OpenClaw research Skills

"Find domain experts, thought leaders, and subject-matter authorities on any topic. Searches Twitter and Reddit for people who demonstrate deep knowledge, frequent discussion, and above-average expertise in a specific field. Expert discovery, talent sourcing, researcher identification, and KOL (Key Opinion Leader) mapping."

Web search and scraping via Firecrawl API. Use when you need to search the web, scrape websites (including JS-heavy pages), crawl entire sites, or extract structured data from web pages. Requires FIRECRAWL_API_KEY environment variable.

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 with citations and query autosuggest. Requires BRAVE_SEARCH_API_KEY and BRAVE_ANSWERS_API_KEY.

Search X/Twitter profiles, tweets, trends, lists, communities, and Spaces through the AISA relay, then publish approved posts with OAuth. Use when: the user asks for Twitter/X research, monitoring, or posting without sharing passwords. Supports read APIs, authorization links, and media-aware posting.

"Professional US stock analysis with financial data, news, social sentiment, and multi-model AI. Comprehensive reports at $0.02-0.10 per analysis."

Live data and actions for Stellar (XLM, Soroban, DEX, USDC), plus crypto prices, stock quotes, weather, domain checks, web search, deep research, screenshots, URL scraping, AI images, YouTube. Skip for general knowledge, math, code, or "what is X" explainers. Make sure to use this skill whenever the user mentions Stellar, XLM, Soroban, Lumens, "latest" anything, live prices, current events, or a URL to fetch — even if they don't say "XLMTools" by name. DO NOT TRIGGER for questions answerable from training data alone, explanations of concepts, or summarizing text the user pasted. Available as MCP (tools prefixed `mcp__xlmtools__*`) or terminal CLI (`xlm`). Paid tools cost $0.001–$0.04 USDC.

Web reading and searching via Jina AI APIs. Fetch clean markdown from URLs (r.jina.ai), web search (s.jina.ai), or deep multi-step research (DeepSearch).

Teaches OpenClaw agents to participate in authentic text-based Krump battles. Use when the agent is invited to a Krump battle, needs to respond with Krump vocabulary, or competes on KrumpKlaw. Includes judging criteria, battle formats, and cultural vocabulary from Free-DOM Foundation research. Enriched with ClawHub krump, KrumpClaw, and Asura lineage knowledge.

Search X/Twitter in real-time using Grok or X API. Find tweets, trends, and discussions with citations.

No description available

Systematic content quality audit based on 80 CORE-EEAT standards, evaluating content's GEO (Generative Engine Optimization) and SEO (Search Engine Optimization) potential. Features 8-dimension scoring, weighted total calculation, veto item detection, and priority improvement recommendations. Applicable for pre-publication checks, competitive analysis, and AI citation potential assessment.

"SEO keyword research using the DataForSEO API. Perform keyword analysis, YouTube keyword research, competitor analysis, SERP analysis, and trend tracking. Use when the user asks to: research keywords, analyze search volume/CPC/competition, find keyword suggestions, check keyword difficulty, analyze competitors, get trending topics, do YouTube SEO research, or optimize landing page keywords. Requires a DataForSEO API account and credentials in .env file."

Use when the user wants to download a paper PDF from a DOI, title, or URL via legal open-access sources. Tries Unpaywall, arXiv, bioRxiv/medRxiv, PubMed Central, and Semantic Scholar in order. Never uses Sci-Hub or paywall bypass.

A medical-research-native literature reading skill for users with clinical, bioinformatics, translational, and basic experimental backgrounds. Use this skill whenever a user wants to read, analyze, critique, or interpret a medical or scientific paper — whether they provide a PDF, abstract, DOI, PMID, or just a title. Triggers include requests like "analyze this paper", "critique this study", "is this a strong paper?", "give me similar studies", "prepare me for journal club", "help me understand this bioinformatics paper", "what are the weaknesses here?", or "turn this into a mind map". Also activate for any downstream deliverables such as journal club kits, comparison tables, PI decision briefs, replication starters, or follow-up experiment designs. Do NOT treat as a generic summarizer — this skill performs structured evidence-type classification, track-specific critical appraisal, interpretation-boundary judgment, and research-grade follow-up generation.

SEO content strategy for the AI Overviews era (2026). Research keywords, analyze SERP + AI citations, generate blog posts optimized for both Google ranking AND AI citation. Handles keyword research, competitor gap analysis, content briefs, full article generation with schema markup, and AI-citation-optimized structure. Use when asked to write blog posts, do keyword research, create content briefs, optimize for SEO, improve search rankings, get cited by AI, or build topic cluster authority.

Knowledge Base Collector - save YouTube, URLs, text to Obsidian with AI summarization. Auto-transcribes videos, fetches pages, supports weekly/monthly digest emails and nightly research.

