Copilot Skill Leaderboard

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

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 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.

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

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.

A suite of agents for academic writing, citation checking, and multi-perspective peer review simulation.

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.

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

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

A converter that extracts frameworks and principles from documents to create structured skills for AI coding assistants.

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

Automates SEO technical audits and backlink analysis using Ahrefs, DataForSEO, and Bing Webmaster Tools integrations.

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.

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

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.

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.

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

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

Audits diffs, PRs, and release readiness using project-wide code-quality scorecards.

Converts formal or AI-style Korean commit messages into natural developer language while preserving Conventional Commits types and scopes.

A library of agent skills for .NET development, covering SDK configuration, ASP.NET Core API construction, Blazor components, and test execution.

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

A set of skills for creating, captioning, and rendering programmatic videos using the Remotion framework.

A collection of skill definitions and guidelines for extending AI agent capabilities with specialized behaviors like auditing, monitoring, and token-efficient orchestration.

Produces self-contained HTML UI mockups, prototypes, and wireframes for rapid design iteration.

Filters generic AI output to enforce higher standards for code comments, UI accessibility, and copywriting.

Rewrites technical text into Simplified Technical English (ASD-STE100) for use in READMEs, runbooks, and procedures.

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

Provides specialized skills for Go performance profiling, benchmarking, and the development of structured CLI applications.

Generates charts, architecture diagrams, and infrastructure layouts within Markdown for technical documentation and system mapping.

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

A set of skills for analyzing Azure spend, auditing resource cost spikes, and integrating Azure AI OpenAI services.

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

A set of technical skills for building with the Cloudflare Agents SDK and configuring Cloudflare One, Email Service, and SASE migrations.

A collection of data-led SEO workflows for audits, keyword research, competitor and backlink analysis, content briefs, position tracking, paid-organic overlap, and AI referral visibility.