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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ootto-ai Skill Hashtag Keyword ResearchBuilds searchable, niche-fit hashtag and keyword sets so your reels surface in Explore and in search. Use when the user says "hashtags for this", "keyword research", "how do I get in Explore", "what tags should I use".
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echovic Skill Github ExplorerExplore and summarize popular GitHub projects. Use when the user wants to discover trending GitHub repositories, analyze project details, or get summaries of popular projects.
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varunk130 Skill Capital Allocation FrameworkRanks competing investments using Net Present Value (NPV), Internal Rate of Return (IRR), payback period, Profitability Index (PI), and strategic option value - then produces a portfolio-level recommendation. Use when evaluating capital expenditure requests, comparing Mergers and Acquisitions (M&A) targets, sizing Research and Development (R&D) bets, prioritizing engineering investments, sun-setting initiatives, or preparing a board capital allocation memo.
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itseffi Bundle Ideas SummarySummarize meetings using IDEAS framework - Insights, Decisions, Engagements, Actions, Summary. Use after any meeting.
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liangdabiao Bundle Amazon Keyword Research亚马逊卖家关键词研究和市场机会分析。获取自动完成建议(长尾关键词),分析竞争格局,并评估12个亚马逊市场(美国/英国/德国/法国/意大利/西班牙/日本/加拿大/澳大利亚/印度/墨西哥/巴西)的任何关键词的市场机会。无需API密钥。当用户提到亚马逊产品研究、寻找在亚马逊上销售的产品、亚马逊关键词创意、利基分析、亚马逊竞争分析、亚马逊市场机会、比较亚马逊关键词、评估产品是否值得销售、亚马逊自动完成数据、亚马逊产品的季节性需求,或任何与研究在亚马逊上销售什么相关的内容时,确保使用此技能 — 即使他们没有明确说'关键词研究'。当用户问模糊问题时也触发,如'这是一个好的销售产品吗?'、'X在亚马逊上的竞争如何?'、'我应该卖X还是Y?',或'人们在亚马逊上搜索什么?'。
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liangdabiao Bundle Amazon Product Research全面的亚马逊选品与机会分析。评估市场需求、竞争强度、利润潜力和进入壁垒,适用于任何产品类目或细分市场。基于BSR数据、评论分析和定价模式。
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liangdabiao Bundle Amazon Category Research对任何亚马逊畅销榜类目进行全面的深度研究。当用户提供类目URL时使用此skill,包括研究亚马逊产品类目、分析亚马逊畅销榜、 调查亚马逊细分市场、为亚马逊销售进行市场调研,或提供亚马逊畅销榜/gp/bestsellers URL。也可在以下请求时触发: "调研这个亚马逊品类"、"分析这个Amazon类目"、"深度调研Amazon Best Sellers"、"分析亚马逊畅销榜"、 "Amazon品类机会分析",或任何研究/分析/调查亚马逊类目或畅销榜的请求。
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mgiovani Skill WtfRe-explain your own previous message in plain, simplified English (ASD-STE100 style), when the user did not understand it. Use when the user replies with "wtf", "what?", "I don't get it", "explain that again simpler", "ELI5", or "in plain English". Rewrites what was already said; it does not do new work, new research, or new code.
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mgiovani Bundle Clotho ResearchFind what a change will actually touch before planning it — the existing code that must change, the prior art worth copying, and the risks that will bite. Trigger on "what would this change touch", "research this before we plan it", or an automated pre-planning step. Reports files, sources, and risks; it never proposes an implementation and never edits anything. Not for auditing dependencies (use review-deps), not for writing the plan itself (use project-planner), and not for reviewing code that already exists (use review-code).
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shwetank Skill Pulse SynthesizeUse to derive insight across accumulated product-pulse reports — trends, anomalies, inflection points, regime shifts. Trigger phrases include "what's been the pattern across pulses this quarter", "synthesize my product pulses for [area] over the last 8 weeks", "before my exec readout, what does the data say across the period", "is anything trending that I missed week to week". Reads `~/bettersense-work-reflections/pulses/<area-slug>/` over a time window and produces a synthesis with citations to specific dated pulse reports. Citation-disciplined; never claims a trend without evidence; distinguishes signal from noise. The Every.to gap, closed.