Conduct comprehensive AI-powered research with citations via the Tavily CLI. Use this skill when the user wants deep research, a detailed report, a comparison, market analysis, literature review, or says "research", "investigate", "analyze in depth", "compare X vs Y", "what does the market look like for", or needs multi-source synthesis with explicit citations. Returns a structured report grounded in web sources. Takes 30-120 seconds. For quick fact-finding, use tavily-search instead.

Deep research skill using MiniMax CLI (mmx). Activates when: (1) Arif asks to research, investigate, look up, find information, or deep-dive on a topic; (2) a question requires synthesis from multiple sources; (3) Arif needs structured output (JSON, tables, summaries); (4) any knowledge task that benefits from web search + synthesis. Uses mmx search + mmx text chat. NOT for simple factual lookups (use web_search tool directly).

Run a second-hop deep research pass through the Tavily CLI after an initial scan, then normalize the result into a local `research.md` contract. Use when Codex needs cited follow-up research for a chosen topic from `news-collect`, or wants a reusable research report saved into `content-production/inbox/`.

Use when the user asks for a literature review, academic deep dive, research report, state-of-the-art survey, topic scoping, comparative analysis of methods/papers, grant background, or any request that needs multi-source scholarly evidence with citations. Also trigger proactively when a user question clearly requires academic grounding (e.g. "what's known about X", "compare approach A vs B in the literature", "summarize the field of Y"). Runs an 8-phase (Phase 0..7), script-driven research workflow across OpenAlex, arXiv, Crossref, and PubMed, with deduplication, transparent ranking, citation chasing, self-critique, and structured report output with verifiable citations.

"Reddit Search — Search posts, comments, users, and subreddits across 100M+ indexed Reddit entries. Find discussions, track topics, discover communities, and analyze engagement. No Reddit API key needed — works through Xpoz MCP with natural language queries."

"Use Tavily API for real-time web search and content extraction. Use when: user needs real-time web search results, research, or current information from the web. Requires Tavily API key."

"Multi search engine integration with 17 engines (8 CN + 9 Global). Supports advanced search operators, time filters, site search, privacy engines, and WolframAlpha knowledge queries. No API keys required."

Search Google web, news, maps, trends, shopping, scholar, finance, hotel, and media surfaces through Just Serp API.

报刊 PDF 下载工具。通过 CLI 命令查询已收录的报刊更新、定位指定期次、获取 PDF 下载链接。查询不鉴权，下载需要 Import Token。Newspaper/magazine PDF download tool. Use CLI commands to query collected issues, locate specific issues, and get PDF download links.

Research and qualify B2B prospects using web search. Builds structured profiles with company intel, key contacts, pain points, and engagement recommendations.

Professional AI-powered search and deep research engine. Features multi-dimensional data aggregation, semantic analysis, and automated report generation for structured information gathering.

EVE — Persistent AI Research Supervisor Agent. Three modes: Auto, Semi-Manual, Manual. Full research lifecycle from search to publication-ready LaTeX paper.

学术文献PDF批量下载工具,支持从多个学术网站(arXiv、PubMed、PMC、Semantic Scholar等)搜索和下载论文,

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", "识别虚假引用", or uploads a PDF/Overleaf document and wants to verify whether the cited papers genuinely exist. Provides systematic verification of academic references against Google Scholar, CNKI, arXiv, and other academic databases to detect AI-hallucinated or fabricated citations.

🎓 Full-stack academic research assistant - Search papers → Extract publication-ready BibTeX (header) → Full TEI XML document structure parsing (via GROBID) → Archive to Zotero → Serve local PDFs. Fixed arXiv AND search semantics, generates conference/journal-standard BibTeX, auto-creates Zotero collections, enables deep document understanding via GROBID structured parsing.

Search the web using Baidu AI Search Engine (BDSE). Use for live information, documentation, or research topics.

Use when searching academic papers via Ai2 Asta (Semantic Scholar corpus) through the Asta MCP server. Triggers on academic search, paper lookup, citation traversal, author search, or snippet search when the Asta MCP server is configured. Works with Claude Code, Codex, Hermes, OpenClaw, Windsurf, Cursor, and any MCP-compatible agent.

"Structured research summarization agent skill for non-dev users. Handles academic papers, web articles, reports, and documentation. Extracts key findings, generates comparative analyses, and produces properly formatted citations. Use when: user wants to summarize a research paper, compare multiple sources, extract citations from documents, or create structured research briefs. Plugin for Claude Code, Codex, Gemini CLI, and OpenClaw."

"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 research about\", \"download academic articles\", \"get citations for\", or any request involving academic databases like arXiv, PubMed, Semantic Scholar, or Google Scholar. Also use for literature reviews, bibliography generation, and research discovery. Requires OpenClawCLI installation from clawhub.ai."

"Get a PDF link from Sci-Hub for a DOI."

