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.
Testing FastAPI apps with pytest-asyncio and httpx.AsyncClient — fixtures, dependency overrides, DB isolation, auth.
將「意圖分類 + if/elif 分派情境處理」的 FastAPI 應用程式，一步轉換為 LangGraph（StateGraph）架構。當使用者要求把 FastAPI 專案改成 LangGraph、加情境節點、用 graph 架構重構時，主動使用本技能。
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.
Prepare and deploy FastAPI apps to FastAPI Cloud. Use when the user asks to deploy a project, create or link a FastAPI Cloud app, log in before deployment, set up CI/CD, a GitHub…
Manage FastAPI Cloud environment variables and secrets. Use when listing, reading, setting, deleting, or auditing FastAPI Cloud env vars, handling runtime secrets, or diagnosing…
Inspect FastAPI Cloud logs. Use when the user asks for recent logs, the latest or last log timestamp, runtime log lines, build logs for a deployment, whether an app has emitted…
Guide for creating Fastify route handlers with TypeBox schemas and OpenAPI documentation. Use when adding new routes to app/src/routes/.
Build MCP servers in Python with FastMCP to expose tools, resources, and prompts to LLMs. Supports storage backends, middleware, OAuth Proxy, OpenAPI integration, and Fas — from…
Build MCP servers in Python with FastMCP to expose tools, resources, and prompts to LLMs. Supports storage backends, middleware, OAuth Proxy, OpenAPI integration, and Fas — from…
FastMCP Python framework for MCP servers with tools, resources, storage backends (memory/disk/Redis/DynamoDB).
Receive and verify FastSpring webhooks. Use when setting up FastSpring webhook handlers, debugging X-FS-Signature verification, or handling ecommerce events like order.completed,…
Expert guidance for using the FeatBit REST API to manage projects, environments, and feature flags programmatically.
Expert guidance for integrating FeatBit Python Server SDK in backend applications. Use when user asks about "Python SDK", "Python feature flags", "FeatBit Python", fbclient usage,…
In-app feedback widget — floating button, screenshot capture, canvas annotation, multi-image support, reply threads. FastAPI + Next.js / React için tam kurulum.
飞书（Lark）自动化能力。优先使用飞书官方 OpenAPI MCP/CLI 处理消息、群组、Base、文档、任务与日历等 OpenAPI 能力；不把开发者后台配置动作误判为 MCP 能力。
Connect a Feishu (Lark) bot to Clawdbot via WebSocket long-connection. No public server, domain, or ngrok required.
飞书（Lark）交互式卡片在 WebSocket 长连接模式下的配置指南。涵盖卡片模板结构、 EventDispatcher 注册、按钮回调处理、下拉选择值缓存、响应格式等完整流程。 当需要在飞书 Bot 中添加交互式卡片（带按钮、下拉菜单等）并且使用 WS 长连接模式时， 必须使用此 skill。即使只是添加一个简单的按钮或下拉菜单，也要先读此…
Expert guidance for Feishu (飞书) / Lark OpenAPI Python development. Build Feishu applications, robots, handle event subscriptions, card callbacks, and API integrations.
Use when modeling OpenAPI 3.x documents in TypeScript, including schemas, operations, parameters, responses, security schemes, components, references, extensions, media types,…
FigJam plugin development workflow. Use when working on plugin code (code.ts, ui.ts), debugging WebSocket communication, or building the plugin.
Exports design assets from Figma files using the GET /v1/files/:key and /v1/images/:key endpoints. Supports SVG, PNG, and PDF export with scale and format parameters.
Filters a Swagger/OpenAPI JSON file by tag names or controller descriptions. Use when the user wants to extract specific API groups from a swagger.json file.
Find the best code reviewers in a GitHub repository or for specific file paths — uses GraphQL to analyze PR review history, filters bots, weights review states, surfaces domain…
Use whenever the user wants to find, shortlist, vet, or enrich US software development firms — custom software, web development, mobile app development, backend/API development,…
Integrate with Finnhub Stock API for real-time and historical stock market data. Covers quote fetching, company profiles, and WebSocket streaming.
