.determine-automatic-lockdown.outputs.repos }}
GITHUB_MCP_SERVER_TOKEN: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN || secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
+ GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
run: |
set -eo pipefail
mkdir -p "${RUNNER_TEMP}/gh-aw/mcp-config"
@@ -699,9 +762,27 @@ jobs:
export MCP_GATEWAY_DOCKER_COMMAND='docker run -i --rm --network host --add-host host.docker.internal:127.0.0.1 --user '"${MCP_GATEWAY_UID}"':'"${MCP_GATEWAY_GID}"' --group-add '"${DOCKER_SOCK_GID}"' -v '"${DOCKER_SOCK_PATH}"':/var/run/docker.sock -e MCP_GATEWAY_PORT -e MCP_GATEWAY_DOMAIN -e MCP_GATEWAY_API_KEY -e MCP_GATEWAY_PAYLOAD_DIR -e MCP_GATEWAY_PAYLOAD_SIZE_THRESHOLD -e DOCKER_HOST=unix:///var/run/docker.sock -e DEBUG -e MCP_GATEWAY_LOG_DIR -e GH_AW_MCP_LOG_DIR -e GH_AW_SAFE_OUTPUTS -e GH_AW_SAFE_OUTPUTS_CONFIG_PATH -e GH_AW_SAFE_OUTPUTS_TOOLS_PATH -e GH_AW_ASSETS_BRANCH -e GH_AW_ASSETS_MAX_SIZE_KB -e GH_AW_ASSETS_ALLOWED_EXTS -e DEFAULT_BRANCH -e GITHUB_MCP_SERVER_TOKEN -e GITHUB_MCP_GUARD_MIN_INTEGRITY -e GITHUB_MCP_GUARD_REPOS -e GITHUB_REPOSITORY -e GITHUB_SERVER_URL -e GITHUB_SHA -e GITHUB_WORKSPACE -e GITHUB_TOKEN -e GITHUB_RUN_ID -e GITHUB_RUN_NUMBER -e GITHUB_RUN_ATTEMPT -e GITHUB_JOB -e GITHUB_ACTION -e GITHUB_EVENT_NAME -e GITHUB_EVENT_PATH -e GITHUB_ACTOR -e GITHUB_ACTOR_ID -e GITHUB_TRIGGERING_ACTOR -e GITHUB_WORKFLOW -e GITHUB_WORKFLOW_REF -e GITHUB_WORKFLOW_SHA -e GITHUB_REF -e GITHUB_REF_NAME -e GITHUB_REF_TYPE -e GITHUB_HEAD_REF -e GITHUB_BASE_REF -e GH_AW_SAFE_OUTPUTS_PORT -e GH_AW_SAFE_OUTPUTS_API_KEY -e GITHUB_AW_OTEL_TRACE_ID -e GITHUB_AW_OTEL_PARENT_SPAN_ID -v /tmp/gh-aw/mcp-payloads:/tmp/gh-aw/mcp-payloads:rw -v /opt:/opt:ro -v /tmp:/tmp:rw -v '"${GITHUB_WORKSPACE}"':'"${GITHUB_WORKSPACE}"':rw ghcr.io/github/gh-aw-mcpg:v0.3.6'
GH_AW_NODE=$(which node 2>/dev/null || command -v node 2>/dev/null || echo node)
- cat << GH_AW_MCP_CONFIG_d0b9663fac1e4b08_EOF | "$GH_AW_NODE" "${RUNNER_TEMP}/gh-aw/actions/start_mcp_gateway.cjs"
+ cat << GH_AW_MCP_CONFIG_e3ef499968c3db68_EOF | "$GH_AW_NODE" "${RUNNER_TEMP}/gh-aw/actions/start_mcp_gateway.cjs"
{
"mcpServers": {
+ "agenticworkflows": {
+ "container": "localhost/gh-aw:dev",
+ "mounts": ["\${GITHUB_WORKSPACE}:\${GITHUB_WORKSPACE}:rw", "/tmp/gh-aw:/tmp/gh-aw:rw"],
+ "args": ["--network", "host", "-w", "\${GITHUB_WORKSPACE}"],
+ "env": {
+ "DEBUG": "*",
+ "GITHUB_TOKEN": "$GITHUB_TOKEN",
+ "GITHUB_ACTOR": "$GITHUB_ACTOR",
+ "GITHUB_REPOSITORY": "$GITHUB_REPOSITORY"
+ },
+ "guard-policies": {
+ "write-sink": {
+ "accept": [
+ "*"
+ ]
+ }
+ }
+ },
"github": {
"container": "ghcr.io/github/github-mcp-server:v1.0.3",
"env": {
@@ -745,7 +826,7 @@ jobs:
}
}
}
- GH_AW_MCP_CONFIG_d0b9663fac1e4b08_EOF
+ GH_AW_MCP_CONFIG_e3ef499968c3db68_EOF
- name: Mount MCP servers as CLIs
id: mount-mcp-clis
continue-on-error: true
@@ -789,6 +870,7 @@ jobs:
# - TodoWrite
# - Write
# - Write(/tmp/*)
+ # - mcp__agenticworkflows
# - mcp__github__download_workflow_run_artifact
# - mcp__github__get_code_scanning_alert
# - mcp__github__get_commit
@@ -854,7 +936,7 @@ jobs:
fi
