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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1mangesh1 Bundle Caching StrategiesCaching strategies and implementation patterns. Use when user asks to "add caching", "cache API responses", "set up CDN caching", "configure HTTP caching", "implement memoization", "cache database queries", "set cache headers", "invalidate cache", "design cache layer", "reduce API latency", "cache warming", "cache busting", "distributed caching", "Redis caching", "edge caching", or mentions caching strategies, cache invalidation, TTL, cache-aside, write-through, write-behind, CDN, browser caching, or memoization.
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rysweet Skill Test Gap AnalyzerAnalyzes code to identify untested functions, low coverage areas, and missing edge cases. Use when reviewing test coverage or planning test improvements. Generates specific test suggestions with example templates following amplihack's testing pyramid (60% unit, 30% integration, 10% E2E). Can use coverage.py for Python projects.
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jovanipink Bundle Test StrategyDesign risk-proportionate test coverage across unit, integration, contract, end-to-end, property, migration, and manual layers. Use when a feature, architecture change, or defect needs a justified coverage plan rather than only running existing checks.
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cwinvestments Skill Memstack Automation API IntegrationUse this skill when the user says 'API integration', 'connect APIs', 'sync data', 'data mapping', 'rate limiting', or needs system-to-system connectors with authentication, rate limit handling, and error recovery. Generates API integration code with authentication (OAuth, API key, JWT), request/response mapping, rate limit handling, error recovery with circuit breakers, and sync monitoring. Do NOT use for visual n8n workflows or webhook receiving.
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cwinvestments Skill Memstack Development Webapp TestingUse when the user says 'write browser tests', 'test this page', 'playwright test', 'e2e test', 'end to end test', 'browser test', 'test the UI', or needs Playwright-based browser testing for a web application. Do NOT use for unit tests, API tests, or non-browser testing.
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cwinvestments Skill Memstack Automation Webhook DesignerUse this skill when the user says 'webhook', 'webhook handler', 'webhook endpoint', 'receive events', 'HMAC verification', 'idempotency', or needs secure webhook handlers with signature verification, retry handling, and dead letter queues. Do NOT use for full n8n workflows or scheduled tasks.
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cwinvestments Skill Memstack Automation N8n Workflow BuilderUse this skill when the user says 'n8n workflow', 'build a workflow', 'automation workflow', 'connect services', or needs visual workflow design with node mapping, data transformations, and error handling for n8n. Do NOT use for standalone webhook endpoints or cron jobs.
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chengyi818 Skill XeroUse when Xero 财务 API - 硬件项目财务跟踪(低优先级)。
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chengyi818 Skill NotionUse when Notion API 页面/数据库/块管理 - 替代 Google Workspace 的项目管理、文档协作。
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chengyi818 Skill Stripe APIUse when Stripe 支付/订阅/发票管理 - 嵌入式产品支付集成(低优先级)。
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chengyi818 Skill API GatewayUse when 100+ API 统一网关 (OAuth 管理) - 第三方服务 API 集成。
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chengyi818 Skill Openai WhisperUse when 本地语音转文字 (无需 API Key) - 技术会议录音转文字、培训材料音频转文本。
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bobo070314 Bundle API Doc Generatorapi-doc-generator
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bobo070314 Bundle API Stub Generatorapi-stub-generator
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bobo070314 Bundle GRAPHQL Schema Gengraphql-schema-gen
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jh941213 Bundle Docs Manuals사용자 매뉴얼(Diátaxis)과 운영자 매뉴얼(런북, 배포 가이드, 설정 레퍼런스, 인시던트 플레이북) 생성. 사용자 매뉴얼/유저 가이드/튜토리얼, 운영자 매뉴얼, 런북(runbook), 배포 가이드, 온콜/인시던트 대응 문서가 필요할 때. API 명세는 docs-interfaces, 아키텍처 문서는 docs-architecture, docs CI 파이프라인은 docs-ci 사용
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jh941213 Skill Docs Interfaces인터페이스/API 문서 생성 — OpenAPI 3.1/AsyncAPI 3.0 명세, API 구성도, 인터페이스 흐름도(시퀀스), API 변경 이력. API 문서/명세(OpenAPI, swagger, AsyncAPI) 작성, 인터페이스·API 구성도, 엔드포인트 문서, API changelog가 필요할 때. 시스템 전체 구성도는 docs-architecture, 사용자 매뉴얼은 docs-manuals, API 설계 원칙 자체는 api-design-principles 사용
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jh941213 Bundle Docs Architecture아키텍처 문서 생성/갱신 — ARCHITECTURE.md(코드맵), 아키텍처 구성도(C4 mermaid), ADR(MADR), 데이터 모델 ERD. 아키텍처 문서/구성도 작성·갱신, ADR 기록, ERD/데이터 모델 문서화, 구조적 리팩토링 후 문서 반영이 필요할 때. API 명세는 docs-interfaces, 사용자/운영 매뉴얼은 docs-manuals, 코드 구현에는 사용하지 않음
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jh941213 Skill Fastapi Templates프로덕션 수준의 FastAPI 프로젝트 생성 및 설정 가이드. async 패턴, DI, 에러 핸들링 포함. 트리거: "FastAPI", "Python API 프로젝트", "FastAPI 프로젝트 생성", "FastAPI 템플릿", "FastAPI 설정" 안티-트리거: "Django", "Flask", "Node.js API", "Express", "기존 FastAPI 수정만"
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jh941213 Skill Async Python PatternsPython asyncio 및 async/await 패턴 가이드. 비동기 API, 동시성 시스템, I/O 바운드 애플리케이션 구축 시 활용. 트리거: "asyncio", "async/await", "비동기 Python", "concurrent", "aiohttp", "비동기 패턴" 안티-트리거: "동기 Python", "JavaScript async", "Go goroutine", "멀티프로세싱만"
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vstorm-co Bundle Backend TestsWrite or extend the backend Python test suite — a unit test for a service, an integration test against a real Postgres, an API test through the FastAPI app, or the test a bug fix needs. Also for "coverage is failing", "make test is red", and deciding which of the four layers a test belongs in. Uses anyio (not pytest-asyncio) and a 100% coverage gate on the platform layer.
