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fix(eng): list nested skill assets instead of directory names 🤖🤖🤖 (#2765)

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* fix(eng): list nested skill assets instead of directory names

* test(eng): clean up temp dirs and cover nested SKILL.md assets

* fix(eng): do not follow symlinks when listing bundled assets

* fix(eng): keep file symlinks in bundled asset lists
This commit is contained in:
Sepuri Sai Krishna
2026-08-26 06:02:03 +05:30
committed by GitHub
parent ca87445cb2
commit 71f7c9b1dc
3 changed files with 191 additions and 37 deletions
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docs/README.skills.md
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@@ -27,7 +27,7 @@ See [CONTRIBUTING.md](../CONTRIBUTING.md#adding-skills) for guidelines on how to
| Name | Description | Bundled Assets |
| ---- | ----------- | -------------- |
| [acquire-codebase-knowledge](../skills/acquire-codebase-knowledge/SKILL.md)<br />`gh skills install github/awesome-copilot acquire-codebase-knowledge` | Use this skill when the user explicitly asks to map, document, or onboard into an existing codebase. Trigger for prompts like "map this codebase", "document this architecture", "onboard me to this repo", or "create codebase docs". Do not trigger for routine feature implementation, bug fixes, or narrow code edits unless the user asks for repository-level discovery. | `assets/templates`<br />`references/inquiry-checkpoints.md`<br />`references/stack-detection.md`<br />`scripts/scan.py` |
| [acquire-codebase-knowledge](../skills/acquire-codebase-knowledge/SKILL.md)<br />`gh skills install github/awesome-copilot acquire-codebase-knowledge` | Use this skill when the user explicitly asks to map, document, or onboard into an existing codebase. Trigger for prompts like "map this codebase", "document this architecture", "onboard me to this repo", or "create codebase docs". Do not trigger for routine feature implementation, bug fixes, or narrow code edits unless the user asks for repository-level discovery. | `assets/templates/ARCHITECTURE.md`<br />`assets/templates/CONCERNS.md`<br />`assets/templates/CONVENTIONS.md`<br />`assets/templates/INTEGRATIONS.md`<br />`assets/templates/STACK.md`<br />`assets/templates/STRUCTURE.md`<br />`assets/templates/TESTING.md`<br />`references/inquiry-checkpoints.md`<br />`references/stack-detection.md`<br />`scripts/scan.py` |
| [acreadiness-assess](../skills/acreadiness-assess/SKILL.md)<br />`gh skills install github/awesome-copilot acreadiness-assess` | Run the AgentRC readiness assessment on the current repository and produce a static HTML dashboard at reports/index.html. Wraps `npx github:microsoft/agentrc readiness` and hands off rendering to the @ai-readiness-reporter custom agent. Supports policies (--policy) for org-specific scoring. Use when asked to assess, audit, or score the AI readiness of a repo. | `report-template.html` |
| [acreadiness-generate-instructions](../skills/acreadiness-generate-instructions/SKILL.md)<br />`gh skills install github/awesome-copilot acreadiness-generate-instructions` | Generate tailored AI agent instruction files via AgentRC instructions command. Produces .github/copilot-instructions.md (default, recommended for Copilot in VS Code) plus optional per-area .instructions.md files with applyTo globs for monorepos. Use after running /acreadiness-assess to close gaps in the AI Tooling pillar. | None |
| [acreadiness-policy](../skills/acreadiness-policy/SKILL.md)<br />`gh skills install github/awesome-copilot acreadiness-policy` | Help the user pick, write, or apply an AgentRC policy. Policies customise readiness scoring by disabling irrelevant checks, overriding impact/level, setting pass-rate thresholds, or chaining org baselines with team overrides. Use when the user asks about strict mode, AI-only scoring, custom weights, CI gating, or wants org-wide standardisation. | None |
@@ -36,14 +36,14 @@ See [CONTRIBUTING.md](../CONTRIBUTING.md#adding-skills) for guidelines on how to
| [adobe-illustrator-scripting](../skills/adobe-illustrator-scripting/SKILL.md)<br />`gh skills install github/awesome-copilot adobe-illustrator-scripting` | Write, debug, and optimize Adobe Illustrator automation scripts using ExtendScript (JavaScript/JSX). Use when creating or modifying scripts that manipulate documents, layers, paths, text frames, colors, symbols, artboards, or any Illustrator DOM objects. Covers the complete JavaScript object model, coordinate system, measurement units, export workflows, and scripting best practices. | `references/object-model-quick-reference.md`<br />`scripts/batch-export-png.jsx`<br />`scripts/create-color-grid.jsx`<br />`scripts/find-replace-text.jsx` |
| [agent-governance](../skills/agent-governance/SKILL.md)<br />`gh skills install github/awesome-copilot agent-governance` | Patterns and techniques for adding governance, safety, and trust controls to AI agent systems. Use this skill when:<br />- Building AI agents that call external tools (APIs, databases, file systems)<br />- Implementing policy-based access controls for agent tool usage<br />- Adding semantic intent classification to detect dangerous prompts<br />- Creating trust scoring systems for multi-agent workflows<br />- Building audit trails for agent actions and decisions<br />- Enforcing rate limits, content filters, or tool restrictions on agents<br />- Working with any agent framework (PydanticAI, CrewAI, OpenAI Agents, LangChain, AutoGen) | None |
| [agent-owasp-compliance](../skills/agent-owasp-compliance/SKILL.md)<br />`gh skills install github/awesome-copilot agent-owasp-compliance` | Check any AI agent codebase against the OWASP Agentic Security Initiative (ASI) Top 10 risks.<br />Use this skill when:<br />- Evaluating an agent system's security posture before production deployment<br />- Running a compliance check against OWASP ASI 2026 standards<br />- Mapping existing security controls to the 10 agentic risks<br />- Generating a compliance report for security review or audit<br />- Comparing agent framework security features against the standard<br />- Any request like "is my agent OWASP compliant?", "check ASI compliance", or "agentic security audit" | None |
| [agent-skill-stack](../skills/agent-skill-stack/SKILL.md)<br />`gh skills install github/awesome-copilot agent-skill-stack` | Find, evaluate, and assemble the smallest compatible set of AI Agent Skills for an end-to-end natural-language goal. Use when a user wants Skills for a multi-step workflow, asks which Skills fit a project, needs an installed-Skill audit or conflict check, has low Skill recall, wants indirect helpers such as humanizers or compliance checks, or wants a project-specific Skill Stack with controlled installation. Search local Skills, registries, GitHub, and OpenCLI; compare adoption, verified fit, safety, and overlap. Do not use for locating one known or common Skill; use the generic find-skills workflow. | `agents`<br />`references/discovery-ranking.md`<br />`references/local-index-and-profiles.md`<br />`references/security-installation.md`<br />`references/workflow-model.md`<br />`scripts/inventory_skills.py`<br />`scripts/project_profile.py`<br />`scripts/render_stack_card.py`<br />`scripts/skill_index.py`<br />`scripts/stage_install.py` |
| [agent-skill-stack](../skills/agent-skill-stack/SKILL.md)<br />`gh skills install github/awesome-copilot agent-skill-stack` | Find, evaluate, and assemble the smallest compatible set of AI Agent Skills for an end-to-end natural-language goal. Use when a user wants Skills for a multi-step workflow, asks which Skills fit a project, needs an installed-Skill audit or conflict check, has low Skill recall, wants indirect helpers such as humanizers or compliance checks, or wants a project-specific Skill Stack with controlled installation. Search local Skills, registries, GitHub, and OpenCLI; compare adoption, verified fit, safety, and overlap. Do not use for locating one known or common Skill; use the generic find-skills workflow. | `agents/openai.yaml`<br />`references/discovery-ranking.md`<br />`references/local-index-and-profiles.md`<br />`references/security-installation.md`<br />`references/workflow-model.md`<br />`scripts/inventory_skills.py`<br />`scripts/project_profile.py`<br />`scripts/render_stack_card.py`<br />`scripts/skill_index.py`<br />`scripts/stage_install.py` |
| [agent-supply-chain](../skills/agent-supply-chain/SKILL.md)<br />`gh skills install github/awesome-copilot agent-supply-chain` | Verify supply chain integrity for AI agent plugins, tools, and dependencies. Use this skill when:<br />- Generating SHA-256 integrity manifests for agent plugins or tool packages<br />- Verifying that installed plugins match their published manifests<br />- Detecting tampered, modified, or untracked files in agent tool directories<br />- Auditing dependency pinning and version policies for agent components<br />- Building provenance chains for agent plugin promotion (dev → staging → production)<br />- Any request like "verify plugin integrity", "generate manifest", "check supply chain", or "sign this plugin" | None |
| [agentic-eval](../skills/agentic-eval/SKILL.md)<br />`gh skills install github/awesome-copilot agentic-eval` | Patterns and techniques for evaluating and improving AI agent outputs. Use this skill when:<br />- Implementing self-critique and reflection loops<br />- Building evaluator-optimizer pipelines for quality-critical generation<br />- Creating test-driven code refinement workflows<br />- Designing rubric-based or LLM-as-judge evaluation systems<br />- Adding iterative improvement to agent outputs (code, reports, analysis)<br />- Measuring and improving agent response quality | None |
| [ai-prompt-engineering-safety-review](../skills/ai-prompt-engineering-safety-review/SKILL.md)<br />`gh skills install github/awesome-copilot ai-prompt-engineering-safety-review` | Comprehensive AI prompt engineering safety review and improvement prompt. Analyzes prompts for safety, bias, security vulnerabilities, and effectiveness while providing detailed improvement recommendations with extensive frameworks, testing methodologies, and educational content. | None |
| [ai-ready](../skills/ai-ready/SKILL.md)<br />`gh skills install github/awesome-copilot ai-ready` | Make any repo AI-ready — analyzes your codebase and generates AGENTS.md, copilot-instructions.md, CI workflows, issue templates, and more. Mines your PR review patterns and creates files customized to your stack. USE THIS SKILL when the user asks to "make this repo ai-ready", "set up AI config", or "prepare this repo for AI contributions". | None |
| [ai-team-orchestration](../skills/ai-team-orchestration/SKILL.md)<br />`gh skills install github/awesome-copilot ai-team-orchestration` | Bootstrap and run a lightweight multi-agent development team. Use when starting or adopting a project, planning work, coordinating implementation and optional QA, brainstorming with distinct perspectives, or preserving context across sessions. | `references/anti-patterns.md`<br />`references/brainstorm-format.md`<br />`references/project-brief-template.md`<br />`references/sprint-plan-template.md` |
| [anti-ui-slop](../skills/anti-ui-slop/SKILL.md)<br />`gh skills install github/awesome-copilot anti-ui-slop` | Stop coding agents from shipping generic UI. Use UIZZE's 800,000+ real web and iOS screens to build product-specific interfaces, define a design contract, cover required states, and run a hard finish gate. Use when designing, implementing, redesigning, critiquing, or pre-ship reviewing a web or iOS interface in Codex, Claude Code, Cursor, Copilot, or another coding agent. Trigger with "anti-ui-slop", "stop UI slop", "ground this UI in real screens", or "run the UI finish gate". | `CHECKSUMS.sha256`<br />`LICENSE`<br />`MANIFEST.json`<br />`MODIFICATIONS.md`<br />`NOTICE`<br />`agents`<br />`reference`<br />`references/uizze-reference-policy.md` |
| [appinsights-instrumentation](../skills/appinsights-instrumentation/SKILL.md)<br />`gh skills install github/awesome-copilot appinsights-instrumentation` | Instrument a webapp to send useful telemetry data to Azure App Insights | `LICENSE.txt`<br />`examples`<br />`references/ASPNETCORE.md`<br />`references/AUTO.md`<br />`references/NODEJS.md`<br />`references/PYTHON.md`<br />`scripts/appinsights.ps1` |
