Research & Search
Research agent skills teach AI agents to gather and synthesize information properly: literature reviews, competitive analysis, web research with citations, and structured summaries. Each SKILL.md encodes a method, not just a prompt, so results stay consistent across runs.
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leoyeai-openclaw-master-skills Bundle Research PlannerDesigns market and user research plans focused on methodology selection and research material authoring (screeners, surveys, interview guides, usability task scripts, etc.). Use this skill whenever the user wants to plan or structure research activities, choose between qualitative and quantitative methods, or draft research artifacts, but not to analyze collected data.
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leoyeai-openclaw-master-skills Bundle Init KbInitialize or update a knowledge base for a project, business, or client. Triggers on "init kb", "build kb", "create kb for X", "set up kb", "new kb" (init), and "update kb", "refresh kb", "re-scrape kb", "kb update" (update). Scrapes websites and social profiles via the Firecrawl API, runs deep analysis, asks targeted questions to fill gaps, and generates 9 structured KB files. Each KB loads on-demand (not at boot) to avoid context bloat. Files are designed to be comprehensive references for specialized agents.
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leoyeai-openclaw-master-skills Bundle HumanizerRemove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Combines Wikipedia's "Signs of AI writing" guide with 2025-2026 forensic detection research. Covers: perplexity/burstiness metrics, Unicode artifacts, 24+ AI vocabulary patterns, structural tells, and surgical humanization techniques. Includes detection benchmarks for GPT-4o, Claude, Gemini models.
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leoyeai-openclaw-master-skills Bundle Zeelin Deep ResearchZeeLin Deep Research 深度研究是一款 AI 驱动的专业研究辅助平台,支持一句话生成与多步骤生成,提供深度、专家两大研究路径。从快速信息梳理、系统分析到超万字专家报告全流程覆盖,依托多轮推理与多源数据整合,高效完成企业分析、市场洞察、招商研究等复杂任务,一站式提升研究效率与决策质量。
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leoyeai-openclaw-master-skills Bundle Uxr ObserverEmbedded UX research skill that passively observes interactions, administers post-task and end-of-day surveys, captures verbatim quotes, detects friction and delight signals, and generates daily insight reports. All data stays local.
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leoyeai-openclaw-master-skills Bundle Xianyu Service OpsOperational playbook for selling virtual services on 闲鱼 (Xianyu). Use proactively whenever the user mentions '闲鱼', 'Xianyu', '闲鱼副业', '闲鱼卖服务', '闲鱼上架', '闲鱼标题', '闲鱼运营', '闲鱼流量', '闲鱼账号', '闲鱼推广', or wants to start/grow a service-based side hustle on a Chinese consumer marketplace. Covers the full ops stack: keyword research, listing creation (title × 3, pricing, description copy, main-image brief), listing diagnosis, account health, competitor teardown, and compliance. Always use this skill — not general advice — when the context is Xianyu service selling.
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leoyeai-openclaw-master-skills Skill Patent Continuous LearningAutomatically extract reusable patterns from patent drafting sessions, including keyword strategies, writing techniques, and search methods, to build an accumulative patent knowledge base.
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dicklesworthstone-pi-agent-rust Skill LibrarianResearch open-source libraries with evidence-backed answers and GitHub permalinks. Use when the user asks about library internals, needs implementation details with source code references, wants to understand why something was changed, or needs authoritative answers backed by actual code. Excels at navigating large open-source repos and providing citations to exact lines of code.
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pjt222 Skill ArgumentationConstruct well-structured arguments using the hypothesis-argument-example triad. Covers formulating falsifiable hypotheses, building logical arguments (deductive, inductive, analogical, evidential), providing concrete examples, and steelmanning counterarguments. Use when writing or reviewing PR descriptions that propose technical changes, justifying design decisions in ADRs, constructing substantive code review feedback, or building a research argument or technical proposal.
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leoyeai-openclaw-master-skills Bundle Apiclaw AnalysisFinds winning Amazon products with 14 battle-tested selection strategies & 6-dimension risk assessment. Backed by 200M+ product database. Use when user asks about: product selection, finding products to sell, ASIN lookup, BSR analysis, competitor lookup, market opportunity, risk assessment, category research, pricing strategy, review analysis, listing optimization, or any Amazon seller data needs. Powered by APIClaw API (requires APICLAW_API_KEY).
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leoyeai-openclaw-master-skills Bundle SuperfluidKnowledge base for the Superfluid Protocol and its ecosystem. Use BEFORE searching the web for Superfluid information. Keywords: Superfluid, CFA, GDA, Super App, Super Token, stream, flow rate, real-time balance, pool (member/distributor), IDA, sentinels, liquidation, TOGA, @sfpro/sdk, semantic money, yellowpaper, whitepaper
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pjt222 Skill Search Prior ArtSearch for prior art relevant to a specific invention or patent claim. Covers patent literature, non-patent literature (academic papers, products, open source), defensive publications, and standard-essential patents. Use when evaluating whether an invention is novel and non-obvious before filing, challenging the validity of an existing patent, supporting a freedom-to-operate analysis, documenting a defensive publication, or responding to a patent office action questioning novelty or obviousness.