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vstorm-co Skill API SupportAnswer integration questions with a request that works, and diagnose from status codes.
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mathews-tom Bundle GithubGitHub CLI operations via `gh` for issues, PRs, Actions, releases, and REST/GraphQL API with `--json`/`--jq` parsing. Triggers on: "create an issue", "submit a PR", "check CI status", "why did CI fail", "merge a PR", or pasted GitHub URLs.
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mathews-tom Bundle TavilyAI-optimized web search via Tavily API when no URL is provided. Returns clean AI-ready snippets for current info and news. Triggers on: "search the web", "look up online", "find recent information", "web search". NOT for known URLs, use web-fetch.
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mathews-tom Bundle Youtube SearchSearch YouTube by keyword and return structured video metadata (title, URL, channel, views, duration, date) via yt-dlp. No API keys. Triggers on: "search youtube", "find youtube videos", "top youtube videos on", "trending videos on", "youtube results for", "yt search", "/yt-search".
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somtougeh Bundle TddTest-driven development with red-green-refactor loop. Use when user wants to build features or fix bugs using TDD, mentions "red-green-refactor", wants integration tests, or asks for test-first development.
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somtougeh Skill Heal SkillCorrect a skill whose instructions, paths, commands, or external API guidance were shown to be wrong or stale.
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ai-driven-dev Bundle TestHolds the two testing disciplines this package learned by paying for them, and points at the rest. Use when writing or changing a test under tests/, touching a golden snapshot, or fixing a user-reported bug. Do NOT use for tier conventions, the vitest projects, doubles, fixtures or how to run a suite — those live in `aidd_docs/memory/testing.md`. Do NOT use for writing production code — use the context skill that owns the concept (`tools`, `translate`, `distribution`, `framework`, `telemetry`).
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ai-driven-dev Bundle 11 Browser QARun post-review browser QA and produce short named videos for a locked happy path and sourced browser edge cases. Use when the user wants concise reviewer evidence for a web journey. Not for API, CLI, automated tests, diff review, or application fixes.
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ai-driven-dev Bundle Aidd Async Dev 03 ReviewHandles the post-PR review-fix loop for runs created by this plugin's run skill. Collects review comments, decides whether to keep iterating, delegates fixes to whichever SDLC capability is loaded at runtime, and finalizes when stop conditions trigger. Use when the user (or a webhook / cron) says "handle review comments", "iterate on PR <n>", "address review feedback automatically", or invokes this skill on a specific PR. Do NOT use for the initial implementation or for setup; other skills in this plugin cover those.
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jovanipink Bundle Authority Boundary ReviewReview a system or migration to identify authoritative stores, exact-byte custody, projections, writers, readers, reconciliation paths, and ratified versus proposed contracts. Use for data architecture, migration, integration, and source-of-truth decisions.
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jovanipink Bundle API Contract Compatibility ReviewReview API, event, schema, and client changes for backward, forward, and rollout compatibility. Use when producers and consumers may upgrade independently or when a change can alter behavior, shape, timing, errors, or semantics.
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hack23 Skill API IntegrationREST/GraphQL API client design, rate limiting, error handling, and authentication best practices
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shalomb Bundle AtacUse when developing, maintaining, or running API test plans with ATAC (Arguably a Terminal API Client). Covers creating collections, writing post-request assertion scripts, running tests headlessly, managing environments, and storing test plans in a git repo. Triggers on "atac", "API test plan", "test endpoints", "run collection", "assert status code", or any programmatic HTTP endpoint testing workflow.
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shalomb Bundle Github CLIExecute GitHub CLI (gh) commands for repository management, issues, pull requests, workflows, releases, and API interactions (REST & GraphQL). Use when working with GitHub repositories, managing issues and PRs, executing workflows, or querying the GitHub API.
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chendongqi Skill Rnd Fullstack Architect全栈架构设计专家 - 精通前后端架构设计、微服务架构、云原生架构、移动端架构。适用场景:(1) SaaS 产品架构设计,(2) 微服务拆分与治理,(3) 前端工程架构,(4) 移动端架构(iOS/Android/跨平台),(5) API 设计与网关架构,(6) 数据库选型与设计,(7) DevOps 与部署架构,(8) 高可用与容灾设计,(9) 性能优化与扩展策略
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 caching-strategies, test-gap-analyzer, memstack-automation-api-integration. 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.