| [anti-ui-slop](../skills/anti-ui-slop/SKILL.md)<br />`gh skills install github/awesome-copilot anti-ui-slop` | Stop coding agents from shipping generic UI. Use UIZZE's 800,000+ real web and iOS screens to build product-specific interfaces, define a design contract, cover required states, and run a hard finish gate. Use when designing, implementing, redesigning, critiquing, or pre-ship reviewing a web or iOS interface in Codex, Claude Code, Cursor, Copilot, or another coding agent. Trigger with "anti-ui-slop", "stop UI slop", "ground this UI in real screens", or "run the UI finish gate". | `CHECKSUMS.sha256`<br />`LICENSE`<br />`MANIFEST.json`<br />`MODIFICATIONS.md`<br />`NOTICE`<br />`agents/openai.yaml`<br />`reference/audit.md`<br />`reference/distill.md`<br />`reference/ios.md`<br />`reference/new-work.md`<br />`reference/operate.md`<br />`reference/polish.md`<br />`references/uizze-reference-policy.md` |
| [appinsights-instrumentation](../skills/appinsights-instrumentation/SKILL.md)<br />`gh skills install github/awesome-copilot appinsights-instrumentation` | Instrument a webapp to send useful telemetry data to Azure App Insights | `LICENSE.txt`<br />`examples/appinsights.bicep`<br />`references/ASPNETCORE.md`<br />`references/AUTO.md`<br />`references/NODEJS.md`<br />`references/PYTHON.md`<br />`scripts/appinsights.ps1` |
| [apple-appstore-reviewer](../skills/apple-appstore-reviewer/SKILL.md)<br />`gh skills install github/awesome-copilot apple-appstore-reviewer` | Serves as a reviewer of the codebase with instructions on looking for Apple App Store optimizations or rejection reasons. | None |
| [arch-linux-triage](../skills/arch-linux-triage/SKILL.md)<br />`gh skills install github/awesome-copilot arch-linux-triage` | Triage and resolve Arch Linux issues with pacman, systemd, and rolling-release best practices. | None |
| [architecture-blueprint-generator](../skills/architecture-blueprint-generator/SKILL.md)<br />`gh skills install github/awesome-copilot architecture-blueprint-generator` | Comprehensive project architecture blueprint generator that analyzes codebases to create detailed architectural documentation. Automatically detects technology stacks and architectural patterns, generates visual diagrams, documents implementation patterns, and provides extensible blueprints for maintaining architectural consistency and guiding new development. | None |
@@ -72,7 +72,7 @@ See [CONTRIBUTING.md](../CONTRIBUTING.md#adding-skills) for guidelines on how to
| [azure-architecture-autopilot](../skills/azure-architecture-autopilot/SKILL.md)<br />`gh skills install github/awesome-copilot azure-architecture-autopilot` | Design Azure infrastructure using natural language, or analyze existing Azure resources to auto-generate architecture diagrams, refine them through conversation, and deploy with Bicep.<br />When to use this skill: - "Create X on Azure", "Set up a RAG architecture" (new design) - "Analyze my current Azure infrastructure", "Draw a diagram for rg-xxx" (existing analysis) - "Foundry is slow", "I want to reduce costs", "Strengthen security" (natural language modification) - Azure resource deployment, Bicep template generation, IaC code generation - Microsoft Foundry, AI Search, OpenAI, Fabric, ADLS Gen2, Databricks, and all Azure services | `.gitignore`<br />`assets/06-architecture-diagram.png`<br />`assets/07-azure-portal-resources.png`<br />`assets/08-deployment-succeeded.png`<br />`references/ai-data.md`<br />`references/architecture-guidance-sources.md`<br />`references/azure-common-patterns.md`<br />`references/azure-dynamic-sources.md`<br />`references/bicep-generator.md`<br />`references/bicep-reviewer.md`<br />`references/phase0-scanner.md`<br />`references/phase1-advisor.md`<br />`references/phase4-deployer.md`<br />`references/service-gotchas.md`<br />`scripts/cli.py`<br />`scripts/generator.py`<br />`scripts/icons.py` |
| [azure-container-registry-cli](../skills/azure-container-registry-cli/SKILL.md)<br />`gh skills install github/awesome-copilot azure-container-registry-cli` | Manage Azure Container Registry via the az acr CLI including registries, images, cloud builds, ACR Tasks, authentication, tokens, geo-replication, and networking. Use when working with ACR, az acr commands, pushing/importing/purging container images in Azure, or when the user mentions Azure Container Registry. | `references/auth-and-security.md`<br />`references/build-and-tasks.md`<br />`references/images-and-artifacts.md`<br />`references/networking-and-geo.md` |
| [azure-deployment-preflight](../skills/azure-deployment-preflight/SKILL.md)<br />`gh skills install github/awesome-copilot azure-deployment-preflight` | Performs comprehensive preflight validation of Bicep deployments to Azure, including template syntax validation, what-if analysis, and permission checks. Use this skill before any deployment to Azure to preview changes, identify potential issues, and ensure the deployment will succeed. Activate when users mention deploying to Azure, validating Bicep files, checking deployment permissions, previewing infrastructure changes, running what-if, or preparing for azd provision. | `references/ERROR-HANDLING.md`<br />`references/REPORT-TEMPLATE.md`<br />`references/VALIDATION-COMMANDS.md` |
| [azure-developer-cli](../skills/azure-developer-cli/SKILL.md)<br />`gh skills install github/awesome-copilot azure-developer-cli` | Design, create, review, migrate, or troubleshoot Azure Developer CLI (azd) projects using current Microsoft guidance. Use for azd, azure.yaml, AZD templates, Bicep or Terraform under infra, AZD environments and secrets, hooks, deployment workflows, and azd-managed CI/CD. | `examples`<br />`references/iac-and-environments.md`<br />`references/official-docs.md`<br />`references/project-structure.md`<br />`references/security-cicd-operations.md` |
| [azure-developer-cli](../skills/azure-developer-cli/SKILL.md)<br />`gh skills install github/awesome-copilot azure-developer-cli` | Design, create, review, migrate, or troubleshoot Azure Developer CLI (azd) projects using current Microsoft guidance. Use for azd, azure.yaml, AZD templates, Bicep or Terraform under infra, AZD environments and secrets, hooks, deployment workflows, and azd-managed CI/CD. | `examples/azure.yaml`<br />`references/iac-and-environments.md`<br />`references/official-docs.md`<br />`references/project-structure.md`<br />`references/security-cicd-operations.md` |
| [azure-devops-cli](../skills/azure-devops-cli/SKILL.md)<br />`gh skills install github/awesome-copilot azure-devops-cli` | Manage Azure DevOps resources via CLI including projects, repos, pipelines, builds, pull requests, work items, artifacts, and service endpoints. Use when working with Azure DevOps, az commands, devops automation, CI/CD, or when user mentions Azure DevOps CLI. | `references/advanced-usage.md`<br />`references/boards-and-iterations.md`<br />`references/long-comments-on-windows.md`<br />`references/org-and-security.md`<br />`references/pipelines-and-builds.md`<br />`references/repos-and-prs.md`<br />`references/variables-and-agents.md`<br />`references/workflows-and-patterns.md` |
| [azure-pricing](../skills/azure-pricing/SKILL.md)<br />`gh skills install github/awesome-copilot azure-pricing` | Fetches real-time Azure retail pricing using the Azure Retail Prices API (prices.azure.com) and estimates Copilot Studio agent credit consumption. Use when the user asks about the cost of any Azure service, wants to compare SKU prices, needs pricing data for a cost estimate, mentions Azure pricing, Azure costs, Azure billing, or asks about Copilot Studio pricing, Copilot Credits, or agent usage estimation. Covers compute, storage, networking, databases, AI, Copilot Studio, and all other Azure service families. | `references/COPILOT-STUDIO-RATES.md`<br />`references/COST-ESTIMATOR.md`<br />`references/REGIONS.md`<br />`references/SERVICE-NAMES.md` |
| [azure-resource-health-diagnose](../skills/azure-resource-health-diagnose/SKILL.md)<br />`gh skills install github/awesome-copilot azure-resource-health-diagnose` | Analyze Azure resource health, diagnose issues from logs and telemetry, and create a remediation plan for identified problems. | None |
@@ -118,7 +118,7 @@ See [CONTRIBUTING.md](../CONTRIBUTING.md#adding-skills) for guidelines on how to
| [convert-word-to-md](../skills/convert-word-to-md/SKILL.md)<br />`gh skills install github/awesome-copilot convert-word-to-md` | Converts Word (.docx) documents into Markdown so their contents can be accurately analyzed, summarized, searched, or extracted from. Use this skill whenever the user shares, references, or asks about a .docx file — even if they don't say "convert" or "markdown" explicitly. This includes requests to "read", "summarize", "review", "extract data from", "compare", or "analyze" a Word document, resume, report, contract, or proposal. Always run the bundled conversion script to produce Markdown first; do not attempt to parse .docx content directly or write ad-hoc conversion code. Also use this skill for batch requests involving a whole folder of Word documents. IMPORTANT: When the user references a folder or set of documents containing multiple file types (.pdf, .docx, .xlsx), invoke ALL three sibling skills — convert-pdf-to-md, convert-word-to-md, and convert-excel-to-md — so no file type is silently skipped. | `references/setup.md`<br />`scripts/convert_word_to_md.py`<br />`scripts/requirements.txt` |
| [copilot-cli-quickstart](../skills/copilot-cli-quickstart/SKILL.md)<br />`gh skills install github/awesome-copilot copilot-cli-quickstart` | Use this skill when someone wants to learn GitHub Copilot CLI from scratch. Offers interactive step-by-step tutorials with separate Developer and Non-Developer tracks, plus on-demand Q&A. Just say "start tutorial" or ask a question! Note: This skill targets GitHub Copilot CLI specifically and uses CLI-specific tools (ask_user, sql, fetch_copilot_cli_documentation). | None |
| [copilot-instructions-blueprint-generator](../skills/copilot-instructions-blueprint-generator/SKILL.md)<br />`gh skills install github/awesome-copilot copilot-instructions-blueprint-generator` | Technology-agnostic blueprint generator for creating comprehensive copilot-instructions.md files that guide GitHub Copilot to produce code consistent with project standards, architecture patterns, and exact technology versions by analyzing existing codebase patterns and avoiding assumptions. | None |
| [copilot-pr-autopilot](../skills/copilot-pr-autopilot/SKILL.md)<br />`gh skills install github/awesome-copilot copilot-pr-autopilot` | Copilot left 14 review comments on your PR — half are nits. Hours of fix → reply → resolve → re-request, and each round lands MORE comments. This skill runs loop engineering: auto-triggers Copilot Code Review via GraphQL (no @copilot mention), triages every open thread (Copilot, humans, advanced-security) with a fix / decline / escalate rubric, dispatches parallel fix sub-agents that obey the repo build/test/lint conventions, commits per iteration, replies+resolves citing the pushed SHA, then re-triggers until HEAD is reviewed with zero threads awaiting the agent's reply (remaining open threads are explicit hand-offs to the human — escalated declines, design tradeoffs). You merge a clean PR; the bot runs it. Trigger phrases: "address copilot comments", "run a copilot review loop", "fix this PR", "iterate on copilot feedback". Repo-agnostic, gh CLI + PowerShell. Full autopilot needs repo Triage/Write; external PR authors get single-iteration mode plus manual re-trigger (UI 🔄 or substantive-commit push). | `references/01-request-review.md`<br />`references/02-wait.md`<br />`references/03-list-threads.md`<br />`references/04-triage.md`<br />`references/05-fix.md`<br />`references/06-build-test.md`<br />`references/07-commit-push.md`<br />`references/08-reply-resolve.md`<br />`references/09-convergence.md`<br />`references/10-cleanup.md`<br />`references/api-quirks.md`<br />`references/orchestration.md`<br />`scripts/01-request-review.ps1`<br />`scripts/02-check-review-status.ps1`<br />`scripts/03-list-open-threads.ps1`<br />`scripts/08-reply-and-resolve.ps1`<br />`scripts/09-review-round.ps1`<br />`scripts/10-cleanup-outdated.ps1`<br />`scripts/_lib.ps1`<br />`templates` |
