Comprehensive FastAPI development skill covering REST API creation, routing, request/response handling, validation, authentication, database integration, middleware, and…
Comprehensive guide for building production-ready microservices with FastAPI including REST API patterns, async operations, dependency injection, and deployment strategies
Fastapi Ml Endpoint - Auto-activating skill for ML Deployment. Triggers on: fastapi ml endpoint, fastapi ml endpoint Part of the ML Deployment skill category.
Use when making a scaffolded FastAPI service production-observable after reliability SLO targets are approved or deferred.
FastAPI + SQLModel + Neon PostgreSQL 後端開發最佳實踐。適用於 Render 部署的 API 服務。涵蓋路由設計、資料庫操作、錯誤處理、認證授權。
Use when hardening a scaffolded FastAPI service for load and failure after performance budgets and SLO targets are approved or deferred.
PostGIS location storage patterns for FastAPI with SQLModel. Use when implementing location features requiring latitude/longitude storage, spatial indexing, or distance…
Build high-performance async APIs with FastAPI, SQLAlchemy 2.0, and Pydantic V2. Master microservices, WebSockets, and modern Python async patterns.
Production-grade FastAPI patterns for async APIs, SQLAlchemy 2.0, Pydantic v2, and robust error handling.
Production-ready FastAPI project scaffolding templates including directory structure, configuration files, settings management, dependency injection, MCP server integration, and…
Senior Backend Architect and Principal QA Engineer skill for Test-Driven Development (TDD) with FastAPI and Pytest.
Expert in FastAPI Python development with best practices for APIs and async operations
Use this agent when you need to design, implement, or optimize FastAPI backend applications. This includes API endpoint creation, database integration,…
WHEN: FastAPI project review, Pydantic models, async endpoints, dependency injection WHAT: Pydantic validation + Dependency injection + Async patterns + OpenAPI docs + Security…
Fastapi Router Creator - Auto-activating skill for Backend Development. Triggers on: fastapi router creator, fastapi router creator Part of the Backend Development skill category.
Create FastAPI routers following established patterns with proper authentication, response models, and HTTP status codes.
Generate FastAPI project scaffold with uvicorn, OpenAPI docs, and configuration management
Generate and maintain the FastAPI backend structure for the RAG chatbot with proper project organization.
Senior Python Backend Engineer skill for FastAPI. Use when scaffolding production-ready APIs, enforcing clean architecture, optimizing async patterns, or auditing FastAPI…
Scaffold and run a minimal FastAPI server inside the dev container on port 8888. Use when the user asks for a Python web API, REST endpoints, or to expose something over HTTP.
Use when scaffolding or production-hardening a FastAPI service shell after backend architecture is approved or deferred.
Initialize FastAPI backend projects with UV package manager, configure project structure, install dependencies, and set up basic FastAPI application.
Reusable FastAPI skill with REST endpoint patterns, Pydantic models, dependencies, and async operations. Use for building Python web APIs.
Standard patterns for building and maintaining CRUD APIs with FastAPI and SQLModel: models, routers, database access, and error handling in a reusable way.
FastAPI patterns for building high-performance Python APIs. Covers routing, dependency injection, Pydantic models, background tasks, WebSockets, testing, and production deployment.
Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling.
Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling.
Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling.
Genera guías de aprendizaje de temas de FastAPI. Úsala cuando el usuario pida aprender, entender o explorar un tema de FastAPI como autenticación, base de datos, middlewares, etc.
Verification loop for FastAPI projects: type checking, linting, tests with coverage, security scans, and API schema validation before release or PR.
Create FastAPI web server with standard middleware, JWT authentication, and REST API endpoints
FastAPI framework workflow guidelines. Activate when working with FastAPI projects, uvicorn, or FastAPI-specific patterns.
Guide for creating Fastify route handlers with TypeBox schemas and OpenAPI documentation. Use when adding new routes to app/src/routes/.
