Skill rating
2 060 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 |
|---|---|---|---|---|---|---|---|---|---|
| 151 | A | 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 | C | — | ↓ 1 992 ★ 2 | 11 May 2026 | |
| 152 | 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 | — | ↓ 962 | 11 May 2026 | |
| 153 | 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 | B | — | ↓ 979 | 11 May 2026 | |
| 154 | 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 | — | ★ 663 | 7 Mar 2026 | |
| 155 | A | Automates the process of extracting reusable skill code from arXiv papers. Use this skill to turn paper insights into actual OpenClaw skills. | 100 | 84 | C | — | ↓ 1 840 ★ 2 | 17 May 2026 | |
| 156 | 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 | — | ↓ 571 | 11 May 2026 | |
| 157 | A | 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 | — | ↓ 585 ★ 12 | 5 Jun 2026 | |
| 158 | A | adaptive-learning-playbookProcedureData and analyticsResearchLeoYeAI/openclaw-master-skillsAgent Skills World-Class Adaptability & Learning Playbook. Use for: market trend awareness, horizon scanning, PESTLE analysis, organisational agility, Kaizen, PDCA cycles, 5S, lean operations, experimentation cult | 100 | 85 | C | — | ★ 2 141 | 20 Jul 2026 | |
| 159 | A | Analyze a user's MBTI from authorized OpenClaw memory, session history, and workspace notes. Use when the user asks for MBTI analysis, personality inference without a questionnaire, an evidence-backed | 100 | 91 | B | — | ↓ 802 ★ 1 | 11 May 2026 | |
| 160 | A | Retrieve paper metadata from arXiv using keyword queries and save results as JSONL (`papers/papers_raw.jsonl`).
**Trigger**: arXiv, arxiv, paper search, metadata retrieval, 文献检索, 论文检索, 拉取元数据, 离线导入.
** | 100 | 91 | C | — | ↓ 1 378 | 11 May 2026 | |
| 161 | A | Search and download related arXiv papers by topic plus date range, or from a seed paper title/id. Use when user asks to crawl related papers, collect arXiv articles, or bulk download PDFs into an arxi | 100 | 90 | C | — | ↓ 792 ★ 1 | 11 May 2026 | |
| 162 | A | Argument self-loop: maintain an argument ledger + premise consistency report for drafted sections.
**Trigger**: argument self-loop, argument chain, premise consistency, section self-check, paragraph c | 100 | 90 | C | — | ↓ 758 ★ 1 | 11 May 2026 | |
| 163 | A | Interact with arXiv Crawler API to fetch papers, read reviews, and submit comments. Use when working with arXiv papers, fetching paper lists by date/category/interest, viewing paper details with comme | 100 | 84 | D | — | ↓ 2 213 ★ 1 | 11 May 2026 | |
| 164 | A | High-accuracy web search and research via Parallel.ai API. Optimized for AI agents with rich excerpts and citations. Supports agentic mode for token-efficient multi-step reasoning. | 99 | 82 | C | — | ↓ 3 549 ★ 3 | 18 May 2026 | |
| 165 | A | roblox-physicsProcedureSoftware developmentResearchgamedev-skills/awesome-gamedev-agent-skillsAgent Skills Implement Roblox physical simulation and queries with assemblies, anchoring, constraints, collision groups, CanCollide/CanTouch/CanQuery, raycasts and overlap queries, mass, impulses, forces, velocity | 100 | 88 | C | — | ★ 980 | 4 d ago | |
| 166 | A | When the user wants to optimize for local search, set up Google Business Profile, or build local citations. Also use when the user mentions "local SEO," "Google Business Profile," "Google Maps," "NAP, | 100 | 88 | B | — | ↓ 1 276 ★ 1 | 11 May 2026 | |
| 167 | A | Activate when: user says 'what's the most likely explanation,' 'why did this happen,' 'we think it's X but not sure,' 'we only have one theory,' 'the team has converged on an answer without checking a | 100 | 95 | B | — | ↓ 366 ★ 2 | 16 Jul 2026 | |
| 168 | A | Web search, research with citations, and content extraction for bash agents using curl and You.com's REST API.
