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github-actions[bot]
@@ -1,5 +1,6 @@
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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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name: Agentic Workflows
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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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@@ -13,13 +14,16 @@ This is a **dispatcher agent** that routes your request to the appropriate speci
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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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- **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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Workflows may optionally include:
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@@ -31,7 +35,7 @@ Workflows may optionally include:
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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/v0.71.5/.github/aw/github-agentic-workflows.md
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- Configuration: `https://raw.githubusercontent.com/github/gh-aw/main/.github/aw/github-agentic-workflows.md`
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## Problems This Solves
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@@ -50,30 +54,32 @@ When you interact with this agent, it will:
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## Available Prompts
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> **Note**: The prompt and reference files listed below are located in the [`github/gh-aw`](https://github.com/github/gh-aw) repository and are **not available locally** in this repository. Load them from their public URLs.
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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/v0.71.5/.github/aw/create-agentic-workflow.md
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**Prompt file**: `https://raw.githubusercontent.com/github/gh-aw/main/.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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### 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/v0.71.5/.github/aw/update-agentic-workflow.md
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**Prompt file**: `https://raw.githubusercontent.com/github/gh-aw/main/.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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### 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/v0.71.5/.github/aw/debug-agentic-workflow.md
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**Prompt file**: `https://raw.githubusercontent.com/github/gh-aw/main/.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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@@ -83,7 +89,7 @@ When you interact with this agent, it will:
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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/v0.71.5/.github/aw/upgrade-agentic-workflows.md
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**Prompt file**: `https://raw.githubusercontent.com/github/gh-aw/main/.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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@@ -93,7 +99,7 @@ When you interact with this agent, it will:
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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/v0.71.5/.github/aw/report.md
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**Prompt file**: `https://raw.githubusercontent.com/github/gh-aw/main/.github/aw/report.md`
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**Use cases**:
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- "Create a weekly CI health report"
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@@ -103,7 +109,7 @@ When you interact with this agent, it will:
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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/v0.71.5/.github/aw/create-shared-agentic-workflow.md
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**Prompt file**: `https://raw.githubusercontent.com/github/gh-aw/main/.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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@@ -113,7 +119,7 @@ When you interact with this agent, it will:
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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/v0.71.5/.github/aw/dependabot.md
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**Prompt file**: `https://raw.githubusercontent.com/github/gh-aw/main/.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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@@ -123,7 +129,7 @@ When you interact with this agent, it will:
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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/v0.71.5/.github/aw/test-coverage.md
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**Prompt file**: `https://raw.githubusercontent.com/github/gh-aw/main/.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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@@ -133,7 +139,7 @@ When you interact with this agent, it will:
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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/v0.71.5/.github/aw/cli-commands.md
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**Reference file**: `https://raw.githubusercontent.com/github/gh-aw/main/.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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@@ -141,12 +147,36 @@ When you interact with this agent, it will:
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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://raw.githubusercontent.com/github/gh-aw/main/.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://raw.githubusercontent.com/github/gh-aw/main/.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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2. **Load the appropriate prompt** from the 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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@@ -185,12 +215,12 @@ gh aw compile --validate
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## Important Notes
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- Always reference the instructions file at https://github.com/github/gh-aw/blob/v0.71.5/.github/aw/github-agentic-workflows.md for complete documentation
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- Always reference the instructions file at `https://raw.githubusercontent.com/github/gh-aw/main/.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/v0.71.5/.github/aw/network.md for the full list of valid ecosystem identifiers and domain patterns.
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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://raw.githubusercontent.com/github/gh-aw/main/.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/v0.71.5/.github/aw/cli-commands.md
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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://raw.githubusercontent.com/github/gh-aw/main/.github/aw/cli-commands.md`
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@@ -1,9 +1,9 @@
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{
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"entries": {
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"actions/checkout@v6.0.2": {
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"actions/checkout@v7.0.0": {
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"repo": "actions/checkout",
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"version": "v6.0.2",
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"sha": "de0fac2e4500dabe0009e67214ff5f5447ce83dd"
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"version": "v7.0.0",
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"sha": "9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0"
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},
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"actions/download-artifact@v8.0.1": {
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"repo": "actions/download-artifact",
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@@ -20,15 +20,15 @@
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"version": "v7.0.1",
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"sha": "043fb46d1a93c77aae656e7c1c64a875d1fc6a0a"
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},
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"github/gh-aw-actions/setup@v0.72.1": {
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"github/gh-aw-actions/setup@v0.80.9": {
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"repo": "github/gh-aw-actions/setup",
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"version": "v0.72.1",
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"sha": "bc56a0cad2f450c562810785ef38649c04db812a"
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"version": "v0.80.9",
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"sha": "8c7d04ebf1ece56cd381446125da3e0f6896294a"
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},
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"github/gh-aw/actions/setup@v0.72.1": {
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"github/gh-aw/actions/setup@v0.80.9": {
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"repo": "github/gh-aw/actions/setup",
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"version": "v0.72.1",
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"sha": "489dbab88cc78e35506b5ccbf08a4037166824ac"
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"version": "v0.80.9",
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"sha": "a3624368c4e7d877586ff2784b61de73405e2cdd"
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}
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}
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}
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@@ -0,0 +1,80 @@
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---
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name: agentic-workflows
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description: Route gh-aw workflow design/create/debug/upgrade requests to the right prompts.
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---
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# Agentic Workflows Router
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Use this skill when a user asks to design, create, update, debug, or upgrade GitHub Agentic Workflows in this repository.
