Skill rating
113 427 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 |
|---|---|---|---|---|---|---|---|---|---|
| 12001 | A | Publish, bootstrap, or tidy a GitHub repository so the README and full GitHub About metadata stay in sync. Use when an agent is asked to create a new repo, push an existing local project to GitHub, fi | 100 | 91 | D | — | ↓ 462 | 3 Jun 2026 | |
| 12002 | A | Build automated AI workflows combining multiple models and services. Patterns: batch processing, scheduled tasks, event-driven pipelines, agent loops. Tools: inference.sh CLI, bash scripting, Python S | 94 | 84 | C | — | ↓ 5 667 ★ 1 | 17 May 2026 | |
| 12003 | A | Scan networks to discover devices, gather MAC addresses, vendors, and hostnames. Includes safety checks to prevent accidental scanning of public networks. | 100 | 77 | B | — | ↓ 6 062 | 18 May 2026 | |
| 12004 | A | Use when: 用户要"浏览/搜索 Amazon 类目树" / "批量把 categoryId 解析成完整路径面包屑" / "按销量/搜索量/退货率/竞争度筛类目" / "找低竞争蓝海利基(niche)" / "分析某类目销量趋势" / "browse Amazon category tree" / "find low-competition niches" / "filter categor | 95 | 89 | D | — | ↓ 1 237 ★ 1 | 30 d ago | |
| 12005 | A | Use this skill when the user wants to query, analyze, or explore data in Alibaba Cloud ODPS (MaxCompute / 阿里云大数据计算服务).
This skill executes SQL queries, lists tables, and inspects table schemas by runn | 100 | 86 | C | — | ↓ 1 172 | 25 May 2026 | |
| 12006 | A | When the user wants to plan, design, or optimize pricing strategy and structure. Also use when the user mentions "pricing strategy," "pricing model," "pricing tiers," "freemium," "value-based pricing, | 100 | 88 | B | — | ↓ 681 | 11 May 2026 | |
| 12007 | A | Analyze resource usage patterns and predict future scaling needs using trend analysis and forecasting methods for capacity planning and auto-scaling decisions. | 100 | 87 | C | — | ↓ 681 | 11 May 2026 | |
| 12008 | A | Create an explainer video with narration using Pexo. Describe your product, concept, or process and Pexo writes the script, generates visuals shot by shot, adds TTS voiceover and captions, and assembl | 100 | 91 | C | — | ↓ 461 | 23 Jun 2026 | |
| 12009 | A | Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verificat | 100 | 80 | D | — | ↓ 3 768 | 17 May 2026 | |
| 12010 | A | Business data analysis and operating diagnosis skill. Use when the user needs to translate a business question into an analysis plan, define metric logic, validate data quality, break down changes in | 100 | 84 | C | — | ↓ 1 267 | 12 Jun 2026 | |
| 12011 | A | Browse and discover AI personas and skills on ClawMart. Use when a user wants to explore, search, or evaluate listings on shopclawmart.com. No account required. | 100 | 84 | C | — | ↓ 1 127 | 11 May 2026 | |
| 12012 | A | Write detailed, academically rigorous Chinese discussion chapters or discussion sections for theses, dissertations, and undergraduate papers from a user's findings, research questions, hypotheses, the | 100 | 87 | B | — | ↓ 732 | 11 May 2026 | |
| 12013 | A | Extract 3 to 5 actionable design pillars from a game, feature, loop, or system based on what the design actually rewards and prioritizes. Use when a team can describe mechanics but cannot clearly arti | 100 | 87 | B | — | ↓ 705 | 11 May 2026 | |
| 12014 | A | 用户询问回收、估价、报价、回收价、值多少钱、能卖多少、转转回收时触发,支持全品类商品回收估价,结合图片、文字、型号、规格、成色等信息给出参考回收价 | 100 | 87 | B | — | ↓ 680 | 11 May 2026 | |
| 12015 | A | Public lattice join + verify gate for foreign LYGO-aligned agents. HTTPS verify dual ledgers/hubs, alignment score, dry-run Star Chart proposal, restore card. Zero disk writes by default; no live char | 100 | 92 | D | — | ↓ 388 | 29 Jul 2026 | |
| 12016 | A | Crypto and stock price watchlist tracker. Use when the user asks about their watchlist, wants to add/remove assets to track, check prices, set price alerts, or get a market overview. Supports BTC, ETH | 100 | 79 | C | — | ↓ 1 257 ★ 2 | 11 May 2026 | |
| 12017 | A | Apply a distilled China interbank CNY funding trader workflow, especially from an asset-management/fund pledged-repo trader perspective, for money-market analysis, repo funding/placement decisions, li | 100 | 84 | C | — | ↓ 677 ★ 1 | 28 May 2026 | |
| 12018 | A | PyQt5-based GUI chat window for LLM conversations with streaming responses and stop functionality. Use when working with pywayne.llm.chat_window module to create desktop chat applications with customi | 100 | 84 | C | — | ↓ 1 143 | 11 May 2026 | |
