Skill rating
23 532 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 |
|---|---|---|---|---|---|---|---|---|---|
| 1 | A | Binance cryptocurrency trading research, technical analysis, and position management. Triggers on requests for crypto prices, market data, trading analysis, DCA planning, position sizing, whale activi | 100 | 94 | B | — | ↓ 5 928 ★ 5 | 11 May 2026 | |
| 2 | A | Imagine the project already failed, then work backward to find why. More powerful than risk assessment because it assumes failure is certain. Use when user says "pre-mortem", "premortem", "imagine thi | 100 | 96 | C | — | ↓ 4 103 ★ 4 | 11 May 2026 | |
| 3 | A | Uncover the real "job" customers hire your product to do. Goes beyond features to understand functional, emotional, and social motivations. Use when user says "jobs to be done", "jtbd", "why do custom | 100 | 96 | C | — | ↓ 4 460 ★ 2 | 11 May 2026 | |
| 4 | A | Backtest crypto and traditional trading strategies against historical data.
Calculates performance metrics (Sharpe, Sortino, max drawdown), generates equity curves,
and optimizes strategy parameters. | 100 | 100 | B | — | ↓ 3 952 | 11 May 2026 | |
| 5 | A | This skill produces a DESCRIPTIVE Git-history reflection report. It is intended ONLY for: (a) a developer running it on their own repository for self-reflection, or (b) an opt-in, consent-based team r | 100 | 92 | C | — | ↓ 23 483 ★ 16 | 2 Jun 2026 | |
| 6 | A | Review your installed agent skills to see what you actually use, what overlaps, and what may no longer be worth keeping. | 100 | 93 | C | — | ↓ 4 007 ★ 69 | 24 Aug 2026 | |
| 7 | A | Self-improvement through conversation analysis. Extracts learnings from
corrections and success patterns, proposes updates to agent files or
creates new skills. Philosophy: "Correct once, never again. | 95 | 99 | B | — | ↓ 8 785 ★ 14 | 11 May 2026 | |
| 8 | A | Expert in Jungian analytical psychology, depth psychology, shadow work, archetypal analysis, dream interpretation, active imagination, addiction/recovery through Jungian lens, and the individuation pr | 100 | 92 | C | — | ↓ 4 066 ★ 10 | 11 May 2026 | |
| 9 | A | Audit workspace structure and memory files against OpenClaw conventions. Use when asked to "review workspace", "audit files", "check structure", or during periodic self-maintenance. Helps catch drift | 100 | 93 | C | — | ↓ 3 947 ★ 5 | 11 May 2026 | |
| 10 | A | Search, download, create, evaluate, and analyze reusable agent skills via SkillNet — the open skill supply chain for AI agents.
Use when: (1) Before any multi-step task — search SkillNet for existing | 95 | 100 | C | — | ↓ 2 230 ★ 10 | 11 May 2026 | |
| 11 | A | Analyze A-share stocks and portfolios with analyst-grade, evidence-first reports. Use when the user asks for 个股分析、持仓复盘、逻辑是否还在、行业龙头、盘前/盘后策略、情绪+技术综合判断, especially when they want deep web verification an | 100 | 94 | B | — | ↓ 2 583 ★ 3 | 11 May 2026 | |
| 12 | A | Fetch and analyze current trending topics, hashtags, songs, and creators on Douyin/TikTok. Triggered when the user wants to know "what's trending on TikTok/Douyin right now", "hot topics", "trending h | 100 | 92 | B | — | ↓ 3 314 ★ 4 | 11 May 2026 | |
| 13 | A | Analyze financial data from uploaded Excel/PDF files and generate interactive reports with sparkline trend charts. Supports output to PDF, DOCX, Markdown, and HTML.
