Integrations & APIs
Integration agent skills teach AI agents to work with specific external services and APIs: third-party platforms, webhooks, MCP servers, and data syncs. Instead of re-explaining an API every session, install the skill and the agent knows the endpoints and conventions.
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jawwadfirdousi Skill Commit MessageDrafts a Conventional Commits message from the currently staged changes. Use when the user asks for a commit message, wants to write a commit, or asks "what should this commit say". If the user supplies a scope hint when invoking this skill (e.g. "commit-message api"), use it as the commit scope.
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robisson Skill Contract First API DesignDesigning APIs contract-first with backward compatibility guarantees, clear versioning strategy, error semantics, idempotency, and pagination. The API is a promise—never break existing clients.
- robisson Skill Test Driven Development
Red-Green-Refactor cycle with Amazon's test pyramid (80% unit, 15% integration, 5% e2e). Coverage gates, DAMP over DRY in tests, canary tests in production.
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kohosoda Bundle Backend Learning ProjectCreate small backend application projects for learning any language and web framework, then generate beginner-friendly code-reading guides from the generated project. Use when the user wants to learn a backend language/framework by building a new practical API project, wants a project like a FastAPI/Gin/Express learning repo, wants code explained from basic syntax through framework concepts, or wants reusable Codex guidance for creating language-specific learning projects.
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martin-hausleitner Skill NotionUse when reading, creating, updating, or organizing Notion pages and databases through the Notion API
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liaosw97 Skill Laravel RoutingUse when working with Laravel routes — routing, API routes, web routes, route groups, middleware
- martin-hausleitner Bundle Github Code Review
Review code changes by analyzing git diffs, leaving inline comments on PRs, and performing thorough pre-push review. Works with gh CLI or falls back to git + GitHub REST API via curl.
- liaosw97 Bundle Biosensor Fusion
Use when working with biosensor fusion — signal processing, multi-modal sensing, data integration
- liaosw97 Bundle Go Backend Scalability
Go 后端可扩展性最佳实践，涵盖数据库管理、API 设计、性能优化、微服务、容器化等关键领域。
- liaosw97 Bundle Middleware
Use when working with middleware — message brokers, API gateways, service mesh, integration
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romeosy Skill Impl StrategyDecide how to implement changes before editing code. Determines the compatibility boundary: is this a released public API, an unreleased branch-local change, an internal helper, or a persisted schema? Prevents unnecessary shims and over-engineering while protecting real contracts. Use before editing runtime or API code, when the user asks about backward compatibility, migration strategy, or says: 兼容性, 怎么改, 影响范围, breaking change, implementation strategy.
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aioneas Bundle Doubao Tts使用豆包语音合成（Volcengine TTS）将文本转为语音文件。当用户提到"豆包TTS"、"豆包语音合成"、"doubao tts"、"火山引擎TTS"、"volcengine tts"、"语音合成"、"文字转语音"、"TTS"、"生成音频"、"朗读文字"，或任何需要调用豆包/火山引擎语音合成 API 的场景，必须触发本技能。
- liaosw97 Bundle Django
Use when working with Django (Python) — MVT pattern, models, views, templates, REST framework
- liaosw97 Bundle Fastapi
Use when working with FastAPI (Python) — async API development
- liaosw97 Bundle Fastapi API Example
