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GitHub MCP Structural Analysis

GitHub MCP Structural Analysis #66

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GitHub MCP Structural Analysis

GitHub MCP Structural Analysis #66

Workflow file for this run

.github/workflows/github-mcp-structural-analysis.lock.yml at bb15d92
#
# ___ _ _
# / _ \ | | (_)
# | |_| | __ _ ___ _ __ | |_ _ ___
# | _ |/ _` |/ _ \ '_ \| __| |/ __|
# | | | | (_| | __/ | | | |_| | (__
# \_| |_/\__, |\___|_| |_|\__|_|\___|
# __/ |
# _ _ |___/
# | | | | / _| |
# | | | | ___ _ __ _ __| |_| | _____ ____
# | |/\| |/ _ \ '__| |/ /| _| |/ _ \ \ /\ / / ___|
# \ /\ / (_) | | | | ( | | | | (_) \ 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
# For more information: https://github.com/githubnext/gh-aw/blob/main/.github/aw/github-agentic-workflows.md
#
# Structural analysis of GitHub MCP tool responses with schema evaluation and usefulness ratings for agentic work
#
# Resolved workflow manifest:
# Imports:
# - shared/python-dataviz.md
# - shared/reporting.md
#
# frontmatter-hash: 69e313fdeb2efc801592c1bcf6936b7ff82f98695698db12c158f4d38b9346dd
name: "GitHub MCP Structural Analysis"
"on":
schedule:
- cron: "0 11 * * 1-5"
workflow_dispatch:
permissions: {}
concurrency:
group: "gh-aw-${{ github.workflow }}"
run-name: "GitHub MCP Structural Analysis"
jobs:
activation:
runs-on: ubuntu-slim
permissions:
contents: read
outputs:
comment_id: ""
comment_repo: ""
steps:
- name: Checkout actions folder
uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6
with:
sparse-checkout: |
actions
persist-credentials: false
- name: Setup Scripts
uses: ./actions/setup
with:
destination: /opt/gh-aw/actions
- name: Check workflow file timestamps
uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8.0.0
env:
GH_AW_WORKFLOW_FILE: "github-mcp-structural-analysis.lock.yml"
with:
script: |
const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs');
setupGlobals(core, github, context, exec, io);
const { main } = require('/opt/gh-aw/actions/check_workflow_timestamp_api.cjs');
await main();
agent:
needs: activation
runs-on: ubuntu-latest
permissions:
actions: read
contents: read
discussions: read
issues: read
pull-requests: read
security-events: read
concurrency:
group: "gh-aw-claude-${{ github.workflow }}"
env:
DEFAULT_BRANCH: ${{ github.event.repository.default_branch }}
GH_AW_ASSETS_ALLOWED_EXTS: ".png,.jpg,.jpeg"
GH_AW_ASSETS_BRANCH: "assets/${{ github.workflow }}"
GH_AW_ASSETS_MAX_SIZE_KB: 10240
GH_AW_MCP_LOG_DIR: /tmp/gh-aw/mcp-logs/safeoutputs
GH_AW_SAFE_OUTPUTS: /opt/gh-aw/safeoutputs/outputs.jsonl
GH_AW_SAFE_OUTPUTS_CONFIG_PATH: /opt/gh-aw/safeoutputs/config.json
GH_AW_SAFE_OUTPUTS_TOOLS_PATH: /opt/gh-aw/safeoutputs/tools.json
outputs:
has_patch: ${{ steps.collect_output.outputs.has_patch }}
model: ${{ steps.generate_aw_info.outputs.model }}
output: ${{ steps.collect_output.outputs.output }}
output_types: ${{ steps.collect_output.outputs.output_types }}
secret_verification_result: ${{ steps.validate-secret.outputs.verification_result }}
steps:
- name: Checkout actions folder
uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6
with:
sparse-checkout: |
actions
persist-credentials: false
- name: Setup Scripts
uses: ./actions/setup
with:
destination: /opt/gh-aw/actions
- name: Checkout repository
uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6
with:
persist-credentials: false
- name: Create gh-aw temp directory
run: bash /opt/gh-aw/actions/create_gh_aw_tmp_dir.sh
- name: Setup Python environment
run: "# Create working directory for Python scripts\nmkdir -p /tmp/gh-aw/python\nmkdir -p /tmp/gh-aw/python/data\nmkdir -p /tmp/gh-aw/python/charts\nmkdir -p /tmp/gh-aw/python/artifacts\n\necho \"Python environment setup complete\"\necho \"Working directory: /tmp/gh-aw/python\"\necho \"Data directory: /tmp/gh-aw/python/data\"\necho \"Charts directory: /tmp/gh-aw/python/charts\"\necho \"Artifacts directory: /tmp/gh-aw/python/artifacts\"\n"
- name: Install Python scientific libraries
run: "pip install --user --quiet numpy pandas matplotlib seaborn scipy\n\n# Verify installations\npython3 -c \"import numpy; print(f'NumPy {numpy.__version__} installed')\"\npython3 -c \"import pandas; print(f'Pandas {pandas.__version__} installed')\"\npython3 -c \"import matplotlib; print(f'Matplotlib {matplotlib.__version__} installed')\"\npython3 -c \"import seaborn; print(f'Seaborn {seaborn.__version__} installed')\"\npython3 -c \"import scipy; print(f'SciPy {scipy.__version__} installed')\"\n\necho \"All scientific libraries installed successfully\"\n"
- if: always()
name: Upload generated charts
uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6
with:
if-no-files-found: warn
name: data-charts
path: /tmp/gh-aw/python/charts/*.png
retention-days: 30
- if: always()
name: Upload source files and data
uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6
with:
if-no-files-found: warn
name: python-source-and-data
path: |
/tmp/gh-aw/python/*.py
/tmp/gh-aw/python/data/*
retention-days: 30
# Cache memory file share configuration from frontmatter processed below
- name: Create cache-memory directory
run: bash /opt/gh-aw/actions/create_cache_memory_dir.sh
- name: Restore cache-memory file share data
uses: actions/cache/restore@0057852bfaa89a56745cba8c7296529d2fc39830 # v4.3.0
with:
key: memory-${{ github.workflow }}-${{ github.run_id }}
path: /tmp/gh-aw/cache-memory
restore-keys: |
memory-${{ github.workflow }}-
memory-
- name: Configure Git credentials
env:
REPO_NAME: ${{ github.repository }}
SERVER_URL: ${{ github.server_url }}
run: |
git config --global user.email "github-actions[bot]@users.noreply.github.com"
git config --global user.name "github-actions[bot]"
# Re-authenticate git with GitHub token
SERVER_URL_STRIPPED="${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
if: |
github.event.pull_request
uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8.0.0
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('/opt/gh-aw/actions/setup_globals.cjs');
setupGlobals(core, github, context, exec, io);
const { main } = require('/opt/gh-aw/actions/checkout_pr_branch.cjs');
await main();
- name: Validate CLAUDE_CODE_OAUTH_TOKEN or ANTHROPIC_API_KEY secret
id: validate-secret
run: /opt/gh-aw/actions/validate_multi_secret.sh CLAUDE_CODE_OAUTH_TOKEN ANTHROPIC_API_KEY 'Claude Code' https://githubnext.github.io/gh-aw/reference/engines/#anthropic-claude-code
env:
CLAUDE_CODE_OAUTH_TOKEN: ${{ secrets.CLAUDE_CODE_OAUTH_TOKEN }}
ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
- name: Setup Node.js
uses: actions/setup-node@395ad3262231945c25e8478fd5baf05154b1d79f # v6.1.0