Use when: (1) User uploads Excel/CS | 99 | 94 | C | — | ↓ 7 550 ★ 1 | 17 May 2026 | |
| 14 | A | Diagnoses common Linux service issues using logs, systemd/PM2, file permissions, Nginx reverse proxy checks, and DNS sanity checks. Use when a server app is failing, unreachable, or misconfigured. | 100 | 95 | B | — | ↓ 6 537 | 17 May 2026 | |
| 15 | A | Perform complex, long-running research tasks using Gemini Deep Research Agent. Use when asked to research topics requiring multi-source synthesis, competitive analysis, market research, or comprehensi | 100 | 90 | B | — | ↓ 10 512 ★ 30 | 11 May 2026 | |
| 16 | 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 | C | — | ↓ 10 891 ★ 27 | 11 May 2026 | |
| 17 | A | Read Google Search Console properties, Search Analytics, URL Inspection, and sitemaps. Use for explicit Search Console or GSC SEO performance, indexing, and freshness analysis; not for general web sea | 100 | 91 | C | — | ↓ 7 507 ★ 23 | 30 Aug 2026 | |
| 18 | A | Perform a deep competitive analysis for a solopreneur business. Use when mapping competitors in detail, finding exploitable gaps, understanding competitor strategy, benchmarking your own offering, or | 100 | 89 | C | — | ↓ 5 413 ★ 14 | 11 May 2026 | |
| 19 | A | Real-time trade signals with executable Buy/Sell/Hold recommendations for stocks. Use when asked about trading decisions, stock analysis, technicals, buy/sell calls, earnings plays, price targets, ana | 100 | 89 | C | — | ↓ 4 505 ★ 12 | 18 May 2026 | |
| 20 | A | Autonomous Binance spot trading bot with LLM-powered market analysis. Supports momentum trading, mean reversion, and DCA strategies on any Binance spot pair. Use when user wants to trade on Binance, s | 100 | 91 | C | — | ↓ 5 217 ★ 10 | 18 May 2026 | |
| 21 | A | Writes, reviews, and debugs type-safe TypeScript: type errors, narrowing, generics, tsconfig strictness, and declaration files. Use when a build hits type errors ("not assignable", "possibly undefined | 100 | 89 | C | — | ↓ 7 372 ★ 6 | 25 Jul 2026 | |
| 22 | A | Analyze Clawdbot logs and diagnostics. Use when the user asks about bot performance, response times, errors, session stats, token usage, API costs, or wants to debug slow responses. | 100 | 90 | C | — | ↓ 5 203 ★ 8 | 11 May 2026 | |
| 23 | A | Query verified AI agent news with citations, confidence scores, and Ethics Engine ratings — sourced, not generated. Use instead of generic web search for any question about AI agent tools, MCPs, or fr | 100 | 91 | B | — | ↓ 1 581 ★ 27 | 4 Jul 2026 | |
| 24 | A | Execute and manage Kubernetes clusters via kubectl commands. Query resources, deploy applications, debug containers, manage configurations, and monitor cluster health. Use when working with Kubernetes | 100 | 89 | C | — | ↓ 5 057 ★ 5 | 17 May 2026 | |
| 25 | A | Monitor web pages for content changes and get alerts. Track URLs, detect updates, view diffs. Use when asked to watch a website, track changes on a page, monitor for new posts/content, set up page cha | 100 | 90 | C | — | ↓ 5 001 ★ 3 | 17 May 2026 | |
| 26 | A | Create, validate, and publish Agent Skills following the official open standard from agentskills.io. Use when (1) creating new skills for AI agents, (2) validating skill structure and metadata, (3) un | 100 | 92 | C | — | ↓ 3 797 ★ 2 | 17 May 2026 | |
| 27 | A | Applies rigorous adversarial analysis to generate, critique, fix, and consolidate solutions for any problem (technical or non-technical). Use when facing complex problems requiring thorough analysis, | 100 | 90 | C | — | ↓ 4 111 ★ 4 | 11 May 2026 | |
| 28 | A | Manage Readwise highlights, books, daily review, and Reader documents (save-for-later / read-it-later). Use when the user wants to save articles or URLs to Reader, browse their reading list, search sa | 99 | 94 | C | — | ↓ 2 473 ★ 3 | 11 May 2026 | |
| 29 | A | Analyze a Twitter/X account's posting style and generate authentic posts that match their voice. Use when the user wants to create X posts that sound like them, analyze their posting patterns, or main | 100 | 94 | B | — | ↓ 2 612 ★ 1 | 18 May 2026 | |
| 30 | A | Visualize and diagnose OpenClaw context window usage. Generates a terminal-rendered breakdown showing workspace files (status, chars, tokens), installed skills inventory, and token budget allocation a | 100 | 94 | C | — | ↓ 2 745 ★ 1 | 11 May 2026 | |
| 31 | A | Builds DVSA/Traffic Commissioner “show me” audit readiness checklists and evidence indexes. USE WHEN preparing for audits or operator licence scrutiny. | 100 | 95 | A | — | ↓ 2 540 ★ 1 | 11 May 2026 | |
| 32 | A | 10-dimension weighted scoring framework for prediction market trade evaluation.
Enforces disciplined position sizing, circuit breakers, and mandatory counter-arguments.