Guidelines for building high-performance APIs with Fastify and TypeScript, covering validation, Prisma integration, and testing best practices
iOS and Android app deployment automation with Fastlane. Use when building, signing, and distributing apps to TestFlight, App Store, or Google Play.
Provides Fastlane configuration patterns for Flutter apps including iOS and Android lanes, code signing with match, CI/CD integration with GitHub Actions, and environment…
FastLED color expert for palette generation, color math, performance optimization, and LED effect debugging across any FastLED project.
Fix Fastly Compute Rust build failures caused by edition2024 dependencies. Use when: (1) cargo build fails with "feature `edition2024` is required", (2) wit-bindgen or wasip2…
Build, test, inspect, install, and deploy MCP servers with FastMCP in Python. Use when creating a new MCP server, wrapping an API or database as MCP tools, exposing resources or…
Build production-ready MCP servers using FastMCP framework with proven patterns for tools, resources, prompts, OAuth authentication, and comprehensive testing.
FastMCP Cloud deployment validation, testing, and verification patterns. Use when deploying MCP servers, validating deployments, testing server configurations, checking…
Build MCP servers in Python with FastMCP to expose tools, resources, and prompts to LLMs. Supports storage backends, middleware, OAuth Proxy, OpenAPI integration, and FastMCP…
FastMCP is the standard Python framework for building Model Context Protocol servers, clients, and applications.
Complete guide for building MCP servers with FastMCP 3.0 - tools, resources, authentication, providers, middleware, and deployment.
Create MCP (Model Context Protocol) servers using FastMCP Python SDK. Define tools that AI agents can call to perform task operations.
Work with FASTQ quality scores using Biopython. Use when analyzing read quality, filtering by quality, trimming low-quality bases, or generating quality reports.
Use when the user asks about FastSurfer voxel space, conformed vs native geometry, `--vox_size`, `--keepgeom`, `--native_image`, the `orig.mgz` file, RAS vs tkRAS coordinates,…
Use when user has alignment issues between FastSurfer outputs and other neuroimaging data — Mesh sits in wrong location, fixed 17.5mm offset, 90° rotation, voxel-grid mismatches,…
Test Fathom integrations in CI/CD pipelines. Trigger with phrases like "fathom CI", "fathom github actions", "test fathom pipeline".
Collect Fathom API diagnostics for support cases. Trigger with phrases like "fathom debug", "fathom diagnostics".
Deploy Fathom webhook handlers and meeting sync services. Trigger with phrases like "deploy fathom", "fathom webhook server", "fathom cloud function".
Optimize Fathom API performance with caching and batch processing. Trigger with phrases like "fathom performance", "fathom caching", "optimize fathom".
Handle Fathom API rate limits (60 requests/minute per user). Trigger with phrases like "fathom rate limit", "fathom 429", "fathom throttle".
Reference architecture for Fathom meeting intelligence integrations. Trigger with phrases like "fathom architecture", "fathom design", "fathom integration pattern".
Faust.js by WP Engine is a JavaScript framework and WordPress plugin that streamlines building headless WordPress sites with Next.js.
Leitfaden Stresstest- und Szenarien-Aufbau fuer Fortbestehensprognose: Basis-, Stress- und Worst-Case, KPIs, Trigger fuer Massnahmen.
前端架构演进技能包，涵盖框架大版本升级、微前端架构、TypeScript 迁移、CSS 架构迁移。 当需要升级框架版本（Vue2→3、React Class→Hooks、Angular 升级）、引入微前端、迁移到 TypeScript、或重构 CSS 架构时触发此技能。 支持 Angular、Vue、React、原生 JS、Node.js 技术栈。
프론트엔드 CRUD 화면을 작성합니다. Next.js + TypeScript + Tailwind CSS로 목록, 상세, 생성, 수정 화면을 구현합니다.
Reference for frontend-design heuristics — component architecture, layout patterns, form/table design, responsive strategy, a11y, UX principles.
Hướng dẫn viết unit test cho Pinia Stores và Vue Components trong PomoHaven bằng Vitest và Vue Test Utils.