with:
node-version: '24'
package-manager-cache: false
- name: Install awf binary
run: bash /opt/gh-aw/actions/install_awf_binary.sh v0.11.2
- name: Install Claude Code CLI
run: npm install -g --silent @anthropic-ai/claude-code@2.1.29
- name: Determine automatic lockdown mode for GitHub MCP server
id: determine-automatic-lockdown
env:
TOKEN_CHECK: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN }}
if: env.TOKEN_CHECK != ''
uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
with:
script: |
const determineAutomaticLockdown = require('/opt/gh-aw/actions/determine_automatic_lockdown.cjs');
await determineAutomaticLockdown(github, context, core);
- name: Download container images
run: bash /opt/gh-aw/actions/download_docker_images.sh ghcr.io/github/github-mcp-server:v0.30.2 ghcr.io/githubnext/gh-aw-mcpg:v0.0.90 node:lts-alpine
- name: Write Safe Outputs Config
run: |
mkdir -p /opt/gh-aw/safeoutputs
mkdir -p /tmp/gh-aw/safeoutputs
mkdir -p /tmp/gh-aw/mcp-logs/safeoutputs
cat > /opt/gh-aw/safeoutputs/config.json << 'EOF'
{"create_discussion":{"expires":168,"max":1},"missing_data":{},"missing_tool":{},"noop":{"max":1},"upload_asset":{"max":0}}
EOF
cat > /opt/gh-aw/safeoutputs/tools.json << 'EOF'
[
{
"description": "Create a GitHub discussion for announcements, Q\u0026A, reports, status updates, or community conversations. Use this for content that benefits from threaded replies, doesn't require task tracking, or serves as documentation. For actionable work items that need assignment and status tracking, use create_issue instead. CONSTRAINTS: Maximum 1 discussion(s) can be created. Title will be prefixed with \"[mcp-analysis] \". Discussions will be created in category \"audits\".",
"inputSchema": {
"additionalProperties": false,
"properties": {
"body": {
"description": "Discussion content in Markdown. Do NOT repeat the title as a heading since it already appears as the discussion's h1. Include all relevant context, findings, or questions.",
"type": "string"
},
"category": {
"description": "Discussion category by name (e.g., 'General'), slug (e.g., 'general'), or ID. If omitted, uses the first available category. Category must exist in the repository.",
"type": "string"
},
"title": {
"description": "Concise discussion title summarizing the topic. The title appears as the main heading, so keep it brief and descriptive.",
"type": "string"
}
},
"required": [
"title",
"body"
],
"type": "object"
},
"name": "create_discussion"
},
{
"description": "Upload a file as a URL-addressable asset that can be referenced in issues, PRs, or comments. The file is stored on an orphaned git branch and returns a permanent URL. Use this for images, diagrams, or other files that need to be embedded in GitHub content. CONSTRAINTS: Maximum file size: 10240KB. Allowed file extensions: [.png .jpg .jpeg].",
"inputSchema": {
"additionalProperties": false,
"properties": {
"path": {
"description": "Absolute file path to upload (e.g., '/tmp/chart.png'). Must be under the workspace or /tmp directory. By default, only image files (.png, .jpg, .jpeg) are allowed; other file types require workflow configuration.",
"type": "string"
}
},
"required": [
"path"
],
"type": "object"
},
"name": "upload_asset"
},
{
"description": "Report that a tool or capability needed to complete the task is not available, or share any information you deem important about missing functionality or limitations. Use this when you cannot accomplish what was requested because the required functionality is missing or access is restricted.",
"inputSchema": {
"additionalProperties": false,
"properties": {
"alternatives": {
"description": "Any workarounds, manual steps, or alternative approaches the user could take (max 256 characters).",
"type": "string"
},
"reason": {
"description": "Explanation of why this tool is needed or what information you want to share about the limitation (max 256 characters).",
"type": "string"
},
"tool": {
"description": "Optional: Name or description of the missing tool or capability (max 128 characters). Be specific about what functionality is needed.",
"type": "string"
}
},
"required": [
"reason"
],
"type": "object"
},
"name": "missing_tool"
},
{
"description": "Log a transparency message when no significant actions are needed. Use this to confirm workflow completion and provide visibility when analysis is complete but no changes or outputs are required (e.g., 'No issues found', 'All checks passed'). This ensures the workflow produces human-visible output even when no other actions are taken.",
"inputSchema": {
"additionalProperties": false,
"properties": {
"message": {
"description": "Status or completion message to log. Should explain what was analyzed and the outcome (e.g., 'Code review complete - no issues found', 'Analysis complete - all tests passing').",
"type": "string"
}
},
"required": [
"message"
],
"type": "object"
},
"name": "noop"
},
{
"description": "Report that data or information needed to complete the task is not available. Use this when you cannot accomplish what was requested because required data, context, or information is missing.",
"inputSchema": {
"additionalProperties": false,
"properties": {
"alternatives": {
"description": "Any workarounds, manual steps, or alternative approaches the user could take (max 256 characters).",
"type": "string"
},
"context": {
"description": "Additional context about the missing data or where it should come from (max 256 characters).",
"type": "string"
},
"data_type": {
"description": "Type or description of the missing data or information (max 128 characters). Be specific about what data is needed.",
"type": "string"
},
"reason": {
"description": "Explanation of why this data is needed to complete the task (max 256 characters).",
"type": "string"
}
},
"required": [],
"type": "object"
},
"name": "missing_data"
}
]
EOF
cat > /opt/gh-aw/safeoutputs/validation.json << 'EOF'
{
"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
}
}
},
"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
}
}
},
"upload_asset": {
"defaultMax": 10,
"fields": {
"path": {
"required": true,
"type": "string"
}
}
}
}
EOF
- name: Generate Safe Outputs MCP Server Config
id: safe-outputs-config
run: |
# Generate a secure random API key (360 bits of entropy, 40+ chars)
API_KEY=""
API_KEY=$(openssl rand -base64 45 | tr -d '/+=')
PORT=3001
# Register API key as secret to mask it from logs
echo "::add-mask::${API_KEY}"
# Set outputs for next steps
{
echo "safe_outputs_api_key=${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:
