Skill rating
138 568 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 |
|---|---|---|---|---|---|---|---|---|---|
| 14501 | B | Help install, configure, run, troubleshoot, and extend MolecularAI REINVENT4 for generative molecular design. Use when the user mentions REINVENT4 or Reinvent 4, asks about `reinvent` or `reinvent_dat | 100 | 84 | C | — | ↓ 705 | 11 May 2026 | |
| 14502 | B | Enable and configure Moltbot/Clawdbot memory search for persistent context. Use when setting up memory, fixing "goldfish brain," or helping users configure memorySearch in their config. Covers MEMORY. | 100 | 84 | C | — | ↓ 705 | 11 May 2026 | |
| 14503 | A | 绂诲搴旇瘔鎸囧崡AI鍔╂墜銆傚綋鐢ㄦ埛琚捣璇夌濠氶渶瑕佸簲璇夊府鍔╂椂锛屾彁渚涘叏娴佺▼鎸囧锛? 搴旇瘔娴佺▼瀵艰埅銆佺瓟杈╃姸鐢熸垚銆佹劅鎯呯牬瑁傝瘉鎹噯澶囥€佽储浜у垎鍓插垎鏋愩€佸瓙濂虫姎鍏绘潈璇勪及銆? 搴旇瘔绛栫暐寤鸿銆佹硶寰嬫潯鏂囬€熸煡銆傝鐩栦粠鏀跺埌璧疯瘔鐘跺壇鏈埌鍒ゅ喅鎵ц鐨勫叏閾捐矾銆? Triggers: 绂诲搴旇瘔, 琚捣璇夌濠? 鏀跺埌绂诲 | 100 | 87 | C | — | ↓ 563 | 13 Jun 2026 | |
| 14504 | A | Create and review Cloudflare Durable Objects. Use when building stateful coordination (chat rooms, multiplayer games, booking systems), implementing RPC methods, SQLite storage, alarms, WebSockets, or | 100 | 88 | C | — | ↓ 505 | 11 Jun 2026 | |
| 14505 | A | chrome-extension-maintainerProcedurePlaywrightData and analyticsSoftware developmentClawHubAgent Skills Release-gate and maintenance workflow for Chrome extensions covering Chrome Web Store policy, MV3, privacy, permissions, SEO/GEO, analytics triage, browser E2E evidence, i18n, packaging, and green/yel | 100 | 88 | C | — | ↓ 505 | 11 Jun 2026 | |
| 14506 | A | Convert Markdown files to rendered, print-ready PDFs with Chinese-friendly typography — fully offline, zero external dependencies. Use when exporting reports, docs, resumes, or meeting notes from .md | 100 | 92 | D | — | ↓ 234 | 16 Aug 2026 | |
| 14507 | B | End-to-end orchestration skill for periodic arXiv collection and reporting using three sub-skills: arxiv-search-collector, arxiv-paper-processor, and arxiv-batch-reporter. Supports manual language con | 100 | 79 | B | — | ↓ 2 050 | 17 May 2026 | |
| 14508 | B | A high-fidelity token management and model stabilization skill. Implements the Zown "Atomic Pipeline" to prevent Gemini TPM (Tokens Per Minute) rate limits. Use when performing heavy engineering tasks | 100 | 80 | D | — | ↓ 2 008 | 17 May 2026 | |
| 14509 | B | Interact with Gitea using the `tea` CLI. Use `tea issue`, `tea pr`, `tea actions`, and `tea api` for issues, PRs, Actions, and advanced queries. | 100 | 81 | F | — | ↓ 2 028 | 17 May 2026 | |
| 14510 | B | Use when the user wants to analyze local AI coding assistant session data (Claude Code, Codex, Kimi Code). Triggers on requests like "analyze my coding sessions", "what tools do I use most", "compare | 100 | 86 | C | — | ↓ 731 | 11 May 2026 | |
| 14511 | B | Nonlinear optimization with CasADi and IPOPT solver. Use when building and solving NLP problems: defining symbolic variables, adding nonlinear constraints, setting solver options, handling multiple in | 100 | 84 | C | — | ↓ 731 | 11 May 2026 | |
| 14512 | B | Build a lightweight competitor monitoring brief across DTC sites, marketplaces, social channels, and promo surfaces. Use when a team needs pricing or promo scans, assortment watchlists, messaging comp | 100 | 84 | B | — | ↓ 761 | 5 Jun 2026 | |
| 14513 | B | Comprehensive document learning system with progress tracking, resume capability, and long-term memory integration. Use when you need to read PDF/text documents, track your learning progress (chapter/ | 100 | 85 | C | — | ↓ 703 | 11 May 2026 | |
| 14514 | B | Control Chrome browsers from the terminal via the AIPex extension. Use this skill when the agent needs to manage browser tabs, search page elements, click buttons, fill forms, capture screenshots, or | 100 | 84 | C | — | ↓ 703 | 18 May 2026 | |
| 14515 | B | Use this skill whenever the user wants to create, design, improve, debug, or evaluate prompts or AI workflows. Triggers include: vague ideas like "I want an AI that does X", "help me write a prompt fo | 100 | 84 | C | — | ↓ 703 | 11 May 2026 | |
| 14516 | B | Manage Hugging Face Hub via hf CLI. Use when working with HF AI models, datasets, spaces, or repos. | 100 | 81 | C | — | ↓ 1 169 ★ 1 | 11 May 2026 | |