# shellcheck disable=SC1003
sudo -E awf --config "${RUNNER_TEMP}/gh-aw/awf-config.json" --container-workdir "${GITHUB_WORKSPACE}" --mount "${RUNNER_TEMP}/gh-aw:${RUNNER_TEMP}/gh-aw:ro" --mount "${RUNNER_TEMP}/gh-aw:/host${RUNNER_TEMP}/gh-aw:ro" ${GH_AW_DOCKER_HOST_PATH_PREFIX_ARGS} --tty --env-all --exclude-env ANTHROPIC_API_KEY --exclude-env GITHUB_MCP_SERVER_TOKEN --exclude-env MCP_GATEWAY_API_KEY --log-level info --proxy-logs-dir /tmp/gh-aw/sandbox/firewall/logs --audit-dir /tmp/gh-aw/sandbox/firewall/audit --enable-host-access --allow-host-ports 80,443,8080 --skip-pull \
- -- /bin/bash -c 'export PATH="${RUNNER_TEMP}/gh-aw/mcp-cli/bin:$PATH" && export PATH="$(find /opt/hostedtoolcache /home/runner/work/_tool -maxdepth 5 -type d -name bin 2>/dev/null | tr '\''\n'\'' '\'':'\'')$PATH"; [ -n "$GOROOT" ] && export PATH="$GOROOT/bin:$PATH" || true && GH_AW_NODE_EXEC="${GH_AW_NODE_BIN:-}"; if [ -z "$GH_AW_NODE_EXEC" ] || [ ! -x "$GH_AW_NODE_EXEC" ]; then GH_AW_NODE_EXEC="$(command -v node 2>/dev/null || true)"; fi; if [ -z "$GH_AW_NODE_EXEC" ]; then echo "node runtime missing on this runner — check runtimes.node in workflow YAML" >&2; exit 127; fi; "$GH_AW_NODE_EXEC" ${RUNNER_TEMP}/gh-aw/actions/claude_harness.cjs claude --print --no-chrome --mcp-config "${{ runner.temp }}/gh-aw/mcp-config/mcp-servers.json" --allowed-tools '\''Bash,BashOutput,Edit,Edit(/tmp/*),ExitPlanMode,Glob,Grep,KillBash,LS,MultiEdit,MultiEdit(/tmp/*),NotebookEdit,NotebookRead,Read,Read(/tmp/*),Task,TodoWrite,Write,Write(/tmp/*),mcp__github__download_workflow_run_artifact,mcp__github__get_code_scanning_alert,mcp__github__get_commit,mcp__github__get_dependabot_alert,mcp__github__get_discussion,mcp__github__get_discussion_comments,mcp__github__get_file_contents,mcp__github__get_job_logs,mcp__github__get_label,mcp__github__get_latest_release,mcp__github__get_me,mcp__github__get_notification_details,mcp__github__get_pull_request,mcp__github__get_pull_request_comments,mcp__github__get_pull_request_diff,mcp__github__get_pull_request_files,mcp__github__get_pull_request_review_comments,mcp__github__get_pull_request_reviews,mcp__github__get_pull_request_status,mcp__github__get_release_by_tag,mcp__github__get_secret_scanning_alert,mcp__github__get_tag,mcp__github__get_workflow_run,mcp__github__get_workflow_run_logs,mcp__github__get_workflow_run_usage,mcp__github__issue_read,mcp__github__list_branches,mcp__github__list_code_scanning_alerts,mcp__github__list_commits,mcp__github__list_dependabot_alerts,mcp__github__list_discussion_categories,mcp__github__list_discussions,mcp__github__list_issue_types,mcp__github__list_issues,mcp__github__list_label,mcp__github__list_notifications,mcp__github__list_pull_requests,mcp__github__list_releases,mcp__github__list_secret_scanning_alerts,mcp__github__list_starred_repositories,mcp__github__list_tags,mcp__github__list_workflow_jobs,mcp__github__list_workflow_run_artifacts,mcp__github__list_workflow_runs,mcp__github__list_workflows,mcp__github__pull_request_read,mcp__github__search_code,mcp__github__search_issues,mcp__github__search_orgs,mcp__github__search_pull_requests,mcp__github__search_repositories,mcp__github__search_users,mcp__safeoutputs'\'' --debug-file /tmp/gh-aw/agent-stdio.log --verbose --permission-mode bypassPermissions --output-format stream-json --prompt-file /tmp/gh-aw/aw-prompts/prompt.txt${GH_AW_MODEL_AGENT_CLAUDE:+ --model "$GH_AW_MODEL_AGENT_CLAUDE"}' 2>&1 | tee -a /tmp/gh-aw/agent-stdio.log