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: /opt/gh-aw/safeoutputs/tools.json
GH_AW_SAFE_OUTPUTS_CONFIG_PATH: /opt/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 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 /opt/gh-aw/actions/start_safe_outputs_server.sh
- name: Start MCP gateway
id: start-mcp-gateway
env:
GH_AW_ASSETS_ALLOWED_EXTS: ${{ env.GH_AW_ASSETS_ALLOWED_EXTS }}
GH_AW_ASSETS_BRANCH: ${{ env.GH_AW_ASSETS_BRANCH }}
GH_AW_ASSETS_MAX_SIZE_KB: ${{ env.GH_AW_ASSETS_MAX_SIZE_KB }}
GH_AW_SAFE_OUTPUTS: ${{ env.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_LOCKDOWN: ${{ steps.determine-automatic-lockdown.outputs.lockdown == 'true' && '1' || '0' }}
GITHUB_MCP_SERVER_TOKEN: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN || secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
run: |
set -eo pipefail
mkdir -p /tmp/gh-aw/mcp-config
# Export gateway environment variables for MCP config and gateway script
export MCP_GATEWAY_PORT="80"
export MCP_GATEWAY_DOMAIN="host.docker.internal"
MCP_GATEWAY_API_KEY=""
MCP_GATEWAY_API_KEY=$(openssl rand -base64 45 | tr -d '/+=')
export MCP_GATEWAY_API_KEY
# Register API key as secret to mask it from logs
echo "::add-mask::${MCP_GATEWAY_API_KEY}"
export GH_AW_ENGINE="claude"
export MCP_GATEWAY_DOCKER_COMMAND='docker run -i --rm --network host -v /var/run/docker.sock:/var/run/docker.sock -e MCP_GATEWAY_PORT -e MCP_GATEWAY_DOMAIN -e MCP_GATEWAY_API_KEY -e DEBUG="*" -e MCP_GATEWAY_LOG_DIR -e GH_AW_MCP_LOG_DIR -e GH_AW_SAFE_OUTPUTS -e GH_AW_SAFE_OUTPUTS_CONFIG_PATH -e GH_AW_SAFE_OUTPUTS_TOOLS_PATH -e GH_AW_ASSETS_BRANCH -e GH_AW_ASSETS_MAX_SIZE_KB -e GH_AW_ASSETS_ALLOWED_EXTS -e DEFAULT_BRANCH -e GITHUB_MCP_SERVER_TOKEN -e GITHUB_MCP_LOCKDOWN -e GITHUB_REPOSITORY -e GITHUB_SERVER_URL -e GITHUB_SHA -e GITHUB_WORKSPACE -e GITHUB_TOKEN -e GITHUB_RUN_ID -e GITHUB_RUN_NUMBER -e GITHUB_RUN_ATTEMPT -e GITHUB_JOB -e GITHUB_ACTION -e GITHUB_EVENT_NAME -e GITHUB_EVENT_PATH -e GITHUB_ACTOR -e GITHUB_ACTOR_ID -e GITHUB_TRIGGERING_ACTOR -e GITHUB_WORKFLOW -e GITHUB_WORKFLOW_REF -e GITHUB_WORKFLOW_SHA -e GITHUB_REF -e GITHUB_REF_NAME -e GITHUB_REF_TYPE -e GITHUB_HEAD_REF -e GITHUB_BASE_REF -e GH_AW_SAFE_OUTPUTS_PORT -e GH_AW_SAFE_OUTPUTS_API_KEY -v /opt:/opt:ro -v /tmp:/tmp:rw -v '"${GITHUB_WORKSPACE}"':'"${GITHUB_WORKSPACE}"':rw ghcr.io/githubnext/gh-aw-mcpg:v0.0.90'
cat << MCPCONFIG_EOF | bash /opt/gh-aw/actions/start_mcp_gateway.sh
{
"mcpServers": {
"github": {
"container": "ghcr.io/github/github-mcp-server:v0.30.2",
"env": {
"GITHUB_LOCKDOWN_MODE": "$GITHUB_MCP_LOCKDOWN",
"GITHUB_PERSONAL_ACCESS_TOKEN": "$GITHUB_MCP_SERVER_TOKEN",
"GITHUB_READ_ONLY": "1",
"GITHUB_TOOLSETS": "all"
}
},
"safeoutputs": {
"type": "http",
"url": "http://host.docker.internal:$GH_AW_SAFE_OUTPUTS_PORT",
"headers": {
"Authorization": "$GH_AW_SAFE_OUTPUTS_API_KEY"
}
}
},
"gateway": {
"port": $MCP_GATEWAY_PORT,
"domain": "${MCP_GATEWAY_DOMAIN}",
"apiKey": "${MCP_GATEWAY_API_KEY}"
}
}
MCPCONFIG_EOF
- name: Generate agentic run info
id: generate_aw_info
uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8.0.0
with:
script: |
const fs = require('fs');
const awInfo = {
engine_id: "claude",
engine_name: "Claude Code",
model: process.env.GH_AW_MODEL_AGENT_CLAUDE || "",
version: "",
agent_version: "2.1.29",
workflow_name: "GitHub MCP Structural Analysis",
experimental: false,
supports_tools_allowlist: true,
supports_http_transport: true,
run_id: context.runId,
run_number: context.runNumber,
run_attempt: process.env.GITHUB_RUN_ATTEMPT,
repository: context.repo.owner + '/' + context.repo.repo,
ref: context.ref,
sha: context.sha,
actor: context.actor,
event_name: context.eventName,
staged: false,
allowed_domains: ["defaults","python"],
firewall_enabled: true,
awf_version: "v0.11.2",
awmg_version: "v0.0.90",
steps: {
firewall: "squid"
},
created_at: new Date().toISOString()
};
// Write to /tmp/gh-aw directory to avoid inclusion in PR
const tmpPath = '/tmp/gh-aw/aw_info.json';
fs.writeFileSync(tmpPath, JSON.stringify(awInfo, null, 2));
console.log('Generated aw_info.json at:', tmpPath);
console.log(JSON.stringify(awInfo, null, 2));
// Set model as output for reuse in other steps/jobs
core.setOutput('model', awInfo.model);
- name: Generate workflow overview
uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8.0.0
with:
script: |
const { generateWorkflowOverview } = require('/opt/gh-aw/actions/generate_workflow_overview.cjs');
await generateWorkflowOverview(core);
- name: Create prompt with built-in context
env:
GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt
GH_AW_SAFE_OUTPUTS: ${{ env.GH_AW_SAFE_OUTPUTS }}
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: ${{ github.workspace }}
run: |
bash /opt/gh-aw/actions/create_prompt_first.sh
cat << 'PROMPT_EOF' > "$GH_AW_PROMPT"
<system>
PROMPT_EOF
cat "/opt/gh-aw/prompts/temp_folder_prompt.md" >> "$GH_AW_PROMPT"
cat "/opt/gh-aw/prompts/markdown.md" >> "$GH_AW_PROMPT"
cat "/opt/gh-aw/prompts/cache_memory_prompt.md" >> "$GH_AW_PROMPT"
cat << 'PROMPT_EOF' >> "$GH_AW_PROMPT"
<safe-outputs>
<description>GitHub API Access Instructions</description>
<important>
The gh CLI is NOT authenticated. Do NOT use gh commands for GitHub operations.
</important>
<instructions>
To create or modify GitHub resources (issues, discussions, pull requests, etc.), you MUST call the appropriate safe output tool. Simply writing content will NOT work - the workflow requires actual tool calls.
Discover available tools from the safeoutputs MCP server.
**Critical**: Tool calls write structured data that downstream jobs process. Without tool calls, follow-up actions will be skipped.
**Note**: If you made no other safe output tool calls during this workflow execution, call the "noop" tool to provide a status message indicating completion or that no actions were needed.
</instructions>
</safe-outputs>
<github-context>
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}}
</github-context>
PROMPT_EOF
cat << 'PROMPT_EOF' >> "$GH_AW_PROMPT"
</system>
PROMPT_EOF
cat << 'PROMPT_EOF' >> "$GH_AW_PROMPT"
# Python Data Visualization Guide
Python scientific libraries have been installed and are ready for use. A temporary folder structure has been created at `/tmp/gh-aw/python/` for organizing scripts, data, and outputs.
## Installed Libraries
- **NumPy**: Array processing and numerical operations
- **Pandas**: Data manipulation and analysis
- **Matplotlib**: Chart generation and plotting
- **Seaborn**: Statistical data visualization
- **SciPy**: Scientific computing utilities
## Directory Structure
```
/tmp/gh-aw/python/
├── data/ # Store all data files here (CSV, JSON, etc.)