| [copilot-pr-autopilot](../skills/copilot-pr-autopilot/SKILL.md)<br />`gh skills install github/awesome-copilot copilot-pr-autopilot` | Copilot left 14 review comments on your PR — half are nits. Hours of fix → reply → resolve → re-request, and each round lands MORE comments. This skill runs loop engineering: auto-triggers Copilot Code Review via GraphQL (no @copilot mention), triages every open thread (Copilot, humans, advanced-security) with a fix / decline / escalate rubric, dispatches parallel fix sub-agents that obey the repo build/test/lint conventions, commits per iteration, replies+resolves citing the pushed SHA, then re-triggers until HEAD is reviewed with zero threads awaiting the agent's reply (remaining open threads are explicit hand-offs to the human — escalated declines, design tradeoffs). You merge a clean PR; the bot runs it. Trigger phrases: "address copilot comments", "run a copilot review loop", "fix this PR", "iterate on copilot feedback". Repo-agnostic, gh CLI + PowerShell. Full autopilot needs repo Triage/Write; external PR authors get single-iteration mode plus manual re-trigger (UI 🔄 or substantive-commit push). | `references/01-request-review.md`<br />`references/02-wait.md`<br />`references/03-list-threads.md`<br />`references/04-triage.md`<br />`references/05-fix.md`<br />`references/06-build-test.md`<br />`references/07-commit-push.md`<br />`references/08-reply-resolve.md`<br />`references/09-convergence.md`<br />`references/10-cleanup.md`<br />`references/api-quirks.md`<br />`references/orchestration.md`<br />`scripts/01-request-review.ps1`<br />`scripts/02-check-review-status.ps1`<br />`scripts/03-list-open-threads.ps1`<br />`scripts/08-reply-and-resolve.ps1`<br />`scripts/09-review-round.ps1`<br />`scripts/10-cleanup-outdated.ps1`<br />`scripts/_lib.ps1`<br />`templates/reply-decline.md`<br />`templates/reply-drift.md`<br />`templates/reply-fix.md`<br />`templates/reply-partial.md` |
| [copilot-sdk](../skills/copilot-sdk/SKILL.md)<br />`gh skills install github/awesome-copilot copilot-sdk` | Build agentic applications with GitHub Copilot SDK. Use when embedding AI agents in apps, creating custom tools, implementing streaming responses, managing sessions, connecting to MCP servers, or creating custom agents. Triggers on Copilot SDK, GitHub SDK, agentic app, embed Copilot, programmable agent, MCP server, custom agent. | None |
| [copilot-spaces](../skills/copilot-spaces/SKILL.md)<br />`gh skills install github/awesome-copilot copilot-spaces` | Use Copilot Spaces to provide project-specific context to conversations. Use this skill when users mention a "Copilot space", want to load context from a shared knowledge base, discover available spaces, or ask questions grounded in curated project documentation, code, and instructions. | None |
| [copilot-usage-metrics](../skills/copilot-usage-metrics/SKILL.md)<br />`gh skills install github/awesome-copilot copilot-usage-metrics` | Retrieve and display GitHub Copilot usage metrics for organizations and enterprises using the GitHub CLI and REST API. | `get-enterprise-metrics.sh`<br />`get-enterprise-user-metrics.sh`<br />`get-org-metrics.sh`<br />`get-org-user-metrics.sh` |
@@ -147,7 +147,7 @@ See [CONTRIBUTING.md](../CONTRIBUTING.md#adding-skills) for guidelines on how to
| [csharp-tunit](../skills/csharp-tunit/SKILL.md)<br />`gh skills install github/awesome-copilot csharp-tunit` | Get best practices for TUnit unit testing, including data-driven tests | None |
| [csharp-xunit](../skills/csharp-xunit/SKILL.md)<br />`gh skills install github/awesome-copilot csharp-xunit` | Get best practices for XUnit unit testing, including data-driven tests | None |
| [d365-solution-blueprint](../skills/d365-solution-blueprint/SKILL.md)<br />`gh skills install github/awesome-copilot d365-solution-blueprint` | Authors a Dynamics 365 Finance and Supply Chain Management Solution Blueprint from scratch through a structured, section-by-section architect interview, establishing scope, target operating model, application and data architecture, integration landscape, migration strategy, security model, ALM, testing, deployment, and support approach, with a decision log capturing rationale and rejected alternatives. Use when the user wants to create D365 implementation architecture documentation, start a D365 implementation, design the architecture, prepare a Solution Blueprint, or identify the architectural decisions the programme must make. Do not use for critique of an existing design; that is a review task rather than blueprint authoring. | `assets/blueprint-template.md`<br />`references/section-guide.md` |
| [daily-focus-board](../skills/daily-focus-board/SKILL.md)<br />`gh skills install github/awesome-copilot daily-focus-board` | Spin up a personal, motivating daily focus board that renders in a browser canvas and that the user drives by talking to their AI partner. Tasks track status (to-do → in progress → done) with timestamped progress notes and roll up into a "today's momentum" feed; numeric-goal tasks (pages, pomodoros, reps) render as progress-bar counters. Executive-function / neurodivergent-friendly by design: Focus mode, kind "not today" carryover (no overdue-shaming), a brain-dump box, reduced-motion, and gentle deadline countdowns. Add, reorder, and relabel tasks live, assign Eisenhower priority (Do first / Schedule / Delegate / Later), open with an above/below-the-line check-in and a daily mantra, and save an end-of-day recap. Use when someone wants to plan their day, stay focused, kick off a work session, or track progress. Progress persists in the browser (localStorage). | `assets/board.template.html`<br />`examples`<br />`references/customize.md`<br />`references/neurodivergent-design.md`<br />`references/tutorial.md`<br />`scripts/serve-board.ps1` |
| [daily-focus-board](../skills/daily-focus-board/SKILL.md)<br />`gh skills install github/awesome-copilot daily-focus-board` | Spin up a personal, motivating daily focus board that renders in a browser canvas and that the user drives by talking to their AI partner. Tasks track status (to-do → in progress → done) with timestamped progress notes and roll up into a "today's momentum" feed; numeric-goal tasks (pages, pomodoros, reps) render as progress-bar counters. Executive-function / neurodivergent-friendly by design: Focus mode, kind "not today" carryover (no overdue-shaming), a brain-dump box, reduced-motion, and gentle deadline countdowns. Add, reorder, and relabel tasks live, assign Eisenhower priority (Do first / Schedule / Delegate / Later), open with an above/below-the-line check-in and a daily mantra, and save an end-of-day recap. Use when someone wants to plan their day, stay focused, kick off a work session, or track progress. Progress persists in the browser (localStorage). | `assets/board.template.html`<br />`examples/sample-board.html`<br />`references/customize.md`<br />`references/neurodivergent-design.md`<br />`references/tutorial.md`<br />`scripts/serve-board.ps1` |
| [daily-prep](../skills/daily-prep/SKILL.md)<br />`gh skills install github/awesome-copilot daily-prep` | Prepare for tomorrow's meetings and tasks. Pulls calendar from Outlook via WorkIQ, cross-references open tasks and workspace context, classifies meetings, detects conflicts and day-fit issues, finds learning and deep-work slots, and generates a structured HTML prep file with productivity recommendations. | None |
| [data-breach-blast-radius](../skills/data-breach-blast-radius/SKILL.md)<br />`gh skills install github/awesome-copilot data-breach-blast-radius` | Pre-breach impact analysis: inventories sensitive data (PII, PHI, PCI-DSS, credentials), traces data flows, scores exposure vectors, and produces a regulatory blast radius report with fine ranges sourced verbatim from GDPR Art. 83, CCPA § 1798.155(a), and HIPAA 45 CFR § 160.404. Cost benchmarks from IBM Cost of a Data Breach Report (annually updated). All citations in references/SOURCES.md for verification. Use when asked: "assess breach impact", "what data could be exposed", "calculate blast radius", "data exposure analysis", "how bad would a breach be", "quantify data risk", "sensitive data inventory", "data flow security audit", "pre-breach assessment", "worst-case breach scenario", "breach readiness", "data risk report", "/data-breach-blast-radius". For any stack handling user data, health records, or financial information. Output labels law-sourced figures (exact) vs heuristic estimates (planning only). Does not replace legal counsel. | `references/SOURCES.md`<br />`references/blast-radius-calculator.md`<br />`references/data-classification.md`<br />`references/hardening-playbook.md`<br />`references/regulatory-impact.md`<br />`references/report-format.md` |
| [datanalysis-credit-risk](../skills/datanalysis-credit-risk/SKILL.md)<br />`gh skills install github/awesome-copilot datanalysis-credit-risk` | Credit risk data cleaning and variable screening pipeline for pre-loan modeling. Use when working with raw credit data that needs quality assessment, missing value analysis, or variable selection before modeling. it covers data loading and formatting, abnormal period filtering, missing rate calculation, high-missing variable removal,low-IV variable filtering, high-PSI variable removal, Null Importance denoising, high-correlation variable removal, and cleaning report generation. Applicable scenarios arecredit risk data cleaning, variable screening, pre-loan modeling preprocessing. | `references/analysis.py`<br />`references/func.py`<br />`scripts/example.py` |
@@ -170,7 +170,7 @@ See [CONTRIBUTING.md](../CONTRIBUTING.md#adding-skills) for guidelines on how to
| [dotnet-timezone](../skills/dotnet-timezone/SKILL.md)<br />`gh skills install github/awesome-copilot dotnet-timezone` | .NET timezone handling guidance for C# applications. Use when working with TimeZoneInfo, DateTimeOffset, NodaTime, UTC conversion, daylight saving time, scheduling across timezones, cross-platform Windows/IANA timezone IDs, or when a .NET user needs the timezone for a city, address, region, or country and copy-paste-ready C# code. | `references/code-patterns.md`<br />`references/timezone-index.md` |
| [dotnet-upgrade](../skills/dotnet-upgrade/SKILL.md)<br />`gh skills install github/awesome-copilot dotnet-upgrade` | Ready-to-use prompts for comprehensive .NET framework upgrade analysis and execution | None |
| [doublecheck](../skills/doublecheck/SKILL.md)<br />`gh skills install github/awesome-copilot doublecheck` | Three-layer verification pipeline for AI output. Extracts verifiable claims, finds supporting or contradicting sources via web search, runs adversarial review for hallucination patterns, and produces a structured verification report with source links for human review. | `assets/verification-report-template.md` |
| [draw-io-diagram-generator](../skills/draw-io-diagram-generator/SKILL.md)<br />`gh skills install github/awesome-copilot draw-io-diagram-generator` | Use when creating, editing, or generating draw.io diagram files (.drawio, .drawio.svg, .drawio.png). Covers mxGraph XML authoring, shape libraries, style strings, flowcharts, system architecture, sequence diagrams, ER diagrams, UML class diagrams, network topology, layout strategy, the hediet.vscode-drawio VS Code extension, and the full agent workflow from request to a ready-to-open file. | `assets/templates`<br />`references/drawio-xml-schema.md`<br />`references/shape-libraries.md`<br />`references/style-reference.md`<br />`scripts/.gitignore`<br />`scripts/README.md`<br />`scripts/add-shape.py`<br />`scripts/validate-drawio.py` |