- MANDATORY TRIGGERS: You.com, youdotcom, YDC, web search CLI, livecrawl, you.com API, re | 95 | 88 | A | — | ↓ 3 415 ★ 3 | 11 May 2026 | |
| 169 | A | AI legal assistant for Indian advocates and lawyers. Use this skill whenever an Indian advocate needs help with legal work: drafting legal notices, vakalatnamas, plaints, written statements, bail appl | 100 | 90 | C | — | ↓ 729 ★ 1 | 11 May 2026 | |
| 170 | A | Interact with arXiv Crawler API to fetch papers, read reviews, submit comments, search papers, and import papers. Use when working with arXiv papers, fetching paper lists by date/category/interest, vi | 100 | 84 | C | — | ↓ 3 760 | 17 May 2026 | |
| 171 | A | Advanced OpenClaw skill creation handler that executes the official 5-step research flow with comprehensive analysis and best practices. Ensures proper methodology when users request to create or modi | 100 | 81 | C | — | ↓ 4 184 ★ 2 | 17 May 2026 | |
| 172 | A | AI text humanizer for prose, code, and academic writing. Strips AI-generated
patterns and restores human voice. Use when editing or reviewing text to make
it sound naturally human-written, when cleani | 100 | 92 | B | — | ↓ 748 | 11 May 2026 | |
| 173 | A | Convert a PDF (research paper, technical report, or project document) into a beautiful single-page academic/project website with a structured outline JSON. Trigger this skill when the user wants to ma | 100 | 90 | B | — | ★ 473 | 15 Apr 2026 | |
| 174 | A | Optimize content for AI Overviews, ChatGPT, Perplexity, and other AI search systems. Use when improving GEO, AI citations, llms.txt readiness, crawler accessibility, and passage-level citability. | 95 | 84 | A | — | ★ 46 368 | 20 h ago | |
| 175 | A | Search the web or X/Twitter using xAI Grok server-side tools (web_search, x_search) via the xAI Responses API. Use when you need tweets/threads/users from X, want Grok as an alternative to Brave, or y | 100 | 78 | C | — | ↓ 6 034 ★ 7 | 11 May 2026 | |
| 176 | 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 | — | ↓ 889 ★ 4 | 16 Jul 2026 | |
| 177 | A | Convert a PDF (research paper, technical report, or project document) into a beautiful single-page academic/project website with a structured outline JSON. Trigger this skill when the user wants to ma | 100 | 90 | B | — | ↓ 1 161 | 11 May 2026 | |
| 178 | A | Apply Keshav's three-pass reading method adapted for computer science academic papers. Use when reading CS research papers for literature review, research, or study. Triggers on "read paper", "analyze | 100 | 92 | B | — | ↓ 748 | 20 May 2026 | |
| 179 | A | Automate LimeSurvey operations via RemoteControl 2 API. Use when: (1) managing surveys, questions, groups, or participants, (2) exporting responses or statistics, (3) sending invitations or reminders, | 100 | 89 | C | — | ↓ 1 107 | 11 May 2026 | |
| 180 | A | Download PDFs from PubMed Central (PMC) and Europe PMC. Use when the user needs to download open-access academic papers from PubMed Central using PMC ID, PubMed URL, PMID, or DOI. Supports single down | 100 | 87 | C | — | ↓ 1 899 | 17 May 2026 | |
| 181 | A | Complete grant intelligence system for individuals, nonprofits, startups, researchers, and small businesses. Trigger whenever someone needs to find grants, write grant applications, understand eligibi | 100 | 89 | B | — | ↓ 1 140 | 11 May 2026 | |
| 182 | A | Use Perplexity API for web-grounded AI search. Use when user needs up-to-date information with source citations, factual queries about current events, or research-style answers. Default when user ment | 100 | 87 | D | — | ↓ 1 872 | 17 May 2026 | |
| 183 | A | When the user wants to add recommendations, links, or content to Grokipedia. Also use when the user mentions "Grokipedia," "GEO wiki," "AI encyclopedia," "suggest Grokipedia article," "Grokipedia cita | 100 | 92 | B | — | ↓ 632 | 11 May 2026 | |
| 184 | A | Chinese Bazi (八字) four-pillar fortune calculation and basic interpretation — enables AI agents to compute and read a birth chart using traditional Zi-Ping methodology. | 100 | 87 | B | — | ↓ 1 002 ★ 1 | 11 May 2026 | |
| 185 | A | Academic research assistant for literature reviews, paper analysis, and scholarly writing.
