Skill rating
114 208 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 |
|---|---|---|---|---|---|---|---|---|---|
| 6701 | A | Connect 8,000+ apps via Zapier MCP. Includes full UI integration for Clawdbot Gateway dashboard. Use when setting up Zapier integration, connecting apps, or using Zapier tools via mcporter. | 100 | 83 | B | — | ↓ 2 365 ★ 1 | 17 May 2026 | |
| 6702 | A | Plan reproducible ML experiment runs with explicit parameters, metrics, and artifacts. Use before model training to standardize tracking-ready experiment definitions. | 100 | 87 | C | — | ↓ 1 414 | 17 May 2026 | |
| 6703 | A | Assistance with writing literature reviews by searching for academic sources via Semantic Scholar, OpenAlex, Crossref and PubMed APIs. Use when the user needs to find papers on a topic, get details fo | 100 | 90 | B | — | ↓ 878 | 11 May 2026 | |
| 6704 | A | Engineering project memory ledger with evidence + rollback (Invariants, Decision Log, Change Log). Use to extend conversations over time, reduce hallucinations, avoid memory pollution, and keep system | 100 | 91 | C | — | ↓ 853 | 11 May 2026 | |
| 6705 | A | Create a fully local speaker-separated .txt transcript from a meeting recording, meeting screen recording, speech audio, or local video/audio file. Use this whenever the user wants to transcribe a loc | 100 | 91 | A | evals | ↓ 808 | 11 May 2026 | |
| 6706 | A | Designs and implements tiered quantity-break discounts ("buy more, save more") for DTC skincare and beauty stores selling serums, moisturizers, cleansers, and similar replenishment-friendly products. | 100 | 93 | C | evals | ↓ 829 | 11 May 2026 | |
| 6707 | A | Crawl X (Twitter) search results through a local CLI that wraps `abs` (agent-browser). Use when the user asks to scrape X posts by keyword, collect Top/Latest news, extract structured fields (author/t | 100 | 88 | B | — | ↓ 1 411 | 18 May 2026 | |
| 6708 | A | Comprehensive security audit with 100 iterations (~30-60 min). Use when user says 'security audit', 'ralph security', 'weekly security check', 'audit this project', 'new project security review', or ' | 100 | 88 | C | — | ↓ 1 431 | 11 May 2026 | |
| 6709 | A | Send daily 08:00 weather reports for Tübingen using open-meteo.com. Use when Master wants an automated summary (current conditions + today’s high/low + rain chance) stored locally and forwarded via Te | 100 | 87 | D | — | ↓ 1 433 | 11 May 2026 | |
| 6710 | A | Before the user starts coding a new project idea, search GitHub for an existing repo to fork as a starting point. Skip for debugging, learning, or a specific algorithm/function. | 100 | 90 | C | — | ↓ 1 087 | 10 Jul 2026 | |
| 6711 | A | 基于中国《易经》(东方神秘玄学)的起卦解卦技能。当用户希望起卦、解卦、占卜、解读易经卦象,或希望根据自然语言问题调用 `qi_gua.py` 得到本卦与变卦,再结合联网检索给出针对问题的解卦时使用。适用于:解析用户提问、运行本地 `qi_gua.py`、提取卦象、卦名、卦辞、爻位、变爻,并检索卦义与爻辞后生成结构化中文解读。 / An I Ching (Book of Changes) divin | 100 | 91 | C | — | ↓ 852 | 11 May 2026 | |
| 6712 | A | Use this skill when the user wants to export local WeRead records, normalize WeRead data, analyze reading preferences from WeRead history, or get book recommendations grounded in WeRead reading behavi | 100 | 91 | B | — | ↓ 806 | 11 May 2026 | |
| 6713 | A | Calculate lawsuit filing fees and litigation costs for civil cases in China. Use when the user asks about 诉讼费、诉讼费计算、起诉要多少钱、打官司费用、案件受理费、财产案件诉讼费、非财产案件诉讼费, or wants to estimate court fees and litigation | 100 | 91 | B | — | ↓ 877 | 5 Jun 2026 | |
| 6714 | A | Evaluate startup ideas, business models, and product strategies against the 7 deadly failure antipatterns extracted from 1,749 dead startups that burned $535B+. Use when the user is evaluating a start | 100 | 89 | B | — | ↓ 828 | 11 May 2026 | |
| 6715 | A | Fetch pollen forecasts for Swedish locations from Pollenrapporten (Swedish Museum of Natural History). Use when Boss asks about pollen levels, pollen forecast, or allergy conditions in Sweden. Covers | 100 | 90 | D | — | ↓ 828 | 11 May 2026 | |
| 6716 | A | Run LLM Signal GEO analyst workflows from OpenClaw. Use when you need to fetch deterministic GEO action plans, check site health status, and execute/review hosted or self-hosted agent workflows with a | 100 | 89 | C | — | ↓ 828 | 11 May 2026 | |
