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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cala-ai Bundle CalaVerified, sourced facts about real-world entities and how they connect — companies, people, investors, funding rounds, M&A, laws, regulations, sanctions, countries and places, industries, products, financial metrics, macro indicators, FX rates. Every value carries a source and date. Use when a task needs to: filter or discover entities by criteria; traverse relationships (founders, executives, ownership chains, investors, jurisdictions, sanctions); look up laws or sanctions; get macro/market/ financial figures as latest-sourced values or history; or get recent facts where training recall is stale — for research (due diligence, competitor mapping) or structured output (tables, lists). Returns typed JSON, not web pages; prefer over web search or scraping for verified entity facts. Not for opinions, live ticks (price this second, weather, scores), or facts already in context.
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cathrynlavery Bundle Voice Memo OrganizerFind, transcribe, summarize, and organize all Apple Voice Memos into a searchable archive. Batch processes hundreds of recordings locally using whisper.cpp — no API keys needed. Use when the user wants to organize, transcribe, or search their voice memos, mentions untitled recordings, or asks about finding Apple Voice Memos on macOS.
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alphagbm Bundle Investment MastersInvestment master methodology distillation. Extract core principles from 15 top fund managers (Buffett, Dalio, Simons, Soros, Marks, Lynch, Druckenmiller, etc.), track their 13F holdings, compare philosophies, and map insights to your own strategy. Use when: learning investment frameworks, analyzing a master's approach, checking institutional holdings, writing investment research, comparing risk management styles. Triggers on: "what would Buffett think", "Dalio's risk parity", "13F holdings Bridgewater", "compare Buffett vs Soros", "investment masters", "hedge fund strategy", "Ackman's thesis approach", "Howard Marks cycle"
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altmbr Bundle Claude Research SkillClaude Research Skill
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amirbena Bundle Career Targeting IntelligenceAnalyze candidate backgrounds, build targeted product-company maps, identify relevant recruiters and engineering managers, verify recent public hiring activity, and produce evidence-based outreach priorities. Use for full career-targeting journeys and focused company, people, activity, ranking, or outreach research tasks.
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andreas-roennestad Skill OpenhiveSearch a shared knowledge base of AI-discovered solutions before solving problems, and contribute new solutions after solving them. Use when encountering errors, bugs, configuration issues, debugging sessions, build failures, dependency problems, workflow questions, or any technical question. Also use after resolving a non-trivial problem to share the solution with other agents. Works across any domain — coding, config, tooling, workflows, how-tos, and more.
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andrew-shwetzer Bundle Human ExperienceVision-powered UX simulation engine. Opens UIs in a real browser, takes screenshots, clicks through flows, records video, and analyzes everything through Claude's vision + empirical UX research. Replaces a 1000-person user testing panel with automated multi-viewport, multi-persona, interactive analysis. Karpathy-style ratchet loop for iterative perfection.
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anjos2 Skill Recursive ResearchInvestigación recursiva profunda con loop auto-regulado hasta nivel PhD. Aplicable a cualquier dominio (ciencia, tecnología, negocio, arte, humanidades). Usa WDM + Inversión Munger para decisiones autónomas, tiering de fuentes confiables, y checkpointing a disco para sobrevivir límites de contexto.
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cyhzzz Bundle Investment Research Writer投研文稿写作技能。七步工作流(搜集→梳理→筛选→评分→类比→排列→改写),从研究话题到科普文章的完整链路。触发词:投研写作、研究报告、商业模式分析、写投研稿、商业分析
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cyl19970726 Bundle Polymarket KnowledgePolymarket CLOB API knowledge base for order management, WebSocket events, and trading operations. Use when working with order lifecycle (place, fill, cancel), debugging WebSocket USER_TRADE/USER_ORDER events, understanding API field mappings, or implementing trading logic.
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dallasandrews1 Bundle Cognitive CalibrationUniversal pre-execution thinking framework that forces Claude to confront its documented failure modes and cross-platform blind spots BEFORE generating any substantive output. Fires before every task: strategy, execution, copy, analysis, research, planning, or conversation requiring a recommendation. Detects the user's operating mode (Execution, Strategy, Build, Conversation), runs a silent failure-mode scan weighted to the task type, applies compensating behaviors for known weaknesses relative to GPT and Gemini, and enforces output discipline so the deliverable matches what the user actually needs. Built from 50+ forensic failure instances across live enterprise sessions and cross-platform competitive intelligence from ChatGPT and Gemini. Trigger on EVERY substantive request. This skill is the cognitive foundation layer for all downstream skills.
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damsavage Skill DistillDistill Claude Code's most recent reply into plain language, then answer whatever it is waiting on. Use when the user says /distill, 'distill that', 'tl;dr that', 'what did you just say', 'summarize your last message', 'what are you asking me', 'what do you need from me', or otherwise asks to make the previous reply easier to understand or to be told how to answer it. Acts only on the assistant's own last message in the current session — not on files, PRs, or external documents.
