Skill rating
19 098 skills. The A–F grade combines safety (60%) and quality (40%); tests add a bonus. The rating refreshes automatically from open catalogs.
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| # | Grade | Skill | Score ▾ | Safety | Quality | Process | Tests | Popularity | Updated |
|---|---|---|---|---|---|---|---|---|---|
| 2501 | A | Audit and score OpenClaw AgentSkills against structural compliance, quality standards, and OpenClaw-specific architecture patterns. Produces a 0-100 score with A-F grade, dimensional breakdown, and ac | 100 | 91 | B | — | ↓ 646 | 21 May 2026 | |
| 2502 | A | Reduce token usage in AI agent systems (Claude Code, OpenClaw, GPT Codex, Cursor, Windsurf, Aider, etc.) by applying context compression, selective loading, prompt deduplication, caching strategies, a | 100 | 90 | C | — | ↓ 646 | 11 May 2026 | |
| 2503 | A | Enable Microsoft Word's Track Changes (修订模式) on documents using native OOXML elements. Supports cross-run text matching and precise paragraph-level replacement. Use when agents need to modify Word doc | 100 | 87 | D | — | ↓ 572 ★ 1 | 11 May 2026 | |
| 2504 | A | 每日市场分析技能。当用户要求"每日市场分析"、"今日市场"、"隔夜行情"、"盘前分析"、"市场早报"、"市场概况"时,必须使用此技能。覆盖美股、港股、A股三大市场的隔夜表现,提取重点新闻,并给出今日投资建议。适用于每天早晨的投资决策参考。Use this skill for any request involving daily market recap, pre-market briefing, | 100 | 84 | D | — | ↓ 988 ★ 1 | 11 May 2026 | |
| 2505 | A | Use this skill when the user wants to put a Binance trade thesis on trial, review whether a long or short idea deserves risk, get an APPROVE / REVIEW / REJECT verdict, inspect the three juror opinions | 100 | 87 | B | — | ↓ 1 040 | 17 May 2026 | |
| 2506 | A | Academic paper discovery and evidence-oriented web search using a SerpApi/SearchAPI-compatible key. Use when the user asks for Google Scholar retrieval, paper/title/DOI/source verification, related-wo | 100 | 87 | D | — | ↓ 1 063 | 11 May 2026 | |
| 2507 | A | Use CamScanner to remove watermarks from images while preserving the underlying content and original layout. Powered by a high-precision image enhancement engine that intelligently detects and erases | 100 | 89 | B | — | ↓ 615 | 11 May 2026 | |
| 2508 | A | Your personal knowledge repository — capture, organize, and retrieve everything using PARA + Zettelkasten. Triggers on: "save this", "remember", "note", "capture", "brain dump", daily/weekly reviews, | 100 | 76 | C | — | ↓ 3 791 ★ 4 | 11 May 2026 | |
| 2509 | A | Persistent digital identity for this agent. Provides real email, phone number,
virtual payment card, and TOTP codes. Use this skill whenever the agent needs:
an email address, a phone number, a name, | 100 | 91 | C | — | ↓ 612 | 18 May 2026 | |
| 2510 | A | React and Next.js performance optimization patterns. Use when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance. Triggers on tasks involving components, data fetching | 100 | 80 | C | — | ↓ 2 937 ★ 1 | 11 May 2026 | |
| 2511 | A | PRE Engineering — Initialize a PRE (Plan-Review-Execute) multi-agent collaborative project. TRIGGER when: user wants to initialize a multi-agent collaborative project, mentions PRE system, PRE Enginee | 100 | 88 | C | — | ↓ 586 ★ 1 | 13 May 2026 | |
| 2512 | A | React to physical slaps and shakes detected on an Apple Silicon MacBook accelerometer. Use when the slap-your-openclaw MCP server is connected. | 100 | 87 | B | — | ↓ 1 006 | 18 May 2026 | |
| 2513 | A | Use this skill any time the user wants to analyze data, create charts, or build data visualizations. This includes: sales analysis, financial modeling, cohort analysis, funnel analysis, A/B test resul | 100 | 81 | D | — | ↓ 2 901 ★ 1 | 11 May 2026 | |
| 2514 | A | Analyze creator profiles, content patterns, audience fit, and collaboration quality to support smarter creator decisions. Use when evaluating creators for partnerships, comparing shortlist options, di | 100 | 87 | A | — | ↓ 1 035 | 11 May 2026 | |
| 2515 | A | Pre-ship safety net. Scan an npm package, OpenClaw skill folder, or git repo BEFORE publishing
to catch personal info leaks (absolute home paths, emails, internal IPs / Tailscale hostnames,
private pr | 100 | 89 | D | — | ↓ 653 | 13 May 2026 | |
| 2516 | A | Crypto Fear & Greed Index reporter. Fetches current market sentiment index and provides simple analysis combined with BTC price movement. Use when users want to check market sentiment, view current fe | 100 | 90 | C | — | ↓ 624 | 11 May 2026 | |