+ -- /bin/bash -c 'export PATH="${RUNNER_TEMP}/gh-aw/mcp-cli/bin:$PATH" && export PATH="$(find /opt/hostedtoolcache /home/runner/work/_tool -maxdepth 5 -type d -name bin 2>/dev/null | tr '\''\n'\'' '\'':'\'')$PATH"; [ -n "$GOROOT" ] && export PATH="$GOROOT/bin:$PATH" || true && GH_AW_NODE_EXEC="${GH_AW_NODE_BIN:-}"; if [ -z "$GH_AW_NODE_EXEC" ] || [ ! -x "$GH_AW_NODE_EXEC" ]; then GH_AW_NODE_EXEC="$(command -v node 2>/dev/null || true)"; fi; if [ -z "$GH_AW_NODE_EXEC" ]; then echo "node runtime missing on this runner — check runtimes.node in workflow YAML" >&2; exit 127; fi; "$GH_AW_NODE_EXEC" ${RUNNER_TEMP}/gh-aw/actions/claude_harness.cjs claude --print --no-chrome --mcp-config "${{ runner.temp }}/gh-aw/mcp-config/mcp-servers.json" --allowed-tools '\''Bash,BashOutput,Edit,Edit(/tmp/*),ExitPlanMode,Glob,Grep,KillBash,LS,MultiEdit,MultiEdit(/tmp/*),NotebookEdit,NotebookRead,Read,Read(/tmp/*),Task,TodoWrite,Write,Write(/tmp/*),mcp__agenticworkflows,mcp__github__download_workflow_run_artifact,mcp__github__get_code_scanning_alert,mcp__github__get_commit,mcp__github__get_dependabot_alert,mcp__github__get_discussion,mcp__github__get_discussion_comments,mcp__github__get_file_contents,mcp__github__get_job_logs,mcp__github__get_label,mcp__github__get_latest_release,mcp__github__get_me,mcp__github__get_notification_details,mcp__github__get_pull_request,mcp__github__get_pull_request_comments,mcp__github__get_pull_request_diff,mcp__github__get_pull_request_files,mcp__github__get_pull_request_review_comments,mcp__github__get_pull_request_reviews,mcp__github__get_pull_request_status,mcp__github__get_release_by_tag,mcp__github__get_secret_scanning_alert,mcp__github__get_tag,mcp__github__get_workflow_run,mcp__github__get_workflow_run_logs,mcp__github__get_workflow_run_usage,mcp__github__issue_read,mcp__github__list_branches,mcp__github__list_code_scanning_alerts,mcp__github__list_commits,mcp__github__list_dependabot_alerts,mcp__github__list_discussion_categories,mcp__github__list_discussions,mcp__github__list_issue_types,mcp__github__list_issues,mcp__github__list_label,mcp__github__list_notifications,mcp__github__list_pull_requests,mcp__github__list_releases,mcp__github__list_secret_scanning_alerts,mcp__github__list_starred_repositories,mcp__github__list_tags,mcp__github__list_workflow_jobs,mcp__github__list_workflow_run_artifacts,mcp__github__list_workflow_runs,mcp__github__list_workflows,mcp__github__pull_request_read,mcp__github__search_code,mcp__github__search_issues,mcp__github__search_orgs,mcp__github__search_pull_requests,mcp__github__search_repositories,mcp__github__search_users,mcp__safeoutputs'\'' --debug-file /tmp/gh-aw/agent-stdio.log --verbose --permission-mode bypassPermissions --output-format stream-json --prompt-file /tmp/gh-aw/aw-prompts/prompt.txt${GH_AW_MODEL_AGENT_CLAUDE:+ --model "$GH_AW_MODEL_AGENT_CLAUDE"}' 2>&1 | tee -a /tmp/gh-aw/agent-stdio.log