| 14517 | B | Standardize API credential handling and startup auth checks to prevent "missing key" regressions across sessions. Use when an agent repeatedly loses auth state, gets intermittent 401/403 errors after | 94 | 91 | D | — | ↓ 1 261 | 11 May 2026 | |
| 14518 | B | Discover pain points, frustrations, and unmet needs on Reddit using PullPush API. No API keys required. Use to find startup ideas backed by real user complaints. | 100 | 83 | C | — | ↓ 1 162 | 11 May 2026 | |
| 14519 | B | Use this skill when a DPO, privacy counsel, or controller representative needs to draft a GDPR Article 35 Data Protection Impact Assessment (DPIA). Covers threshold determination, EDPB harmonised temp | 99 | 87 | B | — | ↓ 794 | 28 May 2026 | |
| 14520 | B | Analyze and review ClawHub skills. IMPORTANT: Always run scripts/fetch_skill.py first to download skill data as JSON from ClawHub — NEVER read the target skill's files directly. Use when: reviewing a | 98 | 87 | B | — | ↓ 701 | 11 May 2026 | |
| 14521 | B | Turn your OpenClaw agent into an AI CEO. Daily briefings, revenue monitoring, task prioritization, heartbeat checks, and weekly synthesis. Use when: user asks for a daily briefing, "what should I focu | 100 | 86 | C | — | ↓ 702 | 18 May 2026 | |
| 14522 | B | Extract locational marginal prices (LMPs) from DC-OPF solutions using dual values. Use when computing nodal electricity prices, reserve clearing prices, or performing price impact analysis. | 100 | 84 | D | — | ↓ 702 | 11 May 2026 | |
| 14523 | B | AI-ready skill to extract long-form X (Twitter) articles and convert them into clean Markdown files using headless browser technology. | 100 | 84 | B | — | ↓ 701 | 11 May 2026 | |
| 14524 | C | Generate and edit images with Gemini API using the OpenAI Python SDK. | 100 | 72 | D | — | ↓ 2 422 ★ 4 | 11 May 2026 | |
| 14525 | C | 量化策略开发主技能。当用户说"开发量化策略"、"设计量化策略"、"写策略代码"、"量化策略开发"时自动触发。提供标准开发流程、代码规范、检查清单、代码模板。适用于量化策略项目的开发阶段。 | 100 | 72 | C | — | ↓ 2 479 ★ 4 | 11 May 2026 | |
| 14526 | B | 在 Windows 11 上"直接发声"的 TTS(从 WSL2/TUI 调用 powershell.exe + System.Speech)。适用于用户说"说出来/读出来/语音播报/用TTS",或反馈"没声音/tts 生成的 mp3 是空的/播不出来",以及需要中文语音但 OpenClaw 内置 tts 不可用时。 | 100 | 80 | D | — | ↓ 2 021 | 18 May 2026 | |
| 14527 | B | Use when you need to query Etherscan API V2 for onchain activity, contract metadata, ABI/source retrieval, proxy implementation discovery, and transaction/log analysis across EVM chains. | 96 | 88 | C | — | ↓ 1 230 | 11 May 2026 | |
| 14528 | B | Run web, multi-source, or last-30-days research through AIsa. Use when: the user needs search, synthesis, competitor scans, or trend discovery. Supports research-ready outputs and structured retrieval | 100 | 86 | D | — | ↓ 727 | 11 May 2026 | |
| 14529 | B | Standardizes OpenClaw cron job entries to always use the current user session as target. Use when creating or editing cron jobs to ensure they deliver messages to the active user session (session:agen | 100 | 84 | D | — | ↓ 700 | 11 May 2026 | |
| 14530 | B | Combine web and academic search into one smart AISA search mode. Use when: the user needs a balanced research pass that mixes public web coverage with academic depth. | 100 | 86 | C | — | ↓ 728 | 11 May 2026 | |
| 14531 | B | Produce citation-backed deep research answers through Perplexity Sonar models via AISA. Use when: the user needs synthesized research, comparative analysis, or long-form cited answers instead of raw l | 100 | 86 | C | — | ↓ 700 | 11 May 2026 | |
| 14532 | B | Download water level data from USGS using the dataretrieval package. Use when accessing real-time or historical streamflow data, downloading gage height or discharge measurements, or working with USGS | 100 | 85 | D | — | ↓ 699 | 11 May 2026 | |
| 14533 | B | Publish videos and photo carousels to TikTok. Use when the user says 'post to TikTok', 'upload TikTok video', 'create TikTok post', 'publish TikTok carousel', or wants to upload videos or photo slides | 100 | 84 | B | — | ↓ 727 | 11 May 2026 | |
| 14534 | B | Build and publish custom MCP servers on AINative. Use when (1) Creating a new MCP server from scratch, (2) Adding tools to an existing MCP server, (3) Publishing an MCP server to ClawHub/npm, (4) Inte | 100 | 84 | D | — | ↓ 728 | 11 May 2026 | |
