はじめに
サーバーワークスの宮本です。去る 2026-02-16、GitHub Agentic Workflows がテクニカルプレビューとなりました。
GitHub Agentic Workflows （以下、 Agentic Workflows）とは、簡単にいうと Markdown 形式で記述したワークフローをAIエージェントが実行する自動化機能です。
本記事では、公式ドキュメントの Quick Start に沿って Agentic Workflows を試します。
利用にあたっての前提
Agentic Workflows 利用の前提条件は以下の通りです
- GitHub Copilot、Anthropic Claude、OpenAI Codex のいずれかを利用できること。今回は GitHub Copilot で試します
- Write 権限以上を持つリポジトリ
- GitHub Actions が有効になっているリポジトリ
- GitHub CLI (gh) v2.0.0+ がインストール済みであること
- 対応 OS は Linux、macOS、Windows with WSL
Agentic Workflows 拡張機能のインストール
以下コマンドで GitHub CLI の Agentic Workflows 拡張機能をインストールします。
gh extension install github/gh-aw
サンプルワークフローの作成
ワークフローは1から作成することもできますが、特定ユースケースをウィザード形式で作成することが可能です。本記事ではリポジトリに対するデイリーレポートを作成するウィザードを試します。
gh aw add-wizard githubnext/agentics/daily-repo-status
使用する AI Agent を選択します。今回は GitHub Copilot を選択します。
🚀 Welcome to GitHub Agentic Workflows! This tool will walk you through adding an automated workflow to your repository. ℹ This workflow creates daily repo status reports. It gathers recent repository activity (issues, PRs, discussions, releases, code changes) and generates engaging GitHub issues with productivity insights, community highlights, and project recommendations. ✓ Target repository: t3yamoto/gt ✓ Working directory is clean ┃ Which coding agent would you like to use? ┃ This determines which coding agent processes your workflows ┃ > GitHub Copilot - GitHub Copilot CLI with agent support [no secret] ┃ Claude - Anthropic Claude Code coding agent [no secret] ┃ Codex - OpenAI Codex/GPT engine [no secret]
GitHub Copilot 利用の場合、fine-grained Personal Access Token (PAT) が必要となります。
GitHub Copilot requires a fine-grained Personal Access Token (PAT) with 'Copilot requests' permissions. Please create a token at: ⚡ https://github.com/settings/personal-access-tokens/new Configure the token with: • Token name: Agentic Workflows Copilot • Expiration: 90 days (recommended for testing) • Resource owner: Your personal account • Repository access: "Public repositories" (you must use this setting for Copilot Requests permission to appear) • Add permissions → Copilot Requests: Read-only If you run into trouble see https://github.github.com/gh-aw/reference/auth/#copilot_github_token. ┃ After creating, please paste your fine-grained Copilot PAT: ┃ Must start with 'github_pat_'. Classic PATs (ghp_...) are not supported. ┃ >
https://github.com/settings/personal-access-tokens/new から作成が可能です。以下の内容で作成しました。
デイリーレポート作成のための以下ワークフローファイルが自動で作成され、PR 作成・マージまでが行われます。
If you run into trouble see https://github.github.com/gh-aw/reference/auth/#copilot_github_token. ✓ Valid fine-grained Copilot token received ✓ Uploaded COPILOT_GITHUB_TOKEN secret to repository The following workflow files will be added: • .github/workflows/daily-repo-status.md • .github/workflows/daily-repo-status.lock.yml ┃ Do you want to proceed with these changes? ┃ A pull request will be created and merged automatically ┃ ┃ Yes, create and merge No, cancel ✓ Created pull request https://github.com/t3yamoto/gt/pull/1 ✓ Merged pull request https://github.com/t3yamoto/gt/pull/1
なお、作成されるワークフローは以下2ファイルです。（クリックで展開）
.github/workflows/daily-repo-status.md
Markdown 形式でワークフローの内容を記述します。フロントマター部分には実行タイミングやワークフローに与える権限などを記載し、Markdown 部分にワークフローで実行したい内容を自然言語で記述します。今回はウィザードで作成しましたが、独自のフローを作成したい場合は、このファイルに相当するファイルを作成する必要があります。
--- description: | This workflow creates daily repo status reports. It gathers recent repository activity (issues, PRs, discussions, releases, code changes) and generates engaging GitHub issues with productivity insights, community highlights, and project recommendations. on: schedule: daily workflow_dispatch: permissions: contents: read issues: read pull-requests: read network: defaults tools: github: # If in a public repo, setting `lockdown: false` allows # reading issues, pull requests and comments from 3rd-parties # If in a private repo this has no particular effect. lockdown: false safe-outputs: mentions: false allowed-github-references: [] create-issue: title-prefix: "[repo-status] " labels: [report, daily-status] source: githubnext/agentics/workflows/daily-repo-status.md@442992eda2ccb11ee75a39c019ec6d38ae5a84a2 engine: copilot --- # Daily Repo Status Create an upbeat daily status report for the repo as a GitHub issue. ## What to include - Recent repository activity (issues, PRs, discussions, releases, code changes) - Progress tracking, goal reminders and highlights - Project status and recommendations - Actionable next steps for maintainers ## Style - Be positive, encouraging, and helpful 🌟 - Use emojis moderately for engagement - Keep it concise - adjust length based on actual activity ## Process 1. Gather recent activity from the repository 2. Study the repository, its issues and its pull requests 3. Create a new GitHub issue with your findings and insights
.github/workflows/daily-repo-status.lock.yml
こちらが実際に動作するワークフローの定義です。冒頭に記載がありますが、Agentic Workflows 拡張機能により自動生成されるため編集してはいけません。このファイルは .github/workflows/daily-repo-status.md をソースとして gh aw compile コマンドにより作成されるためです。そのため、Markdown ファイルのフロントマター部分を変更する度に gh aw compile の実行が必要です。なお、自然言語で記述する Markdown 部分は実行時に動的に読み込まれるため、変更の都度 gh aw compile する必要はありません。