env:
ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
BASH_DEFAULT_TIMEOUT_MS: 60000
diff --git a/.github/workflows/daily-agentrx-trace-optimizer.md b/.github/workflows/daily-agentrx-trace-optimizer.md
index 20d430afda3..998ecf5af6d 100644
--- a/.github/workflows/daily-agentrx-trace-optimizer.md
+++ b/.github/workflows/daily-agentrx-trace-optimizer.md
@@ -13,6 +13,7 @@ strict: true
network:
allowed: [defaults, python, github]
tools:
+ agentic-workflows: true
bash: true
safe-outputs:
mentions: false
@@ -50,10 +51,13 @@ Focus on:
## Data and Tooling Requirements
-1. Prefer local telemetry first:
+1. Start with `tools.agentic-workflows` MCP tools to download and analyze recent runs:
+ - Use `status` to list workflows/runs.
+ - Use `logs` to download parsed logs for recent runs.
+ - Use `audit` for selected failing or high-latency runs.
+2. Only after collecting run data with MCP tools, use local telemetry artifacts when available:
- `/tmp/gh-aw/otel.jsonl`
- `/tmp/gh-aw/copilot-otel.jsonl`
-2. If local telemetry is missing, fetch recent runs/log metadata with available tools and derive a trace dataset.
3. Use Python in `/tmp/agentrx` to avoid polluting the repository.
4. Install AgentRx from GitHub:
- `python -m venv /tmp/agentrx/.venv`
@@ -65,7 +69,7 @@ Focus on:
### 1) Build AgentRx input trajectory
-Create `/tmp/agentrx/trajectory.json` from recent telemetry by mapping spans to ordered workflow steps. Include:
+Create `/tmp/agentrx/trajectory.json` from MCP-downloaded run data and telemetry by mapping spans to ordered workflow steps. Include:
- step index
- span name
- workflow/run identifiers (`github.workflow_ref`, `github.run_id`, trace ID)
From b023bacca0341f80153203e1c5b46447a6634001 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Tue, 12 May 2026 20:33:57 +0000
Subject: [PATCH 6/9] Plan: address review feedback
Co-authored-by: pelikhan <4175913+pelikhan@users.noreply.github.com>
---
.github/workflows/agentic_commands.yml | 2 +-
.github/workflows/daily-agentrx-trace-optimizer.lock.yml | 6 +++---
2 files changed, 4 insertions(+), 4 deletions(-)
diff --git a/.github/workflows/agentic_commands.yml b/.github/workflows/agentic_commands.yml
index e43506cfc4b..e9dba141f1b 100644
--- a/.github/workflows/agentic_commands.yml
+++ b/.github/workflows/agentic_commands.yml
@@ -1,4 +1,4 @@
-# gh-aw-commands: {"payload_version":"v1","schema_version":"v1","compiler_version":"eacae79","commands":["ace","approach-validator","archie","brave","cloclo","craft","grumpy","mergefest","nit","plan","poem-bot","review","security-review","summarize","tidy","unbloat"],"workflows":["ace-editor","approach-validator","archie","brave","cloclo","craft","grumpy-reviewer","mergefest","pdf-summary","plan","poem-bot","pr-code-quality-reviewer","pr-nitpick-reviewer","security-review","tidy","unbloat-docs"]}
+# gh-aw-commands: {"payload_version":"v1","schema_version":"v1","compiler_version":"dd99991","commands":["ace","approach-validator","archie","brave","cloclo","craft","grumpy","mergefest","nit","plan","poem-bot","review","security-review","summarize","tidy","unbloat"],"workflows":["ace-editor","approach-validator","archie","brave","cloclo","craft","grumpy-reviewer","mergefest","pdf-summary","plan","poem-bot","pr-code-quality-reviewer","pr-nitpick-reviewer","security-review","tidy","unbloat-docs"]}
