Skill rating
137 544 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 |
|---|---|---|---|---|---|---|---|---|---|
| 2001 | A | Python web scraping toolkit for data extraction, pagination handling, anti-blocking techniques, Selenium for JavaScript-heavy sites, and structured output (JSON/CSV). Use when Codex needs to extract d | 100 | 94 | C | — | ↓ 811 | 18 May 2026 | |
| 2002 | A | Record, query, complete, correct, and undo personal bookkeeping entries through short natural-language conversation, with local JSONL and Markdown persistence plus support for incomplete entries. Use | 100 | 94 | C | — | ↓ 756 | 11 May 2026 | |
| 2003 | B | OceanBus-powered evidence-based health checkup recommendation service. Use when users need personalized checkup plans based on age, gender, symptoms, and family history, backed by National Health Comm | 95 | 90 | D | — | ↓ 1 655 ★ 8 | 18 May 2026 | |
| 2004 | B | Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Use when improving agent performance, throughput, or reliability. | 100 | 84 | C | — | ↓ 3 662 ★ 1 | 11 May 2026 | |
| 2005 | A | Remote Linux terminal control skill. Use when the user wants to (1) connect to a remote Linux server and execute commands, (2) perform SSH operations on remote hosts, (3) manage multiple remote server | 97 | 99 | B | — | ↓ 754 | 18 May 2026 | |
| 2006 | A | Activate when: user says "business model canvas," "BMC," "Osterwalder canvas," "what's our business model," "map this business," or asks to evaluate/design/pivot/compare a business model before raisin | 100 | 96 | B | — | ↓ 533 ★ 3 | 16 Jul 2026 | |
| 2007 | B | CLI for crypto portfolio tracking, market data, and CEX history. Use when the user asks about crypto prices, wallet balances, portfolio values, Coinbase/Binance holdings, or Polymarket predictions. | 100 | 84 | C | — | ↓ 3 558 ★ 1 | 11 May 2026 | |
| 2008 | A | Use when the user wants to pressure-test a product, internal-tool, or OSS concept against Amazon's Working Backwards PRFAQ gauntlet before committing to a spec. Triggers on: "work backwards", "write a | 100 | 96 | B | — | ↓ 779 | 11 May 2026 | |
| 2009 | B | Provides Speech-to-Text (STT) and text Translation using the Addis Assistant API (api.addisassistant.com). Use when the user needs to convert an audio file to text (specifically Amharic), or translate | 98 | 87 | D | — | ↓ 3 570 ★ 1 | 18 May 2026 | |
| 2010 | A | Extract clean, readable markdown content from any URL using Jina Reader API. Use when you need to fetch and parse web pages without dealing with HTML, JavaScript rendering, or paywalls. Ideal for rese | 100 | 90 | C | — | ↓ 2 212 | 17 May 2026 | |
| 2011 | A | Generate AI-powered presentations, documents, and social posts using SkillBoss API Hub. Use when user asks to create a presentation, pitch deck, slide deck, document, or social media carousel. Trigger | 100 | 95 | C | — | ↓ 777 | 11 May 2026 | |
| 2012 | A | Professional football bet analysis skill. Generates data-driven bet slips based on form, H2H, standings, injuries and value analysis. Includes result tracking with hitrate and ROI. Use when the user a | 100 | 87 | C | — | ↓ 2 080 ★ 1 | 17 May 2026 | |
| 2013 | A | Alibaba Cloud Live Recording Diagnostic Skill. Use for diagnosing live stream record issues including missing recordings, file generation problems, unexpected recording behavior, and callback issues.
| 100 | 96 | C | — | ↓ 804 | 21 Sept 2026 | |
| 2014 | A | Parse Claude Code session JSONL to extract implicit user feedback signals.