#
# ___ _ _
# / _ \ | | (_)
# | |_| | __ _ ___ _ __ | |_ _ ___
# | _ |/ _` |/ _ \ '_ \| __| |/ __|
# | | | | (_| | __/ | | | |_| | (__
# \_| |_/\__, |\___|_| |_|\__|_|\___|
# __/ |
# _ _ |___/
# | | | | / _| |
# | | | | ___ _ __ _ __| |_| | _____ ____
# | |/\| |/ _ \ '__| |/ /| _| |/ _ \ \ /\ / / ___|
# \ /\ / (_) | | | | ( | | | | (_) \ V V /\__ \
# \/ \/ \___/|_| |_|\_\|_| |_|\___/ \_/\_/ |___/
#
# This file was automatically generated by gh-aw (v0.50.7). DO NOT EDIT.
#
# To update this file, edit githubnext/agentics/workflows/daily-repo-status.md@442992eda2ccb11ee75a39c019ec6d38ae5a84a2 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/
#
# This workflow creates daily repo status reports. It gathers recent repository
# activity (issues, PRs, discussions, releases, code changes) and generates
# engaging GitHub issues with productivity insights, community highlights,
# and project recommendations.
#
# Source: githubnext/agentics/workflows/daily-repo-status.md@442992eda2ccb11ee75a39c019ec6d38ae5a84a2
#
# gh-aw-metadata: {"schema_version":"v1","frontmatter_hash":"44589f9d0d11dbf2be0a771ebac7ede5717e856175407247658c4be5f07735c6","compiler_version":"v0.50.7"}
name: "Daily Repo Status"
"on":
schedule:
- cron: "5 4 * * *"
# Friendly format: daily (scattered)
workflow_dispatch:
permissions: {}
concurrency:
group: "gh-aw-${{ github.workflow }}"
run-name: "Daily Repo Status"
jobs:
activation:
runs-on: ubuntu-slim
permissions:
contents: read
outputs:
comment_id: ""
comment_repo: ""
secret_verification_result: ${{ steps.validate-secret.outputs.verification_result }}
steps:
- name: Setup Scripts
uses: github/gh-aw/actions/setup@9cbca3cd9be433a23a38e4da332635097fd40251 # v0.50.7
with:
destination: /opt/gh-aw/actions
- name: Validate COPILOT_GITHUB_TOKEN secret
id: validate-secret
run: /opt/gh-aw/actions/validate_multi_secret.sh COPILOT_GITHUB_TOKEN 'GitHub Copilot CLI' https://github.github.com/gh-aw/reference/engines/#github-copilot-default
env:
COPILOT_GITHUB_TOKEN: ${{ secrets.COPILOT_GITHUB_TOKEN }}
- name: Validate context variables
uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
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/validate_context_variables.cjs');
await main();
- name: Checkout .github and .agents folders
uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
with:
sparse-checkout: |
.github
.agents
fetch-depth: 1
persist-credentials: false
- name: Check workflow file timestamps
uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
env:
GH_AW_WORKFLOW_FILE: "daily-repo-status.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();
- 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: ${{ github.workspace }}
run: |
bash /opt/gh-aw/actions/create_prompt_first.sh
{
cat << 'GH_AW_PROMPT_EOF'
<system>
GH_AW_PROMPT_EOF
cat "/opt/gh-aw/prompts/xpia.md"
cat "/opt/gh-aw/prompts/temp_folder_prompt.md"
cat "/opt/gh-aw/prompts/markdown.md"
cat "/opt/gh-aw/prompts/safe_outputs_prompt.md"
cat << 'GH_AW_PROMPT_EOF'
<safe-output-tools>
Tools: create_issue, missing_tool, missing_data, noop
</safe-output-tools>
<github-context>
The following GitHub context information is available for this workflow:
{{#if __GH_AW_GITHUB_ACTOR__ }}
- **actor**: __GH_AW_GITHUB_ACTOR__
{{/if}}
{{#if __GH_AW_GITHUB_REPOSITORY__ }}
- **repository**: __GH_AW_GITHUB_REPOSITORY__
{{/if}}
{{#if __GH_AW_GITHUB_WORKSPACE__ }}
- **workspace**: __GH_AW_GITHUB_WORKSPACE__
{{/if}}
{{#if __GH_AW_GITHUB_EVENT_ISSUE_NUMBER__ }}
- **issue-number**: #__GH_AW_GITHUB_EVENT_ISSUE_NUMBER__
{{/if}}
{{#if __GH_AW_GITHUB_EVENT_DISCUSSION_NUMBER__ }}
- **discussion-number**: #__GH_AW_GITHUB_EVENT_DISCUSSION_NUMBER__
{{/if}}
{{#if __GH_AW_GITHUB_EVENT_PULL_REQUEST_NUMBER__ }}
- **pull-request-number**: #__GH_AW_GITHUB_EVENT_PULL_REQUEST_NUMBER__
{{/if}}
{{#if __GH_AW_GITHUB_EVENT_COMMENT_ID__ }}
- **comment-id**: __GH_AW_GITHUB_EVENT_COMMENT_ID__
{{/if}}
{{#if __GH_AW_GITHUB_RUN_ID__ }}
- **workflow-run-id**: __GH_AW_GITHUB_RUN_ID__
{{/if}}
</github-context>
GH_AW_PROMPT_EOF
cat << 'GH_AW_PROMPT_EOF'
</system>
GH_AW_PROMPT_EOF
cat << 'GH_AW_PROMPT_EOF'
{{#runtime-import .github/workflows/daily-repo-status.md}}
GH_AW_PROMPT_EOF
} > "$GH_AW_PROMPT"
- name: Interpolate variables and render templates
uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
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: Substitute placeholders
uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
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: ${{ github.workspace }}
with:
script: |
const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs');
setupGlobals(core, github, context, exec, io);