# ___ _ _
# / _ \ | | (_)
# | |_| | __ _ ___ _ __ | |_ _ ___
diff --git a/.github/workflows/daily-agentrx-trace-optimizer.lock.yml b/.github/workflows/daily-agentrx-trace-optimizer.lock.yml
index 5e87fc622d9..93a42343024 100644
--- a/.github/workflows/daily-agentrx-trace-optimizer.lock.yml
+++ b/.github/workflows/daily-agentrx-trace-optimizer.lock.yml
@@ -1,5 +1,5 @@
# gh-aw-metadata: {"schema_version":"v3","frontmatter_hash":"4bb285e3c73c6e1e90600440f328ecb63dcd27eb7f1474aa8b498baea614f2b3","strict":true,"agent_id":"claude"}
-# gh-aw-manifest: {"version":1,"secrets":["ANTHROPIC_API_KEY","GH_AW_GITHUB_MCP_SERVER_TOKEN","GH_AW_GITHUB_TOKEN","GH_AW_OTEL_ENDPOINT","GH_AW_OTEL_HEADERS","GITHUB_TOKEN"],"actions":[{"repo":"actions/checkout","sha":"de0fac2e4500dabe0009e67214ff5f5447ce83dd","version":"v6.0.2"},{"repo":"actions/download-artifact","sha":"3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c","version":"v8.0.1"},{"repo":"actions/github-script","sha":"3a2844b7e9c422d3c10d287c895573f7108da1b3","version":"v9.0.0"},{"repo":"actions/github-script","sha":"v9","version":"v9"},{"repo":"actions/setup-go","sha":"4a3601121dd01d1626a1e23e37211e3254c1c06c","version":"v6.4.0"},{"repo":"actions/setup-node","sha":"48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e","version":"v6.4.0"},{"repo":"actions/upload-artifact","sha":"043fb46d1a93c77aae656e7c1c64a875d1fc6a0a","version":"v7.0.1"},{"repo":"docker/build-push-action","sha":"bcafcacb16a39f128d818304e6c9c0c18556b85f","version":"v7.1.0"},{"repo":"docker/setup-buildx-action","sha":"4d04d5d9486b7bd6fa91e7baf45bbb4f8b9deedd","version":"v4.0.0"}],"resolution_failures":[{"repo":"actions/github-script","ref":"v9","error_type":"dynamic_resolution_failed"}],"containers":[{"image":"ghcr.io/github/gh-aw-firewall/agent:0.25.43"},{"image":"ghcr.io/github/gh-aw-firewall/api-proxy:0.25.43"},{"image":"ghcr.io/github/gh-aw-firewall/squid:0.25.43"},{"image":"ghcr.io/github/gh-aw-mcpg:v0.3.6","digest":"sha256:2bb8eef86006a4c5963c55616a9c51c32f27bfdecb023b8aa6f91f6718d9171c","pinned_image":"ghcr.io/github/gh-aw-mcpg:v0.3.6@sha256:2bb8eef86006a4c5963c55616a9c51c32f27bfdecb023b8aa6f91f6718d9171c"},{"image":"ghcr.io/github/github-mcp-server:v1.0.3","digest":"sha256:2ac27ef03461ef2b877031b838a7d1fd7f12b12d4ace7796d8cad91446d55959","pinned_image":"ghcr.io/github/github-mcp-server:v1.0.3@sha256:2ac27ef03461ef2b877031b838a7d1fd7f12b12d4ace7796d8cad91446d55959"},{"image":"node:lts-alpine","digest":"sha256:d1b3b4da11eefd5941e7f0b9cf17783fc99d9c6fc34884a665f40a06dbdfc94f","pinned_image":"node:lts-alpine@sha256:d1b3b4da11eefd5941e7f0b9cf17783fc99d9c6fc34884a665f40a06dbdfc94f"}]}