| [draw-io-diagram-generator](../skills/draw-io-diagram-generator/SKILL.md)<br />`gh skills install github/awesome-copilot draw-io-diagram-generator` | Use when creating, editing, or generating draw.io diagram files (.drawio, .drawio.svg, .drawio.png). Covers mxGraph XML authoring, shape libraries, style strings, flowcharts, system architecture, sequence diagrams, ER diagrams, UML class diagrams, network topology, layout strategy, the hediet.vscode-drawio VS Code extension, and the full agent workflow from request to a ready-to-open file. | `assets/templates/architecture.drawio`<br />`assets/templates/er-diagram.drawio`<br />`assets/templates/flowchart.drawio`<br />`assets/templates/sequence.drawio`<br />`assets/templates/uml-class.drawio`<br />`references/drawio-xml-schema.md`<br />`references/shape-libraries.md`<br />`references/style-reference.md`<br />`scripts/.gitignore`<br />`scripts/README.md`<br />`scripts/add-shape.py`<br />`scripts/validate-drawio.py` |
| [drawio](../skills/drawio/SKILL.md)<br />`gh skills install github/awesome-copilot drawio` | Generate draw.io diagrams as .drawio files and export to PNG/SVG/PDF with embedded XML | `scripts/drawio-to-png.mjs`<br />`scripts/package.json` |
| [editorconfig](../skills/editorconfig/SKILL.md)<br />`gh skills install github/awesome-copilot editorconfig` | Generates a comprehensive and best-practice-oriented .editorconfig file based on project analysis and user preferences. | None |
| [ef-core](../skills/ef-core/SKILL.md)<br />`gh skills install github/awesome-copilot ef-core` | Get best practices for Entity Framework Core | None |
@@ -178,10 +178,10 @@ See [CONTRIBUTING.md](../CONTRIBUTING.md#adding-skills) for guidelines on how to
| [em-dash](../skills/em-dash/SKILL.md)<br />`gh skills install github/awesome-copilot em-dash` | Expert on the history, origin, and correct use of the em dash. Use when writing or reviewing code, comments, or data files to avoid em and en dashes, defaulting to never using them and replacing any found with a hyphen (-). Includes strong knowledge of punctuation marks and the proper usage of punctuation characters when writing comments. | None |
| [email-drafter](../skills/email-drafter/SKILL.md)<br />`gh skills install github/awesome-copilot email-drafter` | Draft and review professional emails that match your personal writing style. Analyzes your sent emails for tone, greeting, structure, and sign-off patterns via WorkIQ, then generates context-aware drafts for any recipient. USE FOR: draft email, write email, compose email, reply email, follow-up email, analyze email tone, email style. | None |
| [entra-agent-user](../skills/entra-agent-user/SKILL.md)<br />`gh skills install github/awesome-copilot entra-agent-user` | Create Agent Users in Microsoft Entra ID from Agent Identities, enabling AI agents to act as digital workers with user identity capabilities in Microsoft 365 and Azure environments. | None |
| [eval-driven-dev](../skills/eval-driven-dev/SKILL.md)<br />`gh skills install github/awesome-copilot eval-driven-dev` | Improve AI application with evaluation-driven development. Define eval criteria, instrument the application, build golden datasets, observe and evaluate application runs, analyze results, and produce a concrete action plan for improvements. ALWAYS USE THIS SKILL when the user asks to set up QA, add tests, add evals, evaluate, benchmark, fix wrong behaviors, improve quality, or do quality assurance for any Python project that calls an LLM model. | `references/1-a-project-analysis.md`<br />`references/1-b-entry-point.md`<br />`references/1-c-eval-criteria.md`<br />`references/2a-instrumentation.md`<br />`references/2b-implement-runnable.md`<br />`references/2c-capture-and-verify-trace.md`<br />`references/3-define-evaluators.md`<br />`references/4-build-dataset.md`<br />`references/5-run-tests.md`<br />`references/6-analyze-outcomes.md`<br />`references/evaluators.md`<br />`references/runnable-examples`<br />`references/testing-api.md`<br />`references/wrap-api.md`<br />`resources` |
| [eval-driven-dev](../skills/eval-driven-dev/SKILL.md)<br />`gh skills install github/awesome-copilot eval-driven-dev` | Improve AI application with evaluation-driven development. Define eval criteria, instrument the application, build golden datasets, observe and evaluate application runs, analyze results, and produce a concrete action plan for improvements. ALWAYS USE THIS SKILL when the user asks to set up QA, add tests, add evals, evaluate, benchmark, fix wrong behaviors, improve quality, or do quality assurance for any Python project that calls an LLM model. | `references/1-a-project-analysis.md`<br />`references/1-b-entry-point.md`<br />`references/1-c-eval-criteria.md`<br />`references/2a-instrumentation.md`<br />`references/2b-implement-runnable.md`<br />`references/2c-capture-and-verify-trace.md`<br />`references/3-define-evaluators.md`<br />`references/4-build-dataset.md`<br />`references/5-run-tests.md`<br />`references/6-analyze-outcomes.md`<br />`references/evaluators.md`<br />`references/runnable-examples/cli-app.md`<br />`references/runnable-examples/fastapi-web-server.md`<br />`references/runnable-examples/standalone-function.md`<br />`references/testing-api.md`<br />`references/wrap-api.md`<br />`resources/setup.sh`<br />`resources/verify_step6_completion.py` |
| [exam-ready](../skills/exam-ready/SKILL.md)<br />`gh skills install github/awesome-copilot exam-ready` | Activate this skill when a student provides study material (PDF or pasted notes) and a syllabus, and wants to prepare for an exam. Extracts key definitions, points, keywords, diagrams, exam-ready sentences, and practice questions strictly from the provided material. | None |
| [excalidraw-diagram-generator](../skills/excalidraw-diagram-generator/SKILL.md)<br />`gh skills install github/awesome-copilot excalidraw-diagram-generator` | Generate Excalidraw diagrams from natural language descriptions. Use when asked to "create a diagram", "make a flowchart", "visualize a process", "draw a system architecture", "create a mind map", or "generate an Excalidraw file". Supports flowcharts, relationship diagrams, mind maps, and system architecture diagrams. Outputs .excalidraw JSON files that can be opened directly in Excalidraw. | `references/element-types.md`<br />`references/excalidraw-schema.md`<br />`scripts/.gitignore`<br />`scripts/README.md`<br />`scripts/add-arrow.py`<br />`scripts/add-icon-to-diagram.py`<br />`scripts/split-excalidraw-library.py`<br />`templates` |
| [eyeball](../skills/eyeball/SKILL.md)<br />`gh skills install github/awesome-copilot eyeball` | Document analysis with inline source screenshots. When you ask Copilot to analyze a document, Eyeball generates a Word doc where every factual claim includes a highlighted screenshot from the source material so you can verify it with your own eyes. | `tools` |
| [excalidraw-diagram-generator](../skills/excalidraw-diagram-generator/SKILL.md)<br />`gh skills install github/awesome-copilot excalidraw-diagram-generator` | Generate Excalidraw diagrams from natural language descriptions. Use when asked to "create a diagram", "make a flowchart", "visualize a process", "draw a system architecture", "create a mind map", or "generate an Excalidraw file". Supports flowcharts, relationship diagrams, mind maps, and system architecture diagrams. Outputs .excalidraw JSON files that can be opened directly in Excalidraw. | `references/element-types.md`<br />`references/excalidraw-schema.md`<br />`scripts/.gitignore`<br />`scripts/README.md`<br />`scripts/add-arrow.py`<br />`scripts/add-icon-to-diagram.py`<br />`scripts/split-excalidraw-library.py`<br />`templates/business-flow-swimlane-template.excalidraw`<br />`templates/class-diagram-template.excalidraw`<br />`templates/data-flow-diagram-template.excalidraw`<br />`templates/er-diagram-template.excalidraw`<br />`templates/flowchart-template.excalidraw`<br />`templates/mindmap-template.excalidraw`<br />`templates/relationship-template.excalidraw`<br />`templates/sequence-diagram-template.excalidraw` |
| [eyeball](../skills/eyeball/SKILL.md)<br />`gh skills install github/awesome-copilot eyeball` | Document analysis with inline source screenshots. When you ask Copilot to analyze a document, Eyeball generates a Word doc where every factual claim includes a highlighted screenshot from the source material so you can verify it with your own eyes. | `tools/eyeball.py` |
| [fabric-lakehouse](../skills/fabric-lakehouse/SKILL.md)<br />`gh skills install github/awesome-copilot fabric-lakehouse` | Use this skill to get context about Fabric Lakehouse and its features for software systems and AI-powered functions. It offers descriptions of Lakehouse data components, organization with schemas and shortcuts, access control, and code examples. This skill supports users in designing, building, and optimizing Lakehouse solutions using best practices. | `references/getdata.md`<br />`references/pyspark.md` |
| [fedora-linux-triage](../skills/fedora-linux-triage/SKILL.md)<br />`gh skills install github/awesome-copilot fedora-linux-triage` | Triage and resolve Fedora issues with dnf, systemd, and SELinux-aware guidance. | None |
| [finalize-agent-prompt](../skills/finalize-agent-prompt/SKILL.md)<br />`gh skills install github/awesome-copilot finalize-agent-prompt` | Finalize prompt file using the role of an AI agent to polish the prompt for the end user. | None |
@@ -207,7 +207,7 @@ See [CONTRIBUTING.md](../CONTRIBUTING.md#adding-skills) for guidelines on how to
| [gen-specs-as-issues](../skills/gen-specs-as-issues/SKILL.md)<br />`gh skills install github/awesome-copilot gen-specs-as-issues` | This workflow guides you through a systematic approach to identify missing features, prioritize them, and create detailed specifications for implementation. | None |
| [generate-custom-instructions-from-codebase](../skills/generate-custom-instructions-from-codebase/SKILL.md)<br />`gh skills install github/awesome-copilot generate-custom-instructions-from-codebase` | Migration and code evolution instructions generator for GitHub Copilot. Analyzes differences between two project versions (branches, commits, or releases) to create precise instructions allowing Copilot to maintain consistency during technology migrations, major refactoring, or framework version upgrades. | None |
| [generate-image](../skills/generate-image/SKILL.md)<br />`gh skills install github/awesome-copilot generate-image` | Generate images using AI. Use when asked to generate, create, or make images, textures, icons, sprites, artwork, visual assets, or mockups. Supports OpenAI (gpt-image-2) and Google Gemini (Nano Banana). Requires an API key for the chosen provider. | None |
| [geofeed-tuner](../skills/geofeed-tuner/SKILL.md)<br />`gh skills install github/awesome-copilot geofeed-tuner` | Use this skill whenever the user mentions IP geolocation feeds, RFC 8805, geofeeds, or wants help creating, tuning, validating, or publishing a self-published IP geolocation feed in CSV format. Intended user audience is a network operator, ISP, mobile carrier, cloud provider, hosting company, IXP, or satellite provider asking about IP geolocation accuracy, or geofeed authoring best practices. Helps create, refine, and improve CSV-format IP geolocation feeds with opinionated recommendations beyond RFC 8805 compliance. Do NOT use for private or internal IP address management — applies only to publicly routable IP addresses. | `assets/example`<br />`assets/iso3166-1.json`<br />`assets/iso3166-2.json`<br />`assets/small-territories.json`<br />`references/rfc8805.txt`<br />`references/snippets-python3.md`<br />`scripts/templates` |
| [geofeed-tuner](../skills/geofeed-tuner/SKILL.md)<br />`gh skills install github/awesome-copilot geofeed-tuner` | Use this skill whenever the user mentions IP geolocation feeds, RFC 8805, geofeeds, or wants help creating, tuning, validating, or publishing a self-published IP geolocation feed in CSV format. Intended user audience is a network operator, ISP, mobile carrier, cloud provider, hosting company, IXP, or satellite provider asking about IP geolocation accuracy, or geofeed authoring best practices. Helps create, refine, and improve CSV-format IP geolocation feeds with opinionated recommendations beyond RFC 8805 compliance. Do NOT use for private or internal IP address management — applies only to publicly routable IP addresses. | `assets/example/01-user-input-rfc8805-feed.csv`<br />`assets/iso3166-1.json`<br />`assets/iso3166-2.json`<br />`assets/small-territories.json`<br />`references/rfc8805.txt`<br />`references/snippets-python3.md`<br />`scripts/templates/index.html` |