| 2517 | A | Use this skill when the agent needs the highest-quality answer by querying multiple LLM providers (Claude, Gemini, GPT, Ollama) in parallel and synthesizing the results via Mixture of Agents (MoA). Tr | 100 | 91 | C | — | ↓ 623 | 11 May 2026 | |
| 2518 | A | Use this skill when OpenClaw should hand a coding task to OpenCode, keep the OpenCode run model-compatible with Z.AI Coding Plan / GLM plans, and mirror execution progress into a Discord thread for li | 100 | 89 | B | — | ↓ 598 | 11 May 2026 | |
| 2519 | A | Download, transcribe, and analyze videos from YouTube, X/Twitter, and TikTok with local Whisper processing. Perfect for extracting TL;DRs, timestamps, and actionable insights. Use when asked to transc | 100 | 86 | C | — | ↓ 1 783 | 18 May 2026 | |
| 2520 | A | Organize, audit, and generate investor or acquirer due diligence data rooms for startups and SMBs. Maps required documents by category (financial, legal, HR, technical, commercial), identifies gaps, g | 100 | 88 | C | — | ↓ 1 028 | 11 May 2026 | |
| 2521 | A | Analyze any business, stock, startup, acquisition target, website, product, or business idea through a value-investor moat lens. Use when the user wants to evaluate competitive advantage, durability, | 100 | 91 | B | — | ↓ 648 | 13 May 2026 | |
| 2522 | A | Inspect OpenClaw memory configuration and on-disk memory artifacts, confirm which enabled memory systems should be backed up, prepare a deterministic local memory backup bundle, and optionally hand th | 100 | 91 | C | — | ↓ 595 | 11 May 2026 | |
| 2523 | A | 12 humor patterns for AI agents based on embedding space bisociation theory. Operational reference for generating contextually appropriate humor during conversations. Use when the agent's persona incl | 100 | 88 | B | — | ↓ 1 050 | 7 Jun 2026 | |
| 2524 | A | Review and audit agent skills (SKILL.md files) for quality, correctness, and effectiveness. Use when evaluating a skill before publishing, reviewing someone else's skill, scoring skill quality, identi | 100 | 79 | C | — | ↓ 2 774 ★ 1 | 11 May 2026 | |
| 2525 | A | AI Agent Collaboration Platform - Get contracts, write code, review PRs, earn trust. No SDK needed — use curl. | 100 | 81 | D | — | ↓ 2 810 ★ 1 | 11 May 2026 | |
| 2526 | A | Use DualGap for dual-domain research gap analysis: turn two paper collections, PDF folders, arXiv downloads, or research directions into reviewer-checked literature notes, direction-level syntheses, c | 95 | 98 | B | evals | ↓ 405 ★ 1 | 15 Jun 2026 | |
| 2527 | A | Grade Amazon product listing quality. Input an ASIN, get a 0-100 score with dimension breakdown (title, bullets, rating, reviews, sales velocity, BSR, badges) and improvement suggestions. Trigger on: | 100 | 90 | B | — | ↓ 645 | 29 May 2026 | |
| 2528 | A | Read contracts, NDAs, terms of service, employment agreements, leases, and SaaS MSAs and produce a structured summary that flags risk, surfaces hidden obligations, and gives plain-language explanation | 100 | 89 | B | — | ↓ 616 | 11 May 2026 | |
| 2529 | A | Run a structured quality control audit on any codebase. Use when asked to QC, audit, review, or check code quality for a project. Supports Python, TypeScript, GDScript, and general projects. Produces | 100 | 86 | D | — | ↓ 1 765 | 17 May 2026 | |
| 2530 | A | Expert system for creating social listening reports, benchmarks, competitive analyses, and brand health reports from digital and social media data. Use this skill whenever the user asks about monitori | 100 | 89 | B | — | ↓ 615 | 11 May 2026 | |
| 2531 | A | Activate when: user says 'challenge my thinking', 'play devil's advocate', 'what's the strongest counter-argument', 'ACH', 'analysis of competing hypotheses'; user needs to evaluate a high-stakes clai | 100 | 91 | B | — | ↓ 380 ★ 2 | 16 Jul 2026 | |
| 2532 | A | Use CamScanner to remove watermarks from PDF documents while preserving the underlying text, images, and original layout. Powered by a high-precision document enhancement engine that intelligently det | 100 | 89 | B | — | ↓ 613 | 11 May 2026 | |
| 2533 | A | Use CamScanner to detect whether an image has been PS-edited, manipulated, or tampered with. Powered by a manipulation-detection engine that identifies photo-editing traces, splicing, retouching, and | 100 | 89 | B | — | ↓ 612 | 11 May 2026 | |
