Copilot 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 knowledge graph tool for visualizing codebase architecture, analyzing domain flows, and querying repository structures via an interactive dashboard.

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.

An end-to-end academic research workflow that integrates deep research, manuscript drafting, and a multi-perspective peer-review simulation.

Provides routing for agentic workflow design and tools for scaffolding canvas extensions and plugin manifests.

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.

Provides file-based persistence for AI agents using task_plan.md, findings.md, and progress.md to track multi-step projects across session resets.

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

Converts PDF, EPUB, and other document formats into structured AI skills by extracting frameworks and mental models.

Formats AI output for ADHD users by leading with next actions, numbering multi-step tasks, and suppressing tangents.

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

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

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

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

An SEO analysis suite for auditing site health, analyzing backlink profiles, and generating data-driven content briefs using Ahrefs and DataForSEO integrations.

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.

Generates self-contained HTML files for architecture diagrams, diff reviews, comparison tables, and technical system overviews.

A 16-skill GEO audit suite that scores AI citability, crawler access, content E-E-A-T, technical SEO, and brand authority, then produces client-ready reports and proposals.

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

Generates professional .drawio diagrams from text, code, and infrastructure manifests, supporting UML, C4, ERD, BPMN, and SysML standards.

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

Provides agent-based guidance and custom persona configurations for .NET SDK setup, ASP.NET Core web development, and system testing.

A set of skills for converting tutorials and prompt packs into reusable agent capabilities and implementing standardized web design elements.

A set of agent orchestration skills covering self-scheduling, multi-agent delegation loops, and direct browser automation via CDP.

An Android red-team pipeline that automates APK acquisition, jadx decompilation, secret grepping, and Frida instrumentation templates.

A design utility for creating self-contained HTML UI mockups, prototypes, and wireframes using AI agents.

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

Generates architecture, cloud, data analytics, BPMN, UML, network, security, IoT, mind maps, infographics, and more from markdown.

Browser automation using Playwright for UX validation, responsive checks, and automated web testing.

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

A set of Go development skills covering CLI application structure, performance profiling with pprof, and benchmarking.

A curated library of offensive security skills for red teaming and penetration testing, covering AD, cloud, wireless, web, mobile, IoT, exploit development, and reporting.

Marketing skills for auditing paid ad accounts, QAing conversion signals and UTMs, and building RSA ad creative.

Technical reference for Supabase products, including Database, Auth, Edge Functions, and Postgres extensions, with a focus on schema migrations and troubleshooting.

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

Rewrites technical text according to ASD-STE100 Simplified Technical English rules for aerospace and defense grade clarity.

A framework for creating and evaluating agent skills from workflows, prompts, and SOPs with built-in governance and portability tools.

An 86-skill toolkit covering commits, standup updates, Jira, architecture diagrams, test plans, design systems, database schemas, and professional communication for software teams.

Diagnose-first guidance for Terraform/OpenTofu: identifies failure modes, proposes risk-controlled remediation, and enforces a response contract with validation and rollback plans.

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.

Multi-agent research workflow: generates an outline, runs parallel deep research per item, and produces a structured markdown report with uncertainty flags.