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Merge branch 'marketplace' of https://github.com/github/awesome-copil…
Copilot Aug 21, 2026
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39 changes: 38 additions & 1 deletion .all-contributorsrc
Original file line number Diff line number Diff line change
Expand Up @@ -12,7 +12,7 @@
"commit": false,
"commitConvention": "none",
"contributorsPerLine": 7,
"linkToUsage": true,
"linkToUsage": false,
"commitType": "docs",
"types": {
"instructions": {
Expand Down Expand Up @@ -3551,6 +3551,43 @@
"contributions": [
"ideas"
]
},
{
"login": "kimtth",
"name": "kimtth",
"avatar_url": "https://avatars.githubusercontent.com/u/13846660?v=4",
"profile": "https://github.com/kimtth",
"contributions": [
"bug"
]
},
{
"login": "AkashAi7",
"name": "Akash Dwivedi",
"avatar_url": "https://avatars.githubusercontent.com/u/46550108?v=4",
"profile": "https://github.com/AkashAi7",
"contributions": [
"content"
]
},
{
"login": "thesurenk",
"name": "Suren K",
"avatar_url": "https://avatars.githubusercontent.com/u/902972?v=4",
"profile": "https://surenk.com",
"contributions": [
"doc"
]
},
{
"login": "passadis",
"name": "Konstantinos Passadis | Azure MVP | MCT",
"avatar_url": "https://avatars.githubusercontent.com/u/53148138?v=4",
"profile": "https://www.cloudblogger.eu",
"contributions": [
"doc",
"content"
]
}
]
}
34 changes: 32 additions & 2 deletions .codespellrc
Original file line number Diff line number Diff line change
Expand Up @@ -46,6 +46,8 @@

# queston - intentional misspelling example in skills/arize-dataset/SKILL.md demonstrating typo detection in field names

# extenions - intentional misspelled key name used in plugin validators to detect invalid manifests

# nin - MongoDB $nin operator in security instructions NoSQL injection detection regex

# Vertexes - FreeCAD shape sub-elements used as property of obj.Shape
Expand All @@ -54,8 +56,36 @@

# CAF - Microsoft Cloud Adoption Framework acronym

ignore-words-list = numer,wit,aks,edn,ser,ois,gir,rouge,categor,aline,ative,afterall,deques,dateA,dateB,TE,FillIn,alle,vai,LOD,InOut,pixelX,aNULL,Wee,Sherif,queston,Vertexes,nin,FO,CAF,Parth
# ans - bash and powershell variable short for answer

# GUD - "Guideline" identifier prefix in the create-implementation-plan skill spec (alongside REQ, SEC, CON, PAT, etc.)

# Vally/vally - Name of product

# checkin - config key in the daily-focus-board skill (window.__BOARD__.checkin, state.checkin, data-checkin attribute)

# ACI - Azure Container Instances abbreviation

# soruce - intentional misspelling for tests

# straightaway - valid adverb ("immediately") in mirrored copilot-workshops content

# crystalize - valid US spelling variant in mirrored copilot-workshops content

# INOUT - PostgreSQL stored procedure parameter mode (IN, OUT, INOUT) in migrating-oracle-to-postgres-data-access-code/SKILL.md

ignore-words-list = numer,wit,aks,edn,ser,ois,gir,rouge,categor,aline,ative,afterall,deques,dateA,dateB,TE,FillIn,alle,vai,LOD,InOut,INOUT,pixelX,aNULL,Wee,Sherif,queston,extenions,Vertexes,nin,FO,CAF,Parth,ans,gud,Vally,vally,checkin,ACI,soruce,straightaway,crystalize

# Skip certain files and directories

skip = .git,node_modules,package-lock.json,*.lock,website/build,website/.docusaurus,.all-contributorrc,./skills/geofeed-tuner/assets/*.json,./skills/geofeed-tuner/references/*.txt,./plugins/fastah-ip-geo-tools/skills/geofeed-tuner/assets/*.json,./plugins/fastah-ip-geo-tools/skills/geofeed-tuner/references/*.txt
# *.tm7 - MTM DataContract exports; embedded base64 icon blobs trigger false positives

