Skill rating
19 065 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 |
|---|---|---|---|---|---|---|---|---|---|
| 401 | A | Multi-agent collaboration plugin that spawns N parallel subagents competing on the same task via git worktree isolation. Agents work independently, results are evaluated by metric or LLM judge, and th | 100 | 86 | D | — | ★ 25 956 | 17 d ago | |
| 402 | A | Mid-conversation reflection skill that pauses execution and zooms out from detail-mode to honestly reassess direction, assumptions, and bias. Use when the user says 'reflect', 'take a step back', 'ste | 100 | 85 | B | — | ★ 25 956 | 17 d ago | |
| 403 | A | Converts a markdown PR writeup or code review (one with ```diff fenced blocks and severity-tagged > [!BLOCKER]/[!MAJOR]/[!MINOR]/[!NIT] callouts) into a single-file 2-column HTML review — unified-diff | 100 | 86 | C | — | ★ 25 956 | 17 d ago | |
| 404 | A | CAPA system management for medical device QMS. Covers root cause analysis, corrective action planning, effectiveness verification, and CAPA metrics. Use when running CAPA investigations, 5-Why analysi | 100 | 84 | C | — | ★ 25 956 | 17 d ago | |
| 405 | A | Router/index for the 15 regulatory & quality-management skills bundled in this plugin (ISO 13485 QMS, EU MDR 2017/745, FDA submissions under QMSR, ISO 14971 risk, CAPA, document control, ISO 27001/ISM | 100 | 84 | C | — | ★ 25 956 | 17 d ago | |
| 406 | A | Router/index for the 2 finance skills bundled in this plugin: financial-analyst (ratio analysis, DCF valuation, budget variance, rolling forecasts) and saas-metrics-coach (ARR/MRR, churn, CAC/LTV, NRR | 100 | 84 | C | — | ★ 25 956 | 17 d ago | |
| 407 | A | Scrapes Amazon product data from ASINs using browseract.com automation API and performs surgical competitive analysis. Compares specifications, pricing, review quality, and visual strategies to identi | 99 | 86 | B | — | ↓ 6 497 ★ 7 | 11 May 2026 | |
| 408 | A | Writes, reviews, and optimizes SQL queries; designs schemas, indexes, and constraints; plans migrations for any relational database. Use when a query is slow, EXPLAIN shows a sequential scan, or an in | 100 | 85 | C | — | ↓ 5 009 ★ 8 | 25 Jul 2026 | |
| 409 | A | Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative | 100 | 84 | C | — | ↓ 9 555 ★ 3 | 17 May 2026 | |
| 410 | A | Configure and validate OpenClaw memory recall for persistent context. Use when enabling memory_search/memory_get, fixing poor memory recall, or setting up MEMORY.md + memory/*.md workflows in an OpenC | 100 | 84 | C | — | ↓ 10 450 ★ 2 | 11 May 2026 | |
| 411 | A | Writes, debugs, and reviews JavaScript: async and the event loop, coercion, closures, dates, Unicode, regex, and modern ES2023+ APIs. Use when JS throws TypeError or "undefined is not a function", a p | 100 | 84 | C | — | ↓ 4 447 ★ 6 | 25 Jul 2026 | |
| 412 | A | High-performance containerized Amazon scraper (Docker + playwright-extra + Stealth plugin). Bypasses Amazon headless detection. Supports Amazon BSR, search results, and product detail pages. Also incl | 98 | 87 | D | — | ↓ 4 288 ★ 6 | 18 May 2026 | |
| 413 | A | 以命理场景为主的八字排盘、黄历查询与大运/流年/流月/流日/流时区间查询技能。用于用户请求“算八字”“四柱排盘”“阳历/农历转八字”“查黄历/宜忌”“查未来10年流年”“查下个月流日/流时”等场景;关键词包括:八字、四柱、命理、大运、流年、流月、流日、流时、时辰、阳历转八字、农历转八字、黄历、宜忌、干支日期。真太阳时换算属于辅助能力,仅在需要校时定盘时使用。 / Bazi-first skill | 100 | 86 | C | — | ↓ 2 682 ★ 9 | 11 May 2026 | |
| 414 | A | Universal AI-powered web scraper for any platform. Scrape data from Instagram, Facebook, TikTok, YouTube, Google Maps, Google Search, Google Trends, Booking.com, and TripAdvisor. Use for lead generati | 100 | 85 | B | — | ↓ 3 367 ★ 7 | 20 May 2026 | |
| 415 | A | Swift Concurrency review and remediation for Swift 6.2+. Use when asked to review Swift Concurrency usage, improve concurrency compliance, or fix Swift concurrency compiler errors in a feature or file | 100 | 84 | C | — | ↓ 3 934 ★ 5 | 11 May 2026 | |
| 416 | A | MUST use for any multi-step project, long-running task, or infinite monitoring workflow. Plan, execute, track, and verify tasks with checkpoint validation. For projects, automation, and ongoing operat | 100 | 84 | C | — | ↓ 5 548 ★ 3 | 11 May 2026 | |
