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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | React composition patterns that scale. An agent skill from supabase/supabase. | supabase/ | 111k | 59 repos | ~726 | Automated safety check: Pass | MIT | today |
| 2 | NestJS best practices and architecture patterns for building production-ready applications. | rolling-scopes/ | 10k | 6 repos | ~1.2k | Automated safety check: Pass | MIT | 3 days ago |
| 3 | Sets layered architecture and coding rules for Node.js, Express and TypeScript microservices, covering routes, controllers, services, repositories, Prisma, Sentry and Zod. | diet103/ | 10k | 2 repos | ~2k | Automated safety check: Pass | MIT | 2 mo ago |
| 4 | Refactor and review SwiftUI view files with strong defaults for small dedicated subviews, MV-over-MVVM data flow, stable view trees, explicit dependency injection, and correct Observation usage. | Dimillian/ | 4k | 5 repos | ~2k | Automated safety check: Pass | MIT | 6 mo ago |
| 5 | Describes seven Rust design patterns for the RTK CLI filter modules, with when to use each, RTK examples, and notes on when a pattern is overkill. | rtk-ai/ | 83k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | today |
| 6 | Paperclip UI design system guide for building consistent, reusable frontend components. | paperclipai/ | 99k | 1 repo | ~3.1k | Automated safety check: Pass | MIT | today |
| 7 | REST 및 GraphQL API 설계 원칙 가이드. An agent skill from jh941213/my-cc-harness. | jh941213/ | 126 | 20 repos | ~3.4k | Automated safety check: Pass | No licence | 2 mo ago |
| 8 | Pattern for wrapping third-party SDK clients (Stripe, Resend, AWS, etc.) with Effect. | UsefulSoftwareCo/ | 4.1k | 1 repo | ~1.4k | Automated safety check: Pass | MIT | today |
| 9 | Deep dive into software architecture for macOS. An agent skill from KartikLabhshetwar/better-shot. | KartikLabhshetwar/ | 2.4k | 2 repos | ~1.4k | Automated safety check: Pass | Unknown | 6 days ago |
| 10 | Gives repository-specific .NET guidance for GitVersion: build and test commands, central package management, project layout and coding conventions. | GitTools/ | 3.1k | — | ~1.7k | Automated safety check: Pass | MIT | today |
| 11 | 11.Aspnet Core Build, review, refactor, or architect ASP.NET Core web applications using current official guidance for .NET web development. | fanslead/ | 163 | 2 repos | ~1.4k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 12 | NestJS backend development patterns for the RedisInsight API: module structure, services, controllers, DTOs, dependency injection, and error handling. | redis/ | 8.9k | — | ~1.6k | Automated safety check: Pass | Unknown | 3 days ago |
| 13 | Replaces a plain TypeScript union plus switch statements with frozen subclasses and a visitor interface when several places dispatch on the same variants. | prisma/ | 48k | — | ~830 | Automated safety check: Pass | Apache-2.0 | today |
| 14 | Reviews macOS Swift 6+ code for modern idioms, SOLID principles, SwiftData patterns, and concurrency best practices. | KartikLabhshetwar/ | 2.4k | 2 repos | ~1.8k | Automated safety check: Pass | Unknown | 6 days ago |
| 15 | Generates Angular code and provides architectural guidance. An agent skill from mxtommy/Kip. | mxtommy/ | 127 | 4 repos | ~2.4k | Automated safety check: Pass | MIT | 6 days ago |
| 16 | 16.Solid A skill your agent uses when writing code, implementing features, refactoring, planning architecture, designing systems, reviewing code, or debugging. | ramziddin/ | 606 | — | ~2.7k | Automated safety check: Pass | No licence | 1 mo ago |
| 17 | Golang project layouts and workspaces. An agent skill from context-labs/whip. | context-labs/ | 1.1k | 1 repo | ~1.8k | Automated safety check: Pass | MIT | 3 days ago |
| 18 | Covers handling Go's context.Context idiomatically in fp-go code: reading and scoping context through operators, timeouts, cancellation and converting ctx-first functions. | IBM/ | 2k | — | ~4.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 19 | Refactor and review SwiftUI view files for consistent structure, dependency injection, and Observation usage. | harperreed/ | 334 | 5 repos | ~1.3k | Automated safety check: Pass | No licence | 5 days ago |
| 20 | Python design patterns for CLI scripts and utilities — type-first development, deep modules, complexity management, and red flags. | mindfold-ai/ | 15k | — | ~4k | Automated safety check: Pass | AGPL-3.0 | 8 days ago |
| 21 | 21.macOS Design Design and build native-feeling macOS application UIs. An agent skill from ceorkm/macos-design-skill. | ceorkm/ | 138 | 1 repo | ~779 | Automated safety check: Pass | No licence | 7 mo ago |
| 22 | Documentation-first project planning that produces implementation-ready blueprints and single-shot coding agent prompts. | ersinkoc/ | 258 | — | ~2.3k | Automated safety check: Pass | MIT | 4 days ago |
| 23 | Reviews a Java project's architecture at the macro level: package structure, module boundaries, dependency direction and layering. | decebals/ | 751 | 1 repo | ~2.2k | Automated safety check: Pass | MIT | 1 mo ago |