Configure CI/CD pipelines for Fireflies.ai integrations with GraphQL testing. Use when setting up automated testing, configuring GitHub Actions, or validating Fireflies.ai queries…
Diagnose and fix Fireflies.ai GraphQL API errors by error code. Use when encountering Fireflies.ai errors, debugging failed requests, or troubleshooting authentication and rate…
FireRed image editor — edit or generate images with high fidelity using FireRed open-source model
Use Firestore as the database adapter for Better Auth (Firebase Admin SDK). Use when storing Better Auth users, sessions, accounts, and verification tokens in Firestore, migrating…
Use when writing Python services with strict typing (mypy --strict), designing async I/O with asyncio, building APIs with FastAPI/Flask/Django, modelling with…
Specializes in NestJS WebSockets and FiveM remote API integration. Trigger when building gateways, syncing player data, or handling server status.
Bounded-convergence PR cleanup — audit every review thread + every CI check-run, fix all issues, push once per sweep, dismiss stale bot CHANGES_REQUESTED on old commits, resolve…
Generate publication-quality figures from code analysis data. Multi-backend: Graphviz, Mermaid, NetworkX/D3, matplotlib, plotly, seaborn.
Develop lightweight Flask APIs with routing, blueprints, database integration, authentication, and request/response handling.
Flask Blueprint Creator - Auto-activating skill for Backend Development. Triggers on: flask blueprint creator, flask blueprint creator Part of the Backend Development skill…
Build Python web apps with Flask using application factory pattern, Blueprints, and Flask-SQLAlchemy.
Build Python web applications with Flask 3+, using the application factory pattern and Blueprints. Use when developing Flask projects — blueprint structure, routes,…
Set up Docker deployment for Flask applications with Gunicorn, automated versioning, and container registry publishing.
Flask Ml Api Creator - Auto-activating skill for ML Deployment. Triggers on: flask ml api creator, flask ml api creator Part of the ML Deployment skill category.
Guidelines for Flask Python development with best practices for blueprints, RESTful APIs, and application factories.
WHEN: Flask project review, Blueprint structure, extensions, request handling WHAT: Blueprint organization + Extension patterns + Request/response handling + Configuration +…
Set up Flask REST API with flask-smorest, OpenAPI docs, blueprint architecture, and dataclass models.
Add a Telegram bot webhook endpoint to a Flask service using the byteforge-telegram library. Use when wiring up a Flask app to receive Telegram bot updates, validating the…
Flask framework workflow guidelines. Activate when working with Flask projects, flask run, or Flask-specific patterns.
Deploy a Flet web app to Azure Container Apps — covers all pitfalls: container startup, WebSocket transport, GHCR auth, ACA provisioning, revision forcing, and health diagnosis
Author @InvocableMethod Apex classes that Flow can call as Actions. Design the input / output variable contract, bulk semantics (one list in, one list out), null handling, and…
Resolve PR review feedback — fetch unresolved threads, triage, dispatch per-thread resolver agents, validate, commit, reply + resolve via GraphQL.
REST API instructions for FlowFi—authorization, smart accounts, workflows (AI generate, edit, deploy, undeploy, delete, pause, resume, stop), execution (list, start, cancel,…
Setup backend project with Flyway SQL migrations, tini init system, and MySQL integration testing. Modifies existing Dockerfile from backend-docker skill.
Forest Admin integration. Manage data, records, and automate workflows. Use when the user wants to interact with Forest Admin data.
Use when a task needs the judgment of a Forest and Conservation Technician — running a prism (BAF) timber cruise plot and resolving borderline tree calls, relocating and…
Use when a task needs the judgment of a Forest and Conservation Worker — planning or executing a seedling-planting contract, diagnosing a failed reforestation stocking survey,…
Use when targeting Forest Ecology and Management or deciding whether a forest-science manuscript fits this venue.
Use when a task needs the judgment of a Forest Fire Inspector/Prevention Specialist — setting or interpreting an industrial fire precaution level for logging/timber operations,…