+# gh-aw-manifest: {"version":1,"secrets":["ANTHROPIC_API_KEY","GH_AW_GITHUB_MCP_SERVER_TOKEN","GH_AW_GITHUB_TOKEN","GH_AW_OTEL_ENDPOINT","GH_AW_OTEL_HEADERS","GITHUB_TOKEN"],"actions":[{"repo":"actions/checkout","sha":"de0fac2e4500dabe0009e67214ff5f5447ce83dd","version":"v6.0.2"},{"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":"4a3601121dd01d1626a1e23e37211e3254c1c06c","version":"v6.4.0"},{"repo":"actions/setup-node","sha":"48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e","version":"v6.4.0"},{"repo":"actions/upload-artifact","sha":"043fb46d1a93c77aae656e7c1c64a875d1fc6a0a","version":"v7.0.1"},{"repo":"docker/build-push-action","sha":"bcafcacb16a39f128d818304e6c9c0c18556b85f","version":"v7.1.0"},{"repo":"docker/setup-buildx-action","sha":"4d04d5d9486b7bd6fa91e7baf45bbb4f8b9deedd","version":"v4.0.0"}],"containers":[{"image":"ghcr.io/github/gh-aw-firewall/agent:0.25.43"},{"image":"ghcr.io/github/gh-aw-firewall/api-proxy:0.25.43"},{"image":"ghcr.io/github/gh-aw-firewall/squid:0.25.43"},{"image":"ghcr.io/github/gh-aw-mcpg:v0.3.6","digest":"sha256:2bb8eef86006a4c5963c55616a9c51c32f27bfdecb023b8aa6f91f6718d9171c","pinned_image":"ghcr.io/github/gh-aw-mcpg:v0.3.6@sha256:2bb8eef86006a4c5963c55616a9c51c32f27bfdecb023b8aa6f91f6718d9171c"},{"image":"ghcr.io/github/github-mcp-server:v1.0.3","digest":"sha256:2ac27ef03461ef2b877031b838a7d1fd7f12b12d4ace7796d8cad91446d55959","pinned_image":"ghcr.io/github/github-mcp-server:v1.0.3@sha256:2ac27ef03461ef2b877031b838a7d1fd7f12b12d4ace7796d8cad91446d55959"},{"image":"node:lts-alpine","digest":"sha256:d1b3b4da11eefd5941e7f0b9cf17783fc99d9c6fc34884a665f40a06dbdfc94f","pinned_image":"node:lts-alpine@sha256:d1b3b4da11eefd5941e7f0b9cf17783fc99d9c6fc34884a665f40a06dbdfc94f"}]}
# ___ _ _
# / _ \ | | (_)
# | |_| | __ _ ___ _ __ | |_ _ ___
@@ -44,7 +44,7 @@
# - actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
# - actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
# - actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
-# - actions/github-script@v9
+# - actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0 (source v9)
# - actions/setup-go@4a3601121dd01d1626a1e23e37211e3254c1c06c # v6.4.0
# - actions/setup-node@48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e # v6.4.0
# - actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
@@ -466,7 +466,7 @@ jobs:
run: npm install -g @anthropic-ai/claude-code@2.1.133
- name: Determine automatic lockdown mode for GitHub MCP Server
id: determine-automatic-lockdown
- uses: actions/github-script@v9
+ uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0 (source v9)
env:
GH_AW_GITHUB_TOKEN: ${{ secrets.GH_AW_GITHUB_TOKEN }}
GH_AW_GITHUB_MCP_SERVER_TOKEN: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN }}
From 235c7b0e811955df80a06c5abccfdab952dba6a6 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Tue, 12 May 2026 20:36:44 +0000
Subject: [PATCH 7/9] Require MCP-downloaded logs only in AgentRx optimizer
Co-authored-by: pelikhan <4175913+pelikhan@users.noreply.github.com>
---
.github/workflows/daily-agentrx-trace-optimizer.md | 6 ++----
1 file changed, 2 insertions(+), 4 deletions(-)
diff --git a/.github/workflows/daily-agentrx-trace-optimizer.md b/.github/workflows/daily-agentrx-trace-optimizer.md
index 998ecf5af6d..d92751ea8fd 100644
--- a/.github/workflows/daily-agentrx-trace-optimizer.md
+++ b/.github/workflows/daily-agentrx-trace-optimizer.md
@@ -55,9 +55,7 @@ Focus on:
- Use `status` to list workflows/runs.
