Skill rating
19 101 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 |
|---|---|---|---|---|---|---|---|---|---|
| 4301 | A | Assess ISO/IEC 42001:2023 AI Management System (AIMS) readiness and generate compliance gap analysis with remediation roadmap. Use when evaluating AI governance maturity, AI risk management compliance | 100 | 83 | B | — | ↓ 1 149 | 17 May 2026 | |
| 4302 | A | Save and track per-stock investment strategies with entry/exit conditions. Triggers on "保存策略", "跟踪策略", "检查股票策略", "核对建仓条件", "scheme", "stock strategy". Two modes: save (extract strategy from analysis → | 100 | 86 | B | — | ↓ 669 | 11 May 2026 | |
| 4303 | A | Write and evaluate effective Python tests using pytest. Use when writing tests, reviewing test code, debugging test failures, or improving test coverage. Covers test design, fixtures, parameterization | 100 | 84 | D | — | ↓ 668 | 11 May 2026 | |
| 4304 | A | Collect all customer reviews from an Amazon product URL or product-reviews URL through a logged-in Chrome session on port 9222, export a 14-column factual workbook, optionally fill translations throug | 100 | 85 | B | — | ↓ 694 | 18 May 2026 | |
| 4305 | A | Zero Trust security audit for AI agent workspaces, skills, and configurations. Based on Microsoft's Zero Trust for AI (ZT4AI) framework and the "Caging the Agents" research (arXiv:2603.17419). Audits | 98 | 87 | C | — | ↓ 668 | 11 May 2026 | |
| 4306 | A | Pre-installation security assessment for ClawHub skills. Run before any skill install. | 99 | 83 | D | — | ↓ 638 ★ 1 | 11 May 2026 | |
| 4307 | A | Bidirectional mathematical engine for Borges' Library of Babel. Finds the permanent hexagon address of any text, reads any page at any coordinate, and scores pages by Shannon entropy. No database, no | 100 | 84 | C | — | ↓ 749 | 23 d ago | |
| 4308 | A | AI agent trust scoring and reputation data from the ACP marketplace. Returns reliability grades (A-F), success rates, job counts, buyer diversity, and service offerings for 239+ tracked agents. Use wh | 100 | 84 | C | — | ↓ 691 | 11 May 2026 | |
| 4309 | A | Researches software/SaaS products, business reputation, and crowdfunding campaigns via the Crawlora API — Product Hunt launches/makers/alternatives, Trustpilot business reviews, TrustMRR revenue-verif | 98 | 91 | C | — | ↓ 752 | 3 d ago | |
| 4310 | A | Submit research questions for AI-powered analysis via Clarity Protocol. Use when the user asks to analyze a protein variant, ask a research question, get AI analysis of a mutation, or query Clarity's | 100 | 82 | C | — | ↓ 1 167 | 11 May 2026 | |
| 4311 | A | Audit an OpenClaw agent workspace and generate standardized evaluation reports, scores, and patches. Use when asked to review memory quality, retrieval efficiency, productive output, reliability, or a | 100 | 82 | C | — | ↓ 1 123 | 11 May 2026 | |
| 4312 | A | Use when an agent needs to run GEO/SEO audits through x402geo.com with payment gating, status tracking, and report delivery via MCP or ACP. | 100 | 84 | C | — | ↓ 666 | 11 May 2026 | |
| 4313 | A | PA network health dashboard. Use when: checking if all PAs in the network are active, checking billing status, verifying calendar connections, or generating a network status report. Reads from data/pa | 100 | 84 | C | — | ↓ 690 | 11 May 2026 | |
| 4314 | A | Use this skill when the user wants to find unexplored tool, app, or project ideas that nobody has built yet. Triggers: 'nobodybuilt', 'find me an idea', 'what should I build', 'viral tool idea', 'unex | 100 | 84 | C | — | ↓ 666 | 11 May 2026 | |
| 4315 | A | Analyze and validate SKILL.md files for best practices, common issues, and improvement suggestions. Use when reviewing a Skill, creating a new Skill, or when asked to check/audit/improve a SKILL.md fi | 100 | 85 | B | — | ↓ 690 | 11 May 2026 | |
| 4316 | A | Deep-research skill for Chinese outputs using 横纵分析 / Horizontal-Vertical Analysis. Use when Codex needs to systematically study a product, company, concept, technology, market, or person: rebuild the | 100 | 84 | C | — | ↓ 664 | 11 May 2026 | |
| 4317 | A | Provides base64 encoding, decoding, and validation utilities for data handling and transformation. Use when you need to encode or decode base64 data, validate base64 strings, or convert between format | 100 | 84 | D | — | ↓ 689 | 11 May 2026 | |
| 4318 | A | Use when writing, generating, modifying, debugging, reviewing, or refactoring code. Treat code work as rebuilding and preserving the program theory: how real-world affairs map into program behavior, w | 100 | 88 | C | — | ↓ 493 | 11 Jun 2026 | |
| 4319 | A | Review all skills for staleness, missing gotchas, and improvement opportunities.
