998 boosters for "pi" — AI-graded, open source, ready to install
A comprehensive Figma MCP system prompt that enables AI development tools (Claude, Cursor, Windsurf) to automatically extract design systems, components, and pixel-perfect code directly from Figma designs. Developers using design-to-code workflows benefit from automated analysis without manual extraction.
A Git commit helper that automatically groups modified files by project structure and generates standardized commit messages following conventional commit format. Ideal for developers working on structured projects (like compilers or multi-module systems) who want faster, more consistent Git workflows.
A Figma REST API skill that enables reading design files, exporting images, managing comments, and accessing design components—essential for developers and designers integrating Figma into automated workflows.
A Gmail API skill that enables AI assistants to read, send, and manage emails, labels, drafts, and threads via curl commands. Developers and automation engineers benefit from programmatic email workflow integration.
After-Action Review guides teams through structured debriefs of significant events by answering what was expected, what happened, why differences occurred, and what comes next—helping extract learning from projects, launches, and presentations.
es-fetch-api is a lightweight, middleware-based HTTP client wrapper for JavaScript/TypeScript projects that simplifies API requests with composable request handling. Developers building JavaScript applications will benefit from streamlined HTTP request management and best practices.
AIBoilerplate — Windsurf Rules establishes a universal context architecture that centralizes project rules, constitution, and planning across 20+ AI coding assistants. Teams using Windsurf, Cursor, Claude Code, and other AI tools benefit from a single source of truth for consistent AI behavior and project context.
Leghis Smart Thinking is an MCP server that enables fast retrieval and lookup of Smart-Thinking memories, allowing users to quickly find relevant context and fetch complete entries by ID. Developers and knowledge workers benefit from rapid access to structured memory/note systems integrated with Claude.
This booster provides Copilot instructions to optimize Space Engineers client and server performance. It benefits Space Engineers developers and server administrators looking to improve game performance.
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.
Heuristic scoring (no AI key configured).
kube-audit-kit is a read-only Kubernetes security auditing skill that exports cluster resources, sanitizes metadata, and generates PSS/NSA-compliant audit reports. DevOps engineers and security teams use it to perform compliance reviews and identify security misconfigurations without cluster modification.
A Windsurf rules booster that codifies development workflows and task management best practices for YouTube automation projects, helping developers maintain consistent processes and self-improve their rule documentation over time.
This MCP server integrates the json2video API with Claude, enabling AI-powered video generation from JSON configurations. It's useful for developers building AI applications that need to programmatically generate videos.
Enables AI agents to parallelize independent development tasks using git worktrees, splitting work across multiple concurrent tracks while maintaining context continuity. Ideal for teams coordinating multiple Claude Code sessions on non-overlapping features.
Control Android devices via ADB commands to automate interactions like tapping, swiping, typing, and app navigation. Developers building Android automation tools, testing frameworks, or mobile CI/CD pipelines benefit from this skill.
This booster helps developers keep project documentation synchronized with code changes by providing documentation file mappings and drift-checking procedures. It benefits teams maintaining `.org`-format documentation alongside evolving codebases.
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.
AI Copilot instructions for the Aipictors project (Remix + Cloudflare Pages), providing developers with comprehensive guidelines on architecture, routing, GraphQL setup, workflow commands, and implementation conventions to ensure consistent development practices.
vibe_coding_pro automates UX/UI design generation by analyzing reference images and project specifications to create design systems and React implementations. It's useful for developers and designers who need rapid UI prototyping with design consistency.
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.
Gonyx provides a curated Windsurf rules configuration for Go API development, pre-configuring build commands, dependencies (Gin, Fiber, GORM, gRPC), and best-practice libraries. Developers building Go APIs in Windsurf benefit from instant project scaffolding and consistent tooling setup.
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.
An agent for optimizing compiler configurations and build processes across Claude code and desktop platforms. It helps developers improve compilation performance by leveraging library patterns and existing implementations.