const substitutePlaceholders = require('/opt/gh-aw/actions/substitute_placeholders.cjs');
// Call the substitution function
return await substitutePlaceholders({
file: process.env.GH_AW_PROMPT,
substitutions: {
GH_AW_GITHUB_ACTOR: process.env.GH_AW_GITHUB_ACTOR,
GH_AW_GITHUB_EVENT_COMMENT_ID: process.env.GH_AW_GITHUB_EVENT_COMMENT_ID,
GH_AW_GITHUB_EVENT_DISCUSSION_NUMBER: process.env.GH_AW_GITHUB_EVENT_DISCUSSION_NUMBER,
GH_AW_GITHUB_EVENT_ISSUE_NUMBER: process.env.GH_AW_GITHUB_EVENT_ISSUE_NUMBER,
GH_AW_GITHUB_EVENT_PULL_REQUEST_NUMBER: process.env.GH_AW_GITHUB_EVENT_PULL_REQUEST_NUMBER,
GH_AW_GITHUB_REPOSITORY: process.env.GH_AW_GITHUB_REPOSITORY,
GH_AW_GITHUB_RUN_ID: process.env.GH_AW_GITHUB_RUN_ID,
GH_AW_GITHUB_WORKSPACE: process.env.GH_AW_GITHUB_WORKSPACE
}
});
- name: Validate prompt placeholders
env:
GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt
run: bash /opt/gh-aw/actions/validate_prompt_placeholders.sh
- name: Print prompt
env:
GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt
run: bash /opt/gh-aw/actions/print_prompt_summary.sh
- name: Upload prompt artifact
if: success()
uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6
with:
name: prompt
path: /tmp/gh-aw/aw-prompts/prompt.txt
retention-days: 1
agent:
needs: activation
runs-on: ubuntu-latest
permissions:
contents: read
issues: read
pull-requests: read
concurrency:
group: "gh-aw-copilot-${{ 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_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
GH_AW_WORKFLOW_ID_SANITIZED: dailyrepostatus
outputs:
checkout_pr_success: ${{ steps.checkout-pr.outputs.checkout_pr_success || 'true' }}
detection_conclusion: ${{ steps.detection_conclusion.outputs.conclusion }}
detection_success: ${{ steps.detection_conclusion.outputs.success }}
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 }}
steps:
- name: Setup Scripts
uses: github/gh-aw/actions/setup@9cbca3cd9be433a23a38e4da332635097fd40251 # v0.50.7
with:
destination: /opt/gh-aw/actions
- name: Checkout repository
uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
with:
persist-credentials: false
- name: Create gh-aw temp directory
run: bash /opt/gh-aw/actions/create_gh_aw_tmp_dir.sh
- name: Configure Git credentials
env:
REPO_NAME: ${{ github.repository }}
SERVER_URL: ${{ github.server_url }}
run: |
git config --global user.email "github-actions[bot]@users.noreply.github.com"
git config --global user.name "github-actions[bot]"
git config --global am.keepcr true
# Re-authenticate git with GitHub token
SERVER_URL_STRIPPED="${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@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
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: Generate agentic run info
id: generate_aw_info
uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
with:
script: |
const fs = require('fs');
const awInfo = {
engine_id: "copilot",
engine_name: "GitHub Copilot CLI",
model: process.env.GH_AW_MODEL_AGENT_COPILOT || "",
version: "",
agent_version: "0.0.419",
cli_version: "v0.50.7",
workflow_name: "Daily Repo Status",
experimental: false,
supports_tools_allowlist: 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"],
firewall_enabled: true,
awf_version: "v0.23.0",
awmg_version: "v0.1.6",
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: Install GitHub Copilot CLI
run: /opt/gh-aw/actions/install_copilot_cli.sh 0.0.419
- name: Install awf binary
run: bash /opt/gh-aw/actions/install_awf_binary.sh v0.23.0
- name: Download container images
run: bash /opt/gh-aw/actions/download_docker_images.sh ghcr.io/github/gh-aw-firewall/agent:0.23.0 ghcr.io/github/gh-aw-firewall/api-proxy:0.23.0 ghcr.io/github/gh-aw-firewall/squid:0.23.0 ghcr.io/github/gh-aw-mcpg:v0.1.6 ghcr.io/github/github-mcp-server:v0.31.0 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 << 'GH_AW_SAFE_OUTPUTS_CONFIG_EOF'
{"create_issue":{"max":1},"mentions":{"enabled":false},"missing_data":{},"missing_tool":{},"noop":{"max":1}}
GH_AW_SAFE_OUTPUTS_CONFIG_EOF
cat > /opt/gh-aw/safeoutputs/tools.json << 'GH_AW_SAFE_OUTPUTS_TOOLS_EOF'
[
{
"description": "Create a new GitHub issue for tracking bugs, feature requests, or tasks. Use this for actionable work items that need assignment, labeling, and status tracking. For reports, announcements, or status updates that don't require task tracking, use create_discussion instead. CONSTRAINTS: Maximum 1 issue(s) can be created. Title will be prefixed with \"[repo-status] \". Labels [report daily-status] will be automatically added.",
"inputSchema": {
"additionalProperties": false,
"properties": {
"body": {