Detects skill invocations (tool_use blocks with name="Skill" or /slash-commands),
classifies user responses as correction/acc | 100 | 94 | B | — | ↓ 774 | 11 May 2026 | |
| 2015 | A | Extract structured information from unstructured text through a semi-automatic pipeline. Support entity extraction, relation extraction, attribute extraction, and event extraction from plain text and | 100 | 94 | B | — | ↓ 775 | 11 May 2026 | |
| 2016 | A | Execute code in a secure cloud sandbox via AgentBay SDK. Use this skill whenever users request to run, execute, or evaluate code (Python, JavaScript, R, Java), including plotting charts, running scrip | 100 | 95 | B | — | ↓ 834 | 21 Sept 2026 | |
| 2017 | A | Track, analyze, and optimize AI API costs across OpenAI, Anthropic, OpenRouter, Google, and other LLM providers. Parses billing data, usage logs, or API responses to produce cost breakdowns by model, | 100 | 95 | C | — | ↓ 834 | 11 May 2026 | |
| 2018 | B | Build and maintain mobile applications end-to-end with OpenClaw, including requirement shaping, architecture, implementation, debugging, testing, and release readiness. Use when users ask to create a | 100 | 83 | C | — | ↓ 3 750 ★ 3 | 11 May 2026 | |
| 2019 | B | Semantic literature discovery and synthesis across arXiv/OpenAlex/PubMed (and optional Google Scholar adapters). Use when users ask for domain must-read papers, research trend mapping, paper recommend | 100 | 86 | C | — | ↓ 2 510 ★ 2 | 17 May 2026 | |
| 2020 | B | Install OpenClaw WORKSPACE_GOVERNANCE in minutes. Get guided setup, upgrade checks, migration, and audit for long-running workspaces. | 100 | 84 | C | — | ↓ 2 466 ★ 2 | 17 May 2026 | |
| 2021 | A | Daily self-improving questionnaire that learns about the user and refines agent behavior. Set up as a cron job to ask questions one at a time with multiple choice answers via Telegram inline buttons — | 100 | 88 | C | — | ↓ 2 051 ★ 1 | 11 May 2026 | |
| 2022 | A | Activate when: user is allocating capital or resources across a portfolio and wants to know where to concentrate; user says 'our average customer / deal / employee performs at X' and is making decisio | 100 | 95 | B | — | ↓ 812 ★ 2 | 16 Jul 2026 | |
| 2023 | A | Create a reusable launch system for an English book or digital guide, including positioning, posters, promo videos, Amazon/Kindle conversion copy, people-holding-book ad concepts, polished campaign vi | 100 | 94 | B | — | ↓ 799 | 11 May 2026 | |
| 2024 | A | Plan and implement OIDC and OAuth 2.0 integration for React or TypeScript frontends and Java or Spring Boot backends. Use whenever the user mentions OIDC, OpenID Connect, OAuth login, SSO, PKCE, autho | 100 | 96 | B | — | ↓ 771 | 11 May 2026 | |
| 2025 | A | Multi-engine web search aggregation via local Python script. Use when: (1) searching the web for information, articles, documentation, (2) searching code repos on GitHub/GitLab, (3) finding academic p | 100 | 94 | C | — | ↓ 772 | 11 May 2026 | |
| 2026 | A | Turn a public creator, blogger, podcaster, YouTuber, or X/Twitter personality into a deployable OpenClaw agent. Use when the user provides a YouTube URL, X handle, creator name, podcast host, or asks | 100 | 96 | B | — | ↓ 772 | 11 May 2026 | |
| 2027 | B | Control Homey home automation hub via CLI. Use when you need to control smart home devices (lights, thermostats, sockets, etc.), check device status, list zones, trigger flows, or perform any Homey au | 100 | 82 | C | — | ↓ 3 250 ★ 3 | 11 May 2026 | |
| 2028 | B | Task tracking for async/multi-step work. Use dex to create, track, and complete tasks that span multiple sessions or require coordination (e.g., coding agent dispatches, PR reviews, background jobs). | 100 | 84 | C | — | ↓ 3 479 ★ 1 | 11 May 2026 | |
| 2029 | A | SiliconFlow OCR for screenshots, receipts, forms, and tables with mixed Chinese/English extraction. Use when users ask 提取图片文字/识别截图/OCR表格/票据识别. Supports local path, URL, and base64 image input. Not for | 100 | 91 | D | — | ↓ 1 222 ★ 1 | 11 May 2026 | |
| 2030 | A | Find email addresses for a domain by combining website scraping, search dorking,
pattern guessing, DNS analysis, and SMTP verification. Use when prospecting leads,
finding contact emails for outreach, | 100 | 90 | C | — | ↓ 2 214 | 17 May 2026 | |
| 2031 | A | Scrape a public Letterboxd user's watchlist into a CSV/JSONL list of titles and film URLs without logging in. Use when a user asks to export, scrape, or mirror a Letterboxd watchlist, or to build watc | 100 | 90 | B | — | ↓ 2 153 | 17 May 2026 | |
| 2032 | A | Generate professional PDF documents from structured JSON data. Use when user wants to create, export, or save content as a PDF file. Supports styled titles, tables, lists, highlights, images, and page | 100 | 94 | C | — | ↓ 829 | 11 May 2026 | |