| 6717 | A | Search Viator tours, activities and experiences via MCP. Use when the user asks to find tours, activities, excursions, day trips, tickets, or "things to do" in a city or destination, get details/prici | 100 | 92 | B | — | ↓ 1 089 | 5 d ago | |
| 6718 | A | Token analysis and accumulation detection for Base, Ethereum, and other EVM chains. Use when searching for trending tokens, identifying accumulation patterns (buy:sell ratios), analyzing specific toke | 100 | 92 | C | — | ↓ 499 | 17 May 2026 | |
| 6719 | A | 当用户要连接、配置、验证、排障或控制小度智能屏 MCP 与小度 IoT MCP 时使用,包括识别小度授权页文本、写入 mcporter 配置、列设备、文本播报、语音指令、拍照、资源推送,以及灯光/空调/风扇/窗帘/电视机顶盒/投影/扫地机/门锁等 IoT 控制与场景触发。 | 100 | 79 | D | — | ↓ 1 779 ★ 4 | 18 May 2026 | |
| 6720 | A | Describe images, detect objects, extract text, and analyze webpages. Pass any image URL directly in your task. Responds in your language. | 100 | 86 | C | — | ↓ 2 458 | 11 May 2026 | |
| 6721 | A | Claw Talk AI voice and conversation assistant. Use when the user wants to prepare talking points, practice conversations, improve public speaking, script presentations, or get real-time conversation c | 100 | 89 | C | — | ↓ 850 | 11 May 2026 | |
| 6722 | A | Generate, refine, explain, and cross-convert CP2K-centered input drafts for computational chemistry and materials workflows. Use when a user wants a CP2K .inp file, asks to turn a natural-language req | 100 | 90 | C | — | ↓ 850 | 11 May 2026 | |
| 6723 | A | Apple Search Ads (ASA) specialist skill for iOS app paid user acquisition. Use this skill whenever the user mentions Apple Search Ads, ASA campaigns, app install campaigns, keyword bidding for apps, C | 100 | 89 | C | evals | ↓ 826 | 11 May 2026 | |
| 6724 | A | Lobster workflow runtime for deterministic pipelines with approval gates. Use when: (1) Running multi-step automations that need human approval before side effects, (2) Monitoring PRs/issues for chang | 100 | 77 | F | — | ↓ 4 833 ★ 2 | 17 May 2026 | |
| 6725 | A | Recruit and orient a new AI agent into Guild KC (Crabla) on the Structs blockchain. Covers why KC, guild signup, substation connection, first mining cycle (mine → refine → infuse), strategic mindset, | 100 | 84 | C | — | ↓ 1 325 ★ 1 | 14 May 2026 | |
| 6726 | A | Control Microsoft Edge browser to fetch web pages and extract content. Use when the user wants to access a specific URL using Edge browser instead of Chrome, or when regular web fetching tools fail du | 100 | 87 | C | — | ↓ 1 426 | 17 May 2026 | |
| 6727 | A | Michael Polanyi 的思维框架。用 Polanyi 视角分析隐性知识、技能习得、经验传承、师徒制、
知识管理、学习方法、AI/工具替代边界、科学共同体与后批判哲学问题。
Use when the user asks "用 Polanyi 的视角", "Polanyi 会怎么看", "tacit knowledge",
"为什么说不清楚", "怎么传承经验", "SOP 为什么执行不到位 | 100 | 90 | C | — | ↓ 929 | 12 Jun 2026 | |
| 6728 | A | Research any topic from the last 30 days on Reddit + X + Web, synthesize findings, and write copy-paste-ready prompts. Use when the user wants recent social/web research on a topic, asks "what are peo | 100 | 90 | C | — | ↓ 824 | 11 May 2026 | |
| 6729 | A | Access reMarkable tablet documents, notebooks, PDFs, and EPUBs. Use when the user wants to read, search, browse, or extract text from their reMarkable tablet. Supports handwriting OCR, typed text, ann | 100 | 89 | C | — | ↓ 802 | 11 May 2026 | |
| 6730 | A | Security scanner for OpenClaw skills. Detects malicious patterns, suspicious URLs, and install traps before you install a skill. Use before installing ANY skill from ClawHub or external sources. | 96 | 83 | F | — | ↓ 2 524 ★ 5 | 11 May 2026 | |
| 6731 | A | 将视频内容(课程/讲座/教程/纪录片/会议/演讲等)自动转为高质量结构化学习笔记。核心价值:看视频容易忘、看一遍记不住 → 转成笔记随时回看。支持本地视频文件、YouTube/B站等网络链接。流程:提取音轨 → Whisper 语音转文字 → AI 生成结构化笔记。适用场景:任何想从视频中高效学习的人——自学程序员、学生、职场进修者、知识爱好者。触发条件:用户提供视频路径/链接,或说"把这个视频整 | 100 | 82 | D | — | ↓ 969 ★ 5 | 3 Jul 2026 | |
| 6732 | A | Read Redmine issues from any Redmine server via REST API with configurable URL and credentials. Use when you need to fetch a single issue, list/filter issues, or inspect issue fields for change planni | 100 | 87 | C | — | ↓ 1 424 | 11 May 2026 | |
| 6733 | A | Send and receive messages between AI agents via the Comms Hub bridge network. Use when communicating with other agents (Aristotle, Daedalus, Thales, Steel Man, Researcher, Empiricus, Plato), checking | 100 | 87 | D | — | ↓ 1 402 | 18 May 2026 | |