Use when working with FastAPI examples — API patterns, dependency injection, middleware
- aioneas Bundle Qiaomu Music Player Spotify
Spotify 音乐播放控制 + 5947 风格数据库。搜索、播放、暂停、队列管理、场景音乐推荐、风格查询与探索。 USE THIS SKILL when user mentions: - Playback: "播放音乐", "来首歌", "放点音乐", "播放", "想听XX", "来点XX音乐" - Controls: "暂停", "继续", "下一首", "上一首", "音量", "正在播放什么" - Genre lookup: /genre, "查询音乐风格", "推荐音乐类型", "XX风格有哪些子分类" - Scene/mood: "适合深夜的音乐", "有活力的", "空灵的", "推荐一些XX特点的音乐风格" - Suno integration: 用 Suno 生成音乐但未指定风格时 - /spotify
- liaosw97 Bundle Fastapi API Example Python General Style
Use when working with FastAPI — Python coding style, functional programming, RORO pattern
- liaosw97 Bundle Apollo GRAPHQL Apollo Custom Hooks
指导为 Apollo 操作实现自定义 hooks
- liaosw97 Bundle Fastapi API Example Fastapi File Structure
FastAPI 文件结构
- liaosw97 Bundle Apollo GRAPHQL Apollo Provider Setup
要求在应用程序根部使用 Apollo Provider
- liaosw97 Bundle Springboot Jpa Restcontroller Conventions
为 RestController 类指定标准，包括 API 路由映射、HTTP 方法注解、依赖注入以及使用 ApiResponse 和 GlobalExceptionHandler 进行错误处理。
- liaosw97 Bundle Fastapi API Example Error Handling Priorities
Use when working with FastAPI — error handling, guard clauses, early return patterns
- liaosw97 Bundle Apollo GRAPHQL GRAPHQL Error Boundaries
Use when working with Apollo GraphQL — error boundary implementation
- liaosw97 Bundle Fastapi API Example Fastapi Performance Metrics
FastAPI 性能指标
- liaosw97 Bundle Apollo GRAPHQL GRAPHQL Naming Conventions
要求遵循查询、变更和片段的命名约定
- liaosw97 Bundle Fastapi API Example Fastapi Dependency Injection
FastAPI 依赖注入
- liaosw97 Bundle Apollo GRAPHQL Apollo Caching
利用 Apollo Client 的缓存功能来提高性能
- liaosw97 Bundle Apollo GRAPHQL Apollo Devtools
建议使用 Apollo Client DevTools 进行调试
- liaosw97 Bundle Apollo GRAPHQL GRAPHQL Apollo Client Usage
应用 GraphQL 和 Apollo Client 使用的最佳实践，包括状态管理、数据获取和错误处理
- liaosw97 Bundle Nestjs Typescript Nestjs Module Structure Guidelines
规定 NestJS 模块内的结构和组件，包括控制器、模型、DTO 和服务，确保 API 封装。
- liaosw97 Bundle Apollo GRAPHQL GRAPHQL Typescript Integration
强制使用 TypeScript 确保 GraphQL 操作的类型安全
- liaosw97 Bundle Fastapi API Example Fastapi Middleware
Use when working with FastAPI — middleware, HTTPException, error handling, logging
- liaosw97 Bundle Fastapi API Example Fastapi Startup And Shutdown Events
FastAPI 启动和关闭事件
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yrzhe Bundle Youtube Data APIYouTube Data API v3 complete wrapper - search videos, get video/channel/playlist details, get comments, download subtitles, etc. Supports filtering and sorting by time/views/rating and more.
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javiergbravo Skill Ktor IntegrationIntegrate Koog AI agents with Ktor server using the koog-ktor plugin
- javiergbravo Skill Opentelemetry
Monitor AI agents with Koog's OpenTelemetry integration including Langfuse, Weave, and Datadog exporters
Frequently asked questions
What are Integrations & APIs agent skills?
Integration agent skills teach AI agents to work with specific external services and APIs: third-party platforms, webhooks, MCP servers, and data syncs. Instead of re-explaining an API every session, install the skill and the agent knows the endpoints and conventions.
Which Integrations & APIs skills are most installed?
Popular Integrations & APIs skills on SkillMD right now include commit-message, Contract-First API Design, Test-Driven Development. Rankings shift as installs change; sort this page by "Most installs" for the live list.
Do Integrations & APIs skills work with Claude Code and Cursor?
Yes. Every skill here ships as a SKILL.md file, an open format that works in Claude Code, Claude.ai, Cursor, Codex, Windsurf, and 60+ other agents. Install one with npx skillmds@latest add <owner>/<name>, or copy the file into your agent's skills directory.