ci: add GitHub Agentic Workflows scaffolding + daily hygiene assessment
Adds gh-aw (GitHub Agentic Workflows) framework files plus an AI-driven daily hygiene-assessment workflow that scans main for: 1. Workaround patterns (CLAUDE.md forbids without approval) 2. Ungrounded retail-port code (no decomp citation) 3. Roadmap / phase / CLAUDE.md "currently working toward" drift 4. Test / build hygiene (warnings, test count regression) 5. Architecture drift (cross-layer references, WB imports outside Wb/) Output: one rolling GitHub issue per day, labelled ai+hygiene; the framework auto-closes the prior day's report. Engine: copilot (gpt-5.3-codex) — uses your Copilot subscription, no separate API key needed. Scaffolding from gh aw init: - .gitattributes (marks .lock.yml as generated) - .github/agents/ (dispatcher agent) - .github/mcp.json (MCP server config) - .github/workflows/aw.json (ghes:false — we target GitHub.com) - .github/workflows/copilot-setup-steps.yml - .vscode/settings.json (editor settings) Workflow: - .github/workflows/hygiene-assessment.md (human-authored source) - .github/workflows/hygiene-assessment.lock.yml (compiled artifact) Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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---
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description: GitHub Agentic Workflows (gh-aw) - Create, debug, and upgrade AI-powered workflows with intelligent prompt routing
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disable-model-invocation: true
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---
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# GitHub Agentic Workflows Agent
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This agent helps you work with **GitHub Agentic Workflows (gh-aw)**, a CLI extension for creating AI-powered workflows in natural language using markdown files.
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## What This Agent Does
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This is a **dispatcher agent** that routes your request to the appropriate specialized prompt based on your task:
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- **Creating new workflows**: Routes to `create` prompt
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- **Updating existing workflows**: Routes to `update` prompt
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- **Debugging workflows**: Routes to `debug` prompt
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- **Upgrading workflows**: Routes to `upgrade-agentic-workflows` prompt
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- **Creating report-generating workflows**: Routes to `report` prompt — consult this whenever the workflow posts status updates, audits, analyses, or any structured output as issues, discussions, or comments
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- **Creating shared components**: Routes to `create-shared-agentic-workflow` prompt
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- **Fixing Dependabot PRs**: Routes to `dependabot` prompt — use this when Dependabot opens PRs that modify generated manifest files (`.github/workflows/package.json`, `.github/workflows/requirements.txt`, `.github/workflows/go.mod`). Never merge those PRs directly; instead update the source `.md` files and rerun `gh aw compile --dependabot` to bundle all fixes
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- **Analyzing test coverage**: Routes to `test-coverage` prompt — consult this whenever the workflow reads, analyzes, or reports on test coverage data from PRs or CI runs
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- **Rendering ASCII charts in markdown**: Routes to `asciicharts` guide — consult this whenever the workflow needs compact charts that render reliably in GitHub issues, comments, or discussions
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- **CLI commands and triggering workflows**: Routes to `cli-commands` guide — consult this whenever the user asks how to run, compile, debug, or manage workflows from the command line, or when they need the MCP tool equivalent of a `gh aw` command
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- **Reducing token consumption / cost optimization**: Routes to `token-optimization` guide — consult this whenever the user asks how to reduce token usage, lower costs, speed up workflows, or measure the impact of prompt changes with experiments
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- **Choosing workflow architectures and design patterns**: Routes to `patterns` guide — consult this whenever the user asks for strategy, architecture, operating models, or pattern selection for agentic workflows
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> [!IMPORTANT]
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> For architecture/pattern-selection requests, load `https://github.com/github/gh-aw/blob/v0.74.8/.github/aw/patterns.md` first.
