agentic-workflows
Skill887 starsChanged 29 days agoMITView on GitHub
Route gh-aw workflow design/create/debug/upgrade requests to the right prompts.
76 other projects use a version of this, 72 of them edited.
Adopted by
Most recently taken up by
- tiulpin/instilledited, first seen Nov 8, 2026
- alexander-kastil/copilot-harnessedited, first seen Nov 8, 2026
- zalando-incubator/agentic-identity-brokeredited, first seen Nov 8, 2026
- timmo001/skillstheir own version, first seen Nov 7, 2026
- github/gh-aw-mcpgedited, first seen Nov 5, 2026
- sqzw-x/amaneedited, first seen Nov 2, 2026
Used with
Projects with it also use agentic-workflow-designer, speckit-taskstoissues and 8 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
GitHubSkillagentic-workflow-designer
Conversational skill that interviews users to design new agentic workflows
Also in 5 projects that use this
Microsoft AzureSkillspeckit-taskstoissues
Convert existing tasks into actionable, dependency-ordered GitHub issues for the feature based on available design artifacts.
Also in 3 projects that use this
- Microsoft AzureSkill
speckit-analyze
Perform a non-destructive cross-artifact consistency and quality analysis across spec.md, plan.md, and tasks.md after task generation.
Also in 3 projects that use this
- +7 more from Azure
Other versions76 projects use a version of this.
Word for word · 1
- microsoft/go-infra-images★ 7100% same
Edited · 72
- remix-run/react-router★ 57k99% same
- cli/cli★ 47k81% same
- github/awesome-copilot★ 41k100% same
- dotnet/aspnetcore★ 39k82% same
- dotnet/maui★ 23k99% same
- dotnet/core★ 22k92% same
- dotnet/efcore★ 15k83% same
- Jguer/yay★ 14k98% same
- Z3Prover/z3★ 13k92% same
- thaw-app/Thaw★ 13k51% same
62 more not listed
Wrote their own version · 3
- clash-verge-rev/clash-verge-rev★ 157ksame name
- timmo001/skills★ 2same name
- PengEjeen/claude_skills★ 0same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository22 other files it gives its agents.
- AGENTS.mdAGENTS.md
- eng/tools/generate_api/AGENTS.mdAGENTS.md
- samples/AGENTS.mdAGENTS.md
- sdk/core/AGENTS.mdAGENTS.md
- sdk/cosmos/AGENTS.mdAGENTS.md
- sdk/cosmos/azure_data_cosmos_emulator/AGENTS.mdAGENTS.md
- sdk/cosmos/docs/AGENTS.mdAGENTS.md
- analyze-codeSkill
- check-spellingSkill
- create-crateSkill
- create-hotfixSkill
- create-perf-testSkill
- create-recorded-testSkill
- document-cratesSkill
- export-apiSkill
- lint-markdownSkill
- prepare-releaseSkill
- review-doc-commentsSkill
- update-emitterSkill
- update-rustSkill
- cosmos-design-structSkill
- cosmos-pre-commit-validationSkill
The file
We split this skill into the rules it gives an agent
10 rules. 2 are common, 0 are distinctive, and 8 are very specific to this project.
2
Common
Most of the 74 edited versions we read keep these.
0
Distinctive
This author's own choices. Worth a look.
8
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Common: line 8
Use this skill when a user asks to design, create, update, debug, or upgrade GitHub Agentic Workflows in this repository.
- Very specific: line 13
If .github/aw/instructions.md exists, load it with @.github/aw/instructions.md after loading the matched prompt/skill.
- Very specific: line 16
Read only the files you need: Load these files from github/gh-aw (they are not available locally).
- Common: line 98
After loading the matching workflow prompt or skill, follow it directly:
- Very specific: line 100
Create new workflows: .github/aw/create-agentic-workflow.md
- Very specific: line 102
Update existing workflows: .github/aw/update-agentic-workflow.md
- Very specific: line 105
Create shared components or MCP wrappers: .github/aw/create-shared-agentic-workflow.md
- Very specific: line 106
Create report-generating workflows: .github/aw/report.md
- Very specific: line 114
Add skills or agent plugins requested by the user (skills: / plugins: frontmatter, never on-the-fly installs): .github/aw/skills.md
- Very specific: line 116
When the task involves OTEL, OTLP, traces, observability backends, or telemetry-driven analysis, also read and follow …
“Common” is measured: kept by at least 6 in 10 of the 74 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Agentic Workflows Router
Use this skill when a user asks to design, create, update, debug, or upgrade GitHub Agentic Workflows in this repository.
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.
Repository overlay (optional):
- If
.github/aw/instructions.mdexists, load it with@.github/aw/instructions.mdafter loading the matched prompt/skill. - Precedence: repository overlay instructions override upstream defaults when they conflict.
Read only the files you need:
Load these files from github/gh-aw (they are not available locally).
.github/aw/action-container-substitutions.md.github/aw/agent-runtime-instructions.md.github/aw/agentic-chat.md.github/aw/agentic-workflows-mcp.md.github/aw/asciicharts.md.github/aw/campaign.md.github/aw/charts-trending.md.github/aw/charts.md.github/aw/cli-commands.md.github/aw/compat.md.github/aw/configure-agentic-engine.md.github/aw/context.md.github/aw/create-agentic-workflow-trigger-details.md.github/aw/create-agentic-workflow.md.github/aw/create-shared-agentic-workflow.md.github/aw/debug-agentic-workflow.md.github/aw/debug-model-engine-misconfiguration.md.github/aw/debug-security-review.md.github/aw/dependabot.md.github/aw/deployment-status.md.github/aw/designer-mappings.md.github/aw/designer.md.github/aw/drive-memory.md.github/aw/enclaves.md.github/aw/evals.md.github/aw/experiments.md.github/aw/github-agentic-workflows.md.github/aw/github-mcp-server-pagination.md.github/aw/github-mcp-server-tools.md.github/aw/github-mcp-server.md.github/aw/instructions.md.github/aw/intent.md.github/aw/jobs.md.github/aw/ledger.md.github/aw/linter-workflows.md.github/aw/llms.md.github/aw/loop.md.github/aw/lsp.md.github/aw/maintainer.md.github/aw/mcp-clis.md.github/aw/memory-stateful-patterns.md.github/aw/memory.md.github/aw/messages.md.github/aw/multi-agent-research.md.github/aw/network.md.github/aw/optimize-agentic-workflow.md.github/aw/patterns.md.github/aw/playwright.md.github/aw/pr-reviewer.md.github/aw/release-workflow.md.github/aw/report.md.github/aw/reuse.md.github/aw/safe-outputs-automation.md.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.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-engine.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-caching-budgets.md.github/aw/token-optimization-observability.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/work-queue.md.github/aw/workflow-constraints.md.github/aw/workflow-editing.md.github/aw/workflow-patterns.md
After loading the matching workflow prompt or skill, follow it directly:
- Design workflows from scratch via interview:
.github/aw/designer.md - Create new workflows:
.github/aw/create-agentic-workflow.md - Configure or add declarative engines:
.github/aw/configure-agentic-engine.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 - Design long-running multi-agent research workflows:
.github/aw/multi-agent-research.md - Add skills or agent plugins requested by the user (
skills:/plugins:frontmatter, never on-the-fly installs):.github/aw/skills.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.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
Reviews can't be read right now.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.