"description": "Detailed issue description in Markdown. Do NOT repeat the title as a heading since it already appears as the issue's h1. Include context, reproduction steps, or acceptance criteria as appropriate.",
"type": "string"
},
"labels": {
"description": "Labels to categorize the issue (e.g., 'bug', 'enhancement'). Labels must exist in the repository.",
"items": {
"type": "string"
},
"type": "array"
},
"parent": {
"description": "Parent issue number for creating sub-issues. This is the numeric ID from the GitHub URL (e.g., 42 in github.com/owner/repo/issues/42). Can also be a temporary_id (e.g., 'aw_abc123', 'aw_Test123') from a previously created issue in the same workflow run.",
"type": [
"number",
"string"
]
},
"temporary_id": {
"description": "Unique temporary identifier for referencing this issue before it's created. Format: 'aw_' followed by 3 to 8 alphanumeric characters (e.g., 'aw_abc1', 'aw_Test123'). Use '#aw_ID' in body text to reference other issues by their temporary_id; these are replaced with actual issue numbers after creation.",
"pattern": "^aw_[A-Za-z0-9]{3,8}$",
"type": "string"
},
"title": {
"description": "Concise issue title summarizing the bug, feature, or task. The title appears as the main heading, so keep it brief and descriptive.",
"type": "string"
}
},
"required": [
"title",
"body"
],
"type": "object"
},
"name": "create_issue"
},
{
"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"
}
]
GH_AW_SAFE_OUTPUTS_TOOLS_EOF
cat > /opt/gh-aw/safeoutputs/validation.json << 'GH_AW_SAFE_OUTPUTS_VALIDATION_EOF'
{
"create_issue": {
"defaultMax": 1,
"fields": {
"body": {
"required": true,
"type": "string",
"sanitize": true,
"maxLength": 65000
},
"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
}
}
}
}
GH_AW_SAFE_OUTPUTS_VALIDATION_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)
# 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_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 DEBUG
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_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_SERVER_TOKEN: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN || secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
run: |
set -eo pipefail
mkdir -p /tmp/gh-aw/mcp-config
# Export gateway environment variables for MCP config and gateway script
export MCP_GATEWAY_PORT="80"
export MCP_GATEWAY_DOMAIN="host.docker.internal"
MCP_GATEWAY_API_KEY=$(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 DEBUG="*"
export GH_AW_ENGINE="copilot"
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 MCP_GATEWAY_PAYLOAD_DIR -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 /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:v0.1.6'
mkdir -p /home/runner/.copilot
cat << GH_AW_MCP_CONFIG_EOF | bash /opt/gh-aw/actions/start_mcp_gateway.sh
{
"mcpServers": {
"github": {
"type": "stdio",
"container": "ghcr.io/github/github-mcp-server:v0.31.0",
"env": {
"GITHUB_PERSONAL_ACCESS_TOKEN": "\${GITHUB_MCP_SERVER_TOKEN}",
"GITHUB_READ_ONLY": "1",
"GITHUB_TOOLSETS": "context,repos,issues,pull_requests"
}
},
"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": "${MCP_GATEWAY_API_KEY}",
"payloadDir": "${MCP_GATEWAY_PAYLOAD_DIR}"
}
}
GH_AW_MCP_CONFIG_EOF
- name: Generate workflow overview
uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
with:
script: |
const { generateWorkflowOverview } = require('/opt/gh-aw/actions/generate_workflow_overview.cjs');
await generateWorkflowOverview(core);
- name: Download prompt artifact
uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v6
with:
name: prompt
path: /tmp/gh-aw/aw-prompts
- name: Clean git credentials
run: bash /opt/gh-aw/actions/clean_git_credentials.sh
- name: Execute GitHub Copilot CLI
id: agentic_execution
# Copilot CLI tool arguments (sorted):
timeout-minutes: 20
run: |
set -o pipefail
# shellcheck disable=SC1003
sudo -E awf --env-all --container-workdir "${GITHUB_WORKSPACE}" --allow-domains "api.business.githubcopilot.com,api.enterprise.githubcopilot.com,api.github.com,api.githubcopilot.com,api.individual.githubcopilot.com,api.snapcraft.io,archive.ubuntu.com,azure.archive.ubuntu.com,crl.geotrust.com,crl.globalsign.com,crl.identrust.com,crl.sectigo.com,crl.thawte.com,crl.usertrust.com,crl.verisign.com,crl3.digicert.com,crl4.digicert.com,crls.ssl.com,github.com,host.docker.internal,json-schema.org,json.schemastore.org,keyserver.ubuntu.com,ocsp.digicert.com,ocsp.geotrust.com,ocsp.globalsign.com,ocsp.identrust.com,ocsp.sectigo.com,ocsp.ssl.com,ocsp.thawte.com,ocsp.usertrust.com,ocsp.verisign.com,packagecloud.io,packages.cloud.google.com,packages.microsoft.com,ppa.launchpad.net,raw.githubusercontent.com,registry.npmjs.org,s.symcb.com,s.symcd.com,security.ubuntu.com,telemetry.enterprise.githubcopilot.com,ts-crl.ws.symantec.com,ts-ocsp.ws.symantec.com" --log-level info --proxy-logs-dir /tmp/gh-aw/sandbox/firewall/logs --enable-host-access --image-tag 0.23.0 --skip-pull --enable-api-proxy \