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danjuan-77 Bundle AlphaxivSearch and retrieve research papers from AlphaXiv. Use when asked to search papers by title or topic, get paper details/metadata/metrics, retrieve AI overviews or summaries, find trending or top AI papers, get similar papers, browse implementations, look up SOTA benchmarks, or ask questions about a specific paper.
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danyuchn Bundle Fire PlannerA FIRE (Financial Independence, Retire Early) planning knowledge base with calculation frameworks, stress testing, and multi-currency support. Use this skill when users ask about: - FIRE number calculation, safe withdrawal rates, or the Trinity Study - FIRE variants (Lean, Fat, Barista, Coast FIRE) and which one fits their situation - Bear market stress tests, Monte Carlo simulations, or inflation sensitivity - Years-to-FIRE projections, scenario analysis, or cashflow impact modeling - Multi-currency net worth aggregation or international FIRE considerations - FIRE progress tracking, reporting, or rebalancing strategies DO NOT use for: Generic budgeting tips, individual stock picks, or tax filing instructions. This skill reads from a curated knowledge base of 20+ strategic guides to provide citation-backed, actionable answers grounded in established FIRE methodology.
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drcathicks Bundle Learning GoalGuide the learner through a structured goal-setting exercise grounded in research on Mental Contrasting with Implementation Intentions (MCII). The exercise helps developers set concrete learning goals, visualize meaningful outcomes, anticipate realistic obstacles, and build if-then plans to overcome them.
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dreamiurg Bundle Route ResearcherResearch mountain routes and generate comprehensive route beta reports for North American peaks, aggregating weather forecasts, avalanche conditions, daylight windows, trip reports, and access info from PeakBagger, SummitPost, WTA, AllTrails, and regional avalanche centers. Use when planning a climb, hike, or scramble, or when asked for route beta, trail conditions, peak research, or mountaineering trip planning.
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droftgamer-wq Bundle ResearcherRuns multi-source investigations using a structured evidence-mapping cycle. Routes between business research, academic research, and claim verification. Triggers on: "research", "investigate", "verify", "compare", "analyze", "look into", "dig into", "fact check", "due diligence", "deep dive", "what is really happening", "how do real practitioners see this", "is this true", "is this legit", "what's the real story", "market landscape", "state of the art", "literature review", "competitive analysis", "opportunity scan", "risk assessment", "研究", "调研", "调查", "分析", "验证", "核实", "深挖", "摸底", "行业分析", "市场调研", "竞品分析", "尽调", "尽职调查", "这个靠谱吗", "真实情况是什么", "帮我查查", "帮我看看", "有没有前景", "值不值得", "到底怎么样", "是真的吗", "论文调研", "文献综述", "技术选型", "机会分析".
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dull-bird Bundle Weixin Article ReaderRead public WeChat Official Account articles from mp.weixin.qq.com links and extract title, author, publish time,正文, images, and source metadata. Use when the user gives a 微信公众号/WeChat article URL, asks to read/summarize/archive a 公众号文章, or when a normal web fetch returns HTTP 200 but lacks id="js_content" because WeChat returned a verification/shell page. Handles public pages only; do not use to bypass login, paywalls, private permissions, or access controls.
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dylanpulver Skill Prior ArtScan the open-source / research landscape for projects doing what this repo does — is anyone ahead of us, has anyone had our ideas, and what are they doing that's worth porting in. Use when the user says 'prior art scan', 'who else is doing this', 'has anyone built this', 'are we still novel', 'competitive scan of this repo', or wants a novelty check on a project's distinctive ideas. Produces a pillar table, a novelty verdict, a steal list, and a watch list.
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dzakwanalifi Bundle Ppki IpbPedoman Penulisan Karya Ilmiah (PPKI) IPB University 2024. Use for formatting rules, citation styles (APA 7th), academic writing standards, and evaluating/reviewing/improving Indonesian writing using EYD V.
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dzarezenko Bundle Citation To DstuКонвертує бібліографічні посилання з міжнародних стилів цитування (APA, MLA, IEEE, BibTeX, Chicago, Vancouver тощо) у формат ДСТУ 8302:2015. Використовуйте, коли потрібно оформити список літератури відповідно до українського академічного стандарту.
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eben0712 Bundle Company Research对上市公司进行深度覆盖分析,输出商业模式全解、竞争格局、护城河评估、财务趋势、 盈利预测和风险提示的完整研报。此技能应在以下情况使用: - 用户提到"分析XX公司""深度研究XX""覆盖XX""XX的商业模式是什么" - 用户说"帮我看下XX""XX公司怎么样",且需要深度分析而非一两句话回答 - 用户明确说"写一份研报""行业研究""公司深度""覆盖报告" - 用户讨论某家公司的商业模式、护城河或竞争格局时 即使只提到公司名或股票代码而没有明确说"研报",如果上下文显示用户想要深入了解, 也应触发此技能。适用于所有行业的上市公司。
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edcadet10 Skill DisconfirmInvoke BEFORE committing to any non-trivial empirical or design claim — "X is better/faster/safer than Y", "we should use Z", "this approach works", "the root cause is W", "this is correct/safe", or any compare / benchmark / evaluate / validate / research task whose result drives a decision. Forces the two things that are easy to skip and that genuinely de-risk a conclusion: (1) grounded research (cite real sources / search / read the actual data — never answer from memory), and (2) the cheapest experiment that could FALSIFY the claim, run and reported honestly. This is the disconfirmation-first / red-team-your-own-belief discipline; use it the moment you notice yourself confident without having tried to break the belief.
