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

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 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.

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 skill library for content production and publishing: visual asset generation, cross-platform posting, Markdown formatting, diagram creation, and automated release workflows.

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

A meta-skill engine that distills colleague, relationship, and celebrity personas into reusable AI skill configurations.

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.

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.

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.

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.

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

A set of modular AI skills for office productivity, featuring advanced Excel data analysis and automated presentation creation.

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

Runbook for GPT Image 2 generation and editing that searches a reference prompt library, checks craft patterns, then calls a packaged CLI for text-to-image, edits, inpainting, and diagram outputs.

Supports supply-chain investment research with theme scans, company comparisons, evidence grading, value-chain mapping, and thesis stress tests.

A tool for creating self-improving browser automation skills through iterative task execution and trace analysis.

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.

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

Technical implementation guides for GPU-accelerated data processing with cuDF and mathematical optimization via cuOpt and cuFOLIO.

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

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

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

Implements the 37signals and Shape Up methodology for lean product development, focusing on shaping, betting, and fixed-time cycles.

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

Monitors task execution and user feedback to identify, capture, and document patterns for the creation of new reusable AI skills.

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

End-to-end user research skill for qualitative and quantitative studies, including planning, discussion guides, AI-moderated interviews, surveys, and report synthesis.

A suite of tools for creating, reviewing, and governing custom Claude Code skills, including utilities for repository setup and macOS screen capture automation.

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

Agentic X research skill that searches for real-time perspectives, follows threads, and synthesizes findings into themed briefings.

Matches design projects to award programs and categories by verifying eligibility rules and comparing project data against official criteria.

A comprehensive set of bioinformatics skills for processing alignment files, trimming PCR primers, and managing genomic data using samtools and pysam.

Automates competitive ad scraping and the generation of photorealistic image and audio assets for marketing campaigns.

Translates PDF, DOCX, and EPUB books into multiple languages using a parallel sub-agent workflow and Markdown chunking.

Bioinformatics tools for FASTA sequence metrics, affinity-based proteomics pipelines, and archaic introgression detection.

A set of skills for AI agents to perform architecture-aware brainstorming, anti-entropy governance, and parallel agent dispatching.

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

Optimizes configurable system parameters for model training, inference, and black-box scientific evaluations using scalar objectives.

A 63-skill library for full-stack Cloudflare development, frontend engineering, design assets, dev tooling, and integrations across payments, voice, content management, and marketing.