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chatkit-python
Build custom chat API backends for OpenAI ChatKit frontend using FastAPI. Covers chat endpoint implementation, SSE streaming, conversation persistence, and integration with OpenAI Agents SDK + Gemini via LiteLL...
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python-development
Modern Python development with Python 3.12+, Django, FastAPI, async patterns, and production best practices. Use for Python projects, APIs, data processing, or automation scripts. Triggers: "python", "python de...
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GitHub
backend-dev
FastAPI + Python backend development specialist. Use when building APIs, endpoints, database integration, authentication, background tasks, or debugging Python backends. Includes Supabase server-side patterns,...
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GitHub
taxasge-backend-dev
Patterns backend FastAPI architecture 3-tiers, complète DEV_AGENT avec best practices backend
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GitHub
python-expert
Expert guidance for Python programming covering modern best practices, standard library usage, popular frameworks (Flask, Django, FastAPI), data science libraries (pandas, numpy), async programming, testing, ty...
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GitHub
fastapi
Comprehensive FastAPI development skill for building APIs from hello world to production-ready applications. Use when building REST APIs, microservices, ML/AI APIs, or full-stack applications with FastAPI. Cove...
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GitHub
fastapi-helper
FastAPI development assistant for building modern Python web APIs. Provides guidance on routing, request/response handling, dependency injection, authentication, middleware, WebSockets, testing, and Pydantic mo...
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GitHub
embedding
Standalone embedding service for semantic search. Runs as persistent FastAPI server for millisecond-latency embeddings. Supports model swapping via env vars. Use when you need vectors for any database (ArangoDB...
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GitHub
a2a-agent
Comprehensive A2A (Agent-to-Agent) development toolkit for building Python agents using a2a-sdk and FastAPI. Use when creating new A2A agents, implementing agent handlers, adding streaming capabilities, testing...
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GitHub
azure-apim-fastapi
Comprehensive development toolkit for building FastAPI services behind Azure API Management (APIM). Use when creating APIs with APIM gateway integration, implementing authentication/authorization patterns, conf...
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GitHub
backend-api-testing
Expert skill for testing and debugging the FastAPI backend. Use when working with API endpoints, database operations, authentication, or middleware troubleshooting.
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GitHub
chatkit-server-integration
This skill provides functionality to properly expose a ChatKit server via FastAPI routes. It handles the integration between FastAPI request/response cycle and the ChatKit server, with proper request processing...
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GitHub
tech-stack-advisor
Advise on technology choices for new full-stack projects using the user's preferred stack (FastAPI + React + PostgreSQL). Use when starting a new project, discussing architecture decisions, choosing frameworks,...
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GitHub
python-engineer
Expert Python engineering for code review, quality improvement, and debugging. Use when reviewing Python code for best practices, refactoring for cleaner code, debugging errors, improving type safety with type...
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GitHub
fastapi
Expert guidance for building REST APIs with FastAPI framework in Python. Use when (1) creating new FastAPI projects from scratch, (2) implementing API endpoints with routing, (3) working with Pydantic models fo...
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GitHub
fastapi-backend-specialist
Expert FastAPI backend development for building high-performance REST APIs with Python. Use when building APIs, creating endpoints, implementing CRUD operations, integrating databases (SQL/NoSQL), adding valida...
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GitHub
run-synth-server
Instructions for starting the MCP Synth server (FastAPI) for synthetic data generation and tools.
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GitHub
langgraph
LangGraph patterns for AI agents and workflows. Use when: building ReAct agents, multi-agent systems, human-in-the-loop, state machines. Do not use for: simple LLM calls (use langchain directly). Workflow: Stan...
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GitHub
fastapi
This skill should be used when the user asks about "FastAPI", "FastAPI routes", "FastAPI dependencies", "Pydantic models", "FastAPI middleware", "API endpoints", "OpenAPI", or mentions FastAPI development.
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GitHub
fastapi-expert
Comprehensive FastAPI knowledge for building production-ready APIs from basic to planet-scale. Use when building FastAPI applications, implementing REST APIs, setting up database operations with SQLModel, imple...
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GitHub
fastapi-async-patterns
Create async FastAPI endpoints with proper error handling, dependency injection, service/repository patterns, and type safety. Includes async database queries, pagination, filtering, and Gemini integration.
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GitHub
fastapi-project-builder
Builds FastAPI projects from beginner to professional level, including project structure, database integration, authentication, testing, and deployment. Use when creating new FastAPI projects, adding features,...
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GitHub
develop-fastapi-app
Build production-ready FastAPI applications with best practices for project structure, async patterns, Pydantic models, dependency injection, database operations, and testing. Use when developing FastAPI backen...
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GitHub
fastapi
Comprehensive FastAPI development skill for building Python web APIs from hello world to production-ready applications. Use when building REST APIs, implementing authentication, integrating databases, adding We...
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