| 12019 | A | Query Belgian weather via KMI/IRM meteo.be API. Use when user wants forecasts, current weather, radar, warnings, or UV index for Belgian locations. Triggered by mentions of Belgian weather, KMI, IRM, | 100 | 87 | C | — | ↓ 731 | 17 May 2026 | |
| 12020 | A | Produce a rigorous, sourced TAM/SAM/SOM market sizing for any product or business. Use this skill whenever a user asks about market size, total addressable market, SAM, SOM, or market opportunity — ac | 100 | 87 | B | — | ↓ 678 | 11 May 2026 | |
| 12021 | A | Analyze and visualize project dependency trees from manifest files. Supports Node.js (package.json), Python (requirements.txt, pyproject.toml), Go (go.mod), Rust (Cargo.toml), Ruby (Gemfile), and PHP | 100 | 87 | D | — | ↓ 703 | 11 May 2026 | |
| 12022 | A | Query TripAdvisor location data (search, nearby, details, photos, reviews) straight from a shell with curl against the Terra REST API (terra.tripadvisor.com), instead of running the tripadvisor-mcp se | 100 | 91 | C | — | ↓ 974 | 4 d ago | |
| 12023 | A | Binding-site and pocket prediction workflows using P2Rank, AF2BIND, and fpocket through SciMiner. | 100 | 80 | B | — | ↓ 1 119 ★ 3 | 22 Jun 2026 | |
| 12024 | A | Diagnosis-first learning coach. Identify WHY a learner doesn't understand (not just explain simpler). Three modes: general diagnosis, paper-reading (with section reread order), alphaXiv recovery (when | 100 | 83 | B | — | ↓ 1 074 ★ 1 | 11 May 2026 | |
| 12025 | A | 金十数据财经信息查询 skill。查询黄金/白银/原油等行情报价、K线、最新财经快讯、资讯新闻、财经日历数据时使用。
触发场景:问"黄金价格"、"XAUUSD报价"、"黄金1小时K线"、"原油快讯"、"财经日历"、"非农什么时候"、"资讯详情"等。
本 skill 包含 Python 代码(jin10/ 模块 + scripts/jin10.py),非纯指令型 skill。 | 100 | 84 | D | — | ↓ 1 184 | 11 May 2026 | |
| 12026 | A | Query, insert, edit, and delete flomo memos through the flomo Web UI using Chrome MCP tools (no official API required). Use when a user wants CRUD operations on live flomo memos in an already logged-i | 100 | 84 | C | — | ↓ 1 122 | 17 May 2026 | |
| 12027 | A | KallyAI Executive Assistant — AI that handles phone calls (outbound + inbound), email, bookings, research, errands, multi-channel messaging, and phone number management on your behalf. Use when users | 100 | 85 | C | — | ↓ 1 164 | 18 May 2026 | |
| 12028 | A | Backup and restore files with compression and encryption. Use when user needs to backup important files, create scheduled backups, sync folders, encrypt sensitive backups, or restore from backup archi | 100 | 87 | C | — | ↓ 701 | 18 May 2026 | |
| 12029 | A | Guided elicitation skill. Activates ONLY when the user explicitly types /interrogate. Asks 4–15 adaptive questions in batches of 2, each with exactly 4 lettered options (A/B/C/D) plus an implicit 5th | 100 | 87 | B | — | ↓ 702 | 11 May 2026 | |
| 12030 | A | Rewrite rough goals, scattered notes, or vague requests into clear, actionable prompts with explicit objective, constraints, output format, and missing assumptions. Use when Codex needs to turn a mess | 100 | 87 | B | — | ↓ 677 | 11 May 2026 | |
| 12031 | A | Cross-platform prediction market data via AIsa API. Query Polymarket and Kalshi markets, prices, orderbooks, candlesticks, positions, and trades. Use when user asks about: prediction market odds, elec | 100 | 88 | C | — | ↓ 701 | 11 May 2026 | |
| 12032 | A | Persistent adaptive memory for AI agents. Store memories that fade naturally over time (temporal decay), deduplicate automatically (0.85 cosine threshold), score novel information higher (surprise sco | 100 | 88 | C | — | ↓ 701 | 11 May 2026 | |
| 12033 | A | Expert change management advisor for enterprise transformations. Assess readiness, diagnose adoption risks, build sponsor plans, and drive stakeholder adoption in cybersecurity, cloud, AI, and complia | 100 | 87 | C | — | ↓ 702 | 11 May 2026 | |
| 12034 | A | Build a searchable local knowledge base from an Obsidian vault's "笔记同步助手" inbox, then answer with citations, topic cards, update logs, and daily digests for OpenClaw. Use when users want to structure | 100 | 87 | C | — | ↓ 701 | 11 May 2026 | |
| 12035 | A | Yunxiao Flow Pipeline Troubleshooting and Solutions. Used to diagnose pipeline execution failures and provide fix recommendations.