Run periodically or after a series of tasks to keep procedural memory accurate.
Trigger words: "review skills", "skill | 95 | 89 | C | — | ↓ 634 ★ 1 | 11 May 2026 | |
| 4320 | A | Audit whether the Task Execution Signal Protocol is still being followed, with low-token, exception-first checks for version drift, queue hygiene, numeric stage format, and core execution anchors. Use | 100 | 84 | C | — | ↓ 687 | 11 May 2026 | |
| 4321 | A | Analyze data with `phylogenetic-tree-styler` using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation. | 100 | 86 | A | — | ↓ 687 | 11 May 2026 | |
| 4322 | A | 收集用户身体指标、生活习惯、既往病史和目标,生成可执行的长寿行动计划与分阶段复盘机制,并提供风险评分、自动周报/月报、保健品安全检查和每日饮食营养均衡分析(含热量缺口)。Use when users ask for longevity plans, healthy routine optimization, behavior-change schedules, supplement safety | 100 | 85 | C | — | ↓ 687 | 11 May 2026 | |
| 4323 | A | Structured decision modifiers (/think, /verify, /adversarial, /edge, /confidence, /assumptions, etc.) to stress-test conclusions, evidence, assumptions, alternatives, and edge cases. Use when validati | 100 | 83 | C | — | ↓ 1 259 | 19 d ago | |
| 4324 | A | Send a public video URL directly to a Google Gemini model for analysis. Use when Codex must summarize a video, answer questions about video content, or extract key points from a URL without local down | 100 | 83 | D | — | ↓ 1 115 | 11 May 2026 | |
| 4325 | A | Runtime assertion system that continuously verifies AI agent invariants — properties that must ALWAYS hold. Use when building reliable autonomous agents, auditing agent behavior for drift, enforcing s | 100 | 84 | C | — | ↓ 776 | 22 Jun 2026 | |
| 4326 | A | Views and searches evolution cycle history with filtering capabilities for tracking progress and analyzing patterns. Use when reviewing past cycles, searching for specific outcomes, or generating hist | 100 | 84 | D | — | ↓ 685 | 11 May 2026 | |
| 4327 | B | Social Intelligence — AI-powered social media research across Twitter, Instagram, and Reddit. 1.5B+ posts indexed. Find experts, generate leads, monitor brands, analyze sentiment, discover influencers | 100 | 71 | D | — | ↓ 3 109 ★ 6 | 11 May 2026 | |
| 4328 | A | Use when comparing apartments or rental homes and torn between options, when deciding if a listing is actually affordable, when touring rentals and needing to score them consistently instead of by vib | 100 | 93 | C | — | ↓ 227 | 7 d ago | |
| 4329 | A | Analyze the opportunity landscape of a given industry — demand scenarios, customer pain points, industry policy opportunities, and potential future developments. Use when user asks for '行业机会', '行业痛点', | 100 | 87 | B | — | ↓ 446 | 7 Jun 2026 | |
| 4330 | A | Crawl web pages and detect broken links, redirects, and HTTP errors. Use when auditing site links, finding 404 errors, validating URLs before launch. | 100 | 79 | C | — | ↓ 1 905 | 11 May 2026 | |
| 4331 | A | AI-powered Polymarket prediction market analysis via Bitcoin Lightning. Find mispriced markets, get AI edge on probability vs market price. ~50 sats per analysis. | 100 | 83 | C | — | ↓ 1 128 | 11 May 2026 | |
| 4332 | A | Analyzes your numerology profile using the Pythagorean system. Triggered when users ask about
Life Path Numbers, Expression Numbers, and other numerology topics.