├── charts/ # Generated chart images (PNG)
├── artifacts/ # Additional output files
└── *.py # Python scripts
```
## Data Separation Requirement
**CRITICAL**: Data must NEVER be inlined in Python code. Always store data in external files and load using pandas.
### ❌ PROHIBITED - Inline Data
```python
# DO NOT do this
data = [10, 20, 30, 40, 50]
labels = ['A', 'B', 'C', 'D', 'E']
```
### ✅ REQUIRED - External Data Files
```python
# Always load data from external files
import pandas as pd
# Load data from CSV
data = pd.read_csv('/tmp/gh-aw/python/data/data.csv')
# Or from JSON
data = pd.read_json('/tmp/gh-aw/python/data/data.json')
```
## Chart Generation Best Practices
### High-Quality Chart Settings
```python
import matplotlib.pyplot as plt
import seaborn as sns
# Set style for better aesthetics
sns.set_style("whitegrid")
sns.set_palette("husl")
# Create figure with high DPI
fig, ax = plt.subplots(figsize=(10, 6), dpi=300)
# Your plotting code here
# ...
# Save with high quality
plt.savefig('/tmp/gh-aw/python/charts/chart.png',
dpi=300,
bbox_inches='tight',
facecolor='white',
edgecolor='none')
```
### Chart Quality Guidelines
- **DPI**: Use 300 or higher for publication quality
- **Figure Size**: Standard is 10x6 inches (adjustable based on needs)
- **Labels**: Always include clear axis labels and titles
- **Legend**: Add legends when plotting multiple series
- **Grid**: Enable grid lines for easier reading
- **Colors**: Use colorblind-friendly palettes (seaborn defaults are good)
## Including Images in Reports
When creating reports (issues, discussions, etc.), use the `upload asset` tool to make images URL-addressable and include them in markdown:
### Step 1: Generate and Upload Chart
```python
# Generate your chart
plt.savefig('/tmp/gh-aw/python/charts/my_chart.png', dpi=300, bbox_inches='tight')
```
### Step 2: Upload as Asset
Use the `upload asset` tool to upload the chart file. The tool will return a GitHub raw content URL.
### Step 3: Include in Markdown Report
When creating your discussion or issue, include the image using markdown:
```markdown
## Visualization Results
![Chart Description](https://raw.githubusercontent.com/owner/repo/assets/workflow-name/my_chart.png)
The chart above shows...
```
**Important**: Assets are published to an orphaned git branch and become URL-addressable after workflow completion.
## Cache Memory Integration
The cache memory at `/tmp/gh-aw/cache-memory/` is available for storing reusable code:
**Helper Functions to Cache:**
- Data loading utilities: `data_loader.py`
- Chart styling functions: `chart_utils.py`
- Common data transformations: `transforms.py`
**Check Cache Before Creating:**
```bash
# Check if helper exists in cache
if [ -f /tmp/gh-aw/cache-memory/data_loader.py ]; then
cp /tmp/gh-aw/cache-memory/data_loader.py /tmp/gh-aw/python/
echo "Using cached data_loader.py"
fi
```
**Save to Cache for Future Runs:**
```bash
# Save useful helpers to cache
cp /tmp/gh-aw/python/data_loader.py /tmp/gh-aw/cache-memory/
echo "Saved data_loader.py to cache for future runs"
```
## Complete Example Workflow
```python
#!/usr/bin/env python3
"""
Example data visualization script
Generates a bar chart from external data
"""
import pandas as pd
import matplotlib.pyplot as plt
import seaborn as sns
# Set style
sns.set_style("whitegrid")
sns.set_palette("husl")
# Load data from external file (NEVER inline)
data = pd.read_csv('/tmp/gh-aw/python/data/data.csv')
# Process data
summary = data.groupby('category')['value'].sum()
# Create chart
fig, ax = plt.subplots(figsize=(10, 6), dpi=300)
summary.plot(kind='bar', ax=ax)
# Customize
ax.set_title('Data Summary by Category', fontsize=16, fontweight='bold')
ax.set_xlabel('Category', fontsize=12)
ax.set_ylabel('Value', fontsize=12)
ax.grid(True, alpha=0.3)
# Save chart
plt.savefig('/tmp/gh-aw/python/charts/chart.png',
dpi=300,
bbox_inches='tight',
facecolor='white')
print("Chart saved to /tmp/gh-aw/python/charts/chart.png")
```
## Error Handling
**Check File Existence:**
```python
import os
data_file = '/tmp/gh-aw/python/data/data.csv'
if not os.path.exists(data_file):
raise FileNotFoundError(f"Data file not found: {data_file}")
```
**Validate Data:**
```python
# Check for required columns
required_cols = ['category', 'value']
missing = set(required_cols) - set(data.columns)
if missing:
raise ValueError(f"Missing columns: {missing}")
```
## Artifact Upload
Charts and source files are automatically uploaded as artifacts:
**Charts Artifact:**
- Name: `data-charts`
- Contents: PNG files from `/tmp/gh-aw/python/charts/`
- Retention: 30 days
**Source and Data Artifact:**
- Name: `python-source-and-data`
- Contents: Python scripts and data files
- Retention: 30 days
Both artifacts are uploaded with `if: always()` condition, ensuring they're available even if the workflow fails.
## Tips for Success
1. **Always Separate Data**: Store data in files, never inline in code
2. **Use Cache Memory**: Store reusable helpers for faster execution
3. **High Quality Charts**: Use DPI 300+ and proper sizing
4. **Clear Documentation**: Add docstrings and comments
5. **Error Handling**: Validate data and check file existence
6. **Type Hints**: Use type annotations for better code quality
7. **Seaborn Defaults**: Leverage seaborn for better aesthetics
8. **Reproducibility**: Set random seeds when needed
## Common Data Sources
Based on common use cases:
**Repository Statistics:**
```python
# Collect via GitHub API, save to data.csv
# Then load and visualize
data = pd.read_csv('/tmp/gh-aw/python/data/repo_stats.csv')
```
**Workflow Metrics:**
```python
# Collect via GitHub Actions API, save to data.json
data = pd.read_json('/tmp/gh-aw/python/data/workflow_metrics.json')
```
**Sample Data Generation:**
```python
# Generate with NumPy, save to file first
import numpy as np
data = np.random.randn(100, 2)
df = pd.DataFrame(data, columns=['x', 'y'])
df.to_csv('/tmp/gh-aw/python/data/sample_data.csv', index=False)
# Then load it back (demonstrating the pattern)
data = pd.read_csv('/tmp/gh-aw/python/data/sample_data.csv')
```
## Report Structure Guidelines
### 1. Header Levels
**Use h3 (###) or lower for all headers in your issue report to maintain proper document hierarchy.**
When creating GitHub issues or discussions:
- Use `###` (h3) for main sections (e.g., "### Test Summary")
- Use `####` (h4) for subsections (e.g., "#### Device-Specific Results")
- Never use `##` (h2) or `#` (h1) in reports - these are reserved for titles
### 2. Progressive Disclosure
**Wrap detailed test results in `<details><summary><b>Section Name</b></summary>` tags to improve readability and reduce scrolling.**
Use collapsible sections for:
- Verbose details (full test logs, raw data)
- Secondary information (minor warnings, extra context)
- Per-item breakdowns when there are many items
Always keep critical information visible (summary, critical issues, key metrics).
