agentic-workflows
Skill6.1k starsChanged 7 months agoMITView on GitHub
Route gh-aw design, creation, diagnosis, patching, active debugging, and upgrade requests to the right strategies.
We split this skill into the rules it gives an agent
11 rules. 2 are common, 0 are distinctive, and 9 are very specific to this project.
2
Common
Most of the 72 edited versions we read keep these.
0
Distinctive
This author's own choices. Worth a look.
9
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 100
After loading the matching workflow prompt or skill, follow it directly:
- Very specific: line 102
Create new workflows: .github/aw/create-agentic-workflow.md
- Very specific: line 104
Update existing workflows: .github/aw/update-agentic-workflow.md
- Very specific: line 108
Create shared components or MCP wrappers: .github/aw/create-shared-agentic-workflow.md
- Very specific: line 109
Create report-generating workflows: .github/aw/report.md
- Very specific: line 118
Add skills or agent plugins requested by the user (skills: / plugins: frontmatter, never on-the-fly installs): .github/aw/skills.md
- Very specific: line 120
When the task involves OTEL, OTLP, traces, observability backends, or telemetry-driven analysis, also read and follow …
- Very specific: line 122
When creating, updating, diagnosing or upgrading a workflow that uses tools.work-queue, also load .github/aw/work-queue.md after the …
“Common” is measured: kept by at least 6 in 10 of the 72 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/analyzing-runs.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-checkout.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 - Diagnose, patch, audit, or actively debug workflows:
.github/aw/debug-agentic-workflow.md(local-first strategy, evidence triage and live gates) - AWF model/endpoint 400s, silent cross-family sub-agent failures,
model: autofailures, install-step 404s after a version pin, or questions about version fields: go directly to Model and engine misconfiguration before suggesting model changes. - 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 - Design, deploy, inspect or recover a Git-backed work queue:
.github/aw/work-queue.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.
When creating, updating, diagnosing or upgrading a workflow that uses tools.work-queue, also load .github/aw/work-queue.md after the primary prompt. Load deployment docs, operator reference or specification only when that task needs them.
Trending
Quiet since June.about the whole repository
Who's talking about Azure/azure-sdk-for-net
- Azure/Azurite“Add support for Blob Batch operations”GitHub · Nov 26, 2019 · 33 reactions
- microsoft/DockerTools“Cannot authenticate using DefaultAzureCredential when running in container”GitHub · Jul 5, 2022 · 27 reactions
- Stack Overflow“Azure BlobClient VS CloudBlobClient”Stack Overflow · Sep 23, 2020 · 19 votes
- Stack Overflow“How to mock SearchClient.SearchAsync with the Azure Cognitive Search SDK?”Stack Overflow · Oct 1, 2020 · 17 votes
- NixOS/nixpkgs“.NET Core tooling stops working due to `ñ` in release codename and lack of HTTP headers sanitization”GitHub · May 29, 2024 · 15 reactions
The biggest 5 of 49 mentions linking to the repository that our crawl found. Each line is their own headline.
See all 49
Talked about on Stack Overflow, GitHub, Bluesky and Hacker News (49 times).
