581 boosters for "form" — AI-graded, open source, ready to install
A code review agent that delivers direct, pragmatic feedback using Linus Torvalds' philosophy and a structured 5-layer analysis framework, helping developers improve code quality through data structures, logic flow, performance, and maintainability.
An MCP server implementation that integrates esa (a Japanese collaborative documentation platform) with Claude, enabling AI access to esa knowledge bases and content management. Useful for teams using esa who want AI-assisted documentation workflows.
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 personalized git workflow guide that standardizes branch naming, commit message formatting, and code identifier documentation for developers. Benefits teams following specific git conventions and developers using Claude for code commits.
A comprehensive frontend performance auditing skill that analyzes websites for Core Web Vitals, accessibility, and SEO issues, then provides actionable improvement plans—essential for developers and teams optimizing web performance.
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.
A reusable agent that automates GitHub issue implementation through code generation, testing, and self-verification, designed for development teams using Claude Code. Developers benefit by delegating routine implementation tasks while maintaining code quality standards.
A skill booster that helps developers add delightful UX moments—joy, personality, and unexpected polish—to interfaces, transforming functional designs into memorable experiences. Benefits product teams and frontend developers who want to elevate user engagement.
A comprehensive guide to Lit web components best practices covering component structure, rendering, styling, events, lifecycle, accessibility, and performance optimization. Ideal for developers building or reviewing Lit-based custom elements and web components.
CortexGraph is a temporal memory system for AI assistants that implements human-like forgetting curves using local storage (JSONL and Markdown), enabling natural conversation memory across Claude, Cursor, and other platforms without explicit save commands.
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 Claude Code skill that converts PDFs to Markdown format, supporting large files and Korean paths while avoiding common encoding issues. Developers working with PDF processing in coding tasks benefit from this automation.
A CLI management tool for ChatGemini that provides environment checks, version updates, configuration backup/restore, and performance diagnostics in Traditional Chinese. Useful for developers and DevOps engineers managing Gemini CLI deployments.
Matchms is a Python library for mass spectrometry data processing, enabling researchers to load spectral data from multiple formats, standardize metadata, calculate spectral similarities, and identify compounds for metabolomics workflows.
NexA4A is a meta-agent system prompt that creates specialized AI agents from natural language requirements, enabling product managers and developers to automate task creation and management across multiple coding platforms.
Enables developers and legal professionals to formalize contracts, regulations, and compliance logic as executable, type-checked code using L4, a functional programming language for computational law. Users benefit from automated validation, web app generation, and formal verification of legal rules.
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.
LinkupPlatform Linkup MCP Server enables real-time web search with trustworthy, source-backed answers integrated into Claude and Cursor. Developers and knowledge workers benefit from access to current information and latest news directly within their AI workflows.
This booster provides Cursor Rules documentation for ERA-EfficientRollbackArchitecture, explaining variable persistence in a Chinese development platform (酒馆). It is intended for developers using Cursor IDE with the 酒馆 system.
A comprehensive coding standards guide for Windsurf that covers style, naming conventions, architecture patterns, and tech stack best practices (Next.js, TypeScript, Tailwind, React Query). Ideal for teams and educational platforms training developers to write consistent, maintainable code.
Cursor Rules for react-router-dashboard-saas-template provides AI-assisted development guidance for a modern React 19 + Router 7 SaaS stack with RSC, Tailwind, Drizzle ORM, and form validation. Developers building or contributing to this specific template will benefit from standardized AI code generation and architectural patterns.
A framework for transforming expert domain knowledge into production-ready AI skills by combining industry expertise with system-specific ontologies. Useful for teams building reliable, specialized AI assistants that need to work consistently across complex business processes.
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.