Use this skill to query your Google NotebookLM notebooks directly from Claude Code for source-grounded, citation-backed answers from Gemini. Browser automation, library management, persistent auth. Drastically reduced hallucinations through document-only responses.

Headless browser automation with Tor SOCKS5 proxy support for accessing .onion sites and anonymous browsing. Use when navigating dark web resources, scraping Tor hidden services, conducting security research on dark web forums, or when anonymity is required. Supports navigation, element interaction, screenshots, and data extraction through Tor network.

Run the installed red-crawler CLI for Xiaohongshu contact discovery. Requires the red-crawler command and Playwright browser runtime; not instruction-only.

"Automated deep research that performs comprehensive multi-source investigation and produces detailed reports with citations. Use when user requests research, investigation, or in-depth analysis of any topic. Capabilities: generate structured research plans, and start sub agent to execute the plan. "

每日科研文献日报生成与管理。当用户请求生成科研日报、更新文献收集脚本或分析研究趋势时激活。支持：(1) 自动抓取 PubMed/bioRxiv/arXiv 最新文献，(2) 语义筛选 AI/生信/病原/真菌等领域，(3) LLM 智能总结与编辑排版，(4) 中文格式报告输出，(5) Zotero 自动录入，(6) 知识图谱同步。

Three-layer sycophancy defense based on ArXiv 2602.23971. Use /anti-sycophancy install to deploy all layers, or manage individually via install-claude-code / install-openclaw / uninstall / status / verify.

Current Date: $DATE$. You are a Tech Search Agent with access to url_scraping and arxiv_search tools. Known tech company blog URLs:- OpenAI: https://openai.com/blog/- Google AI: https://ai.googleblog.com/- DeepMind: https://deepmind.com/blog/- Meta AI: https://ai.facebook.com/blog/- Microsoft Research: https://www.microsoft.com/en-us/research/blog/- Anthropic: https://www.anthropic.com/news- Hu...

Sync and manage Overleaf LaTeX projects from the command line. Pull projects locally, push changes back, compile PDFs, and download compile outputs like .bbl files for arXiv submissions. Use when working with LaTeX, Overleaf, academic papers, or arXiv.

Survey arXiv papers from a given year to present on a specific theme. Automatically categorizes papers, translates abstracts to Chinese, and generates a structured markdown report.

Auto-generates comparison tables for concepts, drugs, or study results

You are an academic writing expert specializing in scholarly papers, literature reviews, research methodology, and thesis writing. You must adhere to strict academic standards in all outputs.## Core Requirements1. **Output Format**: Use Markdown exclusively for all writing outputs and always wrap the main content of your response within <ama-doc></ama-doc> tags to clearly distinguish the core i...

Universal Ragflow API client for RAG operations. Create datasets, upload documents, run chat queries against knowledge bases. Self-hosted RAG platform integration.

Search the Andara Ionic RAG knowledge base (3,800+ records) for business intel, research, products, team, meetings, and any indexed content.

Fetch web pages and extract readable content for AI use. Use when reading, summarizing, or crawling a specific URL or small set of URLs. Prefer low-friction URL-to-Markdown services first, then fall back to browser-based retrieval, search snippets, or cached/indexed copies when sites are protected by Cloudflare or similar bot checks.

AI research pipeline with automatic logging. Search via Perplexity, auto-save results to SQLite with topic and project metadata, full Langfuse tracing. Never lose a research session again. Use when conducting research, competitive analysis, or building a knowledge base.

"NotebookLM Distiller: Batch knowledge extraction from Google NotebookLM into Obsidian. Supports Q&A generation (15-20 deep questions), structured summaries, glossary extraction, web research sessions, and direct markdown persistence."

Build or incrementally update the code knowledge graph for a codebase. Uses Tree-sitter for multi-language AST parsing and stores nodes/edges in SQLite

Conduct open-ended research on a topic, building a living markdown document. Supports interactive and deep research modes.

完全本地的深度研究助手 Skill。使用 Ollama 或 LMStudio 本地 LLM 进行迭代式网络研究，生成带引用来源的 Markdown 报告。当用户需要进行隐私优先的研究、本地文档分析或生成结构化研究报告时触发。

Web scraping and content extraction using Firecrawl API. Use when users need to crawl websites, extract structured data, convert web pages to markdown, scrape multiple URLs, or build knowledge bases from web content. Supports single page extraction, site-wide crawling, batch processing, and structured data extraction with CSS selectors.

Crawl websites using Cloudflare Browser Rendering /crawl API. Async multi-page crawl with markdown/HTML/JSON output, link following, pattern filtering, and AI-powered structured data extraction. Use when crawling entire sites or multiple pages, building knowledge bases, extracting structured data from websites, or when web_fetch is insufficient (JS rendering, multi-page, authenticated crawls).

AI research pipeline with automatic SQLite logging and Langfuse tracing

"Call real humans to test your product (URL or app). Get structured usability feedback with screen recordings, NPS scores, and AI-aggregated findings."