| [gh-attach](../skills/gh-attach/SKILL.md)<br />`gh skills install github/awesome-copilot gh-attach` | Uploads a local file (screenshot, image, PDF, zip, video) to GitHub user-attachments, downloads GitHub user-attachments, and embeds local files in a PR, issue, or comment. Use when asked to "attach a screenshot to the PR", "add an image to the issue", "embed before/after screenshots", "attach this file", or "download this GitHub attachment". Powered by `gh-attach`. | None |
| [git-commit](../skills/git-commit/SKILL.md)<br />`gh skills install github/awesome-copilot git-commit` | Execute git commit with conventional commit message analysis, intelligent staging, and message generation. Use when user asks to commit changes, create a git commit, or mentions "/commit". Supports: (1) Auto-detecting type and scope from changes, (2) Generating conventional commit messages from diff, (3) Interactive commit with optional type/scope/description overrides, (4) Intelligent file staging for logical grouping | None |
| [git-flow-branch-creator](../skills/git-flow-branch-creator/SKILL.md)<br />`gh skills install github/awesome-copilot git-flow-branch-creator` | Intelligent Git Flow branch creator that analyzes git status/diff and creates appropriate branches following the nvie Git Flow branching model. | None |
@@ -279,7 +279,7 @@ See [CONTRIBUTING.md](../CONTRIBUTING.md#adding-skills) for guidelines on how to
| [migrating-oracle-to-postgres-data-access-code](../skills/migrating-oracle-to-postgres-data-access-code/SKILL.md)<br />`gh skills install github/awesome-copilot migrating-oracle-to-postgres-data-access-code` | Migrates .NET/C# data access code from Oracle to PostgreSQL (Npgsql). Replaces Oracle NuGet packages, rewrites OracleConnection/OracleCommand/OracleDataReader usage, fixes DbType mappings, updates stored procedure invocation patterns, and adapts connection string configuration. Use when migrating the application code layer of a .NET project during an Oracle-to-PostgreSQL database migration. | None |
| [migrating-oracle-to-postgres-stored-procedures](../skills/migrating-oracle-to-postgres-stored-procedures/SKILL.md)<br />`gh skills install github/awesome-copilot migrating-oracle-to-postgres-stored-procedures` | Migrates Oracle PL/SQL stored procedures to PostgreSQL PL/pgSQL. Translates Oracle-specific syntax, preserves method signatures and type-anchored parameters, leverages orafce where appropriate, and applies explicit collation mapping (`COLLATE "C"` only when appropriate, locale collations when required). Use when converting Oracle stored procedures or functions to PostgreSQL equivalents during a database migration. | None |
| [minecraft-plugin-development](../skills/minecraft-plugin-development/SKILL.md)<br />`gh skills install github/awesome-copilot minecraft-plugin-development` | Use this skill when building or modifying Minecraft server plugins for Paper, Spigot, or Bukkit, including plugin.yml setup, commands, listeners, schedulers, player state, team or arena systems, persistent progression, economy or profile data, configuration files, Adventure text, and version-safe API usage. Trigger for requests like "build a Minecraft plugin", "add a Paper command", "fix a Bukkit listener", "create plugin.yml", "implement a minigame mechanic", "add a perk or quest system", or "debug server plugin behavior". | `references/bootstrap-registration.md`<br />`references/build-test-and-runtime-validation.md`<br />`references/config-data-and-async.md`<br />`references/maps-heroes-and-feature-modules.md`<br />`references/minigame-instance-flow.md`<br />`references/persistent-progression-and-events.md`<br />`references/project-patterns.md`<br />`references/state-sessions-and-phases.md` |
| [mini-context-graph](../skills/mini-context-graph/SKILL.md)<br />`gh skills install github/awesome-copilot mini-context-graph` | A persistent, compounding knowledge base combining Karpathy's LLM Wiki pattern<br />with a structured knowledge graph. Ingest documents once — the LLM writes wiki<br />pages, extracts entities/relations into the graph, and stores raw content for<br />evidence retrieval. Knowledge accumulates and cross-references; it is never<br />re-derived from scratch. | `references/ingestion.md`<br />`references/lint.md`<br />`references/ontology.md`<br />`references/retrieval.md`<br />`scripts/config.py`<br />`scripts/contextgraph.py`<br />`scripts/template_agent_workflow.py`<br />`scripts/tools` |
| [mini-context-graph](../skills/mini-context-graph/SKILL.md)<br />`gh skills install github/awesome-copilot mini-context-graph` | A persistent, compounding knowledge base combining Karpathy's LLM Wiki pattern<br />with a structured knowledge graph. Ingest documents once — the LLM writes wiki<br />pages, extracts entities/relations into the graph, and stores raw content for<br />evidence retrieval. Knowledge accumulates and cross-references; it is never<br />re-derived from scratch. | `references/ingestion.md`<br />`references/lint.md`<br />`references/ontology.md`<br />`references/retrieval.md`<br />`scripts/config.py`<br />`scripts/contextgraph.py`<br />`scripts/template_agent_workflow.py`<br />`scripts/tools/__init__.py`<br />`scripts/tools/documents_store.py`<br />`scripts/tools/graph_store.py`<br />`scripts/tools/index_store.py`<br />`scripts/tools/ontology_store.py`<br />`scripts/tools/retrieval_engine.py`<br />`scripts/tools/wiki_store.py` |
| [mkdocs-translations](../skills/mkdocs-translations/SKILL.md)<br />`gh skills install github/awesome-copilot mkdocs-translations` | Generate a language translation for a mkdocs documentation stack. | None |
| [msgraph-sdk](../skills/msgraph-sdk/SKILL.md)<br />`gh skills install github/awesome-copilot msgraph-sdk` | Integrate Microsoft Graph SDK into any project — .NET, TypeScript/JavaScript, or Python. Covers auth patterns (client credentials, OBO, managed identity), SDK setup, calling Graph APIs, batching, delta queries, change notifications, throttling, and permission scopes. Use when accessing Microsoft 365 data (users, mail, calendar, Teams, files, SharePoint) from any application type. | `references/dotnet.md`<br />`references/python.md`<br />`references/typescript.md` |
| [msstore-cli](../skills/msstore-cli/SKILL.md)<br />`gh skills install github/awesome-copilot msstore-cli` | Microsoft Store Developer CLI (msstore) for publishing Windows applications to the Microsoft Store. Use when asked to configure Store credentials, list Store apps, check submission status, publish submissions, manage package flights, set up CI/CD for Store publishing, or integrate with Partner Center. Supports Windows App SDK/WinUI, UWP, .NET MAUI, Flutter, Electron, React Native, and PWA applications. | None |
@@ -323,7 +323,7 @@ See [CONTRIBUTING.md](../CONTRIBUTING.md#adding-skills) for guidelines on how to
| [power-platform-architect](../skills/power-platform-architect/SKILL.md)<br />`gh skills install github/awesome-copilot power-platform-architect` | Use this skill when the user needs to transform business requirements, use case descriptions, or meeting transcripts into a technical Power Platform solution architecture, including component selection and Mermaid.js diagrams. | None |
| [power-platform-mcp-connector-suite](../skills/power-platform-mcp-connector-suite/SKILL.md)<br />`gh skills install github/awesome-copilot power-platform-mcp-connector-suite` | Generate complete Power Platform custom connector with MCP integration for Copilot Studio - includes schema generation, troubleshooting, and validation | None |
| [powerbi-modeling](../skills/powerbi-modeling/SKILL.md)<br />`gh skills install github/awesome-copilot powerbi-modeling` | Power BI semantic modeling assistant for building optimized data models. Use when working with Power BI semantic models, creating measures, designing star schemas, configuring relationships, implementing RLS, or optimizing model performance. Triggers on queries about DAX calculations, table relationships, dimension/fact table design, naming conventions, model documentation, cardinality, cross-filter direction, calculation groups, and data model best practices. Always connects to the active model first using power-bi-modeling MCP tools to understand the data structure before providing guidance. | `references/MEASURES-DAX.md`<br />`references/PERFORMANCE.md`<br />`references/RELATIONSHIPS.md`<br />`references/RLS.md`<br />`references/STAR-SCHEMA.md` |
| [pr-dashboard](../skills/pr-dashboard/SKILL.md)<br />`gh skills install github/awesome-copilot pr-dashboard` | Open a GitHub PR dashboard in the browser. Use when the user asks to see their pull requests, open the PR dashboard, show PRs for a date range, or check PR status. Trigger phrases include "show my PRs", "open PR dashboard", "pull request dashboard". | `assets/dashboard.html`<br />`scripts/lib`<br />`scripts/pr-dashboard-cli.mjs` |
| [pr-dashboard](../skills/pr-dashboard/SKILL.md)<br />`gh skills install github/awesome-copilot pr-dashboard` | Open a GitHub PR dashboard in the browser. Use when the user asks to see their pull requests, open the PR dashboard, show PRs for a date range, or check PR status. Trigger phrases include "show my PRs", "open PR dashboard", "pull request dashboard". | `assets/dashboard.html`<br />`scripts/lib/utils.mjs`<br />`scripts/pr-dashboard-cli.mjs` |
| [pr-screenshots](../skills/pr-screenshots/SKILL.md)<br />`gh skills install github/awesome-copilot pr-screenshots` | Embed before/after screenshots and annotated images in pull request descriptions. Covers PR description patterns, image upload for Azure DevOps and GitHub, and sizing best practices. | None |
| [prd](../skills/prd/SKILL.md)<br />`gh skills install github/awesome-copilot prd` | Generate high-quality Product Requirements Documents (PRDs) for software systems and AI-powered features. Includes executive summaries, user stories, technical specifications, and risk analysis. | None |
| [premium-frontend-ui](../skills/premium-frontend-ui/SKILL.md)<br />`gh skills install github/awesome-copilot premium-frontend-ui` | A comprehensive guide for GitHub Copilot to craft immersive, high-performance web experiences with advanced motion, typography, and architectural craftsmanship. | None |
@@ -337,12 +337,12 @@ See [CONTRIBUTING.md](../CONTRIBUTING.md#adding-skills) for guidelines on how to
| [qdrant-clients-sdk](../skills/qdrant-clients-sdk/SKILL.md)<br />`gh skills install github/awesome-copilot qdrant-clients-sdk` | Qdrant provides client SDKs for various programming languages, allowing easy integration with Qdrant deployments. | None |
| [qdrant-deployment-options](../skills/qdrant-deployment-options/SKILL.md)<br />`gh skills install github/awesome-copilot qdrant-deployment-options` | Guides Qdrant deployment selection. Use when someone asks 'how to deploy Qdrant', 'Docker vs Cloud', 'local mode', 'embedded Qdrant', 'Qdrant EDGE', 'which deployment option', 'self-hosted vs cloud', or 'need lowest latency deployment'. Also use when choosing between deployment types for a new project. | None |
| [qdrant-model-migration](../skills/qdrant-model-migration/SKILL.md)<br />`gh skills install github/awesome-copilot qdrant-model-migration` | Guides embedding model migration in Qdrant without downtime. Use when someone asks 'how to switch embedding models', 'how to migrate vectors', 'how to update to a new model', 'zero-downtime model change', 'how to re-embed my data', or 'can I use two models at once'. Also use when upgrading model dimensions, switching providers, or A/B testing models. | None |
| [qdrant-monitoring](../skills/qdrant-monitoring/SKILL.md)<br />`gh skills install github/awesome-copilot qdrant-monitoring` | Guides Qdrant monitoring and observability setup. Use when someone asks 'how to monitor Qdrant', 'what metrics to track', 'is Qdrant healthy', 'optimizer stuck', 'why is memory growing', 'requests are slow', or needs to set up Prometheus, Grafana, or health checks. Also use when debugging production issues that require metric analysis. | `debugging`<br />`setup` |