# website/src/content/docs/<locale> - localized Learning Hub content mirrored from

# upstream course repos. codespell only knows English, so Spanish, Japanese, Korean

# Portuguese, and Chinese prose produces false positives on ordinary foreign words

# These files are source-faithful mirrors and must not be edited to satisfy a spell checker

skip = .git,node_modules,package-lock.json,*.lock,website/build,website/.docusaurus,.all-contributorrc,./skills/geofeed-tuner/assets/*.json,./skills/geofeed-tuner/references/*.txt,./plugins/fastah-ip-geo-tools/skills/geofeed-tuner/assets/*.json,./plugins/fastah-ip-geo-tools/skills/geofeed-tuner/references/*.txt,./extensions/arcade-canvas/game/phaser.min.js,./extensions/pr-artifact-explorer/assets/asciinema-player.min.js,./extensions/pr-artifact-explorer/assets/asciinema-player-worker.min.js,./extensions/pr-artifact-explorer/assets/primer-*.css,./extensions/flight-map-canvas/game/vendor/three.min.js,*.tm7,./website/src/content/docs/es-es,./website/src/content/docs/ja-jp,./website/src/content/docs/ko-kr,./website/src/content/docs/pt-br,./website/src/content/docs/zh-cn
4 changes: 3 additions & 1 deletion .github/ISSUE_TEMPLATE/external-plugin.yml
Original file line number Diff line number Diff line change
Expand Up @@ -15,6 +15,8 @@ body:
- Public submissions are **GitHub-only** in v1.
- The plugin must live in a **public GitHub repository**.
- Provide an immutable **ref**, **sha**, or both for review.
- If your plugin includes a canvas extension, include the **canvas** keyword.
- Canvas plugins are validated for `logo: "assets/preview.png"` using the submitted immutable **sha** or **ref**.
- Do **not** open a PR that edits `plugins/external.json` directly.
- type: input
id: plugin-name
Expand Down Expand Up @@ -106,7 +108,7 @@ body:
id: keywords
attributes:
label: Keywords
description: Comma-separated or newline-separated lowercase tags.
description: Comma-separated or newline-separated lowercase tags. Include `canvas` if the plugin contains a canvas extension.
placeholder: |
automation
github
Expand Down
Original file line number Diff line number Diff line change
@@ -1,25 +1,36 @@
---
description: GitHub Agentic Workflows (gh-aw) - Create, debug, and upgrade AI-powered workflows with intelligent prompt routing
name: Agentic Workflows
description: GitHub Agentic Workflows (gh-aw) - Create, debug, and upgrade AI-powered workflows with intelligent prompt routing.
disable-model-invocation: true
---

# GitHub Agentic Workflows Agent

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.

## Repository Instructions Overlay

If `.github/aw/instructions.md` exists, load it with:
@.github/aw/instructions.md

Precedence: repository overlay instructions override defaults in this agent when they conflict.

## What This Agent Does

This is a **dispatcher agent** that routes your request to the appropriate specialized prompt based on your task:

- **Creating new workflows**: Routes to `create` prompt
- **Updating existing workflows**: Routes to `update` prompt
- **Debugging workflows**: Routes to `debug` prompt
- **Debugging workflows**: Routes to `debug` prompt
- **Upgrading workflows**: Routes to `upgrade-agentic-workflows` prompt
- **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
- **Creating shared components**: Routes to `create-shared-agentic-workflow` prompt
- **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
- **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
- **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
- **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
- **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
- **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

Workflows may optionally include:

Expand All @@ -31,7 +42,7 @@ Workflows may optionally include:
- Workflow files: `.github/workflows/*.md` and `.github/workflows/**/*.md`
- Workflow lock files: `.github/workflows/*.lock.yml`
- Shared components: `.github/workflows/shared/*.md`
- Configuration: https://github.com/github/gh-aw/blob/v0.71.5/.github/aw/github-agentic-workflows.md
- Configuration: `https://raw.githubusercontent.com/github/gh-aw/main/.github/aw/github-agentic-workflows.md`

## Problems This Solves

Expand All @@ -50,30 +61,32 @@ When you interact with this agent, it will:

## Available Prompts

> **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.

### Create New Workflow
**Load when**: User wants to create a new workflow from scratch, add automation, or design a workflow that doesn't exist yet

**Prompt file**: https://github.com/github/gh-aw/blob/v0.71.5/.github/aw/create-agentic-workflow.md
**Prompt file**: `https://raw.githubusercontent.com/github/gh-aw/main/.github/aw/create-agentic-workflow.md`

**Use cases**:
- "Create a workflow that triages issues"
- "I need a workflow to label pull requests"
- "Design a weekly research automation"

### Update Existing Workflow
### Update Existing Workflow
**Load when**: User wants to modify, improve, or refactor an existing workflow

**Prompt file**: https://github.com/github/gh-aw/blob/v0.71.5/.github/aw/update-agentic-workflow.md
**Prompt file**: `https://raw.githubusercontent.com/github/gh-aw/main/.github/aw/update-agentic-workflow.md`

**Use cases**:
- "Add web-fetch tool to the issue-classifier workflow"
- "Update the PR reviewer to use discussions instead of issues"
- "Improve the prompt for the weekly-research workflow"

### Debug Workflow
### Debug Workflow
**Load when**: User needs to investigate, audit, debug, or understand a workflow, troubleshoot issues, analyze logs, or fix errors

**Prompt file**: https://github.com/github/gh-aw/blob/v0.71.5/.github/aw/debug-agentic-workflow.md
**Prompt file**: `https://raw.githubusercontent.com/github/gh-aw/main/.github/aw/debug-agentic-workflow.md`