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This skill is a dispatcher: identify the task type, load the matching workflow prompt/skill file, and follow it directly. Keep responses concise and ask a clarifying question if the correct prompt is unclear.
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Read only the files you need:
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Load these files from `github/gh-aw` (they are not available locally).
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- `.github/aw/agentic-chat.md`
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- `.github/aw/agentic-workflows-mcp.md`
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- `.github/aw/asciicharts.md`
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- `.github/aw/campaign.md`
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- `.github/aw/charts-trending.md`
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- `.github/aw/charts.md`
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- `.github/aw/cli-commands.md`
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- `.github/aw/context.md`
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- `.github/aw/create-agentic-workflow.md`
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- `.github/aw/create-shared-agentic-workflow.md`
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- `.github/aw/debug-agentic-workflow.md`
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- `.github/aw/dependabot.md`
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- `.github/aw/deployment-status.md`
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- `.github/aw/experiments.md`
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- `.github/aw/github-agentic-workflows.md`
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- `.github/aw/github-mcp-server.md`
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- `.github/aw/llms.md`
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- `.github/aw/mcp-clis.md`
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- `.github/aw/memory.md`
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- `.github/aw/messages.md`
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- `.github/aw/network.md`
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- `.github/aw/optimize-agentic-workflow.md`
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- `.github/aw/patterns.md`
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||||
- `.github/aw/pr-reviewer.md`
|
||||
- `.github/aw/report.md`
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- `.github/aw/reuse.md`
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- `.github/aw/safe-outputs-automation.md`
|
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- `.github/aw/safe-outputs-content.md`
|
||||
- `.github/aw/safe-outputs-management.md`
|
||||
- `.github/aw/safe-outputs-runtime.md`
|
||||
- `.github/aw/safe-outputs.md`
|
||||
- `.github/aw/serena-tool.md`
|
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- `.github/aw/shared-safe-jobs.md`
|
||||
- `.github/aw/skills.md`
|
||||
- `.github/aw/subagents.md`
|
||||
- `.github/aw/syntax-agentic.md`
|
||||
- `.github/aw/syntax-core.md`
|
||||
- `.github/aw/syntax-tools-imports.md`
|
||||
- `.github/aw/syntax.md`
|
||||
- `.github/aw/test-coverage.md`
|
||||
- `.github/aw/test-expression.md`
|
||||
- `.github/aw/token-optimization.md`
|
||||
- `.github/aw/triggers.md`
|
||||
- `.github/aw/update-agentic-workflow.md`
|
||||
- `.github/aw/upgrade-agentic-workflows.md`
|
||||
- `.github/aw/visual-regression.md`
|
||||
- `.github/aw/workflow-constraints.md`
|
||||
- `.github/aw/workflow-editing.md`
|
||||
- `.github/aw/workflow-patterns.md`
|
||||
|
||||
- `.github/skills/agentic-workflow-designer/SKILL.md`
|
||||
After loading the matching workflow prompt or skill, follow it directly:
|
||||
- Design workflows from scratch via interview: `skills/agentic-workflow-designer/SKILL.md`
|
||||
- Create new workflows: `.github/aw/create-agentic-workflow.md`
|
||||
- Update existing workflows: `.github/aw/update-agentic-workflow.md`
|
||||
- Debug, audit, or investigate workflows: `.github/aw/debug-agentic-workflow.md`
|
||||
- Upgrade workflows and fix deprecations: `.github/aw/upgrade-agentic-workflows.md`
|
||||
- Create shared components or MCP wrappers: `.github/aw/create-shared-agentic-workflow.md`
|
||||
- Create report-generating workflows: `.github/aw/report.md`
|
||||
- Fix Dependabot manifest PRs: `.github/aw/dependabot.md`
|
||||
- Analyze coverage workflows: `.github/aw/test-coverage.md`
|
||||
- Render compact markdown charts: `.github/aw/asciicharts.md`
|
||||
- Map CLI commands to MCP usage: `.github/aw/cli-commands.md`
|
||||
- Choose workflow architecture and patterns: `.github/aw/patterns.md`
|
||||
- Optimize token usage and cost: `.github/aw/token-optimization.md`
|
||||
|
||||
When the task involves OTEL, OTLP, traces, observability backends, or telemetry-driven analysis, also read and follow `skills/otel-queries/SKILL.md` after loading the matching workflow prompt or skill.
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@@ -21,6 +21,6 @@ jobs:
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- name: Checkout repository
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uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
|
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- name: Install gh-aw extension
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||||
uses: github/gh-aw-actions/setup-cli@b8068426813005612b960b5ab0b8bd2c27142323 # v0.71.5
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uses: github/gh-aw-actions/setup-cli@8c7d04ebf1ece56cd381446125da3e0f6896294a # v0.80.9
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with:
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||||
version: v0.71.5
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version: v0.80.9
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@@ -4,6 +4,8 @@ description: "Daily check for new GitHub Copilot features and updates. Opens a P
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on:
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schedule: daily
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||||
workflow_dispatch:
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||||
permissions:
|
||||
contents: read
|
||||
tools:
|
||||
bash: ["curl", "gh"]
|
||||
edit:
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||||
@@ -83,4 +85,4 @@ Create a pull request with your changes, using the `staged` branch as the base b
|
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2. What sections of the guide were updated
|
||||
3. Links to the source announcements
|
||||
|
||||
The PR should target the `staged` branch and include the labels `automated-update` and `copilot-updates`.
|
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The PR should target the `staged` branch and include the labels `automated-update` and `copilot-updates`.
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+435
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Reference in New Issue
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