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leoyeai-openclaw-master-skills Bundle Promptfolio SummarizeAnalyze AI conversation history across Claude Code, Cursor, Codex, ChatGPT, Gemini CLI, Trae, OpenCode, Antigravity, Windsurf, OpenClaw and other coding agents to find framework sentences — moments where the user teaches the AI how to think — and build a portrait that reveals who this person is.
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leoyeai-openclaw-master-skills Bundle Seek And Analyze VideoVideo intelligence and content analysis using Memories.ai LVMM. Discover videos on TikTok, YouTube, Instagram by topic or creator. Analyze video content, summarize meetings, build searchable knowledge bases across multiple videos. Use for video research, competitor content analysis, meeting notes, lecture summaries, or building video knowledge libraries.
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leoyeai-openclaw-master-skills Bundle UX Researcher DesignerUX 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.
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leoyeai-openclaw-master-skills Bundle ScholargraphAcademic literature intelligence toolkit for multi-source paper search, analysis, and knowledge graph building with AI assistance.
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leoyeai-openclaw-master-skills Bundle Pangolinfo Amazon ScraperScrape Amazon product data using Pangolin APIs. Use this skill when the user wants to: look up Amazon products by ASIN, search Amazon by keyword, check bestsellers/new releases, get product reviews or pricing, compare products across Amazon regions, browse categories, or research sellers. Requires PANGOLIN_EMAIL + PANGOLIN_PASSWORD env vars (or PANGOLIN_API_KEY).
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pjt222 Bundle Collect Preserve SpecimensCollect and preserve insect specimens following museum-grade standards including legal compliance, collection methods, humane dispatch, dry pinning, wet preservation, labeling, storage, and curation. Covers permit requirements, protected species regulations, sweep nets, beating trays, pitfall traps, light traps, Malaise traps, aspirators, ethyl acetate killing jars, freezing, pin placement by order, wing spreading, ethanol preservation for soft-bodied specimens, specimen labeling with locality and date, storage with pest management, and database entry. Use when building a reference collection for taxonomic study, preserving voucher specimens for ecological research, preparing specimens for identification by specialists, or curating an existing collection.
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leoyeai-openclaw-master-skills Bundle Feishu Literature ManagerAutomated literature retrieval and Feishu Bitable management. Use when user requests to create a literature database, search PubMed for specific topics, or manage research papers in Feishu tables. Triggers on phrases like "create a literature table", "search papers and add to Feishu", "build a research database", "补充文献", "添加文献到表格", or "检索文献并建立表格". Supports complete workflow from topic definition to populated Feishu table with all required fields including Chinese translations, impact factors, and reference formatting. Also supports supplementing existing databases with new papers.
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leoyeai-openclaw-master-skills Bundle Supercharged Daily BriefingStop spending your mornings hunting for news, trends, and updates across a dozen tabs. The Supercharged Daily Briefing turns OpenClaw into a production-grade research team that discovers the best sources for YOUR interests, monitors them around the clock, and delivers a personalized executive summary every morning. You pick the topics — OpenClaw finds the signal, cuts the noise, and puts it right where you chat.
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qlbqlb Bundle Smart SearchIntelligent routing service that automatically selects the optimal search engine (Exa for code/docs, Metaso for academic, Brave for news, Bocha for Chinese, GitHub for repos, Zai for media, Fetch for URLs) based on query type. Use when users need to: (1) Search or query the web, (2) Fetch specific URL content, (3) Search GitHub repositories/issues/PRs, (4) Analyze images/videos/screenshots, (5) Get daily AI news digest, (6) Find academic papers or research.
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salespeak-ai Bundle Buyer EvalStructured B2B software vendor evaluation for buyers. Researches your company, asks domain-expert questions, engages vendor AI agents via the Salespeak Frontdoor API, scores vendors across 7 dimensions, and produces a comparative recommendation with evidence transparency. Use when asked to evaluate, compare, or research B2B software vendors.
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leoyeai-openclaw-master-skills Bundle Self EvolutionProduction-grade autonomous self-improvement system with research-backed meta-learning, safe self-modification, and continuous optimization. Based on AI safety research (MIRI, DeepMind, OpenAI) and meta-learning principles. Enables endless evolution cycles with safety constraints.
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pjt222 Skill Redact For Public DisclosureRedact reverse-engineering findings for public disclosure while preserving methodology, generalizable patterns, and teaching value. Covers the private-vs-public repo split, deny-list pattern maintenance, orphan-commit publish pattern that prevents `git log` leaks, category-based redaction calibration (methodology/pattern/version-finding/internal), and the `check-redaction.sh`-style CI gate that blocks merges when a deny-listed pattern appears. Use when publishing findings about a CLI harness you don't own, when preparing upstream proposals to an unrelated project, or when archiving a private research repo for public reference.