**Use cases**:
- "Why is this workflow failing?"
Expand All @@ -83,7 +96,7 @@ When you interact with this agent, it will:
### Upgrade Agentic Workflows
**Load when**: User wants to upgrade workflows to a new gh-aw version or fix deprecations

**Prompt file**: https://github.com/github/gh-aw/blob/v0.71.5/.github/aw/upgrade-agentic-workflows.md
**Prompt file**: `https://raw.githubusercontent.com/github/gh-aw/main/.github/aw/upgrade-agentic-workflows.md`

**Use cases**:
- "Upgrade all workflows to the latest version"
Expand All @@ -93,7 +106,7 @@ When you interact with this agent, it will:
### Create a Report-Generating Workflow
**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

**Prompt file**: https://github.com/github/gh-aw/blob/v0.71.5/.github/aw/report.md
**Prompt file**: `https://raw.githubusercontent.com/github/gh-aw/main/.github/aw/report.md`

**Use cases**:
- "Create a weekly CI health report"
Expand All @@ -103,7 +116,7 @@ When you interact with this agent, it will:
### Create Shared Agentic Workflow
**Load when**: User wants to create a reusable workflow component or wrap an MCP server

**Prompt file**: https://github.com/github/gh-aw/blob/v0.71.5/.github/aw/create-shared-agentic-workflow.md
**Prompt file**: `https://raw.githubusercontent.com/github/gh-aw/main/.github/aw/create-shared-agentic-workflow.md`

**Use cases**:
- "Create a shared component for Notion integration"
Expand All @@ -113,7 +126,7 @@ When you interact with this agent, it will:
### Fix Dependabot PRs
**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`)

**Prompt file**: https://github.com/github/gh-aw/blob/v0.71.5/.github/aw/dependabot.md
**Prompt file**: `https://raw.githubusercontent.com/github/gh-aw/main/.github/aw/dependabot.md`

**Use cases**:
- "Fix the open Dependabot PRs for npm dependencies"
Expand All @@ -123,7 +136,7 @@ When you interact with this agent, it will:
### Analyze Test Coverage
**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.

**Prompt file**: https://github.com/github/gh-aw/blob/v0.71.5/.github/aw/test-coverage.md
**Prompt file**: `https://raw.githubusercontent.com/github/gh-aw/main/.github/aw/test-coverage.md`

**Use cases**:
- "Create a workflow that comments coverage on PRs"
Expand All @@ -133,20 +146,44 @@ When you interact with this agent, it will:
### CLI Commands Reference
**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.

**Reference file**: https://github.com/github/gh-aw/blob/v0.71.5/.github/aw/cli-commands.md
**Reference file**: `https://raw.githubusercontent.com/github/gh-aw/main/.github/aw/cli-commands.md`

**Use cases**:
- "How do I trigger workflow X on the main branch?"
- "What's the MCP equivalent of `gh aw logs`?"
- "I'm in Copilot Cloud — how do I compile a workflow?"
- "Show me all available gh aw commands"

### Token Consumption Optimization
**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.

**Reference file**: `https://raw.githubusercontent.com/github/gh-aw/main/.github/aw/token-optimization.md`

**Use cases**:
- "How do I reduce the token cost of this workflow?"
- "My workflow is too expensive — how do I optimize it?"
- "How do I compare token usage between two runs?"
- "Should I use gh-proxy or the MCP server?"
- "How do I use sub-agents to reduce costs?"
- "How do I measure the impact of a prompt change?"

### Workflow Pattern Selection
**Load when**: The user asks for architecture, strategy, operating model selection, or pattern recommendations for building agentic workflows.

**Reference file**: `https://raw.githubusercontent.com/github/gh-aw/main/.github/aw/patterns.md`

**Use cases**:
- "Which pattern should I use for multi-repo rollout?"
- "How should I structure this workflow architecture?"
- "What pattern fits slash-command triage?"
- "Should this be DispatchOps or DailyOps?"

## Instructions

When a user interacts with you:

1. **Identify the task type** from the user's request
2. **Load the appropriate prompt** from the GitHub repository URLs listed above
2. **Load the appropriate prompt** from the URLs listed above
3. **Follow the loaded prompt's instructions** exactly
4. **If uncertain**, ask clarifying questions to determine the right prompt

Expand Down Expand Up @@ -185,12 +222,12 @@ gh aw compile --validate

## Important Notes

- 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
- Always reference the instructions file at `https://raw.githubusercontent.com/github/gh-aw/main/.github/aw/github-agentic-workflows.md` for complete documentation
- Use the MCP tool `agentic-workflows` when running in GitHub Copilot Cloud
- Workflows must be compiled to `.lock.yml` files before running in GitHub Actions
- **Bash tools are enabled by default** - Don't restrict bash commands unnecessarily since workflows are sandboxed by the AWF
- Follow security best practices: minimal permissions, explicit network access, no template injection
- **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.
- **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.
- **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.
- **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.
- **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
- **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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