On Stack Overflow · 30
- Sep 23, 2020Azure BlobClient VS CloudBlobClient19 votes
- Oct 1, 2020How to mock SearchClient.SearchAsync with the Azure Cognitive Search SDK?17 votes
- Apr 27, 2016How do I make CloudConfigurationManager.GetSetting less verbose?15 votes
- Jan 6, 2020Connecting to azurite using a hostname fails11 votes · 6 answers
- Feb 10, 2022Connect Azure CosmosDB using Managed Identities from Azure Function App both locally and on Azure10 votes · 3 answers
25 more on Stack Overflow
- Feb 3, 2022Get Key Vault ServiceClient within Program.cs (startup) in a .NET 6 app10 votes
- Mar 18, 2020TS003: Error, TS001: Please go to Tools->Azure Services Authentication, and re-authenticate the account you want to use10 votes
- Dec 20, 2021Azure Function Can't bind parameter 'messageReceiver' to type 'Microsoft.Azure.ServiceBus.Core.MessageReceiver'9 votes
- Jan 28, 2025Why is this "call is ambiguous between the following methods or properties" when calling ValidateOnStart?8 votes
- Jan 8, 2022Mock BlobClient for Azure Function8 votes
- Oct 22, 2020Migrating from Microsoft.Azure.Storage.Blob to Azure.Storage.Blobs - directory concepts missing8 votes · 1 answer
- May 15, 2017Azure.Authenticate with interactive user login (Microsoft.Azure.Management.Fluent)8 votes · 2 answers
- Jan 11, 2017Add->REST API Client... command fails in VS20158 votes
- Mar 9, 2020Azure blob storage V12 - Example of using specialized class BlockBlobStorage7 votes
- Jan 4, 2019Whats the expiry time for access token in Azure Managed Identity?7 votes
- Jul 18, 2017Azure Fluent API Error creating SQL Server - Missing x-ms-request-id header6 votes · 4 answers
- Mar 23, 2023Is there a way to set metadata on a blob at the time of creation using current APIs without using Microsoft.Azure.Storage.Blob?5 votes
- Mar 15, 2023Can AzureClientServiceCollectionExtensions.AddAzureClients be called multiple times?5 votes
- Dec 1, 2020How can I cache data using Azure Key Vault?5 votes
- Nov 30, 2020azure cognitive search - geography point problem5 votes
- Aug 16, 2019How to check Debug.Writeline() output in VS code?5 votes · 2 answers
- May 15, 2015Azure management API: How to change web app pricing tier?5 votes · 2 answers
- Feb 16, 2025The ILogger category name is not available in Application Insights when using Azure.Monitor.OpenTelemetry.AspNetCore in ASP.NET Core application4 votes
- Mar 12, 2024How to register Custom Events in Application Insights by using OpenTelemetry .NET4 votes
- Feb 15, 2022Using the Azure KeyVault Configuration Provider through a network proxy throws a HTTP 407 exception4 votes
- Jan 26, 2022Visual Studio 2019 TokenService.exe has failed with unexpected error: TS003: Error, TS004: Unable to get access token4 votes · 2 answers
- Jul 9, 2020Using Azure.Storage.Blobs to generate SAS expiring tokens with .NET Core 3.14 votes
- Sep 7, 2018Microsoft.Azure.Management.ApiManagement Implementation4 votes
- Apr 25, 2017A nuget's assembly is overridden by a GAC's assembly4 votes · 1 answer
- Dec 13, 2016Azure Search SDK null field not set on Merge action4 votes
On GitHub · 14
- Nov 26, 2019Add support for Blob Batch operations — Azure/Azurite33 reactions · 15 comments
- Jul 5, 2022Cannot authenticate using DefaultAzureCredential when running in container — microsoft/DockerTools27 reactions · 12 comments
- May 29, 2024.NET Core tooling stops working due to `ñ` in release codename and lack of HTTP headers sanitization — NixOS/nixpkgs15 reactions · 29 comments
- Jul 27, 2018Using ValueTuple with PackageReference on Azure Cloud Services — dotnet/msbuild15 reactions · 8 comments
- Aug 5, 2022Missing Tactic value`ResourceDevelopment` in azurerm_sentinel_alert_rule_scheduled — hashicorp/terraform-provider-azurerm9 reactions · 2 comments
9 more on GitHub
- Jun 15, 2026Fix blob SAS when using version 2026-04-06 — Azure/Azurite7 reactions