| 6734 | A | Activate when: user says 'they didn't get it,' 'I don't know how to bring this up,' 'the message wasn't clear,' 'how do I give feedback without sounding critical,' needs to structure a funding pitch o | 100 | 91 | C | — | ↓ 657 ★ 3 | 16 Jul 2026 | |
| 6735 | A | Write clear, structured GitHub pull request descriptions using a standardized template. Use when creating a PR, updating a PR description, or when asked to document what a branch changes. Automaticall | 100 | 89 | C | — | ↓ 846 | 11 May 2026 | |
| 6736 | A | Audit JavaScript and TypeScript repository dependencies for security, supply-chain, maintenance, version, lockfile, and cleanup risks. Use for npm, pnpm, Yarn, or Bun package reviews; do not use for a | 99 | 91 | D | — | ↓ 870 | 28 h ago | |
| 6737 | A | Detect config drift between required local env keys and a Render service before deploy; fails when required keys are missing remotely. | 100 | 90 | B | — | ↓ 822 | 11 May 2026 | |
| 6738 | A | Give your AI agent access to your health and fitness data from RUNSTR. Fetches workouts, habits, journal entries, mood, steps, and more from Nostr. Use when the user asks about their workouts, fitness | 100 | 84 | B | — | ↓ 2 405 | 18 May 2026 | |
| 6739 | A | 实时汇率换算专家。支持150+货币实时汇率、批量换算、多货币对比、历史汇率查询。零API Key,免费数据源。When user asks about currency exchange, conversion rates, USD to CNY, forex, or money conversion. | 100 | 87 | C | — | ↓ 822 ★ 1 | 11 May 2026 | |
| 6740 | A | Map spatial transcriptomics data from 10x Genomics Visium/Xenium onto. | 100 | 87 | A | — | ↓ 795 ★ 1 | 11 May 2026 | |
| 6741 | A | Generate and send a 5-day Tübingen weather graphic (PNG) from open-meteo.com. Use when Master wants a nicer visual forecast plus summary text for the next few days. | 100 | 87 | D | — | ↓ 1 419 | 11 May 2026 | |
| 6742 | A | Pure CLI racing lap data analysis tool. Supports NMEA/VBO import, auto lap splitting, lap comparison, outputs structured comparison results for AI coaching. Use when you need to analyze racing lap dat | 100 | 88 | D | — | ↓ 795 ★ 1 | 11 May 2026 | |
| 6743 | A | Automated local business lead generation and cold outreach pipeline. Scans businesses by niche and city, scores their websites (SSL, mobile, speed, design), identifies bad/outdated sites, enriches wit | 100 | 91 | C | — | ↓ 820 | 11 May 2026 | |
| 6744 | A | Reads Chrome bookmarks and extracts URLs by a user-provided folder name, then generates batch webpage summaries. Use when the user mentions Chrome bookmarks/favorites, bookmark folders, link summariza | 100 | 90 | B | — | ↓ 821 | 11 May 2026 | |
| 6745 | A | Provision a dedicated inbox for your AI agent and manage email safely via thrd.email. Includes instant onboarding, inbound polling, reply/send (idempotent + policy-gated), Proof of Reasoning for cold | 100 | 79 | C | — | ↓ 1 741 ★ 4 | 11 May 2026 | |
| 6746 | A | Send XCH to Twitter users via Go4Me address lookup. Use when sending Chia (XCH) to someone by their Twitter handle, looking up a Twitter user's XCH address, or tipping someone on Go4Me. Triggers on "s | 95 | 90 | C | — | ↓ 2 216 ★ 1 | 11 May 2026 | |
| 6747 | A | Create, schedule, list, edit, and delete drafts on Typefully. Supports single tweets, threads, and multi-platform posts (X, LinkedIn, Threads, Bluesky, Mastodon). Use when user wants to draft, schedul | 100 | 85 | C | — | ↓ 921 ★ 2 | 11 May 2026 | |
| 6748 | A | Write compelling UX copy, marketing content, and product messaging. Use when writing button labels, error messages, landing pages, emails, CTAs, empty states, tooltips, or any user-facing text. | 100 | 89 | C | — | ↓ 866 | 11 May 2026 | |
| 6749 | A | Batch-download formal A-share annual and semiannual report PDFs from CNInfo (巨潮资讯) using a stock-code CSV. Supports dry-run preview, resume on failure, force-redownload, and configurable year/filter/t | 100 | 91 | B | — | ↓ 867 | 11 May 2026 | |
| 6750 | A | Retrieve astronomy and astrophysics papers from the user's arXiv mirror API. Use when Codex needs to list papers from a given arXiv day, find papers related to an astronomy topic over a recent period, | 100 | 84 | C | — | ↓ 919 ★ 2 | 11 May 2026 |