Use when: reviewing academic papers, conducting literature reviews, writing research summaries,
analyzing met | 100 | 88 | C | — | ↓ 1 871 | 11 May 2026 | |
| 186 | A | Structure a cohort analysis for retention, LTV, or behavioural patterns. Use when asked to run a cohort analysis, analyse retention by cohort, segment users by behaviour over time, or calculate lifeti | 100 | 86 | B | — | ★ 1 361 | 28 h ago | |
| 187 | A | Daily AI/ML paper digest from HuggingFace Papers Trending with accessible interpretations. Fetch trending papers from arXiv, provide plain-language summaries, and support automated daily delivery. Use | 100 | 87 | C | — | ↓ 950 ★ 1 | 11 May 2026 | |
| 188 | A | Conducts enterprise-grade research with multi-source synthesis, citation tracking, and verification. Produces citation-backed reports through a structured pipeline with source credibility scoring. Tri | 97 | 97 | C | — | ↓ 630 | 11 May 2026 | |
| 189 | A | FactoriaGo platform assistant — AI-driven academic paper revision and resubmission.
Activate when user mentions: FactoriaGo, revise paper, reviewer comments, resubmit,
LaTeX editing, paper revision, m | 100 | 91 | B | — | ↓ 1 005 | 17 May 2026 | |
| 190 | A | Conduct evidence-based research with exact, accurate APA citations using the Gemini API's 'scientific citation' (Google Search grounding) feature. Use when Xiaoyan (Research Assistant) or others need | 100 | 87 | C | — | ↓ 906 ★ 1 | 11 May 2026 | |
| 191 | A | Creates formal academic research papers following IEEE/ACM formatting standards with proper structure, citations, and scholarly writing style. Use when the user asks to write a research paper, academi | 100 | 88 | C | — | ★ 663 | 7 Mar 2026 | |
| 192 | A | Search and summarize papers from ArXiv. Use when the user asks for the latest research, specific topics on ArXiv, or a daily summary of AI papers. | 100 | 87 | D | — | ★ 663 | 7 Mar 2026 | |
| 193 | A | Advanced game theory analysis for crypto protocols, DeFi mechanisms, governance systems, and strategic decision-making. Use when analyzing tokenomics, evaluating protocol incentives, predicting advers | 100 | 88 | D | — | ★ 663 | 7 Mar 2026 | |
| 194 | A | Resolve scholarly identifiers (DOI, PMID, PMCID, ISBN, arXiv, ISSN, ADS bibcode, WHO IRIS URL) into formatted citations (10,000+ CSL styles) and bibliography exports (BibTeX, RIS, EndNote, CSV…), and | 100 | 92 | C | — | ↓ 606 | 23 May 2026 | |
| 195 | A | A Jehovah's Witness-style Bible research agent that reasons on the scriptures using JW methodology. Use when asked to research Bible topics, explain scriptures in context, look up Greek/Hebrew word me | 100 | 91 | B | — | ↓ 936 | 11 May 2026 | |
| 196 | A | Academic paper search using Semantic Scholar API. Free API - no key required. Search research papers, get citations, abstracts, authors, and download PDFs. Use when searching academic literature, find | 100 | 83 | C | — | ↓ 1 851 ★ 2 | 11 May 2026 | |
| 197 | A | Generate publication-quality academic diagrams, methodology figures, architecture illustrations, and statistical plots from text descriptions using the PaperBanana multi-agent AI pipeline. Also evalua | 95 | 98 | C | — | ↓ 914 | 11 May 2026 | |
| 198 | A | Search medical conference and presentation databases. Use this skill whenever the user asks about medical conferences, academic conferences, session abstracts, posters, oral presentations, or conferen | 100 | 87 | C | — | ↓ 894 ★ 1 | 11 May 2026 | |
| 199 | A | Extract structured paper records from one or more local PDFs, arXiv links, DOI links, or general paper URLs, then classify the papers and write an academic survey review. Use when the task involves mi | 100 | 90 | B | — | ↓ 900 | 17 May 2026 | |
| 200 | A | 中文学术论文写作全流程助手,覆盖选题构思、大纲规划、开题报告、文献综述、分章写作、引用管理、语言润色到投稿自检。特别适用于中文研究、历史学、哲学、文学等人文学科论文写作。内建《中国文哲研究集刊》等学术引用规范,支持脚注与参考文献自动格式化。绝不编造文献信息,只处理用户提供的真实资料。Use when the user is writing academic papers, theses, diss | 100 | 84 | C | — | ↓ 1 563 ★ 1 | 11 May 2026 |