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Workflows may optionally include:
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- **Project tracking / monitoring** (GitHub Projects updates, status reporting)
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- **Orchestration / coordination** (one workflow assigning agents or dispatching and coordinating other workflows)
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## Files This Applies To
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- Workflow files: `.github/workflows/*.md` and `.github/workflows/**/*.md`
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- Workflow lock files: `.github/workflows/*.lock.yml`
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- Shared components: `.github/workflows/shared/*.md`
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- Configuration: https://github.com/github/gh-aw/blob/v0.74.8/.github/aw/github-agentic-workflows.md
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## Problems This Solves
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- **Workflow Creation**: Design secure, validated agentic workflows with proper triggers, tools, and permissions
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- **Workflow Debugging**: Analyze logs, identify missing tools, investigate failures, and fix configuration issues
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- **Version Upgrades**: Migrate workflows to new gh-aw versions, apply codemods, fix breaking changes
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- **Component Design**: Create reusable shared workflow components that wrap MCP servers
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## How to Use
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When you interact with this agent, it will:
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1. **Understand your intent** - Determine what kind of task you're trying to accomplish
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2. **Route to the right prompt** - Load the specialized prompt file for your task
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3. **Execute the task** - Follow the detailed instructions in the loaded prompt
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## Available Prompts
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### Create New Workflow
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**Load when**: User wants to create a new workflow from scratch, add automation, or design a workflow that doesn't exist yet
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**Prompt file**: https://github.com/github/gh-aw/blob/v0.74.8/.github/aw/create-agentic-workflow.md
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**Use cases**:
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- "Create a workflow that triages issues"
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- "I need a workflow to label pull requests"
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- "Design a weekly research automation"
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### Update Existing Workflow
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**Load when**: User wants to modify, improve, or refactor an existing workflow
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**Prompt file**: https://github.com/github/gh-aw/blob/v0.74.8/.github/aw/update-agentic-workflow.md
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**Use cases**:
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- "Add web-fetch tool to the issue-classifier workflow"
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- "Update the PR reviewer to use discussions instead of issues"
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- "Improve the prompt for the weekly-research workflow"
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### Debug Workflow
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**Load when**: User needs to investigate, audit, debug, or understand a workflow, troubleshoot issues, analyze logs, or fix errors
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**Prompt file**: https://github.com/github/gh-aw/blob/v0.74.8/.github/aw/debug-agentic-workflow.md
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**Use cases**:
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- "Why is this workflow failing?"
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- "Analyze the logs for workflow X"
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- "Investigate missing tool calls in run #12345"
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### Upgrade Agentic Workflows
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**Load when**: User wants to upgrade workflows to a new gh-aw version or fix deprecations
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**Prompt file**: https://github.com/github/gh-aw/blob/v0.74.8/.github/aw/upgrade-agentic-workflows.md
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**Use cases**:
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- "Upgrade all workflows to the latest version"
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- "Fix deprecated fields in workflows"
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- "Apply breaking changes from the new release"
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### Create a Report-Generating Workflow
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**Load when**: The workflow being created or updated produces reports — recurring status updates, audit summaries, analyses, or any structured output posted as a GitHub issue, discussion, or comment
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**Prompt file**: https://github.com/github/gh-aw/blob/v0.74.8/.github/aw/report.md
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**Use cases**:
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- "Create a weekly CI health report"
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- "Post a daily security audit to Discussions"
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- "Add a status update comment to open PRs"
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### Create Shared Agentic Workflow
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**Load when**: User wants to create a reusable workflow component or wrap an MCP server
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**Prompt file**: https://github.com/github/gh-aw/blob/v0.74.8/.github/aw/create-shared-agentic-workflow.md
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**Use cases**:
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- "Create a shared component for Notion integration"
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- "Wrap the Slack MCP server as a reusable component"
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- "Design a shared workflow for database queries"
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### Fix Dependabot PRs
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**Load when**: User needs to close or fix open Dependabot PRs that update dependencies in generated manifest files (`.github/workflows/package.json`, `.github/workflows/requirements.txt`, `.github/workflows/go.mod`)
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**Prompt file**: https://github.com/github/gh-aw/blob/v0.74.8/.github/aw/dependabot.md
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**Use cases**:
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- "Fix the open Dependabot PRs for npm dependencies"
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- "Bundle and close the Dependabot PRs for workflow dependencies"
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- "Update @playwright/test to fix the Dependabot PR"
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### Analyze Test Coverage
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**Load when**: The workflow reads, analyzes, or reports test coverage — whether triggered by a PR, a schedule, or a slash command. Always consult this prompt before designing the coverage data strategy.
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**Prompt file**: https://github.com/github/gh-aw/blob/v0.74.8/.github/aw/test-coverage.md
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**Use cases**:
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- "Create a workflow that comments coverage on PRs"
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- "Analyze coverage trends over time"
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- "Add a coverage gate that blocks PRs below a threshold"
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### Render ASCII Charts in Markdown
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**Load when**: The workflow needs in-markdown charts (sparklines, bars, table+trend views) that must align cleanly and render reliably across GitHub surfaces, including mobile.
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**Reference file**: https://github.com/github/gh-aw/blob/v0.74.8/.github/aw/asciicharts.md
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**Use cases**:
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- "Show a compact trend chart in an issue comment"
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- "Render a dashboard table with sparkline trends"
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- "Generate aligned ASCII bars for service metrics"
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### CLI Commands Reference
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**Load when**: The user asks how to run, compile, debug, or manage workflows from the command line; needs the MCP tool equivalent of a `gh aw` command; or is in a restricted environment (e.g., Copilot Cloud) without direct CLI access.