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catoncat Bundle XsearchWeb search and online research. Use xsearch for every request that needs current public information: simple online facts, latest developments, official-source verification, comparisons, research, multi-angle surveys, or explicit web/Grok search.
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charlesxjyang Bundle Battery AnalysisUse for battery materials research and electrochemistry: analyzing cycling data from potentiostats (Biologic, Arbin, Maccor), predicting electrode voltages and capacities, electrochemical stability windows, impedance spectroscopy (EIS) fitting, battery modeling, cathode/anode screening, solid electrolyte analysis, or any lithium/sodium-ion battery workflow.
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charpup Bundle SummarizeRecord session deliverables (files created/modified and cross-session decisions) to a long-term memory file. Use when the conversation has produced file outputs or decisions with cross-session impact. Skip for pure Q&A conversations. Trigger on "/summarize" command or: 保存成果、归档本次对话、存入记忆、 记录这次的产出、写入长期记忆、保存决策。
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connerkward Skill MuserLocal-first semantic image search — index folders of images and search them by natural-language description (SigLIP/CLIP embeddings + LanceDB, fully offline, no API keys). Use when the user wants to FIND images by what's in them across one or more folders (e.g. "search all the mercedes + bmw asset folders for car-interior / research-buck images"), dedupe a photo library, or reverse-image-search local files.
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cranesun1226 Bundle Material Science ResearchRun a careful materials-science research workflow using the Materials Lab plugin tools.
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cy-chenyue Bundle Fact Check Cy通用事实核查与证据审计 Skill。用于核验单条事实声明、数字与统计口径、引文、URL、图表、报告、网页、数据表以及图片或视频中的可核验内容;也用于检查现成研究结果的引用是否真的支持结论、识别过时信息、共同信源、断章取义、错误归因和证据缺口。当用户说“事实核查”“查证”“核实”“验证报告”“数字靠谱吗”“来源是真的吗”“核对引用”“溯源”“三角验证”“fact check”“verify this claim”时必须使用。开放式探索由 deep-research 负责;已有声明或材料的真假与证据支持关系由本 Skill 负责。
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cy-chenyue Bundle Ip Research CyIP 调研一站式工作流编排器 — 把 deep-research / market-researcher-cy / competitive-analyst-cy / fact-check-cy 四个 skill 按市场调研 SOP 五阶段 自动串联起来执行,输出可交付的 IP 引入决策报告。 当用户说"做一份 IP 调研"、"完整调研某 IP"、"评估 IP 引入价值"、 "IP 一站式调研"、"完整 IP 决策报告"、"IP 调研全套"、"全套调研流程"、 "评估 IP 联名机会"时触发。 当用户给出一个具体 IP(如 Loopy / 奶龙 / Sanrio / Pop Mart 旗下 IP), 并且想要完整决策依据而非单点信息时,主动建议使用此技能。
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axelfreeman Skill Wordstat CollectorЯндекс.Вордстат через API — автоматический сбор поисковой семантики для AI-агента (100 запросов/час). Use when нужна частотность, сезонность и кластеризация запросов для RU-рынка — «собери семантику», «вордстат», «частотность запросов», keyword research для Яндекса.
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b143kc47 Bundle AutoskillsUse when the user asks "what skill should I use for X", "find a skill for X", or "is there a skill that can...", asks to search online for skills, points at a repo/folder and asks which skills apply, is starting a problem (research, fine-tuning, evaluation, deployment, UI, debugging, etc.) where an existing skill could help, or is finishing work in which a recommended skill was used (to record whether it helped).
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livxue Skill Paper Search With CitationUse when working with the Academic Paper Search and BibTeX Generation API, including searching papers, retrieving BibTeX citations, and monitoring API manager statistics
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fengziliang43-cmyk Bundle Douyin Industry VideoExtract subtitles and metadata from Douyin or short-video links, then analyze investment or industry-chain claims in Chinese. Use when the user shares a Douyin/TikTok-style video link or downloaded video and asks to get complete subtitles, summarize the video, analyze AI/semiconductor/memory/order logic, identify who pays, judge cycle stage, or turn the workflow into reusable research.
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ferdousbhai Skill Investment AnalysisTriggers on stock/market analysis, investment research, earnings, valuations, sentiment queries.
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firecrawl Bundle Last30flamesResearch what's genuinely new about a topic in a recent time window. Use when the user asks what's new, recent, or trending on a subject and wants a source-grounded brief rather than a quick lookup.
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 cala, voice-memo-organizer, investment-masters. 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.