Cursor Skill Leaderboard

Design codebases and review implementations.

Plan engineering work and coordinate parallel agents.

Clarify requirements and keep code changes focused.

Audit repository quality and track technical debt.

Design interfaces and generate tailored design systems.

Map codebases into navigable knowledge graphs.

Plan, review, test, and ship software with specialist agents.

Reduce agent verbosity and context consumption.

Specify, build, verify, and ship software incrementally.

Audit UX and refine frontend design.

Explore codebases and knowledge through interactive graphs.

Evaluate job openings and tailor application materials.

Automate business workflows across connected apps.

Research recent trends across social and web sources.

Draw branded diagrams in HTML and SVG.

Make agent responses concise, structured, and action-first.

Plan marketing campaigns and improve conversions.

Analyze scientific data and conduct research workflows.

Design interfaces and refine interaction animations.

Enforce design tokens and accessibility standards.

Create and manage Obsidian notes, bases, and canvases.

Find and assemble reusable agent workflows.

Reverse-engineer software and investigate security targets.

Customize Copilot workflows for development tasks.

Prototype, test, and develop playable games.

Investigate threats, test defenses, and assess security compliance.

Run engineering, product, marketing, and business workflows.

Build applications, process documents, and automate Codex workflows.

Preserve task plans and findings across agent sessions.

Research customer needs and plan product strategy.

Create and publish content across social platforms.

Create illustrated content and publish it across social platforms.

Design, simulate, and prepare physical products for fabrication.

Turn projects into shareable launch videos.

Coordinate research, experiments, and paper writing.

Build and optimize animations with GSAP.

Design agent context, memory, and evaluation workflows.

Automate app integrations and productivity workflows in Codex.

Turn source material into a connected Obsidian knowledge base.

Write precise prompts tailored to AI tools.

Structure landing pages, copy, and visuals.

Train, evaluate, and research machine learning models.

Build applications and create documents and multimedia.

Lay out documents, presentations, and social cards.

Develop, test, and operate full-stack applications.

Edit native office documents alongside an AI assistant.

Create datasets and train and evaluate models on Hugging Face.

Explain systems and code changes with visual HTML pages.

Improve interface design, accessibility, and motion performance.

Audit advertising accounts and prioritize campaign improvements.