-- /bin/bash -c '/usr/local/bin/copilot --add-dir /tmp/gh-aw/ --log-level all --log-dir /tmp/gh-aw/sandbox/agent/logs/ --add-dir "${GITHUB_WORKSPACE}" --disable-builtin-mcps --allow-all-tools --allow-all-paths --prompt "$(cat /tmp/gh-aw/aw-prompts/prompt.txt)"${GH_AW_MODEL_AGENT_COPILOT:+ --model "$GH_AW_MODEL_AGENT_COPILOT"}' 2>&1 | tee -a /tmp/gh-aw/agent-stdio.log
env:
COPILOT_AGENT_RUNNER_TYPE: STANDALONE
COPILOT_GITHUB_TOKEN: ${{ secrets.COPILOT_GITHUB_TOKEN }}
GH_AW_MCP_CONFIG: /home/runner/.copilot/mcp-config.json
GH_AW_MODEL_AGENT_COPILOT: ${{ vars.GH_AW_MODEL_AGENT_COPILOT || '' }}
GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt
GH_AW_SAFE_OUTPUTS: ${{ env.GH_AW_SAFE_OUTPUTS }}
GITHUB_API_URL: ${{ github.api_url }}
GITHUB_HEAD_REF: ${{ github.head_ref }}
GITHUB_MCP_SERVER_TOKEN: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN || secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
GITHUB_REF_NAME: ${{ github.ref_name }}
GITHUB_SERVER_URL: ${{ github.server_url }}
GITHUB_STEP_SUMMARY: ${{ env.GITHUB_STEP_SUMMARY }}
GITHUB_WORKSPACE: ${{ github.workspace }}
XDG_CONFIG_HOME: /home/runner
- name: Configure Git credentials
env:
REPO_NAME: ${{ github.repository }}
SERVER_URL: ${{ github.server_url }}
run: |
git config --global user.email "github-actions[bot]@users.noreply.github.com"
git config --global user.name "github-actions[bot]"
git config --global am.keepcr true
# Re-authenticate git with GitHub token
SERVER_URL_STRIPPED="${SERVER_URL#https://}"
git remote set-url origin "https://x-access-token:${{ github.token }}@${SERVER_URL_STRIPPED}/${REPO_NAME}.git"
echo "Git configured with standard GitHub Actions identity"
- name: Copy Copilot session state files to logs
if: always()
continue-on-error: true
run: |
# Copy Copilot session state files to logs folder for artifact collection
# This ensures they are in /tmp/gh-aw/ where secret redaction can scan them
SESSION_STATE_DIR="$HOME/.copilot/session-state"
LOGS_DIR="/tmp/gh-aw/sandbox/agent/logs"
if [ -d "$SESSION_STATE_DIR" ]; then
echo "Copying Copilot session state files from $SESSION_STATE_DIR to $LOGS_DIR"
mkdir -p "$LOGS_DIR"
cp -v "$SESSION_STATE_DIR"/*.jsonl "$LOGS_DIR/" 2>/dev/null || true
echo "Session state files copied successfully"
else
echo "No session-state directory found at $SESSION_STATE_DIR"
fi
- 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
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: 'COPILOT_GITHUB_TOKEN,GH_AW_GITHUB_MCP_SERVER_TOKEN,GH_AW_GITHUB_TOKEN,GITHUB_TOKEN'
SECRET_COPILOT_GITHUB_TOKEN: ${{ secrets.COPILOT_GITHUB_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
with:
name: safe-output
path: ${{ env.GH_AW_SAFE_OUTPUTS }}
if-no-files-found: warn
- name: Ingest agent output
id: collect_output
if: always()
uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
env:
GH_AW_SAFE_OUTPUTS: ${{ env.GH_AW_SAFE_OUTPUTS }}
GH_AW_ALLOWED_DOMAINS: "api.business.githubcopilot.com,api.enterprise.githubcopilot.com,api.github.com,api.githubcopilot.com,api.individual.githubcopilot.com,api.snapcraft.io,archive.ubuntu.com,azure.archive.ubuntu.com,crl.geotrust.com,crl.globalsign.com,crl.identrust.com,crl.sectigo.com,crl.thawte.com,crl.usertrust.com,crl.verisign.com,crl3.digicert.com,crl4.digicert.com,crls.ssl.com,github.com,host.docker.internal,json-schema.org,json.schemastore.org,keyserver.ubuntu.com,ocsp.digicert.com,ocsp.geotrust.com,ocsp.globalsign.com,ocsp.identrust.com,ocsp.sectigo.com,ocsp.ssl.com,ocsp.thawte.com,ocsp.usertrust.com,ocsp.verisign.com,packagecloud.io,packages.cloud.google.com,packages.microsoft.com,ppa.launchpad.net,raw.githubusercontent.com,registry.npmjs.org,s.symcb.com,s.symcd.com,security.ubuntu.com,telemetry.enterprise.githubcopilot.com,ts-crl.ws.symantec.com,ts-ocsp.ws.symantec.com"
GH_AW_ALLOWED_GITHUB_REFS: ""
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
with:
name: agent-output
path: ${{ env.GH_AW_AGENT_OUTPUT }}
if-no-files-found: warn
- name: Upload engine output files
uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6
with:
name: agent_outputs
path: |
/tmp/gh-aw/sandbox/agent/logs/
/tmp/gh-aw/redacted-urls.log
if-no-files-found: ignore
- name: Parse agent logs for step summary
if: always()
uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
env:
GH_AW_AGENT_OUTPUT: /tmp/gh-aw/sandbox/agent/logs/
with:
script: |
const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs');
setupGlobals(core, github, context, exec, io);
