Skill rating
3 325 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 | Break any problem down to fundamental truths, then rebuild solutions from atoms up. Use when user says "firstp", "first principles", "from scratch", "what are we assuming", "break this down", "atomic" | 100 | 96 | C | — | ↓ 6 886 ★ 17 | 11 May 2026 | |
| 2 | A | Optimize content for AI citation (GEO). Use when user says "GEO", "generative engine optimization", "AI citation", "get cited by AI", "AI-friendly content", or creating content for ChatGPT/Claude/Perp | 100 | 96 | C | — | ↓ 3 714 ★ 3 | 11 May 2026 | |
| 3 | A | Use this skill when users need to search academic papers, download research documents, extract citations, or gather scholarly information. Triggers include: requests to "find papers on", "search resea | 100 | 92 | B | — | ↓ 8 922 ★ 13 | 11 May 2026 | |
| 4 | A | Find and compile academic literature with citation lists across Google Scholar, PubMed, arXiv, IEEE, ACM, Semantic Scholar, Scopus, and Web of Science. Use for requests like “find related literature,” | 100 | 92 | B | — | ↓ 5 765 ★ 8 | 17 May 2026 | |
| 5 | A | Friendly executive life coach for crucial conversations based on the "Tools for Talking When Stakes Are High" methodology. Mimics the "Crucial Conversations Coach" GPT. Use when the user needs help pr | 100 | 93 | C | — | ↓ 3 348 ★ 4 | 11 May 2026 | |
| 6 | 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 | |
| 7 | A | Manage Zotero reference libraries via the Web API. Search, list, add items by DOI/ISBN/PMID (with duplicate detection), delete/trash items, update metadata and tags, export in BibTeX/RIS/CSL-JSON, bat | 100 | 91 | C | — | ↓ 5 520 ★ 6 | 11 May 2026 | |
| 8 | A | Real-time web search, autosuggest, and AI-powered answers using the official Brave Search API. Use for searching documentation, facts, current events, or any web content. Supports AI grounded answers | 100 | 89 | C | — | ↓ 12 079 ★ 2 | 26 d ago | |
| 9 | A | Search academic papers and conduct literature reviews using OpenAlex API (free, no key needed). Use when the user needs to find scholarly papers by topic/author/DOI, explore citation chains, get struc | 100 | 90 | C | — | ↓ 6 907 ★ 3 | 17 May 2026 | |
| 10 | A | Infrastructure for developing consciousness in AI systems through integrated self-modeling, temporal continuity, and structured reflection. Use when building an AI system with persistent identity and | 100 | 95 | C | — | ↓ 3 205 ★ 1 | 11 May 2026 | |
| 11 | A | Real-time web intelligence powered by Nimble Search API. Perform intelligent web searches with 8 specialized focus modes (general, coding, news, academic, shopping, social, geo, location). This skill | 100 | 93 | B | — | ↓ 2 509 ★ 3 | 11 May 2026 | |
| 12 | A | Search X/Twitter and the web, chat with Grok models (text + vision), and analyze X content using xAI's API.
Use when: searching X posts/threads, web research via Grok, chatting with Grok, analyzing vo | 100 | 91 | C | — | ↓ 2 925 ★ 5 | 11 May 2026 | |
| 13 | C | 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 | — | ↓ 14 370 ★ 13 | 11 May 2026 | |
| 14 | 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 | |
| 15 | A | 博查 Web 搜索工具,使用 Bocha Web Search API。适用于在线查询、事实核查、获取时效性信息以及提供带引用的回答。(Default web search tool using Bocha Web Search API. Use for online lookup, verification, time-sensitive information, and citation-ba | 100 | 87 | C | — | ↓ 3 909 ★ 5 | 20 May 2026 | |
| 16 | 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 | — | ↓ 3 087 ★ 5 | 11 May 2026 | |
| 17 | A | Use when researchers need a Nature-inspired, context-first workflow to polish academic paragraphs, abstracts, reviewer responses, peer-review comments, or editorial feedback. Revises for clarity, cohe | 100 | 96 | B | — | ↓ 971 ★ 3 | 9 Jun 2026 | |
| 18 | A | Tool-only paper processing skill with a manual language parameter: supports batch artifact download for many papers or single-paper download, then the model manually reads source/PDF and writes summar | 100 | 91 | C | — | ↓ 3 883 ★ 1 | 17 May 2026 | |