| [qdrant-performance-optimization](../skills/qdrant-performance-optimization/SKILL.md)<br />`gh skills install github/awesome-copilot qdrant-performance-optimization` | Different techniques to optimize the performance of Qdrant, including indexing strategies, query optimization, and hardware considerations. Use when you want to improve the speed and efficiency of your Qdrant deployment. | `indexing-performance-optimization`<br />`memory-usage-optimization`<br />`search-speed-optimization` |
| [qdrant-scaling](../skills/qdrant-scaling/SKILL.md)<br />`gh skills install github/awesome-copilot qdrant-scaling` | Guides Qdrant scaling decisions. Use when someone asks 'how many nodes do I need', 'data doesn't fit on one node', 'need more throughput', 'cluster is slow', 'too many tenants', 'vertical or horizontal', 'how to shard', or 'need to add capacity'. | `minimize-latency`<br />`scaling-data-volume`<br />`scaling-qps`<br />`scaling-query-volume` |
| [qdrant-search-quality](../skills/qdrant-search-quality/SKILL.md)<br />`gh skills install github/awesome-copilot qdrant-search-quality` | Diagnoses and improves Qdrant search relevance. Use when someone reports 'search results are bad', 'wrong results', 'low precision', 'low recall', 'irrelevant matches', 'missing expected results', or asks 'how to improve search quality?', 'which embedding model?', 'should I use hybrid search?', 'should I use reranking?'. Also use when search quality degrades after quantization, model change, or data growth. | `diagnosis`<br />`search-strategies` |
| [qdrant-monitoring](../skills/qdrant-monitoring/SKILL.md)<br />`gh skills install github/awesome-copilot qdrant-monitoring` | Guides Qdrant monitoring and observability setup. Use when someone asks 'how to monitor Qdrant', 'what metrics to track', 'is Qdrant healthy', 'optimizer stuck', 'why is memory growing', 'requests are slow', or needs to set up Prometheus, Grafana, or health checks. Also use when debugging production issues that require metric analysis. | `debugging/SKILL.md`<br />`setup/SKILL.md` |
| [qdrant-performance-optimization](../skills/qdrant-performance-optimization/SKILL.md)<br />`gh skills install github/awesome-copilot qdrant-performance-optimization` | Different techniques to optimize the performance of Qdrant, including indexing strategies, query optimization, and hardware considerations. Use when you want to improve the speed and efficiency of your Qdrant deployment. | `indexing-performance-optimization/SKILL.md`<br />`memory-usage-optimization/SKILL.md`<br />`search-speed-optimization/SKILL.md` |
| [qdrant-scaling](../skills/qdrant-scaling/SKILL.md)<br />`gh skills install github/awesome-copilot qdrant-scaling` | Guides Qdrant scaling decisions. Use when someone asks 'how many nodes do I need', 'data doesn't fit on one node', 'need more throughput', 'cluster is slow', 'too many tenants', 'vertical or horizontal', 'how to shard', or 'need to add capacity'. | `minimize-latency/SKILL.md`<br />`scaling-data-volume/SKILL.md`<br />`scaling-data-volume/horizontal-scaling/SKILL.md`<br />`scaling-data-volume/sliding-time-window/SKILL.md`<br />`scaling-data-volume/tenant-scaling/SKILL.md`<br />`scaling-data-volume/vertical-scaling/SKILL.md`<br />`scaling-qps/SKILL.md`<br />`scaling-query-volume/SKILL.md` |
| [qdrant-search-quality](../skills/qdrant-search-quality/SKILL.md)<br />`gh skills install github/awesome-copilot qdrant-search-quality` | Diagnoses and improves Qdrant search relevance. Use when someone reports 'search results are bad', 'wrong results', 'low precision', 'low recall', 'irrelevant matches', 'missing expected results', or asks 'how to improve search quality?', 'which embedding model?', 'should I use hybrid search?', 'should I use reranking?'. Also use when search quality degrades after quantization, model change, or data growth. | `diagnosis/SKILL.md`<br />`search-strategies/SKILL.md` |
| [qdrant-version-upgrade](../skills/qdrant-version-upgrade/SKILL.md)<br />`gh skills install github/awesome-copilot qdrant-version-upgrade` | Guidance on how to upgrade your Qdrant version without interrupting the availability of your application and ensuring data integrity. | None |
| [quality-playbook](../skills/quality-playbook/SKILL.md)<br />`gh skills install github/awesome-copilot quality-playbook` | Run a complete quality engineering audit on any codebase. Derives behavioral requirements from the code, generates spec-traced functional tests, runs a three-pass code review with regression tests, executes a multi-model spec audit (Council of Three), and produces a consolidated bug report with TDD-verified patches. Finds the 35% of real defects that structural code review alone cannot catch. Works with any language. Trigger on 'quality playbook', 'spec audit', 'Council of Three', 'fitness-to-purpose', or 'coverage theater'. | `LICENSE.txt`<br />`agents`<br />`phase_prompts`<br />`quality_gate.py`<br />`references/challenge_gate.md`<br />`references/code-only-mode.md`<br />`references/constitution.md`<br />`references/defensive_patterns.md`<br />`references/exploration_patterns.md`<br />`references/functional_tests.md`<br />`references/iteration.md`<br />`references/orchestrator_protocol.md`<br />`references/requirements_pipeline.md`<br />`references/requirements_refinement.md`<br />`references/requirements_review.md`<br />`references/review_protocols.md`<br />`references/run_state_schema.md`<br />`references/schema_mapping.md`<br />`references/spec_audit.md`<br />`references/verification.md` |
| [quality-playbook](../skills/quality-playbook/SKILL.md)<br />`gh skills install github/awesome-copilot quality-playbook` | Run a complete quality engineering audit on any codebase. Derives behavioral requirements from the code, generates spec-traced functional tests, runs a three-pass code review with regression tests, executes a multi-model spec audit (Council of Three), and produces a consolidated bug report with TDD-verified patches. Finds the 35% of real defects that structural code review alone cannot catch. Works with any language. Trigger on 'quality playbook', 'spec audit', 'Council of Three', 'fitness-to-purpose', or 'coverage theater'. | `LICENSE.txt`<br />`agents/calibration_orchestrator.md`<br />`agents/quality-playbook-claude.agent.md`<br />`agents/quality-playbook.agent.md`<br />`phase_prompts/README.md`<br />`phase_prompts/iteration.md`<br />`phase_prompts/phase1.md`<br />`phase_prompts/phase2.md`<br />`phase_prompts/phase3.md`<br />`phase_prompts/phase4.md`<br />`phase_prompts/phase5.md`<br />`phase_prompts/phase6.md`<br />`phase_prompts/single_pass.md`<br />`quality_gate.py`<br />`references/challenge_gate.md`<br />`references/code-only-mode.md`<br />`references/constitution.md`<br />`references/defensive_patterns.md`<br />`references/exploration_patterns.md`<br />`references/functional_tests.md`<br />`references/iteration.md`<br />`references/orchestrator_protocol.md`<br />`references/requirements_pipeline.md`<br />`references/requirements_refinement.md`<br />`references/requirements_review.md`<br />`references/review_protocols.md`<br />`references/run_state_schema.md`<br />`references/schema_mapping.md`<br />`references/spec_audit.md`<br />`references/verification.md` |
| [quasi-coder](../skills/quasi-coder/SKILL.md)<br />`gh skills install github/awesome-copilot quasi-coder` | Expert 10x engineer skill for interpreting and implementing code from shorthand, quasi-code, and natural language descriptions. Use when collaborators provide incomplete code snippets, pseudo-code, or descriptions with potential typos or incorrect terminology. Excels at translating non-technical or semi-technical descriptions into production-quality code. | None |
| [react-audit-grep-patterns](../skills/react-audit-grep-patterns/SKILL.md)<br />`gh skills install github/awesome-copilot react-audit-grep-patterns` | Provides the complete, verified grep scan command library for auditing React codebases before a React 18.3.1 or React 19 upgrade. Use this skill whenever running a migration audit - for both the react18-auditor and react19-auditor agents. Contains every grep pattern needed to find deprecated APIs, removed APIs, unsafe lifecycle methods, batching vulnerabilities, test file issues, dependency conflicts, and React 19 specific removals. Always use this skill when writing audit scan commands - do not rely on memory for grep syntax, especially for the multi-line async setState patterns which require context flags. | `references/dep-scans.md`<br />`references/react18-scans.md`<br />`references/react19-scans.md`<br />`references/test-scans.md` |
| [react-container-presentation-component](../skills/react-container-presentation-component/SKILL.md)<br />`gh skills install github/awesome-copilot react-container-presentation-component` | Create a React component using the Container/Presentation pattern in src/components by asking for the component name and type (ui or features), then scaffold files that follow this repository's TypeScript, Storybook, and SCSS conventions. Use when the user explicitly asks for a Container/Presentation-based component or runs /react-container-presentation-component. | `references/component-architecture.md`<br />`references/typescript-and-scss-rules.md` |
@@ -361,7 +361,7 @@ See [CONTRIBUTING.md](../CONTRIBUTING.md#adding-skills) for guidelines on how to
| [refactor-plan](../skills/refactor-plan/SKILL.md)<br />`gh skills install github/awesome-copilot refactor-plan` | Create a concrete plan before starting a multi-file refactor. Use when the user asks to plan, sequence, scope, or safely execute a refactor across multiple files; always investigate first, output the plan, and wait for confirmation before making code changes. | None |
| [remember](../skills/remember/SKILL.md)<br />`gh skills install github/awesome-copilot remember` | Transforms lessons learned into domain-organized memory instructions (global or workspace). Syntax: `/remember [>domain [scope]] lesson clue` where scope is `global` (default), `user`, `workspace`, or `ws`. | None |
| [remember-interactive-programming](../skills/remember-interactive-programming/SKILL.md)<br />`gh skills install github/awesome-copilot remember-interactive-programming` | A micro-prompt that reminds the agent that it is an interactive programmer. Works great in Clojure when Copilot has access to the REPL (probably via Backseat Driver). Will work with any system that has a live REPL that the agent can use. Adapt the prompt with any specific reminders in your workflow and/or workspace. | None |
| [repo-standardizer](../skills/repo-standardizer/SKILL.md)<br />`gh skills install github/awesome-copilot repo-standardizer` | Polish any GitHub repository's surface — labels (emoji rating tiers, P0–P3 priority, impact severity), issue forms, PR template, CI workflows, CODEOWNERS, rulesets, docs. Repo meta & config only — no code logic touched. Use when creating a new repo or polishing an existing one. | `templates` |
| [repo-standardizer](../skills/repo-standardizer/SKILL.md)<br />`gh skills install github/awesome-copilot repo-standardizer` | Polish any GitHub repository's surface — labels (emoji rating tiers, P0–P3 priority, impact severity), issue forms, PR template, CI workflows, CODEOWNERS, rulesets, docs. Repo meta & config only — no code logic touched. Use when creating a new repo or polishing an existing one. | `templates/AGENTS.md`<br />`templates/CHANGELOG.md`<br />`templates/CLAUDE.md`<br />`templates/CODEOWNERS`<br />`templates/CODE_OF_CONDUCT.md`<br />`templates/CONTRIBUTING.md`<br />`templates/LABELS.md`<br />`templates/PR_TEMPLATE.md`<br />`templates/README.md`<br />`templates/README.zh.md`<br />`templates/SECURITY.md`<br />`templates/VISION.md`<br />`templates/ci-go.yml`<br />`templates/ci-node.yml`<br />`templates/ci-python.yml`<br />`templates/ci-rust.yml`<br />`templates/config.yml`<br />`templates/issue-form-bug.yml`<br />`templates/issue-form-feature.yml`<br />`templates/issue-form-question.yml`<br />`templates/labels.json` |
| [repo-story-time](../skills/repo-story-time/SKILL.md)<br />`gh skills install github/awesome-copilot repo-story-time` | Generate a comprehensive repository summary and narrative story from commit history | None |
| [resemble-detect](../skills/resemble-detect/SKILL.md)<br />`gh skills install github/awesome-copilot resemble-detect` | Deepfake detection and media safety — detect AI-generated audio, images, video, and text, trace synthesis sources, apply watermarks, verify speaker identity, and analyze media intelligence using Resemble AI | `LICENSE`<br />`references/api-reference.md` |