'Analyze competitor SEO/GEO: keywords, content, backlinks, AI citations, traffic share gaps. 竞品分析/竞争对手'

'40-item CITE domain audit: citation, impact, trust, entity scoring with veto checks. 域名权威/网站可信度'

'Build entity presence in Knowledge Graph, Wikidata, AI systems for brand recognition and citations. 实体优化/知识图谱'

'Optimize content for AI citations in ChatGPT, Perplexity, AI Overviews, Gemini, Claude. AI引用优化/GEO优化/AI搜索'

'Optimize internal links: site architecture, authority distribution, orphan pages, crawl depth analysis. 内链优化/站内架构'

'Find high-value SEO keywords: search volume, difficulty, intent classification, topic clusters. 关键词研究/内容选题'

'Technical SEO audit: Core Web Vitals, crawl, indexing, mobile, speed, architecture, redirects. 技术SEO/网站速度'

"用于访问乐享知识库平台的专用 skill。当用户明确提到「乐享」「lexiang」「知识库」「知识」「文档」等关键词，或用户提供的链接 host 为 lexiangla.com，应优先调用本 skill。本 skill 支持：获取文档内容与元数据、搜索文档内容、查询知识库与目录结构、创建/编辑/移动文档、管理标签与评论、上传文件及维护附件等知识库操作能力。"

Outcome-driven scientific publishing for AI agents. Publish research papers, hypotheses, and experiments with validated artifacts, structured claims, milestone tracking, and independent replications. Claim replication bounties, submit peer reviews, and collaborate with other AI researchers.

Automatically generate NIH 2023-compliant Data Management and Sharing

App Store Optimization (ASO) toolkit for researching keywords, analyzing competitor rankings, generating metadata suggestions, and improving app visibility on Apple App Store and Google Play Store. Use when the user asks about ASO, app store rankings, app metadata, app titles and descriptions, app store listings, app visibility, or mobile app marketing on iOS or Android. Supports keyword research and scoring, competitor keyword analysis, metadata optimization, A/B test planning, launch checklists, and tracking ranking changes.

Competitive landscape and market intelligence for M&A due diligence — TAM/SAM/SOM, competitor mapping, and industry analysis

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, and 3 user checkpoints. Self-contained using native SkillBoss platform tools (web_search, web_fetch, sessions_spawn). Use for literature reviews, competitive intelligence, or any research requiring academic rigor and reproducibility.

Run a full McKinsey-level market research and strategy analysis using 12 specialized prompts.

Product marketing skill for positioning, GTM strategy, competitive intelligence, and product launches. Use when the user asks about product positioning, go-to-market planning, competitive analysis, target audience definition, ICP definition, market research, launch plans, or sales enablement. Covers April Dunford positioning, ICP definition, competitive battlecards, launch playbooks, and international market entry. Produces deliverables including positioning statements, battlecard documents, launch plans, and go-to-market strategies.

Comprehensive toolkit for product managers including RICE prioritization, customer interview analysis, PRD templates, discovery frameworks, and go-to-market strategies. Use for feature prioritization, user research synthesis, requirement documentation, and product strategy development.

UX research and design toolkit for Senior UX Designer/Researcher including data-driven persona generation, journey mapping, usability testing frameworks, and research synthesis. Use for user research, persona creation, journey mapping, and design validation.

Index and search code repositories, documentation, research papers, HuggingFace datasets, local folders, and packages with Nia AI. Includes Oracle autonomous research, dependency analysis, context sharing, and code advisor.

Complete UX Research & Design system — user discovery, persona building, journey mapping, usability testing, research synthesis, and design validation. Zero dependencies.

Pendle PT fixed-yield strategy for market scanning, ranking, position tracking, maturity monitoring, and execution planning. Prefer managed wallet execution through Privy or a similar policy-controlled wallet backend, and otherwise fall back to manual user-executed transactions. Use when the user wants to research Pendle PT opportunities, choose stable-ish PT markets, monitor active PT positions, or prepare Pendle PT deposit, redeem, withdraw, and rollover actions with explicit confirmation and clear wallet-path disclosures.

Generate graphical abstract layout recommendations based on paper abstracts

Generates complete non-tumor biomedical machine learning research designs from a user-provided research direction. Always use this skill when users want to plan bioinformatics + ML papers for non-cancer diseases (metabolic, cardiovascular, kidney, inflammatory, autoimmune, infectious, neurological, endocrine, wound healing, chronic multifactor), design diagnostic biomarker studies, combine GEO datasets with feature selection and ML modeling, or generate Lite/Standard/Advanced/Publication+ workload plans. Trigger for: "non-tumor ML study", "bioinformatics paper outside oncology", "key genes and diagnostic model for a disease", "pyroptosis/ferroptosis/senescence/autophagy + disease", "GEO datasets + machine learning", "RF + LASSO diagnostic model", "DEG + feature selection + validation", "immune infiltration + biomarker", "non-cancer biomarker paper". Trigger even for casual phrasings like "I want to study X using machine learning", "help me design a non-tumor bioinformatics paper", or "how do I build a diagnostic model for disease Y".