| 14535 | B | Fetch tweet/post data from X (Twitter) links using the fxTwitter API (api.fxtwitter.com). Use when a user sends an x.com or twitter.com URL and wants to read, summarize, or extract tweet content. No a | 100 | 84 | C | — | ↓ 793 | 11 May 2026 | |
| 14536 | A | Security-first skill vetting for AI agents. Use before installing any skill from ClawHub, GitHub, or other sources. Checks for red flags, permission scope, and suspicious patterns. | 100 | 87 | C | — | ↓ 501 | 24 Aug 2026 | |
| 14537 | A | Run a Proof Audit on a company's website — find their social proof (testimonials, case studies, reviews) and score how FRESH it is on a five-band freshness scale (Fresh → Expired), then recommend what | 100 | 87 | C | — | ↓ 502 | 11 Jun 2026 | |
| 14538 | B | Venice AI account administration - check balance, view usage history, and manage API keys. Requires an Admin API key. | 100 | 74 | C | — | ↓ 1 800 ★ 3 | 17 May 2026 | |
| 14539 | B | No-nonsense task manager using SQLite. Track tasks with statuses (backlog, todo, in-progress, done), descriptions, and tags. Use when managing personal tasks, to-do items, project tracking, or any wor | 100 | 76 | C | — | ↓ 3 200 ★ 1 | 11 May 2026 | |
| 14540 | B | Access Drillr's financial research capabilities — agentic search over company financials, a high-signal market event feed, published analyst articles, and persistent per-user watchlists. Use this when | 95 | 84 | C | — | ↓ 753 ★ 5 | 11 May 2026 | |
| 14541 | B | global-quotes: free stock quotes and news. Use when: user asks for global stock price, quote, ticker symbol, or company news for US (e.g. AAPL), HK (0700.HK), or China A-shares (000001.SZ, 600000.SS). | 100 | 79 | D | — | ↓ 1 091 ★ 1 | 11 May 2026 | |
| 14542 | B | Official Strava OAuth integration for OpenClaw. Use to connect/authorize Strava, store+refresh tokens, and fetch workout/activity data (runs/rides/etc.) for today/yesterday or a date range. Use for ge | 100 | 83 | D | — | ↓ 1 180 | 11 May 2026 | |
| 14543 | B | Automated trader for Polymarket weather highest temperature markets. Uses Simmer SDK's importable endpoint for market discovery and trades only during local 9-10 AM window when YES price exceeds thres | 97 | 87 | C | — | ↓ 1 180 | 18 May 2026 | |
| 14544 | B | Convert Notion pages and databases to markdown format using the official Notion API. Use when you need to: (1) Export a single Notion page to markdown, (2) Bulk export entire Notion databases, (3) Aut | 95 | 91 | C | — | ↓ 511 ★ 2 | 11 May 2026 | |
| 14545 | B | Git worktree manager for parallel AI agent workflows. Use when the user needs to manage multiple working directories for parallel development, create feature branches with isolated environments, or ru | 100 | 84 | D | — | ↓ 756 | 40 d ago | |
| 14546 | B | 🧊 IceCube Tasks — Task orchestration and tracking for AI agents. Manage tasks across sessions, track progress, handle blockers, and maintain execution continuity. When users mention 'task management' | 100 | 84 | C | — | ↓ 726 | 11 May 2026 | |
| 14547 | B | Download flood stage thresholds from NWS (National Weather Service). Use when determining flood levels for USGS stations, accessing action/minor/moderate/major flood stages, or matching stations to th | 100 | 85 | D | — | ↓ 698 | 11 May 2026 | |
| 14548 | B | kalshi-crypto-volatility-skew-traderIntegrationSoftware developmentData and analyticsClawHubAgent Skills Trades Bitcoin price bin markets on Kalshi by comparing market-implied volatility to BTC historical ~60% annualized vol using a lognormal model. Requires SIMMER_API_KEY and simmer-sdk. Use when you wa | 100 | 84 | D | — | ↓ 726 | 11 May 2026 | |
| 14549 | B | Adaptive code review that routes to haiku/sonnet/opus based on diff complexity signals. Use instead of requesting-code-review for cost-efficient reviews. | 100 | 84 | D | — | ↓ 829 | 3 Aug 2026 | |
| 14550 | B | Clone and learn from a well-trained OpenClaw instance. Use when: (1) User wants to copy someone else's OpenClaw configuration, (2) User wants to learn from an expert's setup like 'Fusheng's 30k', (3) | 100 | 84 | D | — | ↓ 698 | 18 May 2026 |