106 boosters for "python" — AI-graded, open source, ready to install
A system prompt that transforms Claude into 'Madsa', a data science assistant that converts natural language requests into concise, executable Python code for pandas DataFrame analysis. Ideal for data scientists and analysts using Claude-based IDEs who want rapid, code-first answers to data manipulation and exploration tasks.
Generates product specification documents by executing a Python script to create detailed PM prompts and delegating document creation to a subagent. Useful for product managers and developers who need to rapidly create structured PRDs with reference document support.
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.
Python code cleaning specialist. Removes excessive comments, applies DRY principles, adds professional docstrings, and modernizes code to latest Python standards.
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.
Cursor Rules for FastLED WASM provides critical development guidelines enforcing `uv` for Python execution and safe emoji handling to ensure consistent builds and cross-platform compatibility. Developers working on the FastLED web compiler project benefit from clear, actionable rules that prevent common errors.
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.
Pyflix provides Copilot instructions for developers working on a Python torrent streaming library, enabling AI-assisted development with context on the project's architecture, dependencies, and code structure.
A Windsurf-specific coding guidelines booster that enforces Python best practices including documentation standards, absolute imports, early returns, and design patterns for maintainable code. Ideal for Python developers using Windsurf who want to maintain consistent code quality across their projects.
The “swiss knife” CLI for agile DevOps teams. Keep backlog, specs, tests, and code in sync. Greenfield + brownfield with SDD/TDD/contracts.
Cursor rules for managing VST3 & AU plugins within the Spotify Pedalboard Python library, enabling developers to integrate audio plugin scanning with crash recovery and SQLite storage. Useful for audio engineers and Python developers building plugin-based audio applications.
Data file fetching and caching for geoscience applications. Download sample datasets with automatic caching, checksum verification, and multiple download sources. Use when Claude needs to: (1) Download datasets from URLs or DOIs, (2) Cache files locally with automatic verification, (3) Verify file integrity with SHA256/MD5 hashes, (4) Extract compressed archives (ZIP, TAR, GZIP), (5) Create data registries for reproducible workflows, (6) Fetch from Zenodo or other repositories.
Read and parse DLIS (Digital Log Interchange Standard) and LIS (Log Information Standard) well log files. Use when Claude needs to: (1) Read/parse DLIS or LIS files, (2) Extract well log curves as numpy arrays, (3) Access file metadata and origin information, (4) Handle multi-frame or multi-file DLIS, (5) Convert DLIS to LAS or DataFrame, (6) Work with RP66 format well logs, (7) Process array or image log data.
DeployGuard is a Python CLI tool that audits Foundry deployment scripts for security vulnerabilities and best practices, helping developers catch CPIMP vulnerabilities and ensure proper test coverage before deployment. It's designed for Cursor users who want automated security checks integrated into their development workflow.
A comprehensive set of development guidelines and reusable agents for building AI-powered Python applications in Windsurf using Mirascope, covering patterns for LLM integration, component structure, and best practices. Developers building intelligent agents and tools in Python will benefit from these standardized patterns and pre-built components.
Heuristic scoring (no AI key configured).
A template repository for building MCP servers in Python using FastMCP, enabling developers to quickly scaffold and deploy code execution tools compatible with Claude and Cursor. Ideal for developers creating custom MCP servers who want a production-ready starting point.
A code review skill that validates pull requests across multiple languages (Python, JavaScript, TypeScript, React) against acceptance criteria, checking correctness, security, maintainability, and test coverage. Developers and code reviewers use this to ensure quality and consistency before merging.
A Windsurf-specific ruleset for building a high-performance to-do app with Python, SQLite, and strict SLA requirements (10ms latency), ensuring production-quality code through property-based testing and structured logging.
Automates cleanup of JupyterHub Docker environments by stopping containers and removing orphaned resources. Ideal for data scientists and ML engineers managing local Jupyter development platforms who need to free up disk space and reset their environments.
A Windsurf rules configuration for managing task-driven development workflows in hospital job platform projects, enabling developers to streamline task creation, breakdown, and tracking through CLI commands and standardized processes.
Wat2Do Copilot Instructions provide AI coding guidance for a Django/React web app that helps University of Waterloo students discover club events scraped from Instagram. Developers working on this codebase benefit from centralized, AI-friendly project context including architecture, tech stack, and setup commands.
A Cursor-specific prompt containing detailed coding standards and project structure rules for building an OpenCV-based customer detection system for jewelry stores using YOLOv8. Developers working on computer vision projects in Cursor will benefit from these standardized guidelines.
This booster provides AI code style and formatting rules for the FanSync Home Assistant integration, enforcing Python 3.13+ standards, type hints, and licensing requirements through Copilot. Developers contributing to this HACS integration benefit from automated guidance on code quality and consistency.