- Use `logs` to download parsed logs for recent runs.
- Use `audit` for selected failing or high-latency runs.
-2. Only after collecting run data with MCP tools, use local telemetry artifacts when available:
- - `/tmp/gh-aw/otel.jsonl`
- - `/tmp/gh-aw/copilot-otel.jsonl`
+2. Use only MCP-downloaded run data and logs as the telemetry source.
3. Use Python in `/tmp/agentrx` to avoid polluting the repository.
4. Install AgentRx from GitHub:
- `python -m venv /tmp/agentrx/.venv`
@@ -69,7 +67,7 @@ Focus on:
### 1) Build AgentRx input trajectory
-Create `/tmp/agentrx/trajectory.json` from MCP-downloaded run data and telemetry by mapping spans to ordered workflow steps. Include:
+Create `/tmp/agentrx/trajectory.json` from MCP-downloaded run data and logs by mapping spans to ordered workflow steps. Include:
- step index
- span name
- workflow/run identifiers (`github.workflow_ref`, `github.run_id`, trace ID)
From 27858317e2e03635407f67fbe5ff48b77a6454c6 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Tue, 12 May 2026 20:46:18 +0000
Subject: [PATCH 8/9] Plan: merge main and recompile
Co-authored-by: pelikhan <4175913+pelikhan@users.noreply.github.com>
---
.github/workflows/agentic_commands.yml | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/.github/workflows/agentic_commands.yml b/.github/workflows/agentic_commands.yml
index e9dba141f1b..cf461da8812 100644
--- a/.github/workflows/agentic_commands.yml
+++ b/.github/workflows/agentic_commands.yml
@@ -1,4 +1,4 @@
-# gh-aw-commands: {"payload_version":"v1","schema_version":"v1","compiler_version":"dd99991","commands":["ace","approach-validator","archie","brave","cloclo","craft","grumpy","mergefest","nit","plan","poem-bot","review","security-review","summarize","tidy","unbloat"],"workflows":["ace-editor","approach-validator","archie","brave","cloclo","craft","grumpy-reviewer","mergefest","pdf-summary","plan","poem-bot","pr-code-quality-reviewer","pr-nitpick-reviewer","security-review","tidy","unbloat-docs"]}
+# gh-aw-commands: {"payload_version":"v1","schema_version":"v1","compiler_version":"235c7b0","commands":["ace","approach-validator","archie","brave","cloclo","craft","grumpy","mergefest","nit","plan","poem-bot","review","security-review","summarize","tidy","unbloat"],"workflows":["ace-editor","approach-validator","archie","brave","cloclo","craft","grumpy-reviewer","mergefest","pdf-summary","plan","poem-bot","pr-code-quality-reviewer","pr-nitpick-reviewer","security-review","tidy","unbloat-docs"]}
# ___ _ _
# / _ \ | | (_)
# | |_| | __ _ ___ _ __ | |_ _ ___
From 408b42b78cc041893a9a126396630d0291b3e278 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Tue, 12 May 2026 20:49:17 +0000
Subject: [PATCH 9/9] Merge origin/main and recompile daily AgentRx workflow
Co-authored-by: pelikhan <4175913+pelikhan@users.noreply.github.com>
---
.github/workflows/daily-agentrx-trace-optimizer.lock.yml | 1 +
1 file changed, 1 insertion(+)
diff --git a/.github/workflows/daily-agentrx-trace-optimizer.lock.yml b/.github/workflows/daily-agentrx-trace-optimizer.lock.yml
index 93a42343024..5c12c937e72 100644
--- a/.github/workflows/daily-agentrx-trace-optimizer.lock.yml
+++ b/.github/workflows/daily-agentrx-trace-optimizer.lock.yml
@@ -1137,6 +1137,7 @@ jobs:
concurrency:
group: "gh-aw-conclusion-daily-agentrx-trace-optimizer"
cancel-in-progress: false
+ queue: max
outputs:
incomplete_count: ${{ steps.report_incomplete.outputs.incomplete_count }}
noop_message: ${{ steps.noop.outputs.noop_message }}