Cursor Skill Leaderboard

An agentic skills framework for brainstorming designs, dispatching parallel agents, and standardizing AI-assisted development processes.

Behavioral guidance for writing, reviewing, and refactoring code with explicit assumptions, minimal scope, and verifiable success criteria.

Audits repositories for over-engineering and aggregates shortcut comments into a technical debt ledger.

Generates multi-platform banners and creative assets using specific art direction styles and platform dimensions.

Converts code, docs, and media into a persistent knowledge graph with community detection for architectural analysis and GraphRAG integration.

A token optimization toolkit that compresses LLM communication for coding agents to reduce token usage.

Provides AI agents with engineering skills for API design, interface stability, and context optimization to improve production-grade code quality.

A design-focused skill collection for premium frontend direction, visual generation, redesigns, brand systems, and motion-led implementation.

A knowledge graph tool for visualizing codebase structures, extracting domain flows, and analyzing code changes.

A library of 864 Claude skills covering automation, artifact creation, brand styling, changelog generation, ad extraction, and composio MCP integrations for over 100 services.

A frontend design skill for auditing UX, optimizing visual hierarchy, and implementing advanced UI effects and reusable design tokens.

Researches recent public sentiment and discussions from the last 30 days across major social media, technical forums, and prediction markets.

Shapes AI output for ADHD users by leading with concrete actions, suppressing tangents, and providing structured state tracking.

Provides methodologies for designing A/B tests, managing experiment backlogs, and implementing growth experimentation programs.

Provides API and SDK integration for designing, submitting, and retrieving results from protein binding and thermostability assays using the Adaptyv Bio Foundry.

A comprehensive collection of standardized agentic skills for AI automation, ranging from solution architecture and 3D web development to security auditing.

Generates branded architecture, data flow, and process diagrams including UML, ER models, and user journey maps.

Guidance on implementing polished mobile animations and gestures in Expo using Reanimated, Gesture Handler, and haptics.

A prompt library for mapping codebases, designing agentic workflows, and performing maintainability-focused code reviews.

Security workflows for AI agent prompt injection, APK hooking, and Active Directory certificate abuse within sandbox environments.

A library of 818 structured cybersecurity skills for AI agents, covering red-teaming tasks such as DPAPI decryption and Active Directory privilege escalation.

A design skill for extracting visual DNA from URLs or screenshots and applying intentional UI patterns to AI-generated pages.

A set of curated skills for developing ASP.NET Core applications and ChatGPT Apps SDK integrations using official guidance.

Implements persistent state management for AI agents using local markdown files to track task plans, findings, and session progress.

A library of over 800 AI skill definitions covering agent orchestration, accessibility auditing, marketing optimization, and engineering workflows.

A code review methodology that identifies actionable defects by verifying implementation against boundary agreements and forcing violating executions.

Automates versioning, changelog generation, and GitHub Releases for multiple languages alongside translation utilities.

A comprehensive suite of 74 skills for game development, featuring studio-hierarchy coordination, technical decision tracking, and project auditing.

A collection of agent skills focused on context engineering, harness design, and multi-agent architecture for production systems.

A research automation toolkit for searching arXiv, summarizing academic papers, analyzing ML experiment results, and planning ablation studies.

A library of automation skills for the Codex CLI and API, including utilities for IDE deep linking and brand guideline application.

Eight skills covering GSAP core, timelines, ScrollTrigger, performance, framework integration, plugins, and utility methods for web animation development.

Automates source-grounded research and the filing of cited dossiers into an Obsidian Markdown knowledge graph.

Generates and optimizes tool-specific prompts for LLMs, coding agents, and generative AI tools.

A library of AI skills covering PR reviews and PowerPoint orchestration, including color palette selection and slide design recipes.

A library of agent skill files covering the AI research lifecycle: autonomous experimentation, model architecture, fine-tuning, mechanistic interpretability, distributed training, safety, optimization, evaluation, inference serving, and MLOps.

A set of AI skills for full-stack development, including Angular 17+ architecture, .NET Core expertise, and system design documentation.

Tools for managing Hugging Face Hub assets, including models, datasets, and Spaces, via CLI and MCP server integrations.

Generates HTML-based diagrams, architecture overviews, and comparison tables for technical systems and code changes.

Converts IaC, SQL, and API schemas into editable draw.io diagrams, supporting C4, SysML, UML, and ERD standards.

Provides tools for audits, strategy, and campaign management across Google, Meta, TikTok, Amazon, and other major paid advertising platforms.

A suite of skills for fixing UI layout issues, auditing HTML accessibility, and documenting design languages in DESIGN.md files.

Generates static HTML presentations using a library of 36 themes, 36 layouts, and canvas-based animations with built-in presenter mode.

Converts Stitch designs into React and React Native components, including Vite-based dashboards with Web3 integration and TanStack Query.

A CLI tool to create, read, and edit Office documents locally, supporting conversions between PDF, DOCX, XLSX, PPTX, Markdown, HTML, and CSV.

Connects Claude Code to NotebookLM for source-grounded queries against uploaded documents, with notebook library management and citation-backed answers.

Creates self-contained dark-themed HTML/SVG architecture diagrams for systems, cloud infrastructure, security diagrams, and network topologies with export to PNG and PDF.

Generates Xiaohongshu Rednote carousels, WeChat cover pairs, and Live Photo motion cards using editorial or Swiss design systems.

A set of product management skills focused on acquisition channel evaluation, unit economics, and the design of multi-agent AI workflows.

Red team methodology for Active Directory attacks, covering reconnaissance, privilege escalation, persistence, and ADCS exploitation.