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GitHub

mcp-builder

mkalhitti-cloud

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or...

GitHub

openai-agents-sdk

AnasAhmed001

Expert assistance for OpenAI Agents SDK Python library including installation, configuration, multi-agent systems, debugging, and best practices. Proactively fetches the latest documentation to ensure accuracy....

GitHub

python-development

limaon

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.

GitHub

security-core

aaronbassett

Comprehensive application security expertise covering authentication, authorization, OWASP Top 10, and security best practices. Use when (1) Implementing authentication (JWT, OAuth2, sessions, OAuth for CLI/TUI...

GitHub

code-review

chief-builder

Review code for best practices. Enforces universal rules plus language-specific rules for TypeScript and Python. Use when reviewing PRs, code changes, or auditing code quality.

GitHub

fly-deploy

aaronbassett

Quick MVP deployment to fly.io for JavaScript (Next.js, RedwoodSDK, Express), Rust (Axum, Rocket), Python (FastAPI), and generic Dockerfiles. Use when deploying applications to fly.io, setting up databases (Pos...

GitHub

full-stack-setup

fedickinson

Complete development environment setup for Budget Buddy including Python virtual environment, Node.js dependencies, database initialization, and environment variables. Use for first-time setup, initializing pro...

GitHub

api-dev

Azeem-2

Modern API development patterns for building high-performance, scalable web services. Expert in async/await patterns, REST/GraphQL APIs, middleware, error handling, rate limiting, OpenAPI documentation, testing...

GitHub

api-route-design

Awais68

Use when designing RESTful API endpoints in FastAPI or Python projects. Triggers for: creating GET/POST/PUT/DELETE endpoints, request validation with Pydantic, response formatting with JSON schemas, status code...

GitHub

fastapi-app

Awais68

Use when creating FastAPI backend applications - route handlers, dependencies, CORS config, or Pydantic models. NOT when frontend logic, non-Python backends, or unrelated server-side code. Triggers: "FastAPI",...

GitHub

py-async-patterns

CJHarmath

Async/await patterns for FastAPI and SQLAlchemy. Use when working with async code, database sessions, concurrent operations, or debugging async issues in Python.

GitHub

building-mcp-servers

Asmayaseen

Guides creation of high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or...

GitHub

qdrant-expert

HafizFasih

A specialized guide for managing Qdrant Cloud collections, optimizing vector schemas for RAG, and executing precise semantic search queries in Python.

GitHub

data-analysis

BOHUYESHAN-APB

A skill for analyzing data using Python (pandas) and generating professional visualizations (matplotlib/seaborn).

GitHub

init-local-tooling

aaronbassett

Initialize and configure local development tooling for TypeScript, Rust, and Python projects including monorepos. Use when setting up linting (ESLint, Biome, clippy, ruff), formatting (Prettier, rustfmt, ruff),...

GitHub

workflow-orchestrator

stharrold

Orchestrates git workflow for Python feature/release/hotfix development. Loads and coordinates other skills based on current context. Includes PR feedback handling via work-item generation. Use when: - User sa...

GitHub

python-project-init

ekozmdev

uvとRuffでPythonプロジェクトを立ち上げる。新規リポジトリ作成と初期のlint/format運用確立に使う。

GitHub

py-observability

CJHarmath

Observability patterns for Python backends. Use when adding logging, metrics, tracing, or debugging production issues.

GitHub

universal-code-reviewer

sltc-dev

自动进化型 CR 专家。通过 Python 脚本实现确切的项目管理与双存储日志归档。它不仅指出通用错误,更致力于通过分析存量代码来维护项目的"潜规则"一致性。

GitHub

docker-hub-toolkit

alijilani-dev

Automate Python project Docker Hub deployments with optimized multi-stage builds, CI/CD pipelines, and security best practices. This skill should be used when users ask to containerize Python apps, build Docker...

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