Accurately calculates the five core nu | 100 | 84 | B | — | ↓ 656 | 11 May 2026 | |
| 4333 | A | Image optimization analysis for SEO and performance. Checks alt text, file sizes, formats, responsive images, lazy loading, CLS prevention, image SERP rankings (via DataForSEO), and image file optimiz | 100 | 93 | C | — | ↓ 226 | 36 d ago | |
| 4334 | A | Prepare for the CPA exam with section-order strategy, 18-month window tracking, score analysis, and state eligibility guidance. | 100 | 78 | C | — | ↓ 1 234 ★ 2 | 11 May 2026 | |
| 4335 | A | Write film reviews, get recommendations, and manage watchlists with spoiler control. Use when drafting reviews, getting recs, comparing films side by side. | 100 | 82 | C | — | ↓ 1 148 | 11 May 2026 | |
| 4336 | A | Diagnose OpenClaw node connection and pairing failures for Android, iOS, and macOS companion apps. Use when QR/setup code/manual connect fails, local Wi-Fi works but VPS/tailnet does not, or errors me | 100 | 84 | D | — | ↓ 654 | 11 May 2026 | |
| 4337 | A | Use when solving, organizing, or reviewing Jane Street monthly puzzles, especially when bootstrapping a new puzzle month, comparing against prior public solutions, capturing reusable solving patterns, | 100 | 84 | C | — | ↓ 679 | 11 May 2026 | |
| 4338 | A | Analyze data with `smiles-de-salter` using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation. | 100 | 86 | A | — | ↓ 679 | 11 May 2026 | |
| 4339 | A | Captures and retrieves PR-review findings in memory palaces. Use after PR review to store architectural decisions, patterns, and standards for future reference | 100 | 82 | D | — | ↓ 1 448 | 22 d ago | |
| 4340 | A | ClawGuard Security Checker v3 - Advanced configuration analysis, runtime integrity verification, permission modeling, and one-click hardening recommendations | 100 | 85 | C | — | ↓ 676 | 11 May 2026 | |
| 4341 | A | Weekly retrospective that analyzes memory logs to identify accomplishments, recurring patterns, friction points, and forward-looking recommendations. More strategic than a daily recap — answers 'what | 100 | 86 | D | — | ↓ 676 | 11 May 2026 | |
| 4342 | A | Analyze data with `pseudotime-trajectory-viz` using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation. | 100 | 86 | A | — | ↓ 675 | 11 May 2026 | |
| 4343 | A | Detect and route to the correct visual content type (hero shot, poster, infographic, etc.) from a text description or output type hint. Use when you need to classify a content generation request into | 100 | 84 | D | — | ↓ 730 | 23 Jun 2026 | |
| 4344 | A | Analyze conversion funnel data for frontend resource positions (banners, cards, popups) from exposure, click, and business conversion dimensions. Decompose data fluctuations into factor contributions | 100 | 85 | C | — | ↓ 674 | 11 May 2026 | |
| 4345 | A | 安全生产法规标准导入工具。当用户需要导入新法规或标准到知识库、PDF文本提取、条款拆分、批量导入、数据质量验证时使用。触发词:导入法规、添加标准、入库、导入知识库、补充标准、PDF提取文本、拆分条款、KB导入、safety-review import | 100 | 86 | C | — | ↓ 699 | 11 May 2026 | |
| 4346 | A | You are a market research and analysis specialist providing data-driven insights for business strategy and product decisions. Use when: market analysis, customer research, strategic insights, tam/sam/ | 100 | 86 | D | — | ↓ 671 | 11 May 2026 | |
| 4347 | A | Analyze and resolve BGP oscillation and BGP route leaks in Azure Virtual WAN–style hub-and-spoke topologies (and similar cloud-managed BGP environments). Detect preference cycles, identify valley-free | 100 | 85 | C | — | ↓ 671 | 11 May 2026 | |
| 4348 | A | AI marketing department for contractors and home service businesses. Use when the user needs help with SEO, Google Business Profile, social media, ad campaigns, proposals, review responses, competitor | 94 | 93 | B | — | ↓ 671 | 11 May 2026 | |
| 4349 | A | Run, audit, or improve an OpenClaw/ClawLite-style AI marketing team as a coordinated multi-lane operating system. Use when the task is to operate or package a full marketing engine across Hunter resea | 100 | 84 | C | — | ↓ 671 | 11 May 2026 | |
| 4350 | A | Bootstrap new projects with predictable structure and validation commands. | 100 | 84 | C | — | ↓ 669 | 11 May 2026 |