const { main } = require('/opt/gh-aw/actions/parse_copilot_log.cjs');
await main();
- name: Parse MCP Gateway logs for step summary
if: always()
uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
with:
script: |
const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs');
setupGlobals(core, github, context, exec, io);
const { main } = require('/opt/gh-aw/actions/parse_mcp_gateway_log.cjs');
await main();
- name: Print firewall logs
if: always()
continue-on-error: true
env:
AWF_LOGS_DIR: /tmp/gh-aw/sandbox/firewall/logs
run: |
# Fix permissions on firewall logs so they can be uploaded as artifacts
# AWF runs with sudo, creating files owned by root
sudo chmod -R a+r /tmp/gh-aw/sandbox/firewall/logs 2>/dev/null || true
# Only run awf logs summary if awf command exists (it may not be installed if workflow failed before install step)
if command -v awf &> /dev/null; then
awf logs summary | tee -a "$GITHUB_STEP_SUMMARY"
else
echo 'AWF binary not installed, skipping firewall log summary'
fi
- name: Upload agent artifacts
if: always()
continue-on-error: true
uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6
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
/tmp/gh-aw/agent/
if-no-files-found: ignore
# --- Threat Detection (inline) ---
- name: Check if detection needed
id: detection_guard
if: always()
env:
OUTPUT_TYPES: ${{ steps.collect_output.outputs.output_types }}
HAS_PATCH: ${{ steps.collect_output.outputs.has_patch }}
run: |
if [[ -n "$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" >> "$GITHUB_OUTPUT"
echo "Detection skipped: no agent outputs or patches to analyze"
fi
- name: Clear MCP configuration for detection
if: always() && steps.detection_guard.outputs.run_detection == 'true'
run: |
rm -f /tmp/gh-aw/mcp-config/mcp-servers.json
rm -f /home/runner/.copilot/mcp-config.json
rm -f "$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
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@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
env:
WORKFLOW_NAME: "Daily Repo Status"
WORKFLOW_DESCRIPTION: "This workflow creates daily repo status reports. It gathers recent repository\nactivity (issues, PRs, discussions, releases, code changes) and generates\nengaging GitHub issues with productivity insights, community highlights,\nand project recommendations."
HAS_PATCH: ${{ steps.collect_output.outputs.has_patch }}
with:
script: |
const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs');
setupGlobals(core, github, context, exec, io);
const { main } = require('/opt/gh-aw/actions/setup_threat_detection.cjs');
await main();
- name: Ensure threat-detection directory and log
if: always() && steps.detection_guard.outputs.run_detection == 'true'
run: |
mkdir -p /tmp/gh-aw/threat-detection
touch /tmp/gh-aw/threat-detection/detection.log
- name: Execute GitHub Copilot CLI
if: always() && steps.detection_guard.outputs.run_detection == 'true'
id: detection_agentic_execution
# Copilot CLI tool arguments (sorted):
# --allow-tool shell(cat)
# --allow-tool shell(grep)
# --allow-tool shell(head)
# --allow-tool shell(jq)
# --allow-tool shell(ls)
# --allow-tool shell(tail)
# --allow-tool shell(wc)
timeout-minutes: 20
run: |
set -o pipefail
# shellcheck disable=SC1003
sudo -E awf --env-all --container-workdir "${GITHUB_WORKSPACE}" --allow-domains "api.business.githubcopilot.com,api.enterprise.githubcopilot.com,api.github.com,api.githubcopilot.com,api.individual.githubcopilot.com,github.com,host.docker.internal,raw.githubusercontent.com,registry.npmjs.org,telemetry.enterprise.githubcopilot.com" --log-level info --proxy-logs-dir /tmp/gh-aw/sandbox/firewall/logs --enable-host-access --image-tag 0.23.0 --skip-pull --enable-api-proxy \
-- /bin/bash -c '/usr/local/bin/copilot --add-dir /tmp/gh-aw/ --log-level all --log-dir /tmp/gh-aw/sandbox/agent/logs/ --add-dir "${GITHUB_WORKSPACE}" --disable-builtin-mcps --allow-tool '\''shell(cat)'\'' --allow-tool '\''shell(grep)'\'' --allow-tool '\''shell(head)'\'' --allow-tool '\''shell(jq)'\'' --allow-tool '\''shell(ls)'\'' --allow-tool '\''shell(tail)'\'' --allow-tool '\''shell(wc)'\'' --prompt "$(cat /tmp/gh-aw/aw-prompts/prompt.txt)"${GH_AW_MODEL_DETECTION_COPILOT:+ --model "$GH_AW_MODEL_DETECTION_COPILOT"}' 2>&1 | tee -a /tmp/gh-aw/threat-detection/detection.log
env:
COPILOT_AGENT_RUNNER_TYPE: STANDALONE
COPILOT_GITHUB_TOKEN: ${{ secrets.COPILOT_GITHUB_TOKEN }}
GH_AW_MODEL_DETECTION_COPILOT: ${{ vars.GH_AW_MODEL_DETECTION_COPILOT || '' }}
GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt
GITHUB_API_URL: ${{ github.api_url }}
GITHUB_HEAD_REF: ${{ github.head_ref }}
GITHUB_REF_NAME: ${{ github.ref_name }}
GITHUB_SERVER_URL: ${{ github.server_url }}