Use when: evaluating predictio | 100 | 94 | C | — | ↓ 1 362 ★ 3 | 11 May 2026 | |
| 33 | A | Professional cryptocurrency investment and strategy analysis for spot, swing, and leverage decisions. Combines technical analysis, market regime assessment, position sizing, staged entry and exit plan | 100 | 95 | B | — | ↓ 1 774 ★ 2 | 17 May 2026 | |
| 34 | A | Audit websites for SEO, performance, security, technical, content, and 15 other issue cateories with 230+ rules using the squirrelscan CLI. Returns LLM-optimized reports with health scores, broken lin | 100 | 92 | B | — | ↓ 2 805 ★ 2 | 11 May 2026 | |
| 35 | A | AI-powered code analysis via LogicArt — find bugs, security issues, and get logic flow visualizations. Use when reviewing code, analyzing code quality, finding bugs, checking security, or performing l | 100 | 92 | C | — | ↓ 4 001 ★ 1 | 17 May 2026 | |
| 36 | A | Multi-step scheduler for in-depth agent requests. Detects when user needs multiple steps, suggests plan and waits for confirmation, persists state, and runs heartbeat-aware flow. Use when requests hav | 100 | 91 | C | — | ↓ 3 716 ★ 3 | 11 May 2026 | |
| 37 | A | Professional resume builder with PDF export, ATS optimization, and analysis capabilities. Use when users need to (1) Create new resumes from scratch, (2) Customize/tailor existing resumes for specific | 100 | 94 | C | — | ↓ 4 005 | 17 May 2026 | |
| 38 | A | Evaluate Clawdbot skills for quality, reliability, and publish-readiness using a multi-framework rubric (ISO 25010, OpenSSF, Shneiderman, agent-specific heuristics). Use when asked to review, audit, e | 100 | 91 | D | — | ↓ 3 305 ★ 3 | 11 May 2026 | |
| 39 | A | Analyze brands to generate comprehensive brand identity profiles (JSON). Use when the user wants to analyze a brand, create a brand profile, or needs brand data for ad generation. Stores profiles for | 100 | 90 | B | — | ↓ 3 313 ★ 3 | 17 May 2026 | |
| 40 | A | Use this skill to extract structured Markdown/JSON from PDFs and document images—tables with cell-level precision, formulas as LaTeX, figures, seals, charts, headers/footers, multi-column layout and c | 100 | 88 | C | — | ↓ 11 954 ★ 43 | 5 Jun 2026 | |
| 41 | A | This skill should be used when the user needs to analyze frontend project architecture evaluate tech stack choices review component design patterns assess build configuration check monorepo structure | 100 | 88 | C | — | ↓ 20 471 ★ 11 | 11 May 2026 | |
| 42 | A | AI skill for automated UI audits. Evaluate interfaces against proven UX principles for visual hierarchy, accessibility, cognitive load, navigation, and more. Based on Making UX Decisions by Tommy Geoc | 100 | 88 | C | — | ↓ 10 119 ★ 22 | 11 May 2026 | |
| 43 | A | Creative exploration during quiet hours. Turns idle heartbeat time into freeform thinking — hypotheticals, future scenarios, reflections, unexpected connections. Use when you want your agent to do som | 100 | 87 | C | — | ↓ 6 263 ★ 31 | 18 May 2026 | |
| 44 | A | Comprehensive research framework that combines web search, content analysis, source verification, and iterative investigation to conduct in-depth research on any topic. Use when you need to perform th | 100 | 87 | D | — | ↓ 7 099 ★ 17 | 11 May 2026 | |
| 45 | A | Query, audit, and optimize Google Ads campaigns. Use an attached browser or the Google Ads API for campaign, keyword, budget, conversion-tracking, and wasted-spend analysis, or when the user explicitl | 100 | 88 | B | — | ↓ 8 426 ★ 14 | 30 Aug 2026 | |
| 46 | A | All-in-one marketing engine combining growth strategy, content remixing, and trend monitoring. Drive growth with data-driven strategies, repurposed content across all platforms, and real-time trend an | 100 | 87 | C | — | ↓ 8 000 ★ 14 | 11 May 2026 | |
| 47 | A | Comprehensive security auditing for Clawdbot deployments. Scans for exposed credentials, open ports, weak configs, and vulnerabilities. Auto-fix mode included. | 100 | 87 | C | — | ↓ 13 146 ★ 8 | 11 May 2026 | |
| 48 | A | Stage, scan, and install a ClawHub skill when the user requests a guarded ClawHub installation. Blocks installation on security findings or incomplete scans. | 100 | 87 | C | — | ↓ 14 824 ★ 5 | 42 d ago | |
| 49 | A | Implement, review, or improve SwiftUI features using the iOS 26+ Liquid Glass API. Use when asked to adopt Liquid Glass in new SwiftUI UI, refactor an existing feature to Liquid Glass, or review Liqui | 100 | 88 | C | — | ↓ 4 606 ★ 16 | 11 May 2026 | |
| 50 | A | Safe OpenClaw config updates with automatic backup, validation, and rollback. For agent use - prevents invalid config updates. | 100 | 87 | C | — | ↓ 7 926 ★ 4 | 11 May 2026 |