| 24 | Teaches an agent to write fp-go v2 services with the Effect type, carrying dependencies in its type parameter instead of in context.Context or parameters. | IBM/ | 2k | — | ~4.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 25 | Kaizen UI (KUI) component library and design-pattern advisor for NVIDIA applications. | NVIDIA/ | 1.6k | — | ~4.7k | Automated safety check: Pass | Apache-2.0 | today |
| 26 | Guide for building web applications with the Kui framework. An agent skill from abersheeran/kui. | abersheeran/ | 297 | — | ~4.4k | Automated safety check: Pass | Apache-2.0 | 15 days ago |
| 27 | A practical Java reference for Builder, Factory, Singleton, Strategy, Observer and other patterns, with a table matching problems to patterns. | decebals/ | 751 | 1 repo | ~4.4k | Automated safety check: Pass | MIT | 1 mo ago |
| 28 | Write, fix, or review NeoServer functional tests that start from the network handler and run against the real server stack. | OpenCoreMMO/ | 481 | — | ~1.1k | Automated safety check: Pass | GPL-3.0 | 15 days ago |
| 29 | 29.Brooks Audit Architecture audit that maps module dependencies, checks layering integrity, and flags structural decay across a codebase, drawing on twelve classic engineering books. | hyhmrright/ | 1.5k | 1 repo | ~537 | Automated safety check: Pass | MIT | 2 days ago |
| 30 | 30.Effect TS Write idiomatic Effect v4 TypeScript following official best practices from effect-solutions and the Effect source. | mattiacerutti/ | 187 | — | ~2.8k | Automated safety check: Pass | MIT | today |
| 31 | 31.Flutter Init A skill your agent uses when user wants to create a new Flutter project (Todo/Habit/Note/Expense/Custom domain) with Clean Architecture, Riverpod 3.0, Drift, and modern Flutter stack | bear2u/ | 933 | — | ~2.5k | Automated safety check: Pass | No licence | 3 mo ago |
| 32 | Deep dive into SwiftData design patterns and best practices. | KartikLabhshetwar/ | 2.4k | 2 repos | ~1.2k | Automated safety check: Pass | Unknown | 6 days ago |
| 33 | 33.Scaffold Architecture-aware feature scaffolding for .NET 10 projects. | codewithmukesh/ | 751 | — | ~1.7k | Automated safety check: Pass | MIT | 2 mo ago |
| 34 | Builds new interface components inside an existing project, reusing its design system, stack and conventions instead of producing isolated demo UI. | kostja94/ | 199 | — | ~965 | Automated safety check: Pass | MIT | 12 days ago |
| 35 | Matches a coding problem to one of 46 documented systems patterns, checks that it really fits, then adapts it into your codebase with a test for its invariant. | Totoro-jam/ | 344 | — | ~4.9k | Automated safety check: Pass | MIT | 1 mo ago |
| 36 | Architecture selection advisor for .NET applications. An agent skill from codewithmukesh/dotnet-claude-kit. | codewithmukesh/ | 751 | 1 repo | ~2.9k | Automated safety check: Pass | MIT | 2 mo ago |
| 37 | Shows how to build entity actors with Akka.Hosting so the same code runs in local unit tests and in a sharded cluster in production. | Aaronontheweb/ | 1.2k | 1 repo | ~5k | Automated safety check: Pass | MIT | 20 days ago |
| 38 | Composition patterns for building React components with @renders type annotations from eslint-plugin-react-render-types. | HorusGoul/ | 111 | — | ~1.1k | Automated safety check: Pass | MIT | 2 mo ago |
| 39 | React and React Native file-system architecture patterns that scale. | fluid-design-io/ | 120 | — | ~899 | Automated safety check: Pass | Unknown | today |
| 40 | 40.Design Guide GitMesh Agents UI design system. An agent skill from LF-Decentralized-Trust-labs/gitmesh. | LF-Decentralized-Trust-labs/ | 144 | — | ~3.1k | Automated safety check: Pass | Apache-2.0 | 3 days ago |
| 41 | Generates or hand-writes composable lenses for the fp-go library so nested Go structs can be read and updated immutably. | IBM/ | 2k | — | ~4.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 42 | Clean Architecture principles and best practices from Robert C. | GabrielMartinMoran/ | 148 | 1 repo | ~1.9k | Automated safety check: Pass | MIT | 7 days ago |
| 43 | 43.Go Rig A skill your agent uses when building, reviewing, or refactoring Go code that must follow strict design discipline — ATDD/TDD workflow, explicit dependency injection, package-boundary discipline… | mudrii/ | 458 | — | ~2.8k | Automated safety check: Pass | MIT | 14 days ago |
| 44 | Add a custom Python tool to an AG2 beta Agent using the @tool decorator. | ag2ai/ | 252 | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 45 | Audits a codebase's existing patterns, such as rate limiters, circuit breakers and caches, against canonical invariants and flags mislabeled or divergent ones. | Totoro-jam/ | 344 | — | ~1.6k | Automated safety check: Pass | MIT | 1 mo ago |
| 46 | Develops Go microservices with Kratos v2 following official design philosophy, DDD/Clean Architecture layout, Protobuf API, error/config/middleware patterns, and observability. | aide-family/ | 253 | — | ~1.5k | Automated safety check: Pass | No licence | 3 mo ago |
| 47 | How to register and resolve dependencies using GetIt in the Unyo Flutter app. | K3vinb5/ | 662 | — | ~2.4k | Automated safety check: Pass | BSD-3-Clause | 3 mo ago |
| 48 | Apply Martin Fowler-inspired enterprise architecture rules when choosing layers, service layers, transaction scripts, domain models, repositories… | ciembor/ | 2.9k | — | ~228 | Automated safety check: Pass | MIT | 27 days ago |