Trigger scenarios: Pipeline build errors, pipeline run failures, host | 100 | 91 | D | — | ↓ 642 | 10 Jul 2026 | |
| 12036 | A | Use when Wi-Fi is slow or drops in specific rooms, when placing a router or mesh node in a new home, when deciding if you need a mesh system or just a better router spot, when your 5 GHz doesn't reach | 100 | 96 | C | — | ↓ 233 | 9 d ago | |
| 12037 | A | X (Twitter) API client for searching tweets, retrieving article content, and fetching trending topics. Supports both Bearer Token (app-only) and OAuth 2.0 authentication. | 100 | 77 | C | — | ↓ 2 195 ★ 2 | 17 May 2026 | |
| 12038 | A | Automatically detect and renew expired Claude Code OAuth tokens via heartbeat. 3-tier renewal: refresh token → Chrome browser automation → user alert. | 100 | 86 | C | — | ↓ 1 140 | 18 May 2026 | |
| 12039 | A | Format any content into AI-readable structured formats that maximize citation probability. Converts unstructured text into GEO-optimized layouts using headers, FAQs, tables, and definition blocks. Use | 100 | 86 | C | evals | ↓ 1 160 | 17 May 2026 | |
| 12040 | A | Target users: Chinese high school students (Grade 10-12) studying physics. Goal: Build genuine understanding of physics concepts through the Feynman method — not memorizing formulas, but understanding | 100 | 88 | C | — | ↓ 699 | 11 May 2026 | |
| 12041 | A | You are an MLOps engineer with expertise in machine learning pipeline automation, model deployment, experiment tracking, and production ML. Use when: ml pipeline orchestration and automation, model tr | 100 | 87 | C | — | ↓ 675 | 11 May 2026 | |
| 12042 | A | Control AVM FRITZ!Box routers and Smarthome devices via TR-064 and Web API. Use when the user wants to manage their FRITZ!Box router (WLAN, connected devices, reconnect) or control FRITZ!DECT smarthom | 98 | 90 | B | — | ↓ 700 | 11 May 2026 | |
| 12043 | A | Review past Hong Kong IPO decisions, update actual outcomes, export review datasets, and accept or reject tuning suggestions. Use when the user wants to learn from completed IPO calls and improve late | 100 | 87 | B | — | ↓ 674 | 11 May 2026 | |
| 12044 | A | Monitor Hong Kong IPO deadline and listing windows and return structured discovery results for near-term IPO scanning. Use when the user asks what is currently open, which IPOs are closing soon, or wh | 100 | 87 | B | — | ↓ 675 | 11 May 2026 | |
| 12045 | A | When the user wants to plan paid ads strategy, allocate ad budget, or choose paid channels. Also use when the user mentions "paid ads," "paid media," "PPC," "SEM," "web ads," "app ads," "TV ads," "CTV | 100 | 88 | B | — | ↓ 700 | 11 May 2026 | |
| 12046 | A | Explain how email and Google Calendar work for OpenClaw agents, including the distinction between agent email and owner email, how gog and the Google Workspace skill are used, where related credential | 100 | 87 | C | — | ↓ 700 | 11 May 2026 | |
| 12047 | A | Use when the user wants a fast, low-friction onboarding guide for an unfamiliar GitHub repository. Trigger when a GitHub repo URL is provided, or when the user asks how to quickly understand a repo's | 100 | 87 | B | — | ↓ 652 | 11 May 2026 | |
| 12048 | A | Convert AutoCAD DWG files (1983-2026) to Excel databases using DwgExporter CLI. Extract layers, blocks, attributes, and geometry data without Autodesk licenses. | 100 | 75 | C | — | ↓ 3 003 ★ 3 | 11 May 2026 | |
| 12049 | A | Amazon Product Research & Seller AnalyticsIntegrationData and analyticsInfrastructureClawHubAgent Skills Amazon product research and seller analytics for FBA and FBM businesses. Find winning products with 14 selection strategies, track competitors, monitor BSR trends, analyze reviews, estimate monthly sa | 100 | 83 | D | — | ↓ 1 114 ★ 1 | 11 May 2026 | |
| 12050 | A | Guards high-risk OpenClaw operations with preflight backups, post-change health checks, and rollback guidance. Use when running gateway restart/start/stop, config set/unset, plugin install/update/unin | 99 | 83 | B | — | ↓ 1 069 ★ 1 | 11 May 2026 |