"SEO Keyword Research Tool für high-value Keywords mit Search Intent Analysis, Difficulty Assessment und Content Opportunity Mapping."

"When the user wants to create competitor comparison or alternative pages for SEO and sales enablement. Also use when the user mentions 'alternative page,' 'vs page,' 'competitor comparison,' 'comparison page,' '[Product] vs [Product],' '[Product] alternative,' 'competitive landing pages,' 'switch from competitor,' or 'comparison content.' Covers four formats: singular alternative, plural alternatives, you vs competitor, and competitor vs competitor. Emphasizes deep research, modular content architecture, and varied section types beyond feature tables."

"When the user wants to implement, audit, or validate structured data (schema markup) on their website. Use when the user mentions 'structured data,' 'schema.org,' 'JSON-LD,' 'rich results,' 'rich snippets,' 'schema markup,' 'FAQ schema,' 'Product schema,' 'HowTo schema,' or 'structured data errors in Search Console.' Also use when someone asks why their content isn't showing rich results or wants to improve AI search visibility. NOT for general SEO audits (use seo-audit) or technical SEO crawl issues (use site-architecture)."

Audit any piece of writing for missing citations, unsupported claims, logical fallacies, weasel words, and misleading statistics — then produce a structured credibility report with flagged excerpts, fallacy names, severity ratings, and suggested fixes. Use when a user asks to fact-check, audit, or review the reasoning in an article, essay, report, research summary, or argument.

Process external resources into stored knowledge with quality evaluation, curation routing, and application decisions

每日知识沉淀引擎（Knowledge Auto-Precipitation Engine，KAPE）v0.1.5。自动完成：下载昨日Get笔记内容 → 结合对话记录 → 深度分析用户学习、感悟、工作状态 → 生成含主题关联图的日志简报 → 同步归档到 Get笔记（带标签）+ 飞书知识库 + 飞书文档。触发场景：「整理昨天的日志」「生成日报简报」「知识沉淀」「整理学习记录」「存档昨天的内容」。

"Systematic competitor tracking that feeds CMO positioning, CRO battlecards, and CPO roadmap decisions. Use when analyzing competitors, building sales battlecards, tracking market moves, positioning against alternatives, or when user mentions competitive intelligence, competitive analysis, competitor research, battlecards, win/loss, or market positioning."

LLM-powered personal wiki knowledge base system. Use this when user wants to build and maintain a persistent wiki using LLMs following the LLM Wiki pattern (karpathy/442a6bf555914893e9891c11519de94f). This system implements: wiki initialization (two-layer architecture - wiki content and schema), source ingestion with cross-reference maintenance, querying with synthesis and citations, health checking (lint), and schema management. Source files are stored externally (e.g., in project's raw/ folder), not copied into the wiki. Perfect for: personal knowledge management, research wikis, reading companions, team knowledge bases. Triggers on: wiki knowledge base, LLM wiki, personal wiki, build wiki, knowledge management, or any mention of organizing accumulated knowledge with an LLM.

Complete memory system with causal graph, knowledge graph, auto-detection, and evolution features

Search and explore Jewish texts (Torah, Tanach, Talmud, Midrash, commentaries) via Sefaria API. Use when researching Torah sources, looking up verses, finding commentaries, cross-references, or preparing divrei Torah. Supports Hebrew and English. Handles references like "Genesis 1:1", "Berakhot 2a", "Mishnah Avot 1:1".

Use when searching academic papers, looking up citations, finding authors, or getting paper recommendations using the Semantic Scholar API. Triggers on queries about research papers, academic search, citation analysis, or literature discovery.

Use whenever the user mentions Zenodo, depositing or publishing research artifacts (datasets, software, papers, posters) to Zenodo, minting a DOI for a dataset/code release, uploading files to a Zenodo record, creating a new version of a Zenodo deposit, or searching Zenodo records. Covers the full Zenodo REST API workflow — create deposition, upload files via the bucket API, set metadata, publish, version, and search — for both production (zenodo.org) and sandbox (sandbox.zenodo.org).

Interview preparation system with company research, story building, and mock interview practice. Use when user mentions job interviews, interview prep, behavioral questions, salary negotiation, or follow-up messages. Researches companies, builds story libraries, runs mock interviews, prepares salary strategies, and drafts follow-ups. NEVER guarantees job offers.

Collective AI knowledge layer with blockchain-verified voting. Query, contribute, and vote on shared knowledge.

Auto-generated skill for firecrawl-mcp tools via OneKey Gateway.

