Skill rating
3 416 skills. The A–F grade combines safety (60%) and quality (40%); tests add a bonus. The rating refreshes automatically from open catalogs.
ManufacturingLogistics and warehouseProcurementQuality controlContact centreField serviceFinanceCustomer supportindustry shortcuts
| # | Grade | Skill | Score ▾ | Safety | Quality | Process | Tests | Popularity | Updated |
|---|---|---|---|---|---|---|---|---|---|
| 51 | A | This skill should be used when the user asks to "research web data", "scrape websites", "extract web data", "perform market research", "analyze competitors", "monitor prices", "collect product informa | 100 | 96 | C | — | ↓ 904 | 11 May 2026 | |
| 52 | A | Build complex Boolean query strings for precise PubMed/MEDLINE literature retrieval. Trigger when user needs MeSH term mapping, Boolean query construction, advanced PubMed filters, citation searching, | 100 | 94 | A | — | ↓ 942 | 11 May 2026 | |
| 53 | B | Free multi-engine web search via ddgs CLI (DuckDuckGo, Google, Bing, Brave, Yandex, Yahoo, Wikipedia) + arXiv API search. No API keys required. Use when user needs web search, research paper discovery | 100 | 84 | F | — | ↓ 2 267 ★ 3 | 11 May 2026 | |
| 54 | A | Use medical translation for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries. | 100 | 94 | A | — | ↓ 927 | 11 May 2026 | |
| 55 | B | How to use the internet_search tool effectively — category routing, query formulation, and multi-search strategies. Use whenever web search is needed: current events, research papers, community opinio | 100 | 84 | C | — | ↓ 4 189 ★ 1 | 11 May 2026 | |
| 56 | A | Use when the user explicitly asks for Elon Musk's thinking frameworks, first-principles cost analysis (Idiot Index, Magic Wand Number), The Algorithm (question/delete/simplify/accelerate/automate), mi | 100 | 92 | B | — | ↓ 835 ★ 1 | 11 May 2026 | |
| 57 | A | Comprehensive research grounded in web data with explicit citations. Use when you need multi-source synthesis—comparisons, current events, market analysis, detailed reports. | 100 | 89 | C | — | ↓ 1 340 ★ 1 | 17 May 2026 | |
| 58 | A | Search the Karma Funding Map for funding programs (grants, hackathons, bounties, accelerators, VC funds, RFPs) via the public API. Use when user says "find grants", "search hackathons", "look for boun | 100 | 96 | B | — | ↓ 862 | 11 May 2026 | |
| 59 | B | Extract structured data from academic papers (PDF/DOCX/TXT) into literature review tables (XLSX/CSV). Use when user says "整理文献到表格", "extract papers to table", "literature review table", or provides pa | 100 | 86 | C | — | ↓ 844 ★ 12 | 11 May 2026 | |
| 60 | B | Orchestrates the continuous learning of new skills from arXiv papers. Use this to trigger a learning cycle, which fetches papers, extracts code/skills, and solidifies them. | 100 | 84 | C | — | ↓ 2 761 ★ 2 | 18 May 2026 | |
| 61 | A | Activate when: user is reading a business case study or founder biography and drawing lessons; a post-mortem produced a neat single root cause; someone says 'the story is too clean' or 'that explanati | 100 | 95 | B | — | ↓ 923 ★ 2 | 16 Jul 2026 | |
| 62 | B | 从学术文献PDF自动生成学术汇报PPT的完整工具链。
**使用场景**:
(1) 需要根据文献快速生成学术汇报PPT
(2) 文献阅读后的内容整理与可视化呈现
(3) 组会汇报、文献分享、学术报告准备
(4) 需要结构化展示研究问题、方法、结论、局限
**触发关键词**: "文献PPT", "汇报PPT", "学术汇报", "文献整理", "自动生成PPT",
"presentation", | 100 | 84 | C | — | ↓ 766 ★ 12 | 18 May 2026 | |
| 63 | A | Read and analyze market structure for any trading instrument like a professional trader. Use when the user shares a chart, price data, or asks for a market structure analysis. Covers trend identificat | 100 | 87 | B | — | ↓ 1 523 ★ 2 | 11 May 2026 | |
| 64 | A | Use market access value for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries. | 100 | 94 | A | — | ↓ 798 | 11 May 2026 | |
| 65 | A | Generate espresso brew profiles for GaggiMate Pro on Rancilio Silvia. Use when the user provides a coffee bean (photo or name) and wants a brewing profile created, uploaded, or managed on their GaggiM | 100 | 96 | B | — | ↓ 825 | 11 May 2026 | |
| 66 | A | Search and discover academic scholars using OpenJobs AI. Find researchers by name, affiliation, research areas, citations, h-index, publications, and more with structured filters. | 100 | 87 | B | — | ↓ 947 ★ 4 | 11 May 2026 | |
| 67 | B | Create academic literature review presentation slides (PPTX) from research papers or articles. Use when the user wants to summarize academic literature into a presentation, create a literature report | 100 | 84 | C | — | ↓ 893 ★ 10 | 22 May 2026 | |
| 68 | A | Write H2 chapter lead blocks (`sections/S<sec_id>_lead.md`) that preview the chapter's comparison lens and connect its H3 subsections, without adding new facts.