### 3. Report Structure Pattern
1. **Overview**: 1-2 paragraphs summarizing key findings
2. **Critical Information**: Show immediately (summary stats, critical issues)
3. **Details**: Use `<details><summary><b>Section Name</b></summary>` for expanded content
4. **Context**: Add helpful metadata (workflow run, date, trigger)
### Design Principles (Airbnb-Inspired)
Reports should:
- **Build trust through clarity**: Most important info immediately visible
- **Exceed expectations**: Add helpful context like trends, comparisons
- **Create delight**: Use progressive disclosure to reduce overwhelm
- **Maintain consistency**: Follow patterns across all reports
### Example Report Structure
```markdown
### Summary
- Key metric 1: value
- Key metric 2: value
- Status: ✅/⚠️/❌
### Critical Issues
[Always visible - these are important]
<details>
<summary><b>View Detailed Results</b></summary>
[Comprehensive details, logs, traces]
</details>
<details>
<summary><b>View All Warnings</b></summary>
[Minor issues and potential problems]
</details>
### Recommendations
[Actionable next steps - keep visible]
```
## Workflow Run References
- Format run IDs as links: `[§12345](https://github.com/owner/repo/actions/runs/12345)`
- Include up to 3 most relevant run URLs at end under `**References:**`
- Do NOT add footer attribution (system adds automatically)
PROMPT_EOF
cat << 'PROMPT_EOF' >> "$GH_AW_PROMPT"
{{#runtime-import workflows/github-mcp-structural-analysis.md}}
PROMPT_EOF
- name: Substitute placeholders
uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8.0.0
env:
GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt
GH_AW_CACHE_DESCRIPTION: ${{ '' }}
GH_AW_CACHE_DIR: ${{ '/tmp/gh-aw/cache-memory/' }}
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 }}
with:
script: |
const substitutePlaceholders = require('/opt/gh-aw/actions/substitute_placeholders.cjs');
// Call the substitution function
return await substitutePlaceholders({
file: process.env.GH_AW_PROMPT,
substitutions: {
GH_AW_CACHE_DESCRIPTION: process.env.GH_AW_CACHE_DESCRIPTION,
GH_AW_CACHE_DIR: process.env.GH_AW_CACHE_DIR,
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
}
});
- name: Interpolate variables and render templates
uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8.0.0
env:
GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt
with:
script: |
const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs');
setupGlobals(core, github, context, exec, io);
const { main } = require('/opt/gh-aw/actions/interpolate_prompt.cjs');
await main();
- name: Validate prompt placeholders
env:
GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt
run: bash /opt/gh-aw/actions/validate_prompt_placeholders.sh
- name: Print prompt
env:
GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt
run: bash /opt/gh-aw/actions/print_prompt_summary.sh
- name: Execute Claude Code CLI
id: agentic_execution
# Allowed tools (sorted):
# - Bash
# - BashOutput
# - Edit
# - Edit(/tmp/gh-aw/cache-memory/*)
# - ExitPlanMode
# - Glob
# - Grep
# - KillBash
# - LS
# - MultiEdit
# - MultiEdit(/tmp/gh-aw/cache-memory/*)
# - NotebookEdit
# - NotebookRead
# - Read
# - Read(/tmp/gh-aw/cache-memory/*)
# - Task
# - TodoWrite
# - Write
# - Write(/tmp/gh-aw/cache-memory/*)
# - 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
timeout-minutes: 15
run: |
set -o pipefail
GH_AW_TOOL_BINS=""; command -v go >/dev/null 2>&1 && GH_AW_TOOL_BINS="$(go env GOROOT)/bin:$GH_AW_TOOL_BINS"; [ -n "$JAVA_HOME" ] && GH_AW_TOOL_BINS="$JAVA_HOME/bin:$GH_AW_TOOL_BINS"; [ -n "$CARGO_HOME" ] && GH_AW_TOOL_BINS="$CARGO_HOME/bin:$GH_AW_TOOL_BINS"; [ -n "$GEM_HOME" ] && GH_AW_TOOL_BINS="$GEM_HOME/bin:$GH_AW_TOOL_BINS"; [ -n "$CONDA" ] && GH_AW_TOOL_BINS="$CONDA/bin:$GH_AW_TOOL_BINS"; [ -n "$PIPX_BIN_DIR" ] && GH_AW_TOOL_BINS="$PIPX_BIN_DIR:$GH_AW_TOOL_BINS"; [ -n "$SWIFT_PATH" ] && GH_AW_TOOL_BINS="$SWIFT_PATH:$GH_AW_TOOL_BINS"; [ -n "$DOTNET_ROOT" ] && GH_AW_TOOL_BINS="$DOTNET_ROOT:$GH_AW_TOOL_BINS"; export GH_AW_TOOL_BINS
mkdir -p "$HOME/.cache"
sudo -E awf --env-all --env "ANDROID_HOME=${ANDROID_HOME}" --env "ANDROID_NDK=${ANDROID_NDK}" --env "ANDROID_NDK_HOME=${ANDROID_NDK_HOME}" --env "ANDROID_NDK_LATEST_HOME=${ANDROID_NDK_LATEST_HOME}" --env "ANDROID_NDK_ROOT=${ANDROID_NDK_ROOT}" --env "ANDROID_SDK_ROOT=${ANDROID_SDK_ROOT}" --env "AZURE_EXTENSION_DIR=${AZURE_EXTENSION_DIR}" --env "CARGO_HOME=${CARGO_HOME}" --env "CHROMEWEBDRIVER=${CHROMEWEBDRIVER}" --env "CONDA=${CONDA}" --env "DOTNET_ROOT=${DOTNET_ROOT}" --env "EDGEWEBDRIVER=${EDGEWEBDRIVER}" --env "GECKOWEBDRIVER=${GECKOWEBDRIVER}" --env "GEM_HOME=${GEM_HOME}" --env "GEM_PATH=${GEM_PATH}" --env "GOPATH=${GOPATH}" --env "GOROOT=${GOROOT}" --env "HOMEBREW_CELLAR=${HOMEBREW_CELLAR}" --env "HOMEBREW_PREFIX=${HOMEBREW_PREFIX}" --env "HOMEBREW_REPOSITORY=${HOMEBREW_REPOSITORY}" --env "JAVA_HOME=${JAVA_HOME}" --env "JAVA_HOME_11_X64=${JAVA_HOME_11_X64}" --env "JAVA_HOME_17_X64=${JAVA_HOME_17_X64}" --env "JAVA_HOME_21_X64=${JAVA_HOME_21_X64}" --env "JAVA_HOME_25_X64=${JAVA_HOME_25_X64}" --env "JAVA_HOME_8_X64=${JAVA_HOME_8_X64}" --env "NVM_DIR=${NVM_DIR}" --env "PIPX_BIN_DIR=${PIPX_BIN_DIR}" --env "PIPX_HOME=${PIPX_HOME}" --env "RUSTUP_HOME=${RUSTUP_HOME}" --env "SELENIUM_JAR_PATH=${SELENIUM_JAR_PATH}" --env "SWIFT_PATH=${SWIFT_PATH}" --env "VCPKG_INSTALLATION_ROOT=${VCPKG_INSTALLATION_ROOT}" --env "GH_AW_TOOL_BINS=$GH_AW_TOOL_BINS" --tty --container-workdir "${GITHUB_WORKSPACE}" --mount /tmp:/tmp:rw --mount "${HOME}/.cache:${HOME}/.cache:rw" --mount "${GITHUB_WORKSPACE}:${GITHUB_WORKSPACE}:rw" --mount /opt/hostedtoolcache:/opt/hostedtoolcache:ro --mount /opt/gh-aw:/opt/gh-aw:ro --allow-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,files.pythonhosted.org,ghcr.io,github-cloud.githubusercontent.com,github-cloud.s3.amazonaws.com,github.com,host.docker.internal,json-schema.org,json.schemastore.org,keyserver.ubuntu.com,lfs.github.com,objects.githubusercontent.com,ocsp.digicert.com,ocsp.geotrust.com,ocsp.globalsign.com,ocsp.identrust.com,ocsp.sectigo.com,ocsp.ssl.com,ocsp.thawte.com,ocsp.usertrust.com,ocsp.verisign.com,packagecloud.io,packages.cloud.google.com,packages.microsoft.com,pip.pypa.io,playwright.download.prss.microsoft.com,ppa.launchpad.net,pypi.org,pypi.python.org,raw.githubusercontent.com,registry.npmjs.org,repo.anaconda.com,repo.continuum.io,s.symcb.com,s.symcd.com,security.ubuntu.com,sentry.io,statsig.anthropic.com,ts-crl.ws.symantec.com,ts-ocsp.ws.symantec.com' --log-level info --proxy-logs-dir /tmp/gh-aw/sandbox/firewall/logs --enable-host-access --image-tag 0.11.2 --agent-image act \