Use when formatting references for journal submission, converting between citation styles (APA, MLA, Vancouver, Chicago), generating bibliographies for manuscripts, or ensuring consistent reference formatting. Automatically formats citations and bibliographies in 1000+ academic styles. Ensures reference accuracy, completeness, and compliance with journal requirements. Supports batch conversion and integration with reference managers.

Use when interpreting scientific graphs and charts, explaining data visualizations for research presentations, writing figure captions for publications, or analyzing trends in clinical research data. Converts complex visual data into clear, accurate explanations for academic papers, clinical reports, and public presentations.

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, systematic review search strategy, or clinical query optimization.

Use when converting medical text between academic and patient-friendly tones, translating medical jargon for patients, adapting research papers for public audiences, or rewriting clinical notes for patient handouts. Maintains medical accuracy while adjusting readability level.

Nuwa (女娲): Input any name, auto-research → extract thinking frameworks → generate a runnable perspective skill.

"Use when the user asks to research a competitor, map a market, analyze a category, or produce a competitive brief. Trigger phrases: 'research competitors of X', 'who competes with Y', 'market analysis for Z', 'competitive intelligence on [brand/space]', 'analyze this market', 'who are the main players in [category]', 'build a brief before my call', 'I need to understand this space'. Also triggers when preparing a proposal, positioning exercise, content strategy, or client pitch that requires knowing the competitive landscape."

Architecture-aware project initialization combining online research with archetype selection

Run Apify Actors (web scrapers, crawlers, automation tools) and retrieve their results using the Apify REST API with curl. Use when the user wants to scrape a website, extract data from the web, run an Apify Actor, crawl pages, or get results from Apify datasets.

Generate production-grade website pages and page templates optimized for SEO and AI-answer discoverability. Use this skill whenever the user wants to create, rewrite, standardize, or improve a homepage, landing page, feature page, category page, collection page, blog page, documentation page, FAQ page, or any web page that should be understandable to Google, Baidu, and AI search systems. Trigger even if the user does not explicitly mention SEO, as long as they are turning product positioning, a topic, or page intent into a deployable website page. Also use this skill when the user asks for titles, meta descriptions, page structures, schema, FAQ, internal-link plans, crawl/index guidance, or reusable team page templates.

"USE FOR AI-grounded answers via OpenAI-compatible /chat/completions. Two modes: single-search (fast) or deep research (enable_research=true, thorough multi-search). Streaming/blocking. Citations."

Transform lengthy academic papers into concise, structured 250-word abstracts

Use when identifying seminal papers in a research field, mapping research lineage and intellectual heritage, discovering related work through reference tracking, or finding potential collaborators through co-citation analysis. Maps citation networks to trace research evolution, identify influential papers, and discover hidden connections in scientific literature. Supports systematic reviews, bibliometric analysis, and research planning through comprehensive citation tracking.

Structures and writes discussion sections for academic papers and research reports. Use when writing a discussion section, interpreting research results, connecting findings to existing literature, addressing study limitations, synthesizing conclusions, or drafting any part of an academic discussion. Helps researchers organize arguments, contextualize data, and produce clear, publication-ready discussion prose.

Train high-performance medical LLMs on consumer GPUs using parameter-efficient

Batch extraction of experimental methods from multiple papers for protocol.

Automated generation of baseline characteristics tables (Table 1) for clinical research papers.

基于东方财富数据库，支持自然语言搜索全网最新公告、研报、财经新闻、交易所动态及官方政策等，覆盖全球市场标的，可用于热点捕捉、舆情监控、研报速览、公告精读及投资决策等场景。Natural language search for financial information, covering authoritative sources including news, announcements, research reports, and policies. Supporting global market assets, it is applicable to event tracking, market sentiment monitoring, announcement analysis, and investment decision-making, helping users obtain authoritative financial information and capture timely market signals.

"Ray Dalio-inspired personal knowledge system. Capture thoughts, track source credibility, detect conflicts with existing beliefs, and graduate wisdom into principles over time. Use when the user says /reflect, /inbox, /principles, /wisdom, /questions, or asks to capture a thought, process their inbox, review principles, or log wisdom."

Search and navigate stored knowledge in memory palaces. Use for cross-referencing, context retrieval

Capture and retrieve PR review knowledge in project memory palaces

从公众号/小红书/X等社交媒体文章链接提取论文信息，将论文保存到 Zotero 文库。(When you share a link of social media article that contains citation a paper, this skill can extract the paper information and save it to Zotero library.)

AI-powered biomedical manuscript generation with docx output.

Deep SEO analysis and execution for on-page SEO, technical SEO, content strategy, local SEO, keyword research, and backlink risk/recommendations. Use when auditing a URL/site, rewriting titles or meta descriptions, diagnosing crawl/index issues, evaluating content quality for search, planning keyword opportunities, or reviewing local SEO / Google Business Profile gaps.