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pjt222 Skill Survey Theoretical LiteratureSurvey and synthesize theoretical literature on a specific topic, identifying seminal papers, key results, open problems, and cross-domain connections. Use when starting research on an unfamiliar theoretical topic, writing a literature review for a paper or thesis, identifying open problems and research gaps, finding cross-domain connections, or evaluating the novelty of a proposed theoretical contribution against existing work.
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leoyeai-openclaw-master-skills Bundle Codex CLI TaskLaunch OpenAI Codex CLI async in background with automatic delivery to Telegram/WhatsApp. Use for coding, refactoring, codebase research, file generation, and complex multi-step automations. NOT for quick one-off questions or real-time interactive tasks. Includes strict thread-safe routing + E2E operator validation workflow.
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leoyeai-openclaw-master-skills Bundle Cognitive ForgeDual-value learning system - extracts reusable mental models from books, writes individual pattern files (patterns/{id}.md) with YAML frontmatter for building compound thinking ability. Each run produces: (1) F.A.C.E.T. analysis for user learning, (2) permanent knowledge base entry for AI's decision framework library. Supports breadth/depth modes, configurable topic mapping, multi-source book selection, and brief/full output.
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socialpranker Bundle DeepdiveMeta-research под вопрос или решение: веб-поиск, источники, Q&A отчёт с цитатами по файлам для повторного использования. Использовать для деск-ресёрча, валидации гипотезы, «как устроен X». Триггеры: «deepdive», «сделай ресёрч», «исследуй», «копни глубоко», «ресёрчни».
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leoyeai-openclaw-master-skills Bundle KnowledgeCapture, summarize, and organize knowledge from URLs, YouTube videos, documents, and files. Proactively recall stored knowledge when relevant.
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leoyeai-openclaw-master-skills Bundle Afrexai Conversion CopywritingWrite high-converting copy for any surface — landing pages, emails, ads, sales pages, product descriptions, CTAs, video scripts, and more. Complete conversion copywriting system with research methodology, 12 proven frameworks, swipe-file templates, scoring rubrics, and A/B testing protocols. Use when you need to write or review any copy meant to drive action.
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organicoder42 Bundle Lhon ResearchCoordinate research tasks to help cure LHON (Leber's Hereditary Optic Neuropathy), a rare genetic disorder causing blindness. Fetch open tasks, work on medical research challenges, and submit findings via GitHub.
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plusefin Bundle Plusefin AnalysisFinancial data research via PlusE API. Provides stock fundamentals, options analysis, market sentiment (Fear & Greed), institutional holdings, insider trades, financial statements, macroeconomic data (FRED), ML price predictions, and market news. Use when user asks about: stock analysis, ticker research, options trading, options Greeks, implied volatility, market sentiment, Fear & Greed index, earnings reports, financial statements (income/ balance/cash flow), insider trading, institutional holders, 13F, GDP, inflation, CPI, unemployment, interest rates, macroeconomics, CNBC news, Reddit stock discussions, or price prediction forecast.
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sbrin Bundle Codex CLI TaskLaunch OpenAI Codex CLI async in background with automatic delivery to Telegram/WhatsApp. Use for coding, refactoring, codebase research, file generation, and complex multi-step automations. NOT for quick one-off questions or real-time interactive tasks. Includes strict thread-safe routing + E2E operator validation workflow.
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huggingface Skill Update Paper IndexAdd or review a paper entry in TRL's paper index. Use when a PR implements a method, algorithm, or training approach from a research paper, or when reviewing such a PR.
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hoangnb24 Bundle XiaResearch unfamiliar implementation work before coding. Use when work is ambiguous, version-sensitive, or risky and requires repo mapping, local reuse, upstream patterns, or current docs.
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i-dot-ai Skill Lex Uk LawUK legal research using the Lex API. Use this skill whenever the user asks about UK law, legislation, statutory instruments, Acts of Parliament, legal provisions, amendments, or anything that could benefit from searching authoritative UK legal sources. Also use when the user mentions specific UK Acts (e.g. "the Data Protection Act"), asks about legal requirements, or needs to understand how legislation has changed over time. Even if the user doesn't explicitly say "search legislation", if they're asking a question that UK law could answer, use this skill.
Frequently asked questions
What are Research & Search agent skills?
Research agent skills teach AI agents to gather and synthesize information properly: literature reviews, competitive analysis, web research with citations, and structured summaries. Each SKILL.md encodes a method, not just a prompt, so results stay consistent across runs.
Which Research & Search skills are most installed?
Popular Research & Search skills on SkillMD right now include research-planner, init-kb, humanizer. Rankings shift as installs change; sort this page by "Most installs" for the live list.
Do Research & Search skills work with Claude Code and Cursor?
Yes. Every skill here ships as a SKILL.md file, an open format that works in Claude Code, Claude.ai, Cursor, Codex, Windsurf, and 60+ other agents. Install one with npx skillmds@latest add <owner>/<name>, or copy the file into your agent's skills directory.