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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Diagnose an AWF (Agentic Workflow Firewall) failure from an error, workflow run URL, or symptom. | github/ | 148 | — | ~829 | Automated safety check: Pass | MIT | today |
| 2 | Comprehensive project architecture blueprint generator that analyzes codebases to create detailed architectural documentation. | github/ | 40k | 4 repos | ~3.3k | Automated safety check: Pass | MIT | yesterday |
| 3 | Generate a TypeSpec API plugin with REST operations, authentication, and Adaptive Cards for Microsoft 365 Copilot | github/ | 40k | 2 repos | ~1k | Automated safety check: Pass | MIT | yesterday |
| 4 | Use Copilot Spaces to provide project-specific context to conversations. | github/ | 40k | 1 repo | ~2.2k | Automated safety check: Pass | MIT | yesterday |
| 5 | Create and synchronize prompt-based AI agents directly within Azure AI Foundry via REST API, from a local JSON manifest. | github/ | 40k | 1 repo | ~2.1k | Automated safety check: Pass | MIT | yesterday |
| 6 | 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. | github/ | 40k | 1 repo | ~2k | Automated safety check: Pass | MIT | yesterday |
| 7 | Practical tips for reviewing and improving Copilot agent PRs. | github/ | 5.3k | — | ~1.6k | Automated safety check: Pass | MIT | yesterday |
| 8 | CommunityToolkit.Mvvm (the MVVM Toolkit) core: source generators ([ObservableProperty], [RelayCommand], [NotifyPropertyChangedFor], [NotifyCanExecuteChangedFor], [NotifyDataErrorInfo]), base classes… | github/ | 40k | 1 repo | ~2.7k | Automated safety check: Pass | MIT | yesterday |
| 9 | CommunityToolkit.Mvvm Messenger pub/sub for decoupled communication between ViewModels (or any objects). | github/ | 40k | 1 repo | ~2.2k | Automated safety check: Pass | MIT | yesterday |
| 10 | React 18.3.1 and React 19 dependency compatibility matrix. An agent skill from github/awesome-copilot. | github/ | 40k | 1 repo | ~1.1k | Automated safety check: Pass | MIT | yesterday |
| 11 | Expert Spring Boot 4 testing specialist that selects the best Spring Boot testing techniques for your situation with Junit 6 and AssertJ. | github/ | 40k | 1 repo | ~1.7k | Automated safety check: Pass | MIT | yesterday |
| 12 | Retrieve and display GitHub Copilot usage metrics for organizations and enterprises using the GitHub CLI and REST API. | github/ | 40k | 2 repos | ~609 | Automated safety check: Pass | MIT | yesterday |
| 13 | Get best practices for developing applications with Spring Boot. | github/ | 40k | 2 repos | ~1k | Automated safety check: Pass | MIT | yesterday |
| 14 | Create Spring Boot Java Project Skeleton. An agent skill from github/awesome-copilot. | github/ | 40k | 1 repo | ~1.1k | Automated safety check: Pass | MIT | yesterday |
| 15 | Create Spring Boot Kotlin Project Skeleton. An agent skill from github/awesome-copilot. | github/ | 40k | 1 repo | ~1k | Automated safety check: Pass | MIT | yesterday |
| 16 | Create time-boxed technical spike documents for researching and resolving critical development decisions before implementation. | github/ | 40k | 1 repo | ~1.6k | Automated safety check: Pass | MIT | yesterday |
| 17 | Generate complete solutions for specific Dataverse SDK use cases with architecture recommendations | github/ | 40k | 1 repo | ~1.7k | Automated safety check: Pass | MIT | yesterday |
| 18 | Discovers and integrates third-party APIs using the context-matic MCP server. | github/ | 40k | 1 repo | ~1.6k | Automated safety check: Notes | MIT | yesterday |
| 19 | GraalVM Native Image expert that adds native image support to Java applications, builds the project, analyzes build errors, applies fixes, and iterates until successful compilation using Oracle best… | github/ | 40k | 1 repo | ~3.2k | Automated safety check: Pass | MIT | yesterday |
| 20 | Get best practices for developing applications with Spring Boot and Kotlin. | github/ | 40k | 1 repo | ~1.1k | Automated safety check: Pass | MIT | yesterday |
| 21 | Generate a complete, production-ready application from an OpenAPI specification | github/ | 40k | 1 repo | ~1.1k | Automated safety check: Pass | MIT | yesterday |
| 22 | Scaffold a complete Power Apps Code App project with PAC CLI setup, SDK integration, and connector configuration | github/ | 40k | 1 repo | ~1.8k | Automated safety check: Pass | MIT | yesterday |
| 23 | Generate complete Power Platform custom connector with MCP integration for Copilot Studio - includes schema generation, troubleshooting, and validation | github/ | 40k | 1 repo | ~1.6k | Automated safety check: Pass | MIT | yesterday |
| 24 | Comprehensive technology-agnostic prompt generator for documenting end-to-end application workflows. | github/ | 40k | 1 repo | ~2.7k | Automated safety check: Pass | MIT | yesterday |
| 25 | Comprehensive technology stack blueprint generator that analyzes codebases to create detailed architectural documentation. | github/ | 40k | 1 repo | ~2.5k | Automated safety check: Pass | MIT | yesterday |
| 26 | Copilot left 14 review comments on your PR — half are nits. An agent skill from github/awesome-copilot. | github/ | 40k | — | ~3.4k | Automated safety check: Pass | MIT | yesterday |
| 27 | Review Protocol Buffer (.proto) and gRPC API changes for wire and JSON compatibility, safe schema evolution, rollout hazards, and RPC contract quality. | github/ | 40k | — | ~1.7k | Automated safety check: Pass | MIT | yesterday |
| 28 | Generate a complete Model Context Protocol server project in Java using the official MCP Java SDK with reactive streams and optional Spring Boot integration. | github/ | 40k | 1 repo | ~5.5k | Automated safety check: Pass | MIT | yesterday |
| 29 | Use Redis over HTTP from serverless and edge runtimes with @upstash/redis, and add rate limiting with @upstash/ratelimit. | github/ | 40k | — | ~1.7k | Automated safety check: Pass | MIT | yesterday |
| 30 | Create ASP.NET Minimal API endpoints with proper OpenAPI documentation | github/ | 40k | 1 repo | ~439 | Automated safety check: Pass | MIT | yesterday |
| 31 | Integrate Microsoft Graph SDK into any project — .NET, TypeScript/JavaScript, or Python. | github/ | 40k | — | ~2.1k | Automated safety check: Pass | MIT | yesterday |
| 32 | Cross-references C Web API controllers/DTOs against their TypeScript/JavaScript consumers (React, Angular, Vue, Svelte, Node.js, or hand-written/auto-generated HTTP clients like Fetch, Axios, NSwag)… | github/ | 40k | — | ~1.7k | Automated safety check: Pass | MIT | yesterday |
| 33 | Build GitHub Copilot workflows with Xquik X API SDKs, REST endpoints, hosted Apify Actor runs, MCP tools, TweetClaw OpenClaw plugin installs, signed webhooks, tweet search, user lookup, follower… | github/ | 40k | — | ~2.2k | Automated safety check: Pass | MIT | yesterday |
| 34 | Query AWS resources using natural language. An agent skill from github/awesome-copilot. | github/ | 40k | — | ~5.5k | Automated safety check: Pass | MIT | yesterday |