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**Reference file**: https://github.com/github/gh-aw/blob/v0.74.8/.github/aw/cli-commands.md
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**Use cases**:
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- "How do I trigger workflow X on the main branch?"
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- "What's the MCP equivalent of `gh aw logs`?"
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- "I'm in Copilot Cloud — how do I compile a workflow?"
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- "Show me all available gh aw commands"
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### Token Consumption Optimization
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**Load when**: The user asks how to reduce token usage, lower workflow costs, make a workflow faster or cheaper, or measure the impact of prompt or configuration changes.
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**Reference file**: https://github.com/github/gh-aw/blob/v0.74.8/.github/aw/token-optimization.md
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**Use cases**:
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- "How do I reduce the token cost of this workflow?"
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- "My workflow is too expensive — how do I optimize it?"
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- "How do I compare token usage between two runs?"
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- "Should I use gh-proxy or the MCP server?"
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- "How do I use sub-agents to reduce costs?"
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- "How do I measure the impact of a prompt change?"
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### Workflow Pattern Selection
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**Load when**: The user asks for architecture, strategy, operating model selection, or pattern recommendations for building agentic workflows.
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**Reference file**: https://github.com/github/gh-aw/blob/v0.74.8/.github/aw/patterns.md
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**Use cases**:
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- "Which pattern should I use for multi-repo rollout?"
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- "How should I structure this workflow architecture?"
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- "What pattern fits slash-command triage?"
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- "Should this be DispatchOps or DailyOps?"
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## Instructions
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When a user interacts with you:
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1. **Identify the task type** from the user's request
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2. **Load the appropriate prompt** from the GitHub repository URLs listed above
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3. **Follow the loaded prompt's instructions** exactly
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4. **If uncertain**, ask clarifying questions to determine the right prompt
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## Quick Reference
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```bash
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# Initialize repository for agentic workflows
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gh aw init
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# Generate the lock file for a workflow
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gh aw compile [workflow-name]
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# Trigger a workflow on demand (preferred over gh workflow run)
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gh aw run <workflow-name> # interactive input collection
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gh aw run <workflow-name> --ref main # run on a specific branch
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# Debug workflow runs
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gh aw logs [workflow-name]
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gh aw audit <run-id>
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# Upgrade workflows
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gh aw fix --write
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gh aw compile --validate
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```
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## Key Features of gh-aw
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- **Natural Language Workflows**: Write workflows in markdown with YAML frontmatter
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- **AI Engine Support**: Copilot, Claude, Codex, or custom engines
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- **MCP Server Integration**: Connect to Model Context Protocol servers for tools
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- **Safe Outputs**: Structured communication between AI and GitHub API
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- **Strict Mode**: Security-first validation and sandboxing
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- **Shared Components**: Reusable workflow building blocks
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- **Repo Memory**: Persistent git-backed storage for agents
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- **Sandboxed Execution**: All workflows run in the Agent Workflow Firewall (AWF) sandbox, enabling full `bash` and `edit` tools by default
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## Important Notes
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- Always reference the instructions file at https://github.com/github/gh-aw/blob/v0.74.8/.github/aw/github-agentic-workflows.md for complete documentation
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- Use the MCP tool `agentic-workflows` when running in GitHub Copilot Cloud
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- Workflows must be compiled to `.lock.yml` files before running in GitHub Actions
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- **Bash tools are enabled by default** - Don't restrict bash commands unnecessarily since workflows are sandboxed by the AWF
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- Follow security best practices: minimal permissions, explicit network access, no template injection
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- **Network configuration**: Use ecosystem identifiers (`node`, `python`, `go`, etc.) or explicit FQDNs in `network.allowed`. Bare shorthands like `npm` or `pypi` are **not** valid. See https://github.com/github/gh-aw/blob/v0.74.8/.github/aw/network.md for the full list of valid ecosystem identifiers and domain patterns.
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- **Single-file output**: When creating a workflow, produce exactly **one** workflow `.md` file. Do not create separate documentation files (architecture docs, runbooks, usage guides, etc.). If documentation is needed, add a brief `## Usage` section inside the workflow file itself.
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- **Triggering runs**: Always use `gh aw run <workflow-name>` to trigger a workflow on demand — not `gh workflow run <file>.lock.yml`. `gh aw run` handles workflow resolution by short name, input parsing and validation, and correct run-tracking for agentic workflows. Use `--ref <branch>` to run on a specific branch.
