agentic-workflows
- Repo stars 4,513
- Author updated Live
- Author repo gh-aw
- Domain
- AI
- Compatible agents
-
- Claude Code
- Cursor
- Cline
- Codex
- Windsurf
- Gemini CLI
- +20
- Trust score
- 88 / 100 · community maintained
- Author / version / license
- @github · no license declared
- Token usage
- Lean
- Setup complexity
- Plug-and-play
- External API key
- Not required
- Operating systems
- Unspecified (assume cross-platform)
- Runtime requirements
- No special requirements
- Permissions
-
- Read-only
- Write / modify
- Network behavior
- Local-only
- Install commands
- 26 variants
Profile is derived at build time from SKILL.md and install vectors. Subject to drift from author intent.
Heads up: 未限定 allowed-tools,默认拥有全部工具权限。
---
name: agentic-workflows
description: Route gh-aw workflow create/debug/upgrade requests to the right prompts. Use this skill when a u…
category: ai
runtime: no special runtime
---
# agentic-workflows output preview
## PART A: Task fit
- Use case: Route gh-aw workflow create/debug/upgrade requests to the right prompts. Use this skill when a user asks to create, update, debug, or upgrade GitHub Agentic Workflows in this repository. runs entirely locally. Works with Claude Code, Cursor, Cline and 23 more..
- Inputs: target material, constraints, expected output, and acceptance criteria.
- Evidence boundary: follow “Decide Fit First / Design Intent / How To Use It” and do not present inference as author intent.
## PART B: Execution result
- **01** The card summarizes the use case; runtime output centers on “Route gh-aw workflow create/debug/upgrade requests to the right prompts. Use this skill when a user asks to create, update, debug, or upgrade GitHub Agentic Workflows in this repository. runs entirely locally. Works with Claude Code, Cursor, Cline and 23 more.”.
- **02** When the source has headings, the agent prioritizes “Decide Fit First / Design Intent / How To Use It” so the result follows the author’s structure.
- **03** Typical output includes task judgment, concrete steps, required commands or file edits, validation, and follow-up options.
- **04** Risk context follows the fingerprint: read files, write/modify files; mostly runs locally; usually needs no extra API key.
## Running Rules
- read files, write/modify files; mostly runs locally; usually needs no extra API key.
- Validate with a small sample before expanding scope.
- Return the result, validation criteria, and next iteration options. The source does not require a stable slash command. After installation, invoke the skill by name and describe the task.
Name target files or source material, expected output, forbidden changes, and whether network or shell access is allowed. Permission fingerprint: read files, write/modify files.
Start with a small task and check whether the result follows “Decide Fit First / Design Intent / How To Use It”. Inspect diffs, logs, previews, or tests before expanding scope.
Confirm the final output includes a concrete result, evidence, and next action. If it stays generic, tighten inputs, boundaries, and acceptance criteria.
---
name: agentic-workflows
description: Route gh-aw workflow create/debug/upgrade requests to the right prompts. Use this skill when a u…
category: ai
source: github/gh-aw
---
# agentic-workflows
## When to use
- Route gh-aw workflow create/debug/upgrade requests to the right prompts. Use this skill when a user asks to create, up…
- Use it when the task has clear inputs, repeatable steps, and validation criteria.
## What to provide
- Target material, scope, expected result, and forbidden changes.
- Whether network, commands, file writes, or external services are allowed.
## Execution rules
- Organize steps around “Decide Fit First / Design Intent / How To Use It” and keep inference separate from source facts.
- read files, write/modify files; mostly runs locally; usually needs no extra API key.
- Validate with a small sample before expanding the task.
## Output requirements
- Return the deliverable, key evidence, validation method, and next action.
- Mark missing information as unknown; do not invent commands, platforms, or dependencies. The author source anchors workflow facts; repository files anchor sources and commands; Fluxly only adds fit, limitations, and quality judgment.
skill "agentic-workflows" {
input -> user goal + target files + boundaries + acceptance criteria
context -> Decide Fit First / Design Intent / How To Use It
rules -> SKILL.md triggers / order / output contract
runtime -> no special runtime | read files, write/modify files | mostly runs locally
guardrails -> usually needs no extra API key + small-sample validation + diff/log review
output -> copyable result + checklist + next iteration
} Agentic Workflows Router
Use this skill when a user asks to create, update, debug, or upgrade GitHub Agentic Workflows in this repository.
This skill is a dispatcher: identify the task type, load the matching .github/aw/*.md file, and follow it directly. Keep responses concise and ask a clarifying question if the correct prompt is unclear.
Read only the files you need:
Load these files from github/gh-aw (they are not available locally).
.github/aw/agentic-chat.md.github/aw/asciicharts.md.github/aw/campaign.md.github/aw/charts.md.github/aw/cli-commands.md.github/aw/context.md.github/aw/create-agentic-workflow.md.github/aw/create-shared-agentic-workflow.md.github/aw/debug-agentic-workflow.md.github/aw/dependabot.md.github/aw/deployment-status.md.github/aw/experiments.md.github/aw/github-agentic-workflows.md.github/aw/github-mcp-server.md.github/aw/llms.md.github/aw/memory.md.github/aw/messages.md.github/aw/network.md.github/aw/patterns.md.github/aw/pr-reviewer.md.github/aw/report.md.github/aw/reuse.md.github/aw/safe-outputs.md.github/aw/serena-tool.md.github/aw/skills.md.github/aw/subagents.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
After loading the matching workflow prompt, follow it directly:
- 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.
Decide Fit First
Design Intent
How To Use It
Boundaries And Review