Windsurf Skill Leaderboard

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

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

A writing tool that removes AI-specific structural patterns, stock phrasing, and filler to make generated text read more naturally.

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

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

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

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

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.

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

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

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

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

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

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

Real-time search engine supporting general web queries, vertical domain searches, and URL content extraction.

Provides tools for agent payments, ERC-7710 delegated permissions, x402 paid APIs, and dispute resolution for agent-to-agent commerce.

A repository of browser-act skills for automating website interactions and performing bulk data extraction from complex web interfaces.

A collection of vendored Oxlint plugins for rejecting low-evidence TypeScript and JavaScript patterns.

Audits and rewrites content to remove AI writing patterns using customizable voice profiles and iterative refinement.

Parallel divergent ideation for coding agents. Spawns isolated branches under cognitive frames, scores, clusters, prunes traps, and deepens top survivors for open-ended design and architecture problems.

A set of skills for systematic book study and expert code review focusing on knowledge retention and software architecture.

A suite of tools for importing AI chat histories, automating wiki cross-links, and generating architecture maps within Obsidian.

Research tools for extracting ad hooks and CTAs from major ad libraries and evaluating creator audience fit for sponsorships.

A writing toolkit for fiction that provides specific skills for prose review, minimal refactoring, full rewrites, and Hemingway-style stylistic editing.

Migrates Apple/Swift Expo native modules from the 1.0 definition DSL to the 2.0 macro API.

A library of 29 skills for resume writing, job analysis, interview prep, LinkedIn optimization, offer comparison, and career transition work.

A suite of AI skills for French statutory audits, corporate accounting validation, and DGFIP tax control simulation.

A set of skills for developing, debugging, and deploying Apify Actors and their associated input/output schemas.

A design system for landing pages covering page structure, conversion copywriting, SEO, and detailed visual specifications for typography and layout.

Recommends image generation prompts from a library of 10,000+ curated examples with sample images, covering portraits, products, social media, posters, and content illustration.

Provides expert design patterns for PostgreSQL tables, PostGIS spatial indexing, and database migrations.

A solopreneur workflow library that handles demand research, visual branding, domain acquisition, and search optimization, all from one skill set.

Manages project knowledge by drafting architectural contributions and coordinating durable team handoffs.

A set of agent-optimized skills for automating UI interactions and bug hunting across Apple and Android platforms.

An architecture audit and technical debt assessment tool with automated remediation capabilities for codebase maintenance.

A set of skills for generating release notes from git logs, designing 360-degree feedback reports, and summarizing hiring panel activities.

An orchestration set for analyzing project architectures and designing REST and GraphQL APIs.

Converts documents and codebases into Obsidian StudyVaults with concept notes, practice questions, and interactive quizzes that track progress and drill weak areas.

Provides core utilities for Deep Agent creation, including harness architecture and state management via ephemeral and persistent backends.

A set of 75 AI agent skills covering game engine integration, NPC AI behavior trees, audio design, and camera systems for rapid game prototyping.

Generates Solidity fuzz suites for Echidna and Medusa from Foundry or Hardhat projects and converts natural language properties into Solidity assertions.