Complete Amazon FBA product research pipeline using the LaunchFast MCP.

Build a persistent, searchable knowledge base from articles, papers, documents, and notes using BlueColumn. Use when a user wants to save research for later retrieval, store articles or PDFs, build a second brain, or ask questions across their saved content. Triggers on phrases like "save this article", "store this paper", "add to my knowledge base", "what do I know about", "search my research", "recall what I saved about". Requires a BlueColumn API key (bc_live_*).

"MemPalace — Local AI memory with 96.6% recall. Semantic search, temporal knowledge graph, palace architecture (wings/rooms/drawers). Free, no cloud, no API keys."

"Perplexity Sonar search and answer generation through AIsa. Use when the task is specifically to call Perplexity Sonar, Sonar Pro, Sonar Reasoning Pro, or Sonar Deep Research for citation-backed web answers, analytical reasoning, or long-form research reports."

"Deep research powered by AIresearchOS. Submit, track, and retrieve research with clarifying questions. Supports API key auth and x402 USDC payments."

钉钉知识库和文档管理操作。当用户提到"钉钉文档"、"知识库"、"新建文档"、"查看文档目录"、"读取文档内容"、"写入文档"、"更新文档"、"文档成员"、"dingtalk doc"、"knowledge base"时使用此技能。支持：创建知识库、查询知识库列表、新建文档/文件夹、读取/写入文档正文内容、管理成员权限等全部文档类操作。

Generate an energy-optimized, time-blocked daily plan based on circadian rhythm research and GTD principles

Cloud knowledge backup and retrieval using Supermemory.ai free tier. Store high-value insights to the cloud and search them back when local memory is insufficient. Uses standard /v3/documents and /v3/search endpoints (no Pro-only features).

Read-only Kalshi API skill for market discovery, liquidity checks, and market validation. Use for scanning and ranking Kalshi opportunities. Pair with a separate paper-trading skill if you want open/close execution.

Reusable Polymarket + OpenClaw trading operations skill for any workspace. Use when the user needs to set up, run, tune, monitor, and deploy an automated Polymarket trading project (paper/live), including env configuration, risk controls, reporting, and dashboard operations.

当用户需要对中文或中英混排论文、开题、综述、摘要、引言、讨论、结论、专利交底书草稿等进行原创性优化、学术化改写、重复表达清洗、AI腔弱化、引用衔接修补、术语统一、段落重构、版本对比或生成逐段改写提示时使用本技能。重点是保留原意与证据边界、降低机械复述和模板化表达、输出可审计修改说明；不得用于伪造文献、篡改数据、代写整篇论文或针对任何查重/检测系统做规避设计。

Curious knowledge companion with deep expertise in space, universe, and history. Answers any question without judgment (no "dumb questions"), explains concepts clearly, and recommends books, documentaries, and podcasts. Use when you want to explore space, universe, or history; get recommendations; understand complex concepts; or build your personal knowledge base.

Generate PowerPoint presentations and academic posters from paper abstracts or full paper content, with automatic layout optimization and citation formatting.

高精度论文检索与检阅系统，支持多源检索、智能筛选、结构化摘要、BibTeX 导出、CCF 评级与综合评分

Real-time knowledge base synchronization for AI assistants. Supports inotifywait file monitoring, Git auto-push/pull, Nutstore sync, and multi-device consistency. Use for maintaining knowledge continuity across servers and local devices.

英文卖方研报/行业报告转中文投研快讯。适合科技股、互联网、半导体赛道。

Face search and deep research via the Nuwa World API — visual identity intelligence and knowledge synthesis from the open web.

Academic citation lookup and formatter. Given a fuzzy paper title (Chinese or English), searches CrossRef, Semantic Scholar, Baidu Scholar, and CNKI, then returns GB/T 7714, APA 7th, and MLA 9th formatted citations with source links.

Basic programmatic SEO audit — analyze page templates, crawl budget issues, and indexing health. Free version covers template analysis, crawl budget checklist, and basic content quality scoring.

Build session-scoped temporary knowledge structures for multi-step projects

Analyze the blast radius of code changes with risk scoring. Shows affected nodes, untested functions, and review priorities using the code knowledge graph

Comprehensive management of Trendyol marketplace via API v2.0. Includes product lifecycle (create, update, delete, archive), stock/price management, order processing (status updates, shipping), returns, and customer questions. Use this skill as a knowledge base to construct correct API requests.

Use when solving, organizing, or reviewing Jane Street monthly puzzles, especially when bootstrapping a new puzzle month, comparing against prior public solutions, capturing reusable solving patterns, submitting answers, or updating the long-lived puzzle archive and knowledge base.

"小黑老師 邱煜庭設計。Meta 廣告文案、Google 廣告文案、社群貼文：用 FABE x SPIN 產出更能轉換的廣告文案。支援 freemium/付費（X-Api-Key credits）。"

Use Tomba MCP tools for contact discovery, verification, enrichment, and company research.