- Feb 14, 2024Changes chat message image url type from url to string to support DataUris — Azure/azure-rest-api-specs3 reactions · 11 comments
- May 6, 2022Support Azure.Mesasging.ServiceBus (Track2) SDK — microsoft/ApplicationInsights-dotnet3 reactions · 1 comment
- Apr 15, 2026Update dependency @azure/identity to v4 [SECURITY] — https-quantumblockchainai-atlassian-net/backstage2 reactions · 8 comments
- Nov 20, 2023[OpenAI] Service version `v2023-12-01-preview` support — Azure/azure-sdk-for-java2 reactions · 1 comment
- Apr 20, 2026Adding Agents file to direct AI/LLM use within MonoGame projects — MonoGame/MonoGame1 reaction
- Feb 27, 2026Use OTel for telemetry — dotnet/sdk1 reaction · 24 comments
- Sep 17, 2025Fixes ServiceBus PeekMessageAsync Cancellation Token bug — Xabaril/AspNetCore.Diagnostics.HealthChecks1 reaction · 1 comment
- Mar 17, 2025Bump Microsoft.Extensions.Azure from 1.9.0 to 1.11.0 — christianhelle/curlgenerator1 reaction · 2 comments
On Bluesky · 4
- Nov 27, 2024📦 Azure / azure-sdk-for-net ⭐ 5,492 (+1) 🗒 C# This repository is for active development of the Azure SDK for .NET. For consumers of the… — @github-trending.bsky.social1 likes and repost
- Oct 26, 2024📦 Azure / azure-sdk-for-net ⭐ 5,378 (+2) 🗒 C# This repository is for active development of the Azure SDK for .NET. For consumers of the… — @github-trending.bsky.social1 likes and repost
- Jun 14, 2024📦 Azure / azure-sdk-for-net ⭐ 5,089 (+2) 🗒 C# This repository is for active development of the Azure SDK for .NET. For consumers of the… — @github-trending.bsky.social1 likes and repost
- Apr 30, 2024📦 Azure / azure-sdk-for-net ⭐ 4,985 (+2) This repository is for active development of the Azure SDK for .NET. For consumers of the SDK we… — @github-trending.bsky.social1 likes and repost
On Hacker News · 1
- Mar 9, 2015DocumentDB as not a service2 points
Other versions73 projects use a version of this.
Word for word · 0
None found.
Edited · 71
- clash-verge-rev/clash-verge-rev★ 154k95% same
- remix-run/react-router★ 57k94% same
- cli/cli★ 47k96% same
- github/awesome-copilot★ 40k95% same
- dotnet/aspnetcore★ 38k98% same
- dotnet/maui★ 23k94% same
- dotnet/core★ 22k87% same
- dotnet/efcore★ 15k99% same
- Jguer/yay★ 14k93% same
- Z3Prover/z3★ 13k86% same
61 more not listed
Wrote their own version · 2
- timmo001/skills★ 1same 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.
Used alongsideProjects with it also use agentic-workflow-designer and gh-stack.
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.
dotnetSkillagentic-workflow-designer
Conversational skill that interviews users to design new agentic workflows
Also in 5 projects that use this
VercelSkillgh-stack
Manages stacked PRs and splits multi-part work into reviewable branches with gh-stack. Use for stack creation, viewing, edits, push, submit, sync, rebase, merge, or checkout; when asked to split or isolate work for review; whenever a user mentions a stack, branch layers, dependent PRs, or gh stack; or when a stack is checked out.
Also in 3 projects that use this
In this repository20 other files it gives its agents.
- AGENTS.mdAGENTS.md
- .github/copilot-instructions.mdCopilot instructions
- analyze-ci-failuresSkill
- auto-build-repairSkill
- azsdk-common-apiview-feedback-resolutionSkill
- azsdk-common-generate-sdk-locallySkill
- azsdk-common-pipeline-analysisSkill
- azsdk-common-pipeline-fixerSkill
- azsdk-common-prepare-release-planSkill
- azsdk-common-sdk-releaseSkill
- azure-sdk-mgmt-pr-reviewSkill
- csharp-azure-spector-coverage-gapsSkill
- dpg-migrationSkill
- find-package-skillSkill
- mgmt-review-comment-resolutionSkill
- mitigate-breaking-changesSkill
- ownersSkill
- pre-commit-checksSkill
- provisioning-library-generationSkill
- refresh-arm-sdk-releaseSkill
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