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Merge remote-tracking branch 'origin/main' into dependabot/submodules/external/Java.Interop-d7dbad5
# Conflicts: # src/Xamarin.Android.Build.Tasks/Microsoft.Android.Sdk/targets/Microsoft.Android.Sdk.TypeMap.Trimmable.targets
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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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- **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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- **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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- 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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- Configuration: `.github/aw/github-agentic-workflows.md`
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## Problems This Solves
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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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**Prompt file**: `.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/v0.74.8/.github/aw/update-agentic-workflow.md
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**Prompt file**: `.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/v0.74.8/.github/aw/debug-agentic-workflow.md
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**Prompt file**: `.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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### 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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**Prompt file**: `.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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### 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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**Prompt file**: `.github/aw/report.md`
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**Use cases**:
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- "Create a weekly CI health report"
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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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**Prompt file**: `.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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### 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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**Prompt file**: `.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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### 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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**Prompt file**: `.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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**Reference file**: `.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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### 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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**Reference file**: `.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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### 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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**Reference file**: `.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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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 repository paths 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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## 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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- Always reference the instructions file at `.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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- **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 `.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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- **CLI commands reference**: For a complete guide on all `gh aw` commands and their MCP tool equivalents (for restricted environments), see `.github/aw/cli-commands.md`

.github/aw/actions-lock.json

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"version": "v9.0.0",
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"sha": "3a2844b7e9c422d3c10d287c895573f7108da1b3"
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},
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"github/gh-aw-actions/setup-cli@v0.74.8": {
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"github/gh-aw-actions/setup-cli@v0.79.6": {
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"repo": "github/gh-aw-actions/setup-cli",
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"version": "v0.74.8",
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"sha": "efa55847f72aadb03490d955263ff911bf758700"
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"version": "v0.79.6",
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"sha": "5c2fe865bb4dc46e1450f6ee0d0541d759aea73a"
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},
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"github/gh-aw-actions/setup@v0.74.8": {
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"github/gh-aw-actions/setup@v0.79.6": {
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"repo": "github/gh-aw-actions/setup",
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"version": "v0.74.8",
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"sha": "efa55847f72aadb03490d955263ff911bf758700"
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"version": "v0.79.6",
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"sha": "5c2fe865bb4dc46e1450f6ee0d0541d759aea73a"
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}
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}
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}
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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/patterns.md`
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- `.github/aw/pr-reviewer.md`
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- `.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`
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- `.github/aw/safe-outputs-management.md`
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- `.github/aw/safe-outputs-runtime.md`
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- `.github/aw/safe-outputs.md`
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- `.github/aw/serena-tool.md`
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- `.github/aw/shared-safe-jobs.md`
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- `.github/aw/skills.md`
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- `.github/aw/subagents.md`
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- `.github/aw/syntax-agentic.md`
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- `.github/aw/syntax-core.md`
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- `.github/aw/syntax-tools-imports.md`
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- `.github/aw/syntax.md`
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- `.github/aw/test-coverage.md`
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- `.github/aw/test-expression.md`
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- `.github/aw/token-optimization.md`
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- `.github/aw/triggers.md`
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- `.github/aw/update-agentic-workflow.md`
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- `.github/aw/upgrade-agentic-workflows.md`
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- `.github/aw/visual-regression.md`
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- `.github/aw/workflow-constraints.md`
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- `.github/aw/workflow-editing.md`
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- `.github/aw/workflow-patterns.md`
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- `.github/skills/agentic-workflow-designer/SKILL.md`
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After loading the matching workflow prompt or skill, follow it directly:
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- Design workflows from scratch via interview: `skills/agentic-workflow-designer/SKILL.md`
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- Create new workflows: `.github/aw/create-agentic-workflow.md`
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- Update existing workflows: `.github/aw/update-agentic-workflow.md`
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- Debug, audit, or investigate workflows: `.github/aw/debug-agentic-workflow.md`
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- Upgrade workflows and fix deprecations: `.github/aw/upgrade-agentic-workflows.md`
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- Create shared components or MCP wrappers: `.github/aw/create-shared-agentic-workflow.md`
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- Create report-generating workflows: `.github/aw/report.md`
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- Fix Dependabot manifest PRs: `.github/aw/dependabot.md`
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- Analyze coverage workflows: `.github/aw/test-coverage.md`
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- Render compact markdown charts: `.github/aw/asciicharts.md`
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- Map CLI commands to MCP usage: `.github/aw/cli-commands.md`
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- Choose workflow architecture and patterns: `.github/aw/patterns.md`
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- Optimize token usage and cost: `.github/aw/token-optimization.md`
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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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