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shwetank Skill Psychological SafetyUse when a team lacks psychological safety — members don't speak up, withhold concerns, or fear making mistakes. Trigger phrases include "build psychological safety", "team is afraid to speak up", "create safe environment", "people are withholding their opinions", "no one challenges decisions", "fear-based culture". Provides concrete, actionable practices to build psychological safety, drawing from Amy Edmondson's research and Moussa's emphasis on trust-building conversations. Not just diagnostic (like team-diagnosis) but prescriptive — tells the leader exactly what to do this week.
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channel47 Bundle Angle GeneratorThis skill should be used when the user asks to "find angles", "generate angles", "ad angles", "selling angles", "creative angles", "hook ideas", "what angles should I test", "brainstorm ad concepts", "creative strategy", "angle brainstorm", or mentions generating advertising angles from research or persona data. Trigger after customer-research or persona-builder has been run, or when the user provides their own research.
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channel47 Bundle Persona BuilderThis skill should be used when the user asks to "build personas", "create customer avatars", "who is the target customer", "customer persona", "buyer persona", "demographic profile", "psychographic profile", "who buys this product", "target audience profile", or mentions building, creating, or refining customer personas from research data. Trigger after customer-research has been run, or when the user provides their own research data.
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channel47 Skill Competitor IntelThis skill should be used when the user asks about "competitors", "auction insights", "competitive analysis", "who am I competing with", "competitive landscape", "competitor benchmarks", "market position", "share of voice", "SOV", "who's outranking me", "am I losing to competitors", "impression share by competitor", "overlap rate", "who else is bidding on my keywords", "competitive threats", "new competitors showing up", or mentions competitor research, competitive intelligence, auction performance, or share of voice trends.
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channel47 Bundle Customer ResearchThis skill should be used when the user asks to "research a product", "find customer voice data", "pull reviews", "what are customers saying about", "research customer pain points", "find real customer language", "VOC research", "voice of customer", "market research for", "find complaints about", "what do people hate about", "pull Reddit data", "pull Amazon reviews", or mentions gathering real customer data from public sources like Reddit, Amazon, Trustpilot, forums, or review sites. This is the foundational research skill — always start here before building personas or angles.
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channel47 Skill Competitor ResearchThis skill should be used when the user asks about "competitor ads", "what are competitors running", "Meta Ad Library", "Facebook Ad Library", "competitor creative research", "spy on competitor ads", "competitive analysis", "competitor benchmarks", "how do I compare to competitors", "competitor Facebook ads", "Ad Library lookup", "what ads are my competitors running", "I have no idea what competitors are doing", or mentions competitive intelligence, ad library research, competitor creative analysis, or competitive benchmarking for Meta Ads.
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channel47 Bundle Copy WriterThis skill should be used when the user asks to "write ad copy", "write headlines", "write hooks", "Facebook ad copy", "Google ad copy", "primary text", "ad creative copy", "write body copy", "DTC copy", "direct response copy", "landing page copy", "email copy", "write ads for", or mentions writing, creating, or generating text-based advertising copy for DTC products. Trigger after research, personas, and angles are available, or when the user provides an angle and wants it turned into copy.
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channel47 Bundle Script WriterThis skill should be used when the user asks to "write ad scripts", "write a VSL", "UGC script", "video ad script", "write a script for", "YouTube ad script", "TikTok script", "Facebook ad script", "create video scripts", "direct response script", "sales script", or mentions writing, creating, or generating video or audio ad scripts for DTC products. Trigger after research, personas, and angles are available, or when the user provides an angle and wants it turned into a script.
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frankxai Bundle Daily Content OperationsResearch trending AI/creator topics, review pending content, polish drafts with FrankX voice, generate social content, and track publishing readiness. The complete daily content workflow for FrankX.AI.
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frankxai Skill Agentic Creator OsFrankX Publishing Factory - Research, write, edit, design, package, publish, market, iterate
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frankxai Bundle Golden Age Book WritingMaster-level visionary book writing system with research-driven methodology, author voice modeling, and iterative refinement across 9 quality dimensions
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yigitkonur Bundle Build SkillUse if creating, redesigning, or merging a Claude skill, with research before writing SKILL.md.
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yigitkonur Bundle Run Deep ResearchUse if running deep multi-file research over 5+ entities or a market — wave-dispatched corpus.
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varunk130 Skill Notion Meeting IntelligencePrepares meeting materials by gathering Notion context, enriching with Claude research, and creating internal pre-read and external agenda documents.