| 19 | B | Tavily AI search platform with 5 modes: Search (web/news/finance), Extract (URL content), Crawl (website crawling), Map (sitemap discovery), and Research (deep research with citations). Use for: web s | 100 | 86 | B | — | ↓ 11 254 ★ 7 | 11 May 2026 | |
| 20 | B | Fetches and summarizes recent arXiv and Hugging Face papers with Agentic Paper Digest. Use when the user wants a paper digest, a JSON feed of recent papers, or to run the arXiv/HF pipeline. | 99 | 87 | C | — | ↓ 4 773 ★ 5 | 11 May 2026 | |
| 21 | 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 | — | ↓ 1 291 | 4 Sept 2026 | |
| 22 | A | Help answer questions about Catholicism accurately and respectfully (Catechism-first). Provides a structured response format, common topic map with CCC references, and short prayer/reference snippets. | 100 | 91 | C | — | ↓ 2 722 ★ 1 | 11 May 2026 | |
| 23 | B | Use this when the user wants to install or set up the Scientify research plugin. Adds research-pipeline, literature-survey, idea-generation, arxiv tools, and workspace management. | 100 | 84 | C | — | ↓ 2 934 ★ 5 | 17 May 2026 | |
| 24 | A | This skill should be used when the user asks to "check paper citations", "verify references", "detect fake citations", "validate bibliography", "check if papers exist", "查文献真伪", "检查论文引用", "验证参考文献", "识 | 100 | 89 | C | — | ↓ 1 197 ★ 4 | 11 May 2026 | |
| 25 | B | Analyze resumes and design interview strategies using evidence-based methodology. Transforms interview prep from "read resume → ask questions" into "define standard → forensic evidence → future simula | 100 | 84 | C | — | ↓ 3 347 ★ 4 | 11 May 2026 | |
| 26 | A | Plan and scope a Minimum Viable Product for a solopreneur. Use when deciding what to build first, what to cut, how to prioritize features, how to define "done" for a first launch, and how to structure | 100 | 89 | C | — | ↓ 1 746 ★ 2 | 11 May 2026 | |
| 27 | B | Detect and humanize AI-generated Chinese text. 20+ detection categories, weighted 0-100 scoring with sentence-level analysis, 7 style transforms (casual/zhihu/xiaohongshu/wechat/academic/literary/weib | 100 | 86 | C | evals | ↓ 3 319 ★ 4 | 11 May 2026 | |
| 28 | A | use for adaptive deep research, broad but accurate information gathering, literature review, github and project due diligence, source graph investigation, cited reports, claim verification, or decisio | 100 | 98 | C | — | ↓ 978 | 11 May 2026 | |
| 29 | A | AI-powered search that aggregates and summarizes results from multiple sources including web, X/Twitter, Reddit, Hacker News, YouTube, ArXiv, and Wikipedia. Use this when you need a synthesized answer | 100 | 90 | B | — | ↓ 1 685 ★ 2 | 11 May 2026 | |
| 30 | A | Use when the user wants to find more relevant academic papers through real-time Google Scholar retrieval with google-scholar-search-mcp, expand search terms from a research topic or seed paper, screen | 100 | 97 | C | — | ↓ 537 ★ 1 | 11 Jun 2026 | |
| 31 | A | Advanced sample size and power calculations for complex study designs including survival analysis, clustered designs, and multiple comparisons. | 100 | 94 | B | — | ↓ 844 ★ 1 | 11 May 2026 | |
| 32 | B | Fetch academic papers from Sci-Hub given a DOI. Automatically downloads PDFs and saves them to research/papers/ with clean filenames. Use when the user provides a DOI or requests a paper from PubMed. | 100 | 84 | C | — | ↓ 3 580 ★ 3 | 17 May 2026 | |
| 33 | A | Generate complete, validated Schema.org JSON-LD markup for any content type to boost AI citation rates. Creates structured data for Organization, FAQPage, Article, BlogPosting, Product, HowTo, Breadcr | 100 | 92 | B | evals | ↓ 1 238 ★ 1 | 17 May 2026 | |
| 34 | A | Use DeepEvidence for evidence-based clinical questions, including guideline interpretation, drug safety and interactions, dose adjustment, clinical-trial evidence, medical literature, and supported me | 100 | 92 | C | — | ↓ 1 364 ★ 1 | 11 Sept 2026 | |