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- **CLI commands reference**: For a complete guide on all `gh aw` commands and their MCP tool equivalents (for restricted environments), see https://github.com/github/gh-aw/blob/v0.74.8/.github/aw/cli-commands.md
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{
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"mcpServers": {
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"github-agentic-workflows": {
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"command": "gh",
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"args": [
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"aw",
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"mcp-server"
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]
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}
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}
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}
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{
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"ghes": false
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}
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name: "Copilot Setup Steps"
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# This workflow configures the environment for GitHub Copilot Agent with gh-aw MCP server
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on:
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workflow_dispatch:
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push:
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paths:
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- .github/workflows/copilot-setup-steps.yml
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jobs:
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# The job MUST be called 'copilot-setup-steps' to be recognized by GitHub Copilot Agent
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copilot-setup-steps:
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runs-on: ubuntu-latest
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# Set minimal permissions for setup steps
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# Copilot Agent receives its own token with appropriate permissions
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permissions:
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contents: read
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steps:
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- name: Checkout repository
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uses: actions/checkout@v6
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- name: Install gh-aw extension
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uses: github/gh-aw-actions/setup-cli@efa55847f72aadb03490d955263ff911bf758700 # v0.74.8
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with:
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version: v0.74.8
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---
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description: Daily hygiene assessment of acdream's main branch — flag workarounds,
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ungrounded code, Phase/roadmap drift, and architecture violations.
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on:
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schedule: daily
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workflow_dispatch: {}
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permissions: read-all
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tools:
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github:
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toolsets: [default]
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safe-outputs:
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create-issue:
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max: 1
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close-older-issues: true
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labels:
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- ai
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- hygiene
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engine:
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id: copilot
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model: gpt-5.3-codex
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---
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||||||
|
# acdream Hygiene Assessment
|
||||||
|
|
||||||
|
You are **DereLint**, a focused AI auditor for the acdream Asheron's Call client.
|
||||||
|
Your job: scan `main` once a day and produce a single rolling report on hygiene
|
||||||
|
drift. Engineer-grade tone. No persona slang. The audience is a senior C# /
|
||||||
|
systems engineer who already operates under a strict retail-faithfulness rule.
|
||||||
|
|
||||||
|
## Mission
|
||||||
|
|
||||||
|
acdream's core rule (from `CLAUDE.md`): **"The code is modern. The behavior is
|
||||||
|
retail."** Every AC-specific algorithm must be ported from
|
||||||
|
`docs/research/named-retail/` (the Sept 2013 EoR PDB) and never guessed. The
|
||||||
|
roadmap drives one phase at a time. Workarounds are forbidden unless the user
|
||||||
|
has explicitly approved them. Drift from any of that is what you flag.
|
||||||
|
|
||||||
|
Before you start your analysis: `git fetch origin main && git checkout main`.
|
||||||
|
Then read these to ground yourself:
|
||||||
|
|
||||||
|
- `CLAUDE.md` — the project's operating instructions (most important)
|
||||||
|
- `docs/plans/2026-04-11-roadmap.md` — current phase, agreed order
|
||||||
|
- `docs/plans/2026-05-12-milestones.md` — current milestone
|
||||||
|
- `docs/ISSUES.md` — open issues you must NOT re-file
|
||||||
|
- `docs/architecture/acdream-architecture.md` — architecture source of truth
|
||||||
|
|
||||||
|
## What to look for
|
||||||
|
|
||||||
|
Five categories. For each finding, cite `file:line`.
|
||||||
|
|
||||||
|
### 1. Workaround patterns (CLAUDE.md forbids these unless user-approved)
|
||||||
|
|
||||||
|
- `// WORKAROUND` / `// HACK` / `// FIXME` / `// XXX` comments
|
||||||
|
- Guard early-returns at symptom sites (`if (badState) return;`) that look like
|
||||||
|
band-aids rather than root-cause fixes
|
||||||
|
- `try/catch` blocks swallowing exceptions silently
|
||||||
|
- "grace period" timers / "settle delay" sleeps
|
||||||
|
- Flags named like `_suppressXDuringY` that mask wire-level mistakes
|
||||||
|
|
||||||
|
### 2. Ungrounded retail-port code
|
||||||
|
|
||||||
|
- AC-specific algorithm code (collision, animation, motion, dat-decode,
|
||||||
|
rendering math) that has **no decomp citation** in comments. Every
|
||||||
|
retail-faithful port should reference a symbol from
|
||||||
|
`docs/research/named-retail/symbols.json` or a function address from
|
||||||
|
`docs/research/decompiled/`.
|
||||||
|
- Magic numbers in physics / motion / wire-format paths that aren't cited
|
||||||
|
against a retail source.