| [resx-source-generator-migration](../skills/resx-source-generator-migration/SKILL.md)<br />`gh skills install github/awesome-copilot resx-source-generator-migration` | Migrates a project that uses checked-in .designer.cs files behind .resx to using a source-generator instead | None |
@@ -385,7 +385,7 @@ See [CONTRIBUTING.md](../CONTRIBUTING.md#adding-skills) for guidelines on how to
| [security-review](../skills/security-review/SKILL.md)<br />`gh skills install github/awesome-copilot security-review` | AI-powered codebase security scanner that reasons about code like a security researcher — tracing data flows, understanding component interactions, and catching vulnerabilities that pattern-matching tools miss. Use this skill when asked to scan code for security vulnerabilities, find bugs, check for SQL injection, XSS, command injection, exposed API keys, hardcoded secrets, insecure dependencies, access control issues, or any request like "is my code secure?", "review for security issues", "audit this codebase", or "check for vulnerabilities". Covers injection flaws, authentication and access control bugs, secrets exposure, weak cryptography, insecure dependencies, and business logic issues across JavaScript, TypeScript, Python, Java, PHP, Go, Ruby, and Rust. | `references/language-patterns.md`<br />`references/report-format.md`<br />`references/secret-patterns.md`<br />`references/vuln-categories.md`<br />`references/vulnerable-packages.md` |
| [semantic-kernel](../skills/semantic-kernel/SKILL.md)<br />`gh skills install github/awesome-copilot semantic-kernel` | Create, update, refactor, explain, or review Semantic Kernel solutions using shared guidance plus language-specific references for .NET and Python. | `references/dotnet.md`<br />`references/python.md` |
| [server-side-conversion-tracking](../skills/server-side-conversion-tracking/SKILL.md)<br />`gh skills install github/awesome-copilot server-side-conversion-tracking` | Set up server-side conversion tracking so purchases are reported accurately to Facebook, TikTok, Google and Bing despite iOS restrictions, ad blockers and cookie loss. Use when conversions are under-reported, when platform-reported purchases do not match real orders, when asked about Conversions API / Events API / offline conversions / CAPI, click id passthrough (fbclid, ttclid, gclid, msclkid), or when ad optimization has degraded after tracking changes. | None |
| [setup-my-iq](../skills/setup-my-iq/SKILL.md)<br />`gh skills install github/awesome-copilot setup-my-iq` | Create, set up, or update the personal context portfolio: structured markdown files describing<br />who you are, how you work, your teams, and your tool/ADO configuration. Runs the interview<br />workflow for first-time setup and targeted edits for updates.<br /><br />Trigger this skill when the user asks to: set up their context, create or update their context<br />portfolio, "create my IQ", "set up my IQ", edit their profile, add/remove a stakeholder,<br />update ADO config, change team info, update pillars, or set up any plugin configuration.<br />Trigger when another skill fails to find context (missing files or TODO markers) and needs<br />context populated. Also trigger when the user mentions a context change in passing<br />(e.g., "my manager changed", "we added someone to the team") to offer a context file update.<br /><br />Do NOT trigger for read-only questions like "who's on my team?" or "what's my ADO config?".<br />Those are answered directly from the context files referenced in the loaded custom<br />instructions; no skill is needed. | `assets/templates` |
| [setup-my-iq](../skills/setup-my-iq/SKILL.md)<br />`gh skills install github/awesome-copilot setup-my-iq` | Create, set up, or update the personal context portfolio: structured markdown files describing<br />who you are, how you work, your teams, and your tool/ADO configuration. Runs the interview<br />workflow for first-time setup and targeted edits for updates.<br /><br />Trigger this skill when the user asks to: set up their context, create or update their context<br />portfolio, "create my IQ", "set up my IQ", edit their profile, add/remove a stakeholder,<br />update ADO config, change team info, update pillars, or set up any plugin configuration.<br />Trigger when another skill fails to find context (missing files or TODO markers) and needs<br />context populated. Also trigger when the user mentions a context change in passing<br />(e.g., "my manager changed", "we added someone to the team") to offer a context file update.<br /><br />Do NOT trigger for read-only questions like "who's on my team?" or "what's my ADO config?".<br />Those are answered directly from the context files referenced in the loaded custom<br />instructions; no skill is needed. | `assets/templates/AGENTS.md`<br />`assets/templates/communication-style.md`<br />`assets/templates/identity.md`<br />`assets/templates/preferences-and-constraints.md`<br />`assets/templates/role-and-responsibilities.md`<br />`assets/templates/team.md`<br />`assets/templates/tools-systems-and-config.md` |
| [shopify-review-triage](../skills/shopify-review-triage/SKILL.md)<br />`gh skills install github/awesome-copilot shopify-review-triage` | Use this skill when someone wants public Shopify App Store reviews, low-star reviews, or merchant feedback triaged, prioritized, clustered, or turned into a product or support brief. Trigger for prompts like "triage these app store reviews", "what should we fix first from this feedback", "cluster our 1-star reviews", or "write a weekly low-star review brief", for a single Shopify app or a portfolio plus watched competitors. Produces a P0-P3 brief covering incident risk, repeated friction, pricing confusion, feature requests, and an explicit needs-human-read bucket, where every item keeps its public source link and stays labeled first pass or human-checked. Do not trigger for support tickets, order data, or any other private merchant data, and never use it to reply to or contact a reviewer. | None |
| [shuffle-json-data](../skills/shuffle-json-data/SKILL.md)<br />`gh skills install github/awesome-copilot shuffle-json-data` | Shuffle repetitive JSON objects safely by validating schema consistency before randomising entries. | None |
| [signal-write](../skills/signal-write/SKILL.md)<br />`gh skills install github/awesome-copilot signal-write` | Emit structured agent signals — hands-up, blocked, done, checkpoint, partnership. Signals are written as JSON to .signals/ for dashboard consumption and noted in the journal for persistence. | None |
@@ -409,7 +409,7 @@ See [CONTRIBUTING.md](../CONTRIBUTING.md#adding-skills) for guidelines on how to
| [technical-job-search](../skills/technical-job-search/SKILL.md)<br />`gh skills install github/awesome-copilot technical-job-search` | Use this skill when a software engineer asks for help with job search tasks: parsing or analyzing a job description, tailoring a CV/resume, writing a cover letter, evaluating a job offer, or drafting a post-interview follow-up email. Do not activate for general career advice unrelated to an active job search action. | None |
| [technology-stack-blueprint-generator](../skills/technology-stack-blueprint-generator/SKILL.md)<br />`gh skills install github/awesome-copilot technology-stack-blueprint-generator` | Comprehensive technology stack blueprint generator that analyzes codebases to create detailed architectural documentation. Automatically detects technology stacks, programming languages, and implementation patterns across multiple platforms (.NET, Java, JavaScript, React, Python). Generates configurable blueprints with version information, licensing details, usage patterns, coding conventions, and visual diagrams. Provides implementation-ready templates and maintains architectural consistency for guided development. | None |
| [terraform-azurerm-set-diff-analyzer](../skills/terraform-azurerm-set-diff-analyzer/SKILL.md)<br />`gh skills install github/awesome-copilot terraform-azurerm-set-diff-analyzer` | Analyze Terraform plan JSON output for AzureRM Provider to distinguish between false-positive diffs (order-only changes in Set-type attributes) and actual resource changes. Use when reviewing terraform plan output for Azure resources like Application Gateway, Load Balancer, Firewall, Front Door, NSG, and other resources with Set-type attributes that cause spurious diffs due to internal ordering changes. | `references/azurerm_set_attributes.json`<br />`references/azurerm_set_attributes.md`<br />`scripts/.gitignore`<br />`scripts/README.md`<br />`scripts/analyze_plan.py` |
| [threat-model-analyst](../skills/threat-model-analyst/SKILL.md)<br />`gh skills install github/awesome-copilot threat-model-analyst` | Full STRIDE-A threat model analysis and incremental update skill for repositories and systems. Supports two modes: (1) Single analysis — full STRIDE-A threat model of a repository, producing architecture overviews, DFD diagrams, STRIDE-A analysis, prioritized findings, and executive assessments. (2) Incremental analysis — takes a previous threat model report as baseline, compares the codebase at the latest (or a given commit), and produces an updated report with change tracking (new, resolved, still-present threats), STRIDE heatmap, findings diff, and an embedded HTML comparison. Only activate when the user explicitly requests a threat model analysis, incremental update, or invokes /threat-model-analyst directly. | `references/analysis-principles.md`<br />`references/diagram-conventions.md`<br />`references/incremental-orchestrator.md`<br />`references/orchestrator.md`<br />`references/output-formats.md`<br />`references/skeletons`<br />`references/tmt-element-taxonomy.md`<br />`references/verification-checklist.md` |
| [threat-model-analyst](../skills/threat-model-analyst/SKILL.md)<br />`gh skills install github/awesome-copilot threat-model-analyst` | Full STRIDE-A threat model analysis and incremental update skill for repositories and systems. Supports two modes: (1) Single analysis — full STRIDE-A threat model of a repository, producing architecture overviews, DFD diagrams, STRIDE-A analysis, prioritized findings, and executive assessments. (2) Incremental analysis — takes a previous threat model report as baseline, compares the codebase at the latest (or a given commit), and produces an updated report with change tracking (new, resolved, still-present threats), STRIDE heatmap, findings diff, and an embedded HTML comparison. Only activate when the user explicitly requests a threat model analysis, incremental update, or invokes /threat-model-analyst directly. | `references/analysis-principles.md`<br />`references/diagram-conventions.md`<br />`references/incremental-orchestrator.md`<br />`references/orchestrator.md`<br />`references/output-formats.md`<br />`references/skeletons/skeleton-architecture.md`<br />`references/skeletons/skeleton-assessment.md`<br />`references/skeletons/skeleton-dfd.md`<br />`references/skeletons/skeleton-findings.md`<br />`references/skeletons/skeleton-incremental-html.md`<br />`references/skeletons/skeleton-inventory.md`<br />`references/skeletons/skeleton-stride-analysis.md`<br />`references/skeletons/skeleton-summary-dfd.md`<br />`references/skeletons/skeleton-threatmodel.md`<br />`references/tmt-element-taxonomy.md`<br />`references/verification-checklist.md` |
| [tiny-stepping](../skills/tiny-stepping/SKILL.md)<br />`gh skills install github/awesome-copilot tiny-stepping` | Incremental development workflow that makes the smallest meaningful change per step and pauses for feedback, so the direction gets validated early before continuing. Use for careful, iterative implementation with continuous validation. | None |
| [tldr-prompt](../skills/tldr-prompt/SKILL.md)<br />`gh skills install github/awesome-copilot tldr-prompt` | Create tldr summaries for GitHub Copilot files (prompts, agents, instructions, collections), MCP servers, or documentation from URLs and queries. | None |