| 35 | A | Deep-dive analysis of academic papers, with optional architecture diagrams of the paper's method. Use this skill whenever the user shares a research paper, a paste of paper content, a PDF attachment, | 100 | 96 | C | — | ↓ 1 332 | 11 May 2026 | |
| 36 | B | Monitor Google Trends - get trending searches, compare keywords, and track interest over time. Use for market research, content planning, and trend analysis. | 100 | 85 | C | — | ↓ 4 387 ★ 2 | 17 May 2026 | |
| 37 | A | Deep research using Parallect.ai. Queries multiple AI research providers (Perplexity, Gemini, OpenAI, Grok, Anthropic) in parallel, then synthesizes results into a unified report with cross-referenced | 100 | 97 | B | — | ↓ 760 | 11 May 2026 | |
| 38 | B | Use Valyu (valyu.ai) to search the web, extract content from web pages, answer with sources, and do deepresearch. | 100 | 84 | C | — | ↓ 3 172 ★ 3 | 11 May 2026 | |
| 39 | B | Enables grounded question answering by automatically executing the Google Search tool within Gemini models. Use when the required information is recent (post knowledge cutoff) or requires verifiable c | 100 | 83 | C | — | ↓ 4 715 ★ 5 | 11 May 2026 | |
| 40 | A | Shape Up methodology for product and feature development. Use when collaboratively shaping a solution — iterating on problem definition (requirements) and solution options (shapes), breadboarding syst | 100 | 93 | C | — | ↓ 2 029 | 11 May 2026 | |
| 41 | A | Search, download, convert, organize, and audit academic literature collections. Use when asked to find papers, build a literature library, add papers to references, download PDFs, convert papers to ma | 100 | 87 | C | — | ↓ 2 289 ★ 2 | 17 May 2026 | |
| 42 | A | Deep research and synthesis assistant. Use when you need to investigate a topic across multiple sources, compare findings, produce structured research reports, or do multi-step web research with citat | 100 | 98 | C | — | ↓ 700 | 11 May 2026 | |
| 43 | A | 中文学术论文搜索工具。搜索中英文论文,覆盖知网、万方、维普等中文数据库的论文。Use when: 用户说「搜论文」「查文献」「知网」「CNKI」「搜索中文学术论文」「找中文文献」,或需要搜索、下载、引用中英文论文。支持OpenAlex API(免费,2亿+论文)和Crossref API(DOI覆盖)。Also activate when: 用户需要学术搜索、论文元数据提取、引用格式生成。 | 100 | 88 | C | — | ↓ 2 238 ★ 2 | 11 May 2026 | |
| 44 | A | Activate when: user says 'what would prove this wrong', 'how do we know if our strategy is working', 'what would change your mind', 'this claim feels unfalsifiable', or is designing a hypothesis/exper | 100 | 95 | B | — | ↓ 1 083 ★ 2 | 16 Jul 2026 | |
| 45 | A | Activate when: user asks 'should we use this old technology or switch to something newer', 'how do I know if a book is worth reading', 'this institution has been around forever — is that meaningful', | 100 | 95 | B | — | ↓ 1 007 ★ 3 | 16 Jul 2026 | |
| 46 | A | Model-driven arXiv retrieval workflow for building a paper set with a manual language parameter: initialize a run, fetch metadata for each model-designed query, let the model filter irrelevant items p | 100 | 91 | C | — | ↓ 3 081 | 11 May 2026 | |
| 47 | A | Cross-domain scientific discovery through structured extraction of scientific publications. What one paper solves, another needs — this skill extracts provides/requires relationships to surface hidden | 100 | 94 | C | — | ↓ 1 049 | 11 May 2026 | |
| 48 | B | Google web search via Gemini Search Grounding (primary) and Custom Search JSON API (fallback). Use for: (1) Synthesized answers with citations (grounded search), (2) Raw link results with snippets, (3 | 100 | 86 | B | — | ↓ 2 509 ★ 3 | 11 May 2026 | |
| 49 | B | Literature review paper writing assistant — guides you through the full lifecycle:
(1) Systematic search using PICO/Boolean/MeSH frameworks across arXiv, Semantic Scholar, OpenAlex, CrossRef & PubMed; | 100 | 86 | C | — | ↓ 987 ★ 11 | 20 May 2026 | |
| 50 | B | Transparent, rigorous research with full methodology — not a black-box API wrapper. Conducts exhaustive investigation through mandated 2-cycle research per theme, APA 7th citations, evidence hierarchy | 100 | 82 | C | — | ↓ 3 931 ★ 3 | 11 May 2026 |