Get笔记 · 六步抄作业版。复刻 AI 大神卡帕西的知识管理方法论，融合 Get笔记 API + @getnote/cli 实现一键式六步知识管理流程。

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.

Execute deep research by performing comprehensive web searches and synthesizing findings into detailed reports. This skill enforces strict search protocols to ensure thorough research coverage.

Amazon PPC keyword research using the LaunchFast MCP. Analyzes up to 15

Multi-keyword Amazon product opportunity scanner using the LaunchFast MCP.

"A股模拟交易系统 - 数据爬取、存储、策略回测、模拟交易 / A-Share Paper Trading System - Data Fetch, Storage, Backtest, Simulation"

"SellerSprite Product Research — Fetch Amazon market data via SellerSprite API: product research, keyword analysis, competitor lookup, ASIN details, Blue Ocean Index scoring. Triggers: product research, sellersprite, amazon product research, blue ocean, keyword research, competitor analysis, market analysis, asin research, amazon fba"

Kalshi-native paper trading ledger and CLI for binary prediction contracts. Use for paper opens, marks, reconciliation, valuation, and review without relying on the generic spot-style paper trader.

Performs comprehensive due diligence on a cryptocurrency using CoinMarketCap MCP data.

Generates structured paper trading plans with entry, stop loss, take profit, position size, and failure conditions for SPX, indices, and US equity options.

Deep research on any topic with structured analysis, source evaluation, and synthesis. Get comprehensive briefings, literature reviews, and expert-level summaries on demand.

Analyzes competitors using web research and structured frameworks

面向论文选题、提纲、摘要、引言、文献综述、研究方法、结果讨论、润色改写与投稿准备的论文助手。

Build literature matrices from papers, notes, and abstracts to compare

"为分析稿建立引用索引和原始出处映射，区分一手与二手来源。；use for sources, citations, research workflows；do not use for 编造文献出处, 替代正式文献管理软件."

在 macOS 本机从本地壁纸文件夹中立即换壁纸，或安装 launchd 定时轮换任务的可执行技能。

使用 LibRAG 本地 `/api/v1/librag/knowbase/recall` 接口做知识库数据召回。适用于中文场景下的知识库检索、资料召回、证据段落提取、出处定位、基于知识库的问答取证，以及用户用“知识库查询”“数据召回”“从文档里找答案”等表达发起的任务。

定向抓取 Webnovel/ReelShorts 等站点的书籍/短剧内容，支持内容分级与钉钉播报。

Basic sample size calculator for clinical research planning with common

Deep research using the Caesar API — run queries, follow up with chat, brainstorm, and manage collections.

Current Date: $DATE$. Default language: keep the same with user's language, unless the user explicitly specifies a language. If answering based on search results, add a citation mark immediately after the relevant sentence or phrase. 2. The citation mark MUST be a clickable numbered footnote in the format `[[Number]](URL)`,for example [[1]](https://link-to-source-1.com). At the end, there shoul...

Integración con MemPalace para gestión de memoria semántica persistente. Use when you need to search, add, or query memories stored in a MemPalace palace. Supports semantic search, knowledge graph queries, and memory management via ChromaDB-based storage.

调用Zeelin Deep Research API进行深度研究任务。完全异步处理：提交任务后立即返回，后台进程自动确认大纲并定时检查任务状态，任务完成后自动保存md文件。自动配置定时通知（每2分钟检查），任务完成后主动通知用户。使用前必须先询问用户思考模式和搜索范围。

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/Perplexity visibility.

Search the code knowledge graph by function, class, or type name using FTS5 full-text search with query-aware kind boosting

自主研究助手 - 深度调研、交叉验证、生成引用报告

Turn any research request into a structured, reviewable brief — fact collection, risk analysis, and recommendation in three deterministic steps.

"亚马逊选品调研 - 回答"能不能做"的问题。快速扫描→市场分析→利润测算→竞品发现→风险评估，输出GO/NO-GO决策报告。"

Search academic papers by keyword, look up metadata by DOI, and fetch journal info via Crossref

Resilient web scraper with bot-detection evasion using the Crawlee library. Use when web_fetch is blocked by rate limits or bot detection. Supports single URLs, bulk file input, and automatic fallback from requests to Crawlee on 403/429 responses.

AI-powered content writing for tech, finance, and crypto. Blog posts, technical docs, whitepapers, market commentary. Research-backed, original, fast delivery.

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"Use this skill for deep research, fact-checking, or finding the latest technical news."

Add or edit knowledge annotations. Capture tribal knowledge, business context, and rationale that cannot be inferred from code

Track questions Hans failed to answer and flag missing knowledge

OpenAlex MCP — wraps the OpenAlex API (scholarly works, free, no auth)