| [tm7-threat-model](../skills/tm7-threat-model/SKILL.md)<br />`gh skills install github/awesome-copilot tm7-threat-model` | Creates valid Microsoft Threat Modeling Tool (.tm7) files compatible with the Microsoft Threat Modeling Tool v7.3+. Use this skill whenever asked to create, generate, or modify a .tm7 threat model file, or when performing STRIDE threat modeling that should output a .tm7 file that opens cleanly in the Microsoft Threat Modeling Tool. | `assets/example-minimal.tm7` |
@@ -433,9 +433,9 @@ See [CONTRIBUTING.md](../CONTRIBUTING.md#adding-skills) for guidelines on how to
| [vscode-ext-localization](../skills/vscode-ext-localization/SKILL.md)<br />`gh skills install github/awesome-copilot vscode-ext-localization` | Guidelines for proper localization of VS Code extensions, following VS Code extension development guidelines, libraries and good practices | None |
| [web-design-reviewer](../skills/web-design-reviewer/SKILL.md)<br />`gh skills install github/awesome-copilot web-design-reviewer` | This skill enables visual inspection of websites running locally or remotely to identify and fix design issues. Triggers on requests like "review website design", "check the UI", "fix the layout", "find design problems". Detects issues with responsive design, accessibility, visual consistency, and layout breakage, then performs fixes at the source code level. | `references/framework-fixes.md`<br />`references/visual-checklist.md` |
| [webapp-testing](../skills/webapp-testing/SKILL.md)<br />`gh skills install github/awesome-copilot webapp-testing` | Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs. | `assets/test-helper.js` |
| [webmcpify](../skills/webmcpify/SKILL.md)<br />`gh skills install github/awesome-copilot webmcpify` | Make a web app agent-ready — propose a WebMCP tool manifest, integrate, verify in a real browser, heal; unrelated code stays untouched. Use for "webmcpify", "add WebMCP", or "expose app actions to AI agents". | `references/heal.md`<br />`references/integrate.md`<br />`references/inventory.md`<br />`references/runtime.md`<br />`references/security.md`<br />`references/verify.md`<br />`templates` |
| [webmcpify](../skills/webmcpify/SKILL.md)<br />`gh skills install github/awesome-copilot webmcpify` | Make a web app agent-ready — propose a WebMCP tool manifest, integrate, verify in a real browser, heal; unrelated code stays untouched. Use for "webmcpify", "add WebMCP", or "expose app actions to AI agents". | `references/heal.md`<br />`references/integrate.md`<br />`references/inventory.md`<br />`references/runtime.md`<br />`references/security.md`<br />`references/verify.md`<br />`templates/webmcp-jsx.d.ts`<br />`templates/webmcp.d.ts`<br />`templates/webmcp.spec.ts`<br />`templates/webmcpify.js`<br />`templates/webmcpify.ts` |
| [what-context-needed](../skills/what-context-needed/SKILL.md)<br />`gh skills install github/awesome-copilot what-context-needed` | Ask Copilot what files it needs to see before answering a question | None |
| [winmd-api-search](../skills/winmd-api-search/SKILL.md)<br />`gh skills install github/awesome-copilot winmd-api-search` | Find and explore Windows desktop APIs. Use when building features that need platform capabilities — camera, file access, notifications, UI controls, AI/ML, sensors, networking, etc. Discovers the right API for a task and retrieves full type details (methods, properties, events, enumeration values). | `LICENSE.txt`<br />`scripts/Invoke-WinMdQuery.ps1`<br />`scripts/Update-WinMdCache.ps1`<br />`scripts/cache-generator` |
| [winmd-api-search](../skills/winmd-api-search/SKILL.md)<br />`gh skills install github/awesome-copilot winmd-api-search` | Find and explore Windows desktop APIs. Use when building features that need platform capabilities — camera, file access, notifications, UI controls, AI/ML, sensors, networking, etc. Discovers the right API for a task and retrieves full type details (methods, properties, events, enumeration values). | `LICENSE.txt`<br />`scripts/Invoke-WinMdQuery.ps1`<br />`scripts/Update-WinMdCache.ps1`<br />`scripts/cache-generator/CacheGenerator.csproj`<br />`scripts/cache-generator/Directory.Build.props`<br />`scripts/cache-generator/Directory.Build.targets`<br />`scripts/cache-generator/Directory.Packages.props`<br />`scripts/cache-generator/Program.cs` |
| [winui3-migration-guide](../skills/winui3-migration-guide/SKILL.md)<br />`gh skills install github/awesome-copilot winui3-migration-guide` | UWP-to-WinUI 3 migration reference. Maps legacy UWP APIs to correct Windows App SDK equivalents with before/after code snippets. Covers namespace changes, threading (CoreDispatcher to DispatcherQueue), windowing (CoreWindow to AppWindow), dialogs, pickers, sharing, printing, background tasks, and the most common Copilot code generation mistakes. | None |
| [workiq-copilot](../skills/workiq-copilot/SKILL.md)<br />`gh skills install github/awesome-copilot workiq-copilot` | Guides the Copilot CLI on how to use the WorkIQ CLI/MCP server to query Microsoft 365 Copilot data (emails, meetings, docs, Teams, people) for live context, summaries, and recommendations. | None |
| [workshop-create](../skills/workshop-create/SKILL.md)<br />`gh skills install github/awesome-copilot workshop-create` | Create a new workshop or use an existing directory as one. Handles two paths: (A) use an existing local directory the operator points at, or (B) create a new private GitHub repo in the signed-in account. Never creates a repo inside another repo. | None |
eng/yaml-parser.mjs
+32 -13
View File
@@ -14,6 +14,24 @@ function safeFileOperation(operation, filePath, defaultValue = null) {
}
}
/**
* Decide whether a symlinked entry should be left out of a bundled asset list.
*
* Directory symlinks are skipped because following one can walk outside the
* folder or form a cycle. Broken links are skipped too. File symlinks are kept:
* plugin materialization dereferences them, so they really are bundled content.
*
* @param {string} filePath - Path to the symlinked entry
* @returns {boolean} True when the entry should be skipped
*/
function skipsAsBundledAsset(filePath) {
try {
return fs.statSync(filePath).isDirectory();
} catch {
return true;
}
}
/**
* Parse frontmatter from a markdown file using vfile-matter
* Works with any markdown file that has YAML frontmatter (agents, prompts, instructions)
@@ -142,16 +160,16 @@ function parseSkillMetadata(skillPath) {
return null;
}
// List bundled assets (all files except SKILL.md), recursing through subdirectories
// List bundled assets (all files except SKILL.md), recursing through subdirectories.
// Directory symlinks are skipped: following one can escape the skill folder.
const getAllFiles = (dirPath, arrayOfFiles = []) => {
const files = fs.readdirSync(dirPath);
const assetPaths = ['references', 'assets', 'scripts'];
const entries = fs.readdirSync(dirPath, { withFileTypes: true });
files.forEach((file) => {
const filePath = path.join(dirPath, file);
if (fs.statSync(filePath).isDirectory() && assetPaths.includes(file)) {
entries.forEach((entry) => {
const filePath = path.join(dirPath, entry.name);
if (entry.isDirectory()) {
arrayOfFiles = getAllFiles(filePath, arrayOfFiles);
} else {
} else if (!entry.isSymbolicLink() || !skipsAsBundledAsset(filePath)) {
const relativePath = path.relative(skillPath, filePath);
if (relativePath !== "SKILL.md") {
// Normalize path separators to forward slashes for cross-platform consistency
@@ -218,15 +236,16 @@ function parseHookMetadata(hookPath) {
}
}
// List bundled assets (all files except README.md), recursing through subdirectories
// List bundled assets (all files except README.md), recursing through subdirectories.
// Directory symlinks are skipped: following one can escape the hook folder.
const getAllFiles = (dirPath, arrayOfFiles = []) => {
const files = fs.readdirSync(dirPath);
const entries = fs.readdirSync(dirPath, { withFileTypes: true });
files.forEach((file) => {
const filePath = path.join(dirPath, file);
if (fs.statSync(filePath).isDirectory()) {
entries.forEach((entry) => {
const filePath = path.join(dirPath, entry.name);
if (entry.isDirectory()) {
arrayOfFiles = getAllFiles(filePath, arrayOfFiles);
} else {
} else if (!entry.isSymbolicLink() || !skipsAsBundledAsset(filePath)) {
const relativePath = path.relative(hookPath, filePath);
if (relativePath !== "README.md") {
// Normalize path separators to forward slashes for cross-platform consistency
eng/yaml-parser.test.mjs
+135
View File
@@ -0,0 +1,135 @@
import assert from "node:assert/strict";
import fs from "node:fs";
import os from "node:os";
import path from "node:path";
import { after, test } from "node:test";
import { parseSkillMetadata } from "./yaml-parser.mjs";
const tempDirs = [];
after(() => {
for (const dir of tempDirs) {
fs.rmSync(dir, { recursive: true, force: true });
}
});
function createSkill(files) {
const skillPath = fs.mkdtempSync(path.join(os.tmpdir(), "skill-"));
tempDirs.push(skillPath);
for (const [relativePath, contents] of Object.entries(files)) {
const target = path.join(skillPath, relativePath);
fs.mkdirSync(path.dirname(target), { recursive: true });
fs.writeFileSync(target, contents);
}
return skillPath;
}
const SKILL_MD = `---
name: sample-skill
description: A sample skill used to exercise bundled asset discovery.
---
# Sample skill
`;
test("lists bundled assets from the spec-defined subdirectories", () => {
const skillPath = createSkill({
"SKILL.md": SKILL_MD,
"references/guide.md": "guide",
"scripts/run.py": "run",
"assets/logo.png": "logo",
});
const metadata = parseSkillMetadata(skillPath);
assert.deepEqual(metadata.assets, [
"assets/logo.png",
"references/guide.md",
"scripts/run.py",
]);
});
test("recurses into nested and non-spec subdirectories instead of listing the directory", () => {
const skillPath = createSkill({
"SKILL.md": SKILL_MD,
"templates/report.md": "report",
"references/skeletons/threat-model.md": "skeleton",
"nested/deep/tool.sh": "tool",
});
const metadata = parseSkillMetadata(skillPath);
assert.deepEqual(metadata.assets, [
"nested/deep/tool.sh",
"references/skeletons/threat-model.md",
"templates/report.md",
]);
for (const asset of metadata.assets) {
assert.ok(
fs.statSync(path.join(skillPath, asset)).isFile(),
`expected "${asset}" to be a file, not a directory`
);
}
});
test("excludes only the root SKILL.md, keeping nested ones as bundled assets", () => {
const skillPath = createSkill({
"SKILL.md": SKILL_MD,
"scaling-qps/SKILL.md": SKILL_MD,
"scaling-data-volume/tenant-scaling/SKILL.md": SKILL_MD,
});
const metadata = parseSkillMetadata(skillPath);
assert.deepEqual(metadata.assets, [
"scaling-data-volume/tenant-scaling/SKILL.md",
"scaling-qps/SKILL.md",
]);
assert.ok(
!metadata.assets.includes("SKILL.md"),
"the skill's own SKILL.md must not be listed as a bundled asset"
);
});
test("skips directory symlinks instead of escaping the skill folder or cycling", () => {
const outside = createSkill({ "secret.md": "not part of the skill" });
const skillPath = createSkill({
"SKILL.md": SKILL_MD,
"references/guide.md": "guide",
});
// A link that leaves the skill root, and one that points back at it.
fs.symlinkSync(outside, path.join(skillPath, "templates"));
fs.symlinkSync(skillPath, path.join(skillPath, "references", "loop"));
const metadata = parseSkillMetadata(skillPath);
assert.deepEqual(metadata.assets, ["references/guide.md"]);
for (const asset of metadata.assets) {
assert.ok(
!asset.startsWith("templates/") && !asset.includes("loop/"),
`asset "${asset}" was resolved through a symlink`
);
}
});
test("keeps file symlinks, which materialization dereferences into the bundle", () => {
const outside = createSkill({ "shared.md": "shared content" });
const skillPath = createSkill({ "SKILL.md": SKILL_MD });
fs.symlinkSync(path.join(outside, "shared.md"), path.join(skillPath, "shared.md"));
const metadata = parseSkillMetadata(skillPath);
// copyDirRecursive in materialize-plugins.mjs copies this via copyFileSync,
// so the file ships with the plugin and must appear in the asset list.
assert.deepEqual(metadata.assets, ["shared.md"]);
});
test("skips broken symlinks", () => {
const skillPath = createSkill({ "SKILL.md": SKILL_MD });
fs.symlinkSync(path.join(skillPath, "does-not-exist.md"), path.join(skillPath, "dangling.md"));
const metadata = parseSkillMetadata(skillPath);
assert.deepEqual(metadata.assets, []);
});