GITHUB_STEP_SUMMARY: ${{ env.GITHUB_STEP_SUMMARY }}
GITHUB_WORKSPACE: ${{ github.workspace }}
XDG_CONFIG_HOME: /home/runner
- name: Parse threat detection results
id: parse_detection_results
if: always() && steps.detection_guard.outputs.run_detection == 'true'
uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
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() && steps.detection_guard.outputs.run_detection == 'true'
uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6
with:
name: threat-detection.log
path: /tmp/gh-aw/threat-detection/detection.log
if-no-files-found: ignore
- name: Set detection conclusion
id: detection_conclusion
if: always()
env:
RUN_DETECTION: ${{ steps.detection_guard.outputs.run_detection }}
DETECTION_SUCCESS: ${{ steps.parse_detection_results.outputs.success }}
run: |
if [[ "$RUN_DETECTION" != "true" ]]; then
echo "conclusion=skipped" >> "$GITHUB_OUTPUT"
echo "success=true" >> "$GITHUB_OUTPUT"
echo "Detection was not needed, marking as skipped"
elif [[ "$DETECTION_SUCCESS" == "true" ]]; then
echo "conclusion=success" >> "$GITHUB_OUTPUT"
echo "success=true" >> "$GITHUB_OUTPUT"
echo "Detection passed successfully"
else
echo "conclusion=failure" >> "$GITHUB_OUTPUT"
echo "success=false" >> "$GITHUB_OUTPUT"
echo "Detection found issues"
fi
conclusion:
needs:
- activation
- agent
- safe_outputs
if: (always()) && (needs.agent.result != 'skipped')
runs-on: ubuntu-slim
permissions:
contents: read
issues: write
outputs:
noop_message: ${{ steps.noop.outputs.noop_message }}
tools_reported: ${{ steps.missing_tool.outputs.tools_reported }}
total_count: ${{ steps.missing_tool.outputs.total_count }}
steps:
- name: Setup Scripts
uses: github/gh-aw/actions/setup@9cbca3cd9be433a23a38e4da332635097fd40251 # v0.50.7
with:
destination: /opt/gh-aw/actions
- name: Download agent output artifact
continue-on-error: true
uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v6
with:
name: agent-output
path: /tmp/gh-aw/safeoutputs/
- name: Setup agent output environment variable
run: |
mkdir -p /tmp/gh-aw/safeoutputs/
find "/tmp/gh-aw/safeoutputs/" -type f -print
echo "GH_AW_AGENT_OUTPUT=/tmp/gh-aw/safeoutputs/agent_output.json" >> "$GITHUB_ENV"
- name: Process No-Op Messages
id: noop
uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
env:
GH_AW_AGENT_OUTPUT: ${{ env.GH_AW_AGENT_OUTPUT }}
GH_AW_NOOP_MAX: "1"
GH_AW_WORKFLOW_NAME: "Daily Repo Status"
GH_AW_WORKFLOW_SOURCE: "githubnext/agentics/workflows/daily-repo-status.md@442992eda2ccb11ee75a39c019ec6d38ae5a84a2"
GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/githubnext/agentics/tree/442992eda2ccb11ee75a39c019ec6d38ae5a84a2/workflows/daily-repo-status.md"
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
env:
GH_AW_AGENT_OUTPUT: ${{ env.GH_AW_AGENT_OUTPUT }}
GH_AW_WORKFLOW_NAME: "Daily Repo Status"
GH_AW_WORKFLOW_SOURCE: "githubnext/agentics/workflows/daily-repo-status.md@442992eda2ccb11ee75a39c019ec6d38ae5a84a2"
GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/githubnext/agentics/tree/442992eda2ccb11ee75a39c019ec6d38ae5a84a2/workflows/daily-repo-status.md"
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
env:
GH_AW_AGENT_OUTPUT: ${{ env.GH_AW_AGENT_OUTPUT }}
GH_AW_WORKFLOW_NAME: "Daily Repo Status"
GH_AW_WORKFLOW_SOURCE: "githubnext/agentics/workflows/daily-repo-status.md@442992eda2ccb11ee75a39c019ec6d38ae5a84a2"
GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/githubnext/agentics/tree/442992eda2ccb11ee75a39c019ec6d38ae5a84a2/workflows/daily-repo-status.md"
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-repo-status"
GH_AW_SECRET_VERIFICATION_RESULT: ${{ needs.activation.outputs.secret_verification_result }}
GH_AW_CHECKOUT_PR_SUCCESS: ${{ needs.agent.outputs.checkout_pr_success }}
GH_AW_GROUP_REPORTS: "false"
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: Handle No-Op Message
id: handle_noop_message
uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
env:
GH_AW_AGENT_OUTPUT: ${{ env.GH_AW_AGENT_OUTPUT }}
GH_AW_WORKFLOW_NAME: "Daily Repo Status"
GH_AW_WORKFLOW_SOURCE: "githubnext/agentics/workflows/daily-repo-status.md@442992eda2ccb11ee75a39c019ec6d38ae5a84a2"
GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/githubnext/agentics/tree/442992eda2ccb11ee75a39c019ec6d38ae5a84a2/workflows/daily-repo-status.md"
GH_AW_RUN_URL: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}
GH_AW_AGENT_CONCLUSION: ${{ needs.agent.result }}
GH_AW_NOOP_MESSAGE: ${{ steps.noop.outputs.noop_message }}
GH_AW_NOOP_REPORT_AS_ISSUE: "true"
with:
github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
script: |
const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs');