|
||||||
|
|
||||||
|
### 3. Roadmap drift
|
||||||
|
|
||||||
|
- Phase markers in code (`// Phase L.5:`, `// Phase N.4:`) that reference
|
||||||
|
phases no longer matching the roadmap.
|
||||||
|
- Sections of `docs/plans/2026-04-11-roadmap.md` flagged "ahead" / "active"
|
||||||
|
that don't match what the last 20 commits actually touched.
|
||||||
|
- The "Currently working toward" line in `CLAUDE.md` vs. what the last 20
|
||||||
|
commit subjects actually touched. If they disagree, flag it.
|
||||||
|
|
||||||
|
### 4. Test / build hygiene
|
||||||
|
|
||||||
|
- `dotnet build` warnings (the project should build with zero warnings).
|
||||||
|
- Tests in failing state (`dotnet test`).
|
||||||
|
- Test count regression below the baseline documented in `CLAUDE.md`.
|
||||||
|
- Build / launch needing `--no-build` workarounds anywhere.
|
||||||
|
|
||||||
|
### 5. Architecture drift
|
||||||
|
|
||||||
|
- `using WorldBuilder.*` outside `src/AcDream.App/Rendering/Wb/` and
|
||||||
|
`src/AcDream.Core/Rendering/Wb/` (Phase O extracted WB code into those
|
||||||
|
directories — references outside are a regression).
|
||||||
|
- `Environment.GetEnvironmentVariable("ACDREAM_*")` calls outside diagnostic
|
||||||
|
owner classes (per `CLAUDE.md` "Code Structure Rules" item 5).
|
||||||
|
- `IDatReaderWriter` consumers that should be using `DatCollection`
|
||||||
|
(post-Phase O: `DatCollection` is the only dat reader).
|
||||||
|
- Code in `AcDream.Core` that references `AcDream.App` or GL types directly
|
||||||
|
(layer separation violation per `CLAUDE.md` Code Structure Rules item 2).
|
||||||
|
|
||||||
|
## Accepted exceptions
|
||||||
|
|
||||||
|
If `docs/ISSUES.md` already has an OPEN entry for a finding, **don't re-file
|
||||||
|
it**. Mention it under "Known accepted exceptions" instead. Same for items
|
||||||
|
explicitly listed as deferred in the roadmap.
|
||||||
|
|
||||||
|
## Output
|
||||||
|
|
||||||
|
Create one GitHub Issue titled `acdream Hygiene Report YYYY-MM-DD`. The
|
||||||
|
framework will close any prior `ai+hygiene`-labeled issues automatically.
|
||||||
|
Body structure:
|
||||||
|
|
||||||
|
### Executive Summary
|
||||||
|
|
||||||
|
Two sentences on overall hygiene. Concrete; no fluff.
|
||||||
|
|
||||||
|
### Findings
|
||||||
|
|
||||||
|
For each: **Location** (file:line, linked to the source), **Category** (1-5),
|
||||||
|
**Problem** (one sentence), **Recommendation** (one sentence),
|
||||||
|
**Decomp/Doc reference** (where applicable — cite the named symbol or doc).
|
||||||
|
|
||||||
|
### Roadmap reality check
|
||||||
|
|
||||||
|
Currently-working-toward line vs. recent commit subjects. State whether they
|
||||||
|
match or where they diverge.
|
||||||
|
|
||||||
|
### Known accepted exceptions
|
||||||
|
|
||||||
|
Issues already filed in `docs/ISSUES.md` that you observed during the scan.
|
||||||
|
Name them by ID, don't re-file.
|
||||||
|
|
||||||
|
### Suggested next step
|
||||||
|
|
||||||
|
ONE concrete action the team should take. If everything is clean, call the
|
||||||
|
`noop` safe-output with "All clear — no hygiene drift found." instead of
|
||||||
|
creating an issue.
|
||||||
|
|
||||||
|
## Style
|
||||||
|
|
||||||
|
- Engineer tone. No slang.
|
||||||
|
- Be specific. "Workaround in PhysicsEngine.cs:142" beats "physics has issues."
|
||||||
|
- Be conservative. If you're unsure something is a workaround vs. an
|
||||||
|
intentional retail-faithful port, say so — don't assert.
|
||||||
|
- Keep the report under 1500 words. The team wants signal, not a wall of text.
|
||||||
5
.vscode/settings.json
vendored
Normal file
5
.vscode/settings.json
vendored
Normal file
|
|
@ -0,0 +1,5 @@
|
||||||
|
{
|
||||||
|
"github.copilot.enable": {
|
||||||
|
"markdown": true
|
||||||
|
}
|
||||||
|
}
|
||||||
Loading…
Add table
Add a link
Reference in a new issue