| 2033 | A | Draft a LinkedIn comment on someone else's post from its URL. Use when the user pastes a post URL and asks to comment, engage, or be first commenter. Produces 1-3 variants in the user's voice, picks a | 100 | 95 | B | — | ↓ 865 | 6 Jul 2026 | |
| 2034 | A | Extract readable content from webpages with a stable, low-dependency workflow. Use when the user asks to open, inspect, summarize, translate, verify, or quote a web page, article, blog post, documenta | 100 | 94 | B | — | ↓ 769 | 11 May 2026 | |
| 2035 | A | 使用 nano-banana2 接口生成图片(文生图/图生图)。当用户提到"生成图片""图生图""海报图""封面图",或明确要求比例(如 16:9、9:16)与清晰度(1K/2K/4K)时使用。调用接口 imgEditNB2,参数含 prompt(必填)、urls(可选)、aspectRatio(可选)、imageSize(可选)。需 x-api-key(kexiangai.com)。Do NOT | 100 | 95 | C | — | ↓ 770 | 11 May 2026 | |
| 2036 | A | Use this skill to scrape, crawl, or extract data from websites using Apify or Firecrawl APIs. Trigger whenever the user wants to: scrape a URL, crawl a website, extract structured data from web pages, | 100 | 96 | B | — | ↓ 743 | 11 May 2026 | |
| 2037 | A | Interpret East Asian Four Pillars / Saju charts from already-derived pillars (year, month, day, hour stems/branches). Use when the user asks for 사주, 사주팔자, 명리, 팔자, 십성, 조후, 합충형해파, 신강약, 일간, 용신 discussion | 100 | 94 | B | — | ↓ 770 | 11 May 2026 | |
| 2038 | A | Access iOffice workspace and facility data via MCP. Use when the user asks about iOffice buildings, floors, spaces, reservations, visitors, maintenance requests, moves, or mail. Triggers on phrases li | 100 | 92 | B | — | ↓ 2 082 | 31 d ago | |
| 2039 | A | Comprehensive SEO audit and optimization for any website or URL. Use when asked to audit a site's SEO, analyze on-page optimization, check technical SEO issues, review meta tags/headings/content struc | 100 | 96 | D | — | ↓ 797 | 11 May 2026 | |
| 2040 | B | Analyze cryptocurrency support and resistance levels. Use when users ask about crypto price analysis, support/resistance levels, technical analysis for BTC, ETH, or other cryptocurrencies. Provides cu | 99 | 85 | C | — | ↓ 3 216 ★ 3 | 11 May 2026 | |
| 2041 | A | Find winning Amazon products with 14 battle-tested selection strategies & 6-dimension risk assessment. Backed by 200M+ product database. Use when user asks about: product selection, finding products t | 100 | 91 | C | — | ↓ 871 ★ 2 | 11 May 2026 | |
| 2042 | A | Fortytwo Prime: collective multi-agent inference for high-stakes questions. ALWAYS use when the user says "Ask Fortytwo", "Ask Prime", "ask Fortytwo Prime", or calls ask_fortytwo_prime. When the user | 96 | 97 | B | — | ↓ 870 ★ 2 | 18 May 2026 | |
| 2043 | A | Access Tempo time-tracking data via MCP. Use when the user asks about Tempo worklogs, plans, teams, accounts, or wants to log time, check resource allocations, or manage timesheet approvals. Triggers | 100 | 92 | B | — | ↓ 2 261 | 31 d ago | |
| 2044 | A | Activate when: someone says "I keep reverting to old habits," "our strategy worked five years ago but not now," "I know I should think differently but can't seem to," "how do I stay relevant," or a le | 100 | 96 | C | — | ↓ 806 ★ 2 | 16 Jul 2026 | |
| 2045 | B | Determines when elderly people living alone have no interaction or visitors for extended periods, and actively pushes care reminders to family members, suitable for remote care scenarios for elderly p | 100 | 84 | D | — | ↓ 2 001 ★ 5 | 41 d ago | |
| 2046 | B | Query official Microsoft documentation to understand concepts, find tutorials, and learn how services work. Use for Azure, .NET, Microsoft 365, Windows, Power Platform, and all Microsoft technologies. | 100 | 84 | D | — | ↓ 3 452 ★ 1 | 11 May 2026 | |
| 2047 | B | Use when: 用户要"抓 Amazon 商品/ASIN 详情" / "搜某关键词的商品列表" / "拉某类目/某卖家的在售品" / "Best Sellers / New Releases 榜单" / "批量抓评论做 VOC" / "scrape this ASIN" / "get reviews for B0XXX" / "search Amazon for X" / "category | 98 | 89 | D | — | ↓ 1 798 ★ 4 | 20 Aug 2026 | |
| 2048 | A | Modify code based on GitHub PR review comments and create a local commit using gh + git. Use when the user asks to "follow PR comments", "fix review comments", "update this PR", or provides a PR URL a | 100 | 92 | B | — | ↓ 1 246 | 17 May 2026 | |
| 2049 | A | Search and triage rental listings from Chinese social platforms, especially Xiaohongshu via TikHub and optionally Douyin, for apartment hunting. Use when a user wants to find currently listed rentals, | 100 | 94 | B | — | ↓ 793 | 11 May 2026 | |
| 2050 | A | Use rebuttal letter strategist for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries. | 100 | 94 | A | — | ↓ 765 | 11 May 2026 |