-- /bin/bash -c 'source /opt/gh-aw/actions/sanitize_path.sh "$GH_AW_TOOL_BINS$(find /opt/hostedtoolcache -maxdepth 4 -type d -name bin 2>/dev/null | tr '\''\n'\'' '\'':'\'')$PATH" && claude --print --disable-slash-commands --no-chrome --mcp-config /tmp/gh-aw/mcp-config/mcp-servers.json --allowed-tools '\''Bash,BashOutput,Edit,Edit(/tmp/gh-aw/cache-memory/*),ExitPlanMode,Glob,Grep,KillBash,LS,MultiEdit,MultiEdit(/tmp/gh-aw/cache-memory/*),NotebookEdit,NotebookRead,Read,Read(/tmp/gh-aw/cache-memory/*),Task,TodoWrite,Write,Write(/tmp/gh-aw/cache-memory/*),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'\'' --debug-file /tmp/gh-aw/agent-stdio.log --verbose --permission-mode bypassPermissions --output-format stream-json "$(cat /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_OAUTH_TOKEN: ${{ secrets.CLAUDE_CODE_OAUTH_TOKEN }}
DISABLE_BUG_COMMAND: 1
DISABLE_ERROR_REPORTING: 1
DISABLE_TELEMETRY: 1
GH_AW_ASSETS_ALLOWED_EXTS: ".png,.jpg,.jpeg"
GH_AW_ASSETS_BRANCH: "assets/${{ github.workflow }}"
GH_AW_ASSETS_MAX_SIZE_KB: 10240
GH_AW_MCP_CONFIG: /tmp/gh-aw/mcp-config/mcp-servers.json
GH_AW_MODEL_AGENT_CLAUDE: ${{ vars.GH_AW_MODEL_AGENT_CLAUDE || '' }}
GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt
GH_AW_SAFE_OUTPUTS: ${{ env.GH_AW_SAFE_OUTPUTS }}
GITHUB_WORKSPACE: ${{ github.workspace }}
MCP_TIMEOUT: 120000
MCP_TOOL_TIMEOUT: 60000
- 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: ${{ steps.start-mcp-gateway.outputs.gateway-pid }}
run: |
bash /opt/gh-aw/actions/stop_mcp_gateway.sh "$GATEWAY_PID"
- name: Redact secrets in logs
if: always()
uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8.0.0
with:
script: |
const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs');
setupGlobals(core, github, context, exec, io);
const { main } = require('/opt/gh-aw/actions/redact_secrets.cjs');
await main();
env:
GH_AW_SECRET_NAMES: 'ANTHROPIC_API_KEY,CLAUDE_CODE_OAUTH_TOKEN,GH_AW_GITHUB_MCP_SERVER_TOKEN,GH_AW_GITHUB_TOKEN,GITHUB_TOKEN'
SECRET_ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
SECRET_CLAUDE_CODE_OAUTH_TOKEN: ${{ secrets.CLAUDE_CODE_OAUTH_TOKEN }}
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: Upload Safe Outputs
if: always()
uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6.0.0
with:
name: safe-output
path: ${{ env.GH_AW_SAFE_OUTPUTS }}
if-no-files-found: warn
- name: Ingest agent output
id: collect_output
uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8.0.0
env:
GH_AW_SAFE_OUTPUTS: ${{ env.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,files.pythonhosted.org,ghcr.io,github-cloud.githubusercontent.com,github-cloud.s3.amazonaws.com,github.com,host.docker.internal,json-schema.org,json.schemastore.org,keyserver.ubuntu.com,lfs.github.com,objects.githubusercontent.com,ocsp.digicert.com,ocsp.geotrust.com,ocsp.globalsign.com,ocsp.identrust.com,ocsp.sectigo.com,ocsp.ssl.com,ocsp.thawte.com,ocsp.usertrust.com,ocsp.verisign.com,packagecloud.io,packages.cloud.google.com,packages.microsoft.com,pip.pypa.io,playwright.download.prss.microsoft.com,ppa.launchpad.net,pypi.org,pypi.python.org,raw.githubusercontent.com,registry.npmjs.org,repo.anaconda.com,repo.continuum.io,s.symcb.com,s.symcd.com,security.ubuntu.com,sentry.io,statsig.anthropic.com,ts-crl.ws.symantec.com,ts-ocsp.ws.symantec.com"
GITHUB_SERVER_URL: ${{ github.server_url }}
GITHUB_API_URL: ${{ github.api_url }}
with:
script: |
const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs');
setupGlobals(core, github, context, exec, io);
const { main } = require('/opt/gh-aw/actions/collect_ndjson_output.cjs');
await main();
- name: Upload sanitized agent output
if: always() && env.GH_AW_AGENT_OUTPUT
uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6.0.0
with:
name: agent-output
path: ${{ env.GH_AW_AGENT_OUTPUT }}
if-no-files-found: warn
- name: Parse agent logs for step summary
if: always()
uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8.0.0
env:
GH_AW_AGENT_OUTPUT: /tmp/gh-aw/agent-stdio.log
with:
script: |
const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs');
setupGlobals(core, github, context, exec, io);
const { main } = require('/opt/gh-aw/actions/parse_claude_log.cjs');
await main();
- name: Parse MCP gateway logs for step summary
if: always()
uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8.0.0
with:
script: |
const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs');
setupGlobals(core, github, context, exec, io);
const { main } = require('/opt/gh-aw/actions/parse_mcp_gateway_log.cjs');
await main();
- name: Print firewall logs
if: always()
continue-on-error: true
env:
AWF_LOGS_DIR: /tmp/gh-aw/sandbox/firewall/logs
run: |
# Fix permissions on firewall logs so they can be uploaded as artifacts
# AWF runs with sudo, creating files owned by root
sudo chmod -R a+r /tmp/gh-aw/sandbox/firewall/logs 2>/dev/null || true
awf logs summary | tee -a "$GITHUB_STEP_SUMMARY"
- name: Upload cache-memory data as artifact
uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6.0.0
if: always()
with:
name: cache-memory
path: /tmp/gh-aw/cache-memory
# Upload safe-outputs assets for upload_assets job
- name: Upload safe-outputs assets
if: always()
uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6.0.0
with:
name: safe-outputs-assets
path: /tmp/gh-aw/safeoutputs/assets/
retention-days: 1
if-no-files-found: ignore
- name: Upload agent artifacts
if: always()
continue-on-error: true
uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6.0.0
with:
name: agent-artifacts
path: |
/tmp/gh-aw/aw-prompts/prompt.txt
/tmp/gh-aw/aw_info.json
/tmp/gh-aw/mcp-logs/
/tmp/gh-aw/sandbox/firewall/logs/
/tmp/gh-aw/agent-stdio.log
if-no-files-found: ignore
conclusion:
needs:
- activation
- agent
- detection
- safe_outputs
- update_cache_memory
- upload_assets
if: (always()) && (needs.agent.result != 'skipped')
runs-on: ubuntu-slim
permissions:
contents: read
discussions: write
issues: write
pull-requests: write
outputs:
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@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6
with:
sparse-checkout: |
actions
persist-credentials: false
- name: Setup Scripts
uses: ./actions/setup
with:
destination: /opt/gh-aw/actions
- name: Debug job inputs
env:
COMMENT_ID: ${{ needs.activation.outputs.comment_id }}
COMMENT_REPO: ${{ needs.activation.outputs.comment_repo }}
AGENT_OUTPUT_TYPES: ${{ needs.agent.outputs.output_types }}
AGENT_CONCLUSION: ${{ needs.agent.result }}
run: |
echo "Comment ID: $COMMENT_ID"
echo "Comment Repo: $COMMENT_REPO"
echo "Agent Output Types: $AGENT_OUTPUT_TYPES"
echo "Agent Conclusion: $AGENT_CONCLUSION"
- name: Download agent output artifact
continue-on-error: true
uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v6.0.0
with:
name: agent-output
path: /tmp/gh-aw/safeoutputs/
- name: Setup agent output environment variable
run: |
mkdir -p /tmp/gh-aw/safeoutputs/
find "/tmp/gh-aw/safeoutputs/" -type f -print
echo "GH_AW_AGENT_OUTPUT=/tmp/gh-aw/safeoutputs/agent_output.json" >> "$GITHUB_ENV"
- name: Process No-Op Messages
id: noop
uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8.0.0
env:
GH_AW_AGENT_OUTPUT: ${{ env.GH_AW_AGENT_OUTPUT }}
GH_AW_NOOP_MAX: 1
GH_AW_WORKFLOW_NAME: "GitHub MCP Structural Analysis"
with:
github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
script: |
const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs');
setupGlobals(core, github, context, exec, io);
const { main } = require('/opt/gh-aw/actions/noop.cjs');
await main();
- name: Record Missing Tool
id: missing_tool
uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8.0.0
env:
GH_AW_AGENT_OUTPUT: ${{ env.GH_AW_AGENT_OUTPUT }}
GH_AW_WORKFLOW_NAME: "GitHub MCP Structural Analysis"
with:
github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
script: |
const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs');
setupGlobals(core, github, context, exec, io);
const { main } = require('/opt/gh-aw/actions/missing_tool.cjs');
await main();
- name: Handle Agent Failure
id: handle_agent_failure
uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8.0.0
env:
GH_AW_AGENT_OUTPUT: ${{ env.GH_AW_AGENT_OUTPUT }}
GH_AW_WORKFLOW_NAME: "GitHub MCP Structural Analysis"
GH_AW_RUN_URL: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}
GH_AW_AGENT_CONCLUSION: ${{ needs.agent.result }}
GH_AW_SECRET_VERIFICATION_RESULT: ${{ needs.agent.outputs.secret_verification_result }}
with:
github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
script: |
const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs');
setupGlobals(core, github, context, exec, io);
const { main } = require('/opt/gh-aw/actions/handle_agent_failure.cjs');
await main();
- name: Update reaction comment with completion status
id: conclusion
uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8.0.0
env:
GH_AW_AGENT_OUTPUT: ${{ env.GH_AW_AGENT_OUTPUT }}
GH_AW_COMMENT_ID: ${{ needs.activation.outputs.comment_id }}
GH_AW_COMMENT_REPO: ${{ needs.activation.outputs.comment_repo }}
GH_AW_RUN_URL: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}
GH_AW_WORKFLOW_NAME: "GitHub MCP Structural Analysis"
GH_AW_AGENT_CONCLUSION: ${{ needs.agent.result }}
GH_AW_DETECTION_CONCLUSION: ${{ needs.detection.result }}
with:
github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
script: |
const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs');
setupGlobals(core, github, context, exec, io);
const { main } = require('/opt/gh-aw/actions/notify_comment_error.cjs');
await main();
detection:
needs: agent
if: needs.agent.outputs.output_types != '' || needs.agent.outputs.has_patch == 'true'
runs-on: ubuntu-latest
permissions: {}
concurrency:
group: "gh-aw-claude-${{ github.workflow }}"
timeout-minutes: 10
outputs:
success: ${{ steps.parse_results.outputs.success }}
steps:
- name: Checkout actions folder
uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6
with:
sparse-checkout: |
actions
persist-credentials: false
- name: Setup Scripts
uses: ./actions/setup
with:
destination: /opt/gh-aw/actions
- name: Download agent artifacts
continue-on-error: true
uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v6.0.0
with:
name: agent-artifacts
path: /tmp/gh-aw/threat-detection/
- name: Download agent output artifact
continue-on-error: true
uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v6.0.0
with:
name: agent-output
path: /tmp/gh-aw/threat-detection/
- name: Echo agent output types
env:
AGENT_OUTPUT_TYPES: ${{ needs.agent.outputs.output_types }}
run: |
echo "Agent output-types: $AGENT_OUTPUT_TYPES"
- name: Setup threat detection
uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8.0.0
env:
WORKFLOW_NAME: "GitHub MCP Structural Analysis"
WORKFLOW_DESCRIPTION: "Structural analysis of GitHub MCP tool responses with schema evaluation and usefulness ratings for agentic work"
HAS_PATCH: ${{ needs.agent.outputs.has_patch }}
with:
script: |
const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs');
setupGlobals(core, github, context, exec, io);
const { main } = require('/opt/gh-aw/actions/setup_threat_detection.cjs');
await main();
- name: Ensure threat-detection directory and log
run: |
mkdir -p /tmp/gh-aw/threat-detection
touch /tmp/gh-aw/threat-detection/detection.log
- name: Validate CLAUDE_CODE_OAUTH_TOKEN or ANTHROPIC_API_KEY secret
id: validate-secret
run: /opt/gh-aw/actions/validate_multi_secret.sh CLAUDE_CODE_OAUTH_TOKEN ANTHROPIC_API_KEY 'Claude Code' https://githubnext.github.io/gh-aw/reference/engines/#anthropic-claude-code
env:
CLAUDE_CODE_OAUTH_TOKEN: ${{ secrets.CLAUDE_CODE_OAUTH_TOKEN }}
ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
- name: Setup Node.js
uses: actions/setup-node@395ad3262231945c25e8478fd5baf05154b1d79f # v6.1.0
with:
node-version: '24'
package-manager-cache: false
- name: Install Claude Code CLI
run: npm install -g --silent @anthropic-ai/claude-code@2.1.29
- name: Execute Claude Code CLI
id: agentic_execution
# Allowed tools (sorted):
# - Bash(cat)
# - Bash(grep)
# - Bash(head)
# - Bash(jq)
# - Bash(ls)
# - Bash(tail)
# - Bash(wc)
# - BashOutput
# - ExitPlanMode
# - Glob
# - Grep
# - KillBash
# - LS
# - NotebookRead
# - Read
# - Task
# - TodoWrite
timeout-minutes: 20
run: |
set -o pipefail
# Execute Claude Code CLI with prompt from file
source /opt/gh-aw/actions/sanitize_path.sh "$GH_AW_TOOL_BINS$(find /opt/hostedtoolcache -maxdepth 4 -type d -name bin 2>/dev/null | tr '\n' ':')$PATH" && claude --print --disable-slash-commands --no-chrome --allowed-tools 'Bash(cat),Bash(grep),Bash(head),Bash(jq),Bash(ls),Bash(tail),Bash(wc),BashOutput,ExitPlanMode,Glob,Grep,KillBash,LS,NotebookRead,Read,Task,TodoWrite' --debug-file /tmp/gh-aw/threat-detection/detection.log --verbose --permission-mode bypassPermissions --output-format stream-json "$(cat /tmp/gh-aw/aw-prompts/prompt.txt)"${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_OAUTH_TOKEN: ${{ secrets.CLAUDE_CODE_OAUTH_TOKEN }}