| 417 | A | Provides calibrated decision analysis using Charlie Munger-style multiple mental models, inversion, incentive mapping, circle-of-competence checks, misjudgment audits, second-order effects, and foreca | 100 | 95 | C | — | ↓ 1 096 ★ 1 | 17 May 2026 | |
| 418 | A | Diagnose and manage Alibaba Cloud databases through natural language. Use when users need to troubleshoot database performance issues (high CPU, slow queries, abnormal connections, lock waits), check | 100 | 100 | B | — | ↓ 744 | 18 May 2026 | |
| 419 | A | Generate reviewable TRIZ innovation or TRIZ/DFMA cost-reduction concepts and expand a selected concept into a detailed solution by calling the PatSnap Solution Engine MCP endpoint over plain HTTP. Use | 100 | 90 | C | — | ↓ 2 301 ★ 3 | 37 d ago | |
| 420 | A | 전문 투자 분석가 AI로, 한국 주식 종목의 재무제표, 뉴스, 차트를 분석하여 Investment Attractiveness Score (0-100)와 BUY/HOLD/AVOID 추천을 제공합니다. 네이버 금융 데이터를 사용하며, 프롬프트에 명시된 엄격한 우선순위(Financial > News > Chart)와 가중치를 따릅니다. | 100 | 92 | B | — | ↓ 3 451 | 17 May 2026 | |
| 421 | A | Optimize OpenClaw token usage and cost by auditing context injection, trimming workspace files (AGENTS.md/SOUL.md/MEMORY.md and daily memory), enabling prompt caching, heartbeat, context pruning, comp | 100 | 84 | C | — | ↓ 5 132 ★ 3 | 17 May 2026 | |
| 422 | A | Autonomous multi-model deep research with framework-driven reasoning. Spawns 4 parallel model agents (Gemini 2.5 Pro, o3, Opus, MiniMax), each applies best-practice frameworks to the question, then me | 100 | 92 | C | — | ↓ 1 319 ★ 2 | 11 May 2026 | |
| 423 | A | Expense tracking and accounting for AI agents. Log purchases, set budgets, generate spending reports, and manage multi-currency finances — all stored locally. Privacy.com card import, natural language | 100 | 84 | B | — | ↓ 4 149 ★ 4 | 17 May 2026 | |
| 424 | A | Diagnose and recover broken Git state and worktree metadata with a staged, low-risk recovery flow. Use when Git reports detached or contradictory HEAD state, phantom worktree locks, orphaned worktree | 100 | 91 | C | — | ↓ 3 025 ★ 1 | 11 May 2026 | |
| 425 | A | Full SEO audit and content brief generator for any website URL. Use when users ask to audit a website's SEO, check technical SEO issues, analyze on-page SEO, generate a content brief, find SEO problem | 100 | 99 | C | — | ↓ 672 | 11 May 2026 | |
| 426 | A | Browser-automated file download with enhanced features. Auto-detects platform (Windows/macOS/Linux, 64/32-bit, ARM/Intel), handles multi-step navigation (homepage to platform-specific pages), captures | 100 | 90 | B | — | ↓ 2 989 ★ 1 | 17 May 2026 | |
| 427 | A | Per-token details for a specific token identified by keyword, symbol, or contract address:
(1) search — find tokens by keyword/symbol/contract;
(2) meta — static info: name, symbol, logo, social links | 100 | 96 | D | — | ↓ 1 090 ★ 1 | 10 Jun 2026 | |
| 428 | A | Research and evaluate affiliate programs to find the best ones to promote. Use this skill when the user asks anything about finding affiliate programs, comparing commission rates, evaluating affiliate | 100 | 97 | B | — | ↓ 1 122 | 11 d ago | |
| 429 | A | Deconstruct video ad creatives into marketing dimensions using Gemini AI. Extracts hooks, social proof, CTAs, target audience, emotional triggers, urgency tactics, and more. Use when analyzing competi | 100 | 84 | C | — | ↓ 2 870 ★ 6 | 11 May 2026 | |
| 430 | A | Installs 425 bioinformatics skills covering sequence analysis, RNA-seq, single-cell, variant calling, metagenomics, structural biology, and 56 more categories. Use when setting up bioinformatics capab | 100 | 87 | C | — | ↓ 2 363 ★ 4 | 11 May 2026 | |
| 431 | A | Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence | 100 | 84 | D | — | ↓ 5 311 ★ 3 | 11 May 2026 | |
| 432 | A | Search and analyze trending GitHub repositories by topics, star count, and creation date. Supports filtering by multiple tags, minimum stars, and time range. Use when the user needs to discover popula | 95 | 94 | B | — | ↓ 2 751 ★ 3 | 11 May 2026 | |
| 433 | A | Automatically analyze CSV or Excel files and generate professional data analysis reports with charts,
