Windsurf Skill Leaderboard

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

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

A collection of token optimization skills that use a compressed communication pattern to reduce LLM context consumption.

A set of structured engineering skills for AI agents covering API design, context optimization, and 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 by pulling engagement data from major social media platforms, technical forums, and the web.

A large-scale collection of agentic skills and templates for building specialized AI automation capabilities.

Provides tools for planning A/B tests, designing growth experiments, and managing an experiment backlog using ICE scoring.

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

A collection of 817 structured cybersecurity skills for AI agents, covering red-teaming techniques and credential access mapped to MITRE ATT&CK and NIST CSF.

Security research workflows for binary diffing, Android APK hooking, and AD CS certificate abuse.

A library of specialized AI skill definitions for agent workflow design, accessibility auditing, and marketing automation.

Technical implementation guides for connecting AI assistants to Google Ads APIs and Data Manager services.

A research automation suite for searching arXiv papers, analyzing ML experiment statistics, planning ablation studies, and generating Mermaid diagrams.

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

Produces tool-specific, copyable prompt blocks from a rough intent, with routing, intent extraction, and zero wasted tokens.

An AI-driven system for Obsidian that automates source research, citation drafting, and the organization of a connected Markdown knowledge graph.

A marketing operations skill for conducting audits, planning budgets, and managing campaigns across multiple paid advertising platforms.

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.

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

A collection of 73 AI skills for generating ad creatives, social media content, brand identity assets, product visuals, and video clips across major platforms.

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 collection of skills for empirical research, covering causal inference, econometrics, and the end-to-end academic writing process.

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

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

A set of skills for developing Apify Actors and generating their corresponding dataset and output schemas.

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

Generates cross-platform SKILL.md files from workflow descriptions to standardize AI agent behaviors across different IDEs and LLM interfaces.

Infrastructure for agent-to-agent commerce featuring delegated permissions, x402 payments, escrow, and dispute resolution.

A suite of 30 financial skills for AI agents focusing on options Greeks, implied volatility, and quantitative market analysis.

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

A library of medical writing skills for manuscript submission and bioinformatics skills for genomic and clinical data analysis.

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

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

A code quality toolkit for performing architecture audits, assessing technical debt, and automating health monitoring.

A comprehensive set of prompting skills for product managers to generate PRDs, accessibility audits, and professional feedback reports.

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

A design-centric skill for creating cinematic websites and multi-screen product systems with automated visual quality gates.

Implementation skills for iOS 26+, Swift 6.3, and SwiftUI, featuring specialized support for AccessorySetupKit and ActivityKit.

A set of CLI skills for authoring Fabric Dataflow Gen2, managing Activator alerts, and performing Databricks to Microsoft Fabric migrations.

Installs and configures an Oxlint plugin to enforce opinionated rules against low-evidence patterns in TypeScript and JavaScript.

Covers idiomatic Synalinks development: data models, program APIs, modules, control flow, agents, RAG, training, rewards, and providers.

LLM-first SEO audits covering technical SEO, content quality, schema, performance, AI search, and GitHub repos with scored reports and action plans.

Provides tools for generating platform-specific ad copy and designing statistically rigorous A/B test plans with sample size calculations.

Direct response advertising skills covering avatar extraction, offer development, headline generation, mechanism building, ad angle multiplication, funnel design, and campaign orchestration.

A library of e-commerce skills covering brand protection, competitor price tracking, affiliate program scaling, and API integration monitoring.

A writing skill library with anti-slop rules and a Rossmann voice profile for producing prose grounded in specific, checkable facts.

Automates academic paper drafting by converting agent logs into LaTeX manuscripts and refining them via simulated peer review cycles.

A set of marketing skills for A/B test design, statistical significance analysis, and brand monitoring.