| 2534 | A | Helps detect when AI agent skills silently mutate across inheritance chains. A skill audited safe in generation 1 may drift far from the original by generation 5 — but nobody re-audits because the nam | 100 | 84 | C | — | ↓ 1 794 | 17 May 2026 | |
| 2535 | A | Use CamScanner to erase handwriting from images while preserving the printed content and original layout. Powered by a high-precision image enhancement engine that intelligently detects and removes ha | 100 | 89 | B | — | ↓ 609 | 11 May 2026 | |
| 2536 | A | Automate GitHub pull request workflows including creation, review, merging, and monitoring. Handles PR templates, auto-labeling, CI/CD integration, and review automation. Use when users need to create | 100 | 87 | D | — | ↓ 986 | 18 May 2026 | |
| 2537 | A | Query system information including OS, CPU, memory, and disk usage. Use when users ask about system configuration, resource usage, performance diagnostics, or basic system info. Supports Windows, Linu | 100 | 87 | D | — | ↓ 986 | 11 May 2026 | |
| 2538 | A | Use this skill only when the user explicitly asks for a dry-run cleanup inventory, disk-space cleanup, deletion review, or recoverable archiving of generated workspace artifacts in a coding repo, such | 100 | 91 | C | evals | ↓ 665 | 31 May 2026 | |
| 2539 | A | Use this skill only when the user explicitly asks for a code audit, security audit, risk-focused PR/diff review, repo or module audit, regression-risk review, project-intent drift check, or validation | 100 | 95 | C | evals | ↓ 665 | 31 May 2026 | |
| 2540 | A | This skill evaluates arithmetic expressions using the Unix `bc` calculator.
It accepts full `bc` syntax (addition, subtraction, multiplication, division, modulus, scale, sqrt, and constants like `pi`) | 100 | 89 | C | — | ↓ 606 | 11 May 2026 | |
| 2541 | A | Explain, generate, validate, and preview crontab expressions. Use when a user needs to understand what a cron expression means, create a new cron schedule, check if a cron expression is valid, or see | 100 | 84 | F | — | ↓ 978 ★ 1 | 11 May 2026 | |
| 2542 | A | AI skill safety validation — real human experts vet skills, plugins, and MCP tools for security risks. Query trust scores, submit evaluation inquiries, and get real-time safety verdicts before install | 100 | 86 | B | — | ↓ 931 ★ 1 | 11 May 2026 | |
| 2543 | A | Rewrite, edit, or review Indonesian text so it sounds natural, human, and context-appropriate. Use when the user asks to humanize Indonesian writing, remove AI-sounding phrasing, adapt text to officia | 100 | 90 | B | — | ↓ 632 | 25 May 2026 | |
| 2544 | A | Runs bioinformatics analysis with Lobster AI -- single-cell RNA-seq, bulk RNA-seq,
genomics (VCF/GWAS), proteomics (mass spec/affinity), metabolomics (LC-MS/GC-MS/NMR),
machine learning (feature selec | 100 | 87 | D | — | ↓ 1 022 | 11 May 2026 | |
| 2545 | A | Use CamScanner to detect whether an image was generated by an AI model (e.g. Stable Diffusion, Midjourney, DALL·E). Powered by an AIGC-detection engine that classifies an image as genuine, suspected A | 100 | 89 | B | — | ↓ 603 | 11 May 2026 | |
| 2546 | A | Analyze and clean up OpenClaw session storage files. Use when the user wants to manage session files, clean up old sessions, delete cron/heartbeat, or organize session storage. Triggers on phrases lik | 100 | 89 | C | — | ↓ 604 | 11 May 2026 | |
| 2547 | A | Safely release and publish skill updates to ClawHub with version bump discipline. Use when preparing patch/minor releases, running lint/build checks, writing changelogs, and publishing a skill folder. | 100 | 91 | C | — | ↓ 603 | 11 May 2026 | |
| 2548 | A | Use when visual reasoning is needed with Alibaba Cloud Model Studio QVQ models, including step-by-step image reasoning, chart analysis, and visually grounded problem solving. | 100 | 91 | C | — | ↓ 602 | 11 May 2026 | |
| 2549 | A | Manage tmux sessions using the tmux-manager.py script. Use when asked to create, kill, restart, list, or inspect tmux sessions, send commands to sessions, tail session output, or validate the sessions | 100 | 90 | C | — | ↓ 576 | 11 May 2026 | |
| 2550 | A | Stealth browser automation using CloakBrowser to bypass bot detection on protected sites. Use when web_fetch fails with anti-bot blocks, CAPTCHA, or access denied errors. Use for scraping reviews, pro | 100 | 95 | C | — | ↓ 462 | 27 d ago |