OpenClaw 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 prompts and responses to reduce consumption for coding agents.

A knowledge graph tool for visualizing codebase structures, extracting domain flows, and analyzing code changes.

Aggregates posts and engagement from major social platforms and the web to analyze public discourse from the last 30 days.

Provides API integration for the Adaptyv Bio Foundry and computational tools for 13C-metabolic flux analysis and protein screening.

A comprehensive catalog of standardized agentic skills for AI automation builders, covering solution architecture, security auditing, and web development.

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.

Automates versioning, changelog generation, and GitHub Releases for multiple languages alongside translation utilities.

Creates reusable Person Profiles from source material about colleagues, relationships, or celebrities.

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

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

A library of agent skill files covering the AI research lifecycle: autonomous experimentation, model architecture, fine-tuning, mechanistic interpretability, distributed training, safety, optimization, evaluation, inference serving, and MLOps.

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.

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

A library of MCP server skills for integrating Korean legislative data, public records, and local service searches into AI agents.

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

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

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

Generates image-based PPTX presentations from articles, reports, and outlines for use in AI agents.

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

A collection of modular AI skills for office automation, featuring advanced Excel data cleaning, large-file analysis, and productivity workflow components.

Analyzes reference images to extract high-fidelity prompts for recreating visual styles, compositions, and textures in AI image generators.

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

Automates empirical research workflows, including data acquisition, econometric modeling, and the production of publication-ready tables and manuscripts.

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.

Plan and draft LinkedIn posts and comments, audit drafts against algorithm heuristics, and publish content via the Publora API.

Analyzes web application schemas and handlers to implement first-party WebMCP tools for agent interaction.

A system for AI agents to distill conversation history into a structured Obsidian wiki for long-term memory and knowledge management.

Technical implementation guides for NVIDIA GPU acceleration, covering cuDF dataframes, dask-cuDF ETL pipelines, and cuOpt optimization.

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

A monitoring skill that captures patterns and user corrections during agentic workflows to discover and document reusable AI skills.

A financial analysis skill library for news aggregation, sentiment scoring, time-series prediction, signal tracking, stock lookups, and professional report creation.

A repository of medical and biotechnological skills for automated protein testing, drug discovery agents, and AAV vector design.

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

A bridge utility to route Claude session outputs to external instant messaging apps via a background daemon.

Audits paid ad accounts for ROAS profiles and wasted spend while QAing conversion tracking, UTM hygiene, and cross-platform deduplication rules.

Converts slide images, scanned PPTX files, and PDF decks into editable PowerPoint presentations with object-level reconstruction.

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

Implements the 37signals and Shape Up methodologies for lean product development, focusing on shaping, betting, and scope reduction.

A curated library of over 2,400 OpenClaw skills covering frontend, backend, DevOps, marketing, and AI productivity tools.

Translates books in PDF, DOCX, and EPUB formats by splitting content into chunks for parallel agent processing and exporting to multiple document types.

A suite of skills for biomedical researchers to perform manuscript consistency checks, claim calibration, and submission-readiness preflights.

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 set of tools for creating and discovering AI skills by analyzing real-world case studies, GitHub projects, and marketplace recommendations.

Provides filesystem operations, Python package management via uv pip, and tools for creating and benchmarking AI skills.