**Trigger**: chapter lead writer, secti | 100 | 94 | B | — | ↓ 788 | 11 May 2026 | |
| 69 | A | Generate PowerPoint presentations and academic posters from paper abstracts or full paper content, with automatic layout optimization and citation formatting. | 100 | 94 | A | — | ↓ 803 | 11 May 2026 | |
| 70 | A | This skill should be used when the user wants to compile and organize scientific research project outcomes. It guides WorkBuddy through a structured five-phase workflow: (1) intake and topic analysis, | 100 | 93 | C | — | ↓ 735 ★ 1 | 11 May 2026 | |
| 71 | A | Activate when: user says 'what if,' 'let's reason through this,' 'imagine that,' or 'thought experiment'; a strategic decision is too risky or irreversible to test empirically; someone wants to refute | 100 | 95 | C | — | ↓ 840 ★ 2 | 16 Jul 2026 | |
| 72 | B | Semantic literature discovery and synthesis across arXiv/OpenAlex/PubMed (and optional Google Scholar adapters). Use when users ask for domain must-read papers, research trend mapping, paper recommend | 100 | 86 | C | — | ↓ 2 510 ★ 2 | 17 May 2026 | |
| 73 | A | Multi-engine web search aggregation via local Python script. Use when: (1) searching the web for information, articles, documentation, (2) searching code repos on GitHub/GitLab, (3) finding academic p | 100 | 94 | C | — | ↓ 772 | 11 May 2026 | |
| 74 | B | Analyze cryptocurrency support and resistance levels. Use when users ask about crypto price analysis, support/resistance levels, technical analysis for BTC, ETH, or other cryptocurrencies. Provides cu | 99 | 85 | C | — | ↓ 3 216 ★ 3 | 11 May 2026 | |
| 75 | A | Use rebuttal letter strategist for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries. | 100 | 94 | A | — | ↓ 765 | 11 May 2026 | |
| 76 | A | Use conference poster pitch for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries. | 100 | 94 | B | — | ↓ 773 | 11 May 2026 | |
| 77 | B | Turn your concept analysis into search queries — research the landscape before consulting an attorney. NOT legal advice. | 100 | 80 | B | — | ↓ 3 384 ★ 14 | 11 May 2026 | |
| 78 | B | Turn your code scan findings into search queries — research existing implementations before consulting an attorney. NOT legal advice. | 100 | 80 | C | — | ↓ 3 276 ★ 14 | 11 May 2026 | |
| 79 | A | One-click synchronization and standardization of reference formats in literature management tools, intelligently fixing metadata errors. | 100 | 94 | A | — | ↓ 751 | 11 May 2026 | |
| 80 | A | Search academic papers and conduct literature reviews using the OpenAlex API, personalized for dynamic functional brain networks, rs-fMRI/fMRI neuroimaging, graph neural networks, spatiotemporal atten | 100 | 90 | B | — | ↓ 866 ★ 2 | 11 May 2026 | |
| 81 | A | Fantasy Premier League (FPL) assistant for squad management, transfer planning, captain selection, and chip strategy. Use when users ask about FPL lineup decisions, transfer suggestions, captain picks | 100 | 96 | C | — | ↓ 735 | 11 May 2026 | |
| 82 | A | Activate when the user needs to interact with any website — browser automation, web scraping, screenshots, form filling, UI testing, monitoring, or building AI agents. Provides pre-verified page actio | 99 | 88 | B | — | ↓ 3 369 | 17 May 2026 | |
| 83 | A | Three-factor stock analysis combining DCF valuation, Livermore trend trading rules, and VIX market sentiment to generate high-confidence buy signals for US equities. Use when analyzing US stocks for i | 100 | 94 | C | — | ↓ 704 | 11 May 2026 | |
| 84 | B | High-level business strategy frameworks based on McKinsey, BCG, Bain, and Deloitte methodologies. Use this skill for Executive Summaries, GTM strategies, Risk Assessments, Financial Modeling, and SWOT | 100 | 84 | C | — | ↓ 3 205 ★ 1 | 11 May 2026 | |