DISABLE_BUG_COMMAND: 1
DISABLE_ERROR_REPORTING: 1
DISABLE_TELEMETRY: 1
GH_AW_MODEL_DETECTION_CLAUDE: ${{ vars.GH_AW_MODEL_DETECTION_CLAUDE || '' }}
GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt
GITHUB_WORKSPACE: ${{ github.workspace }}
MCP_TIMEOUT: 120000
MCP_TOOL_TIMEOUT: 60000
- name: Parse threat detection results
id: parse_results
uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8.0.0
with:
script: |
const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs');
setupGlobals(core, github, context, exec, io);
const { main } = require('/opt/gh-aw/actions/parse_threat_detection_results.cjs');
await main();
- name: Upload threat detection log
if: always()
uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6.0.0
with:
name: threat-detection.log
path: /tmp/gh-aw/threat-detection/detection.log
if-no-files-found: ignore
safe_outputs:
needs:
- agent
- detection
if: ((!cancelled()) && (needs.agent.result != 'skipped')) && (needs.detection.outputs.success == 'true')
runs-on: ubuntu-slim
permissions:
contents: read
discussions: write
timeout-minutes: 15
env:
GH_AW_ENGINE_ID: "claude"
GH_AW_WORKFLOW_ID: "github-mcp-structural-analysis"
GH_AW_WORKFLOW_NAME: "GitHub MCP Structural Analysis"
outputs:
process_safe_outputs_processed_count: ${{ steps.process_safe_outputs.outputs.processed_count }}
process_safe_outputs_temporary_id_map: ${{ steps.process_safe_outputs.outputs.temporary_id_map }}
steps:
- name: Checkout actions folder
uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6
with:
sparse-checkout: |
actions
persist-credentials: false
- name: Setup Scripts
uses: ./actions/setup
with:
destination: /opt/gh-aw/actions
- name: Download agent output artifact
continue-on-error: true
uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v6.0.0
with:
name: agent-output
path: /tmp/gh-aw/safeoutputs/
- name: Setup agent output environment variable
run: |
mkdir -p /tmp/gh-aw/safeoutputs/
find "/tmp/gh-aw/safeoutputs/" -type f -print
echo "GH_AW_AGENT_OUTPUT=/tmp/gh-aw/safeoutputs/agent_output.json" >> "$GITHUB_ENV"
- name: Process Safe Outputs
id: process_safe_outputs
uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8.0.0
env:
GH_AW_AGENT_OUTPUT: ${{ env.GH_AW_AGENT_OUTPUT }}
GH_AW_SAFE_OUTPUTS_HANDLER_CONFIG: "{\"create_discussion\":{\"category\":\"audits\",\"close_older_discussions\":true,\"expires\":168,\"max\":1,\"title_prefix\":\"[mcp-analysis] \"},\"missing_data\":{},\"missing_tool\":{}}"
with:
github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
script: |
const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs');
setupGlobals(core, github, context, exec, io);
const { main } = require('/opt/gh-aw/actions/safe_output_handler_manager.cjs');
await main();
update_cache_memory:
needs:
- agent
- detection
if: always() && needs.detection.outputs.success == 'true'
runs-on: ubuntu-latest
permissions:
contents: read
steps:
- name: Checkout actions folder
uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6
with:
sparse-checkout: |
actions
persist-credentials: false
- name: Setup Scripts
uses: ./actions/setup
with:
destination: /opt/gh-aw/actions
- name: Download cache-memory artifact (default)
uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v6.0.0
continue-on-error: true
with:
name: cache-memory
path: /tmp/gh-aw/cache-memory
- name: Save cache-memory to cache (default)
uses: actions/cache/save@0057852bfaa89a56745cba8c7296529d2fc39830 # v4.3.0
with:
key: memory-${{ github.workflow }}-${{ github.run_id }}
path: /tmp/gh-aw/cache-memory
upload_assets:
needs:
- agent
- detection
if: ((!cancelled()) && (needs.agent.result != 'skipped')) && (contains(needs.agent.outputs.output_types, 'upload_asset'))
runs-on: ubuntu-slim
permissions:
contents: write
timeout-minutes: 10
outputs:
branch_name: ${{ steps.upload_assets.outputs.branch_name }}
published_count: ${{ steps.upload_assets.outputs.published_count }}
steps:
- name: Checkout actions folder
uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6
with:
sparse-checkout: |
actions
persist-credentials: false
- name: Setup Scripts
uses: ./actions/setup
with:
destination: /opt/gh-aw/actions
- name: Checkout repository
uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6
with:
persist-credentials: false
fetch-depth: 0
- name: Configure Git credentials
env:
REPO_NAME: ${{ github.repository }}
SERVER_URL: ${{ github.server_url }}
run: |
git config --global user.email "github-actions[bot]@users.noreply.github.com"
git config --global user.name "github-actions[bot]"
# Re-authenticate git with GitHub token
SERVER_URL_STRIPPED="${SERVER_URL#https://}"
git remote set-url origin "https://x-access-token:${{ github.token }}@${SERVER_URL_STRIPPED}/${REPO_NAME}.git"
echo "Git configured with standard GitHub Actions identity"
- name: Download assets
continue-on-error: true
uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v6.0.0
with:
name: safe-outputs-assets
path: /tmp/gh-aw/safeoutputs/assets/
- name: List downloaded asset files
continue-on-error: true
run: |
echo "Downloaded asset files:"
find /tmp/gh-aw/safeoutputs/assets/ -maxdepth 1 -ls
- name: Download agent output artifact
continue-on-error: true
uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v6.0.0
with:
name: agent-output
path: /tmp/gh-aw/safeoutputs/
- name: Setup agent output environment variable
run: |
mkdir -p /tmp/gh-aw/safeoutputs/
find "/tmp/gh-aw/safeoutputs/" -type f -print
echo "GH_AW_AGENT_OUTPUT=/tmp/gh-aw/safeoutputs/agent_output.json" >> "$GITHUB_ENV"
- name: Upload Assets to Orphaned Branch
id: upload_assets
uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8.0.0
env:
GH_AW_AGENT_OUTPUT: ${{ env.GH_AW_AGENT_OUTPUT }}
GH_AW_ASSETS_BRANCH: "assets/${{ github.workflow }}"
GH_AW_ASSETS_MAX_SIZE_KB: 10240
GH_AW_ASSETS_ALLOWED_EXTS: ".png,.jpg,.jpeg"
GH_AW_WORKFLOW_NAME: "GitHub MCP Structural Analysis"
GH_AW_ENGINE_ID: "claude"
with:
github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
script: |
const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs');
setupGlobals(core, github, context, exec, io);
const { main } = require('/opt/gh-aw/actions/upload_assets.cjs');
await main();