summaries, and insights — output as Word (.docx) or PDF. Use this skill whenever the user uploads | 100 | 92 | B | — | ↓ 1 738 ★ 1 | 11 May 2026 | |
| 434 | A | Professional reviewer and critic. Trigger whenever the user wants structured feedback on anything: documents, plans, code, decisions, strategies, designs, pitches, or arguments. Also triggers on phras | 100 | 89 | B | — | ↓ 3 667 ★ 1 | 11 May 2026 | |
| 435 | A | One-click initialization of an AI-driven unit testing environment for frontend projects (supports React/Vue/pure TypeScript/Next.js). Automatically detects project framework, installs Vitest + Testing | 100 | 96 | D | — | ↓ 966 ★ 1 | 11 May 2026 | |
| 436 | A | Audit GitHub repositories for security vulnerabilities, malicious code patterns,
and suspicious behavior. Clone repos, analyze code for backdoors, data exfiltration,
obfuscation, dependency risks, and | 100 | 99 | B | — | ↓ 629 | 15 May 2026 | |
| 437 | A | Taobao price and competitor comparison assistant. Input a Taobao title/link or product need; compare JD, PDD, and Vipshop using browser-visible evidence, normalize prices, score same-item confidence, | 100 | 91 | B | — | ↓ 2 151 ★ 2 | 23 Jun 2026 | |
| 438 | A | Autonomous PR review loop with Greptile. Use when an agent creates a PR and needs to autonomously handle code review feedback — reading Greptile reviews, fixing issues, pushing fixes, re-triggering re | 100 | 96 | C | — | ↓ 1 745 | 18 May 2026 | |
| 439 | A | Turn a name into a full dossier in seconds. Feed in a name + company (or email, or LinkedIn URL) and get back a rich profile with social links, bio, company intel, recent activity, and personalized ta | 100 | 90 | C | — | ↓ 2 954 ★ 1 | 18 May 2026 | |
| 440 | A | Review Business Requirements Documents in `.docx` format by reading the existing BRD, extracting paragraph-level context, drafting clarification questions for unclear statements, and producing a final | 100 | 94 | B | — | ↓ 929 ★ 1 | 11 May 2026 | |
| 441 | A | Monitor Ethereum validator dashboard health on beaconcha.in via V2 API, focused on one-check-per-day status and BeaconScore-first triage. Use when the user asks to check validator health, BeaconScore, | 100 | 91 | C | — | ↓ 1 931 ★ 2 | 11 May 2026 | |
| 442 | A | AI-powered startup mindset coach that helps founders upgrade their thinking patterns,
track mental model progress, and set weekly challenges.
Use when:
- User is a startup founder seeking to improve | 100 | 84 | C | — | ↓ 3 619 ★ 4 | 11 May 2026 | |
| 443 | A | Use this skill when users want to pull recent global gold-related news, assess short-term or medium-term market sentiment for gold, connect macro drivers like Fed policy, US yields, USD, inflation, ge | 100 | 94 | B | — | ↓ 922 ★ 1 | 11 May 2026 | |
| 444 | A | Analyze any public company's AI exposure using the 8-dimension AI Exposure Index. Fetches last 4 10-K filings (or international equivalents), O*NET data, patents, and earnings transcripts to score vul | 98 | 99 | C | — | ↓ 916 ★ 1 | 11 May 2026 | |
| 445 | A | Realtime web search and fact-checking via enhanced Baidu routes with fallback and traceable outputs. Use when users ask 查一下/搜一下/最新消息/实时信息 or need cross-source verification. Supports query-based retrie | 100 | 94 | B | — | ↓ 886 ★ 1 | 11 May 2026 | |
| 446 | A | Analyze a person's personality traits based on their written text or chat messages. Use this skill whenever the user wants to understand someone's personality, character, communication style, or behav | 100 | 92 | B | — | ↓ 1 500 ★ 1 | 11 May 2026 | |
| 447 | A | Execute Minecraft Java Edition admin commands through the RCON remote console. Use for player moderation, whitelist management, item/state commands, world rules, broadcast messages, and recent log rev | 100 | 98 | A | — | ↓ 967 | 11 May 2026 | |
| 448 | 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 | — | ★ 663 | 7 Mar 2026 | |
| 449 | 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 | — | ★ 663 | 7 Mar 2026 | |
| 450 | A | resume-optimizerAnalyzerPDFSoftware developmentPeople and hiringsundial-org/awesome-openclaw-skillsAgent Skills 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 | — | ★ 663 | 7 Mar 2026 |