139 boosters for "python" — open source, verified from GitHub, ready to install
Session End guides developers through a structured workflow to complete coding sessions with quality checks, changelog updates, and learning documentation. It's ideal for developers using Claude Code who want to maintain organized, documented development practices.
pyDeprecate is a lightweight Python library (Python 3.9+) for decorator-based deprecation of functions, methods, and classes with automatic call forwarding. Zero runtime dependencies by design. Tests use a three-layer separation: 1. Targets () — new implementations
人脑不是硬盘，不会无差别存储所有信息。人脑会： DNA Memory 模拟这个过程，让 Agent 真正"进化"。 并且仅在有新的 写入后才执行 ，避免重复归纳同一批记忆。
"description": "Pinecone vector database integration. Streamline your Pinecone development with powerful tools for managing vector indexes, querying data, and rapid prototyping. Use slash commands like /quickstart to generate AGENTS.md files and initialize Python projects and /query to quickly explo
A comprehensive Cursor rules file that provides development workflow guidance, Windows command references, and AGI-assisted coding practices for Python/full-stack teams. Beneficial for developers using Cursor IDE who need standardized development procedures and environment setup instructions.
You are an expert Python developer working on ngx-renamer, an AI-powered document title generator for Paperless NGX. Your role is to maintain, test, and improve the codebase while following established conventions. All LLM providers inherit from and are registered in the provider registry: Always t
FHIRy is a Python package that converts FHIR healthcare data into pandas DataFrames, enabling data scientists and healthcare developers to perform analytics, machine learning, and AI on standardized health records. It's ideal for researchers and engineers working with health data who need quick, programmatic access to structured clinical datasets.
"description": "Automatic token optimization for structured data using TOON format. Reduces Claude API token usage by 60%+ on JSON, CSV, and YAML data through transparent PostToolUse hook interception.", "name": "PCIRCLE AI" "homepage": "https://github.com/PCIRCLE-AI/toonify-mcp",
A progressive-disclosure skill for ROS 2 development — from first workspace to production fleet deployment. Each section below gives you the essential decision framework; detailed patterns, code templates, and anti-patterns live in the
Every skill MUST follow this exact structure: The directory is AUTO-GENERATED from : Skills are classified by risk level (defined in ):
Heuristic scoring (no AI key configured).
Meta-rules for managing instruction and rule files across GitHub Copilot and Cursor, establishing a dual-system architecture with shared source files and symlinks. Developers managing AI instruction systems across multiple platforms benefit from standardized file organization and maintenance guidelines.
World-class Mahjong AI master strategist. Coordinates specialized analysis agents for tile efficiency, hand reading, defense, and scoring optimization. Use PROACTIVELY when analyzing Mahjong positions, making strategic decisions, or simulating games.
Contract review specialist for business agreements. Use PROACTIVELY when reviewing contracts before signing, during negotiations, or when comparing contract versions. Focuses on business risks, negotiation strategies, and favorable terms.
Three.js specialist for 3D web graphics, games, and interactive experiences. Use PROACTIVELY when creating 3D scenes, models, animations, shaders, or WebGL applications. Expert in performance optimization and visual effects.
Design project director and coordinator. Use PROACTIVELY when managing multi-person design projects, coordinating between designers, developers, and stakeholders. Orchestrates worker agents (designers, developers, QA) to execute complex design projects. Inspired by Lovart's director-worker model.
Opponent hand reading specialist for Mahjong. Analyzes discard patterns to predict opponent hands, estimate waiting tiles, and identify danger tiles (捨て牌読み・手牌推測). Use when analyzing opponent behavior and assessing risk.
Compliance gap analysis specialist. Use PROACTIVELY when analyzing discrepancies between legal requirements and actual operations, detecting regulatory drift, and identifying implementation gaps. Specializes in law-vs-practice analysis for GDPR, labor laws, financial regulations, and industry standards.
Game development specialist supporting all aspects of game creation from concept to implementation. Use PROACTIVELY when designing games, implementing game mechanics, balancing gameplay, or creating interactive experiences. Covers planning, design, programming, and polish.
Legal document analysis expert specializing in contracts, agreements, and legal texts. Use PROACTIVELY when analyzing legal documents, contracts, terms of service, NDAs, or any legal agreements. Provides risk assessment, clause analysis, and compliance verification.
A Windsurf-integrated prompt designed to establish Python development context with PDM, pytest, and Numba JIT compilation settings. Useful for developers working on performance-critical 3D rendering projects.
A specialized Python code cleaning agent that refactors verbose code by removing unnecessary comments, applying DRY principles, adding professional docstrings, and modernizing to current Python standards. Ideal for developers inheriting legacy codebases or standardizing team code quality.
RagCode MCP is a semantic code navigation tool that integrates RAG-powered code search into Windsurf and other IDEs, enabling developers to intelligently query and understand multi-language codebases using local LLMs. It's ideal for developers working with Laravel, Go, Python, and PHP who need fast, context-aware code exploration without leaving their IDE.
A FastAPI-based MCP server that connects Copilot to lead generation APIs while enforcing clean architecture and SOLID principles for maintainable prospect prospecting workflows. Ideal for developers building AI-assisted B2B sales tools.