| 85 | A | Use study limitations drafter for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries. | 100 | 94 | A | — | ↓ 694 | 11 May 2026 | |
| 86 | A | Use medication adherence message gen for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries. | 100 | 94 | B | — | ↓ 689 | 11 May 2026 | |
| 87 | A | Use semantic consistency auditor for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries. | 100 | 94 | A | — | ↓ 674 | 11 May 2026 | |
| 88 | A | Automatically convert uploaded drug application documents (Word/PDF) into XML skeleton structure compliant with eCTD 4.0/3.2.2 specifications. | 100 | 94 | A | — | ↓ 669 | 11 May 2026 | |
| 89 | A | Use when a task needs Alibaba Cloud Model Studio Qwen Deep Research models to plan multi-step investigation, run iterative web research, and produce structured reports with citations or evidence summa | 100 | 94 | B | — | ↓ 676 | 11 May 2026 | |
| 90 | A | Verify, normalize, and enrich a single citation or paper identifier. Use when the user pastes a DOI, URL, arXiv ID, PubMed ID, citation string, or paper title and wants it checked. | 100 | 87 | C | — | ↓ 1 790 ★ 1 | 11 May 2026 | |
| 91 | A | This skill should be used when the user requests comprehensive research, deep investigation, or detailed academic-style reports on any topic. Trigger phrases include "deep research", "comprehensive in | 100 | 93 | D | — | ↓ 1 090 | 11 May 2026 | |
| 92 | A | Create persona documentation for a product or codebase. Use when asked to create persona docs, document target users, define user journeys, document onboarding flows, or when starting a new product an | 100 | 91 | C | — | ↓ 1 762 | 17 May 2026 | |
| 93 | A | Use blind-review-sanitizer for academic writing workflows that need structured anonymization, explicit assumptions, and clear output boundaries for double-blind submission. | 100 | 94 | B | — | ↓ 656 | 11 May 2026 | |
| 94 | A | This skill should be used when the user wants to "match resume to job", "generate cover letter", "optimize resume for job", "get interview questions for company", "generate LinkedIn profile", "check a | 100 | 93 | C | — | ↓ 1 081 | 11 May 2026 | |
| 95 | B | Expert guidance for systematic backtesting of trading strategies. Use when developing, testing, stress-testing, or validating quantitative trading strategies. Covers "beating ideas to death" methodolo | 100 | 84 | D | — | ↓ 2 125 ★ 2 | 11 May 2026 | |
| 96 | A | AI-powered search using your local Perplexica instance. Runs deep research (quality mode) with web search and LLM reasoning; returns answers with cited sources in OpenClaw while keeping search/RAG sta | 100 | 92 | C | — | ↓ 1 062 | 11 May 2026 | |
| 97 | A | Interact with SIGAA (Sistema Integrado de Gestão de Atividades Acadêmicas), the academic management system used by 50+ Brazilian federal universities (UNB, UFRN, UFC, UFPE, UFCG, UFPI, etc.). Use when | 100 | 92 | C | — | ↓ 1 040 | 11 May 2026 | |
| 98 | B | Searches and organizes academic literature on a given topic or research question. Queries PubMed (NCBI E-utilities, no API key required) and Semantic Scholar (free REST API, no key required). Produces | 100 | 86 | C | — | ↓ 662 ★ 12 | 5 Jun 2026 | |
| 99 | B | Automates the process of extracting reusable skill code from arXiv papers. Use this skill to turn paper insights into actual OpenClaw skills. | 100 | 84 | D | — | ↓ 1 966 ★ 2 | 17 May 2026 | |
| 100 | A | Activate when: user says 'decompose this', 'structure this thinking', 'MECE', 'issue tree', 'Minto Pyramid', 'how do we cover all the cases without double-counting', a problem feels too big to think a | 100 | 91 | C | — | ↓ 1 039 ★ 4 | 16 Jul 2026 |