setupGlobals(core, github, context, exec, io);
const { main } = require('/opt/gh-aw/actions/handle_noop_message.cjs');
await main();
safe_outputs:
needs: agent
if: ((!cancelled()) && (needs.agent.result != 'skipped')) && (needs.agent.outputs.detection_success == 'true')
runs-on: ubuntu-slim
permissions:
contents: read
issues: write
timeout-minutes: 15
env:
GH_AW_ENGINE_ID: "copilot"
GH_AW_WORKFLOW_ID: "daily-repo-status"
GH_AW_WORKFLOW_NAME: "Daily Repo Status"
GH_AW_WORKFLOW_SOURCE: "githubnext/agentics/workflows/daily-repo-status.md@442992eda2ccb11ee75a39c019ec6d38ae5a84a2"
GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/githubnext/agentics/tree/442992eda2ccb11ee75a39c019ec6d38ae5a84a2/workflows/daily-repo-status.md"
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 }}
process_safe_outputs_processed_count: ${{ steps.process_safe_outputs.outputs.processed_count }}
process_safe_outputs_temporary_id_map: ${{ steps.process_safe_outputs.outputs.temporary_id_map }}
steps:
- name: Setup Scripts
uses: github/gh-aw/actions/setup@9cbca3cd9be433a23a38e4da332635097fd40251 # v0.50.7
with:
destination: /opt/gh-aw/actions
- name: Download agent output artifact
continue-on-error: true
uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v6
with:
name: agent-output
path: /tmp/gh-aw/safeoutputs/
- name: Setup agent output environment variable
run: |
mkdir -p /tmp/gh-aw/safeoutputs/
find "/tmp/gh-aw/safeoutputs/" -type f -print
echo "GH_AW_AGENT_OUTPUT=/tmp/gh-aw/safeoutputs/agent_output.json" >> "$GITHUB_ENV"
- name: Process Safe Outputs
id: process_safe_outputs
uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
env:
GH_AW_AGENT_OUTPUT: ${{ env.GH_AW_AGENT_OUTPUT }}
GH_AW_ALLOWED_DOMAINS: "api.business.githubcopilot.com,api.enterprise.githubcopilot.com,api.github.com,api.githubcopilot.com,api.individual.githubcopilot.com,api.snapcraft.io,archive.ubuntu.com,azure.archive.ubuntu.com,crl.geotrust.com,crl.globalsign.com,crl.identrust.com,crl.sectigo.com,crl.thawte.com,crl.usertrust.com,crl.verisign.com,crl3.digicert.com,crl4.digicert.com,crls.ssl.com,github.com,host.docker.internal,json-schema.org,json.schemastore.org,keyserver.ubuntu.com,ocsp.digicert.com,ocsp.geotrust.com,ocsp.globalsign.com,ocsp.identrust.com,ocsp.sectigo.com,ocsp.ssl.com,ocsp.thawte.com,ocsp.usertrust.com,ocsp.verisign.com,packagecloud.io,packages.cloud.google.com,packages.microsoft.com,ppa.launchpad.net,raw.githubusercontent.com,registry.npmjs.org,s.symcb.com,s.symcd.com,security.ubuntu.com,telemetry.enterprise.githubcopilot.com,ts-crl.ws.symantec.com,ts-ocsp.ws.symantec.com"
GITHUB_SERVER_URL: ${{ github.server_url }}
GITHUB_API_URL: ${{ github.api_url }}
GH_AW_SAFE_OUTPUTS_HANDLER_CONFIG: "{\"create_issue\":{\"labels\":[\"report\",\"daily-status\"],\"max\":1,\"title_prefix\":\"[repo-status] \"},\"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();
- name: Upload safe output items manifest
if: always()
uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6
with:
name: safe-output-items
path: /tmp/safe-output-items.jsonl
if-no-files-found: warn
ワークフローが利用可能な状態となりました。実行するか尋ねられるので、Yes を選択します。
✓ Workflow is ready ┃ Would you like to run the workflow once now? ┃ This will trigger the workflow immediately ┃ ┃ Yes, run once now No, I'll run later ℹ Running workflow... ⚡ Equivalent command: gh aw run daily-repo-status --repo t3yamoto/gt --engine copilot ℹ https://github.com/t3yamoto/gt/actions/runs/22517453161 ✓ Successfully triggered workflow: daily-repo-status.lock.yml ✓ Found workflow run ℹ 🔗 View workflow run: https://github.com/t3yamoto/gt/actions/runs/22517453161 ℹ 💡 To analyze this run, use: gh aw audit 22517453161 ℹ Waiting for workflow completion... ✓ Found workflow run ✓ Workflow triggered successfully! 🔗 View workflow run: https://github.com/t3yamoto/gt/actions/runs/22517453161 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ ✓ 🎉 Addition complete! ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ The workflow 'daily-repo-status' has been added to the repository and will now run automatically. ℹ This workflow creates daily repo status reports. It gathers recent repository activity (issues, PRs, discussions, releases, code changes) and generates engaging GitHub issues with productivity insights, community highlights, and project recommendations. Useful commands: ⚡ gh aw status # Check workflow status ⚡ gh aw run <workflow> # Trigger a workflow ⚡ gh aw logs # View workflow logs Learn more at: https://github.github.com/gh-aw/
ワークフローの実行が終了し、デイリーレポートが作成されました。
まとめ
簡単ですが Agentic Workflows を試しました。自然言語でリポジトリに関するタスクを記述できるので、複雑なタスクの実装も気軽にトライできそうです。公式ドキュメントには様々なサンプルが用意されているので、眺めることでアイデアを得られそうです。