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konglong87 Skill Validate IdeaIdea validation workflow — chain demand validation, brainstorming, market research, and MVP scoping Use when: Validating a new product idea, testing assumptions, or exploring viability
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mthines Bundle InterviewAligns on the scope of a request before any plan or implementation begins — the requirements-elicitation interview a senior engineer runs before touching code. Restates the request and diffs it against the user's words, researches the codebase so questions are specific, surfaces unknowns, non-goals, edge cases, and success criteria, then runs a batched clarifying-question interview only when research cannot resolve the ambiguity (adaptive — stays silent when the request is already crisp). Produces a confirmed brief.md artifact that downstream planning consumes, plus a readiness verdict (ready / ready-with-assumptions / blocked). Convergent and pre-plan: hands option-generation to /ideate, plan review to /critical, and scoring to /confidence. Use before autonomous work, before planning, or when a request feels underspecified. Triggers on "align on scope", "interview me", "clarify the request", "scope this", "scope alignment", "before we plan", "/interview".
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jasperpwang Bundle Notion Doc WorkflowNotion document and database workflow for reading, editing, structuring, and verifying pages used by research skills (paper cards, deep dives, surveys, meeting notes, bilingual archives). Use when the user provides a notion.so URL, names Notion as the destination, asks to create or update a Notion page/database, or research-doc-workflow routes a durable write to Notion. Applies Notion-native format deltas so Feishu/Obsidian syntax does not leak into reader-facing content.
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jasperpwang Bundle Paper Spine RewriteRewrites an existing manuscript from confirmed motivation, research, paragraph-level rationale, and evidence. (internal /paperspine step)
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jasperpwang Bundle Paper Spine CitationBuilds a citation support bank for Introduction, Discussion, and background claims. (internal /paperspine step)
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jasperpwang Bundle Paper Spine ResearchResearches target requirements, downloads reference materials, learns strong examples, and prepares motivation options. (internal /paperspine step)
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jasperpwang Bundle Academic Research SuiteCodex-native Academic Research Skills suite for deep research, academic paper writing, manuscript review, full research-to-paper pipelines, and experiment planning or validation. Use when the user asks for deep research, literature review, systematic review, meta-analysis, research question refinement, academic paper drafting, paper revision, citation or integrity checks, reviewer simulation, peer review, editorial decision letters, research-to-paper workflows, experiment execution planning, statistical interpretation, or human study protocol support. Also use for Claude-style ARS command aliases such as /ars-plan, ars-plan, /ars-outline, /ars-abstract, /ars-lit-review, /ars-citation-check, /ars-disclosure, /ars-format-convert, /ars-revision-coach, /ars-revision, and /ars-full. This skill vendors ARS role prompts, references, templates, and shared handoff schemas under ars/.
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jasperpwang Skill Intern Interview IntakeUse when collecting, OCRing, summarizing, routing, and cleaning up internship interview screenshots or research-intake screenshots from Photos albums such as Intern, Research Intake, or research intern related albums in WorldModelVault.
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jasperpwang Bundle Weekly Research SummaryCreate, update, or normalize the user's weekly research summary under the Week Summary hub (GPT weekly picks, paper notes, progress/plans, reflection). Use when the user asks for 周总结, 周报, weekly summary, GPT Weekly Pick, weekly paper pick, or to repair/normalize a dated Week Summary child page that contains GPT paste, broken formulas, or flat heading hierarchy.
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jasperpwang Skill Academic Research SkillsRouter for Academic Research Skills. Use for deep research, literature review, systematic review, academic-paper drafting, peer-review simulation, research-to-paper pipelines, claim/citation/integrity gates, experiment planning, or ARS-style workflows.
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product-on-purpose Bundle Summarize DocConverts a document into a summary. Use when the user asks about the document thing.
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daedalus Skill Approach ExtractorExtracts the reasoning behind a solved problem — not just the diff or the fix, but why that approach was chosen, what alternatives were rejected and why, and what generalizes. Use this any time a debugging session, code review, research task, proof attempt, or exploratory investigation reaches a resolution and the user wants it captured as a learnings note, not just closed out. Trigger on explicit requests ("write up what we learned", "extract the approach", "capture this as a pattern", "document the reasoning", "turn this into a note") AND proactively suggest it whenever a nontrivial fix or finding is about to be left undocumented — a solution without a learnings note is unfinished work.
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 hashtag-keyword-research, github-explorer, capital-allocation-framework. 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.