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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fakerqwq Bundle Social Science Paper WritingUse for social science academic paper drafting, outlining, diagnosis, review, and revision. Trigger for topic diagnosis, research question refinement, literature review planning, CNKI/Google Scholar literature search-to-Zotero workflows, structured paper reading notes, theoretical framework design, research design critique, draft review, section or paragraph revision, citation and evidence risk checking, causal-claim checking, and pre-submission review. Do not use for purely creative writing or non-academic editing.
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family3253 Bundle Academic Write All SkillUse when planning, ideating, checking novelty, outlining, drafting, revising, translating, reviewing, formatting, or preparing submission materials for an academic paper, thesis chapter, literature review, scoping review, systematic review, journal manuscript, or reviewer-response package. Especially useful when the user has scattered notes, partial sections, evidence gaps, target-journal constraints, reviewer comments, or needs a stage-based academic writing workflow with citation discipline, anti-hallucination safeguards, claim-to-evidence traceability, review-grade corpus gating, journal-fit triage, format-convert awareness, reviewer-response packaging, experiment-to-writing handoff, and re-review readiness checks.
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felipedeso7za4444 Bundle Scientific ThinkingUse when interpreting research findings, evaluating scientific evidence, analyzing mechanisms, comparing competing hypotheses, designing experiments, or constructing scientific arguments.
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fengyiqicoder Bundle M365 Meeting PrepUse when the user has a meeting coming up and wants to prepare. Triggers on "prep for my meeting", "what should I know about X before our call", "research these people", "I have a meeting with [Company/Person] tomorrow", "build my brief", "background check on the prospect", "what's our history with this customer". Also triggers when user mentions specific upcoming meetings, calendar reviews, or wants intelligence briefings before sales/customer/investor calls.
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bradautomates Bundle Content IdeasYour For You page for content creators. Scrapes tracked competitors across social media platforms, scores what's performing, and turns it into actionable, differentiated content ideas backed by real engagement data. Use this whenever the user wants competitor/creator research, a content feed or "for you" page, trending-topic ideas in their niche, to see what's working on social, to track what creators are posting, or to generate video/post briefs from what's performing — even if they don't say "find ideas." First run walks through setup.
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brain898 Bundle Write Competition Research Reports将真实问卷、访谈、观察、政策原文和案例材料转化为中文竞赛调研报告,支持材料清点与缺口诊断、正文起草、框架重构、逐章修改、证据审查、定稿前全文体检、评委视角评审和路演论证提炼。当用户正在处理一份基于实地或原始调研材料的挑战杯、三下乡、返乡社会实践、企业或产业走访、哲学社会科学类调查报告时使用。不要用于纯活动总结、无调研材料的政策综述、商业计划书、纯学术论文或与调研报告无关的普通对策讨论。
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breverdbidder Bundle Last30daysResearch a topic from the last 30 days. Also triggered by 'last30'. Sources: Reddit, X, YouTube, web. Become an expert and write copy-paste-ready prompts.
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jibbajabba Bundle UX Sentiment ResearchPulls UX sentiment and friction patterns about a specific company's product from public sources (G2, Capterra, App Stores, Reddit, YouTube, Glassdoor, targeted Google) and turns them into interview-ready talking points, improvement ideas, and questions. Use this whenever someone is preparing for a product or design interview at a specific company, wants to evaluate a product's UX maturity from outside, or asks any variant of "what do users say is broken about [product]," "research [company]'s UX before my interview," or "find the pain points in [product]." Also use when someone wants to demonstrate product judgment in writing (blog post, case study) about a product they don't work on. Trigger on phrases like "research [company] product," "what's the UX like at [company]," "prep for [company] interview," or any time a designer mentions an upcoming interview at a named company.
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joeseesun Bundle Qiaomu SkillsQiaomu Skills Collection - A curated suite of 19 AI-powered skills for content creation, research, design, and productivity. Use when user asks "qiaomu skills 有哪些", "安装乔木技能包", "show me qiaomu skills", or wants to explore available qiaomu tools. Provides categorized index and batch installation scripts.
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joeseesun Bundle Qiaomu WriterContent creation skill with web search, Qiaomu writing style, and AI-generated images. Use when user requests to write articles with specific style requirements, needs to research topics before writing, or wants automated image generation for articles. Triggers include phrases like "联网搜索...写一篇文章", "用乔木风格写", "写文章并配图". Also handles self-improving mode when user says "提取写作规则", "我改了这篇文章", "更新写作风格". Automatically handles entire workflow from research to final article with images.
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khazp Bundle Artbot CLIUse when operating the ArtBot CLI for local backend lifecycle, health checks, run creation, run inspection, replay debugging, review queue work, canaries, cleanup, or command-first automation. Prefer JSON-first commands, explicit subcommands, and non-TUI usage. Relevant terms include ArtBot CLI, artbot doctor, backend status, research artist, research work, runs show, runs watch, replay attempt, review queue, canaries, cleanup, and command-only automation.
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kingbootoshi Bundle Cursor CopilotSpawn and command Cursor Composer subagents through the local cursor-pilot tmux wrapper. Cursor Composer 2.5 Fast is a third subagent army alongside Codex and Opus - fast, cheap, good at bounded scoped work. Use when you want to delegate research (read-only exploration), implementation (scoped build/edit), or QA (browser-harness E2E testing) to Cursor while keeping your own context focused. On invocation pick a MODE - read references/research.md, references/implementation.md, or references/qa.md based on the task. When the user says "QA", "test", or "browser", load references/qa.md. When the user says "research", "explore", or "investigate", load references/research.md. When the user says "implement", "build", or "fix", load references/implementation.md.
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kjungit Skill Worklog QueryUse when the user asks about past Claude Code work in a way that goes beyond a single day -- "what did I do last week", "compare Tuesday and Thursday", "show me everything on project X this month", "when did I fix that redirect URI bug", "how much did I work on the auth stuff". Daily worklog entries (notes/{date}.md) are already generated automatically by hooks; this skill is only for custom, cross-day, cross-project, or tag-filtered queries against what has already been captured and summarized. It does not perform today's capture or summarization itself, and it cannot retroactively summarize a date that hasn't been processed yet -- if a date the user asks about has no notes/{date}.md, say so rather than fabricating content for it.
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kpab Skill Socratic ComprehensionA Socratic sparring partner that helps the user understand a difficult text, paper, or concept well enough to explain it in their own words. It does not summarize or ghost-write; it makes the user reconstruct the logic and pushes back on their wording. Use it whenever the user wants to understand, grok, or internalize something for themselves — e.g. "what does this mean", "I want to understand this myself", "help me make this click", "I want to organize this for my own use", "break this down for me", "I want to check that I really got it", or in Japanese 「これどういうこと」「自分のために理解したい」「腹落ちさせたい」「自分用にまとめたい」「噛み砕きたい」「ちゃんと分かったか確かめたい」. Also applies when working through papers, articles, hard concepts, or jargon. Do NOT use it when the user clearly wants a deliverable written for them ("summarize this", "write an article", "draft an explanation" / 「要約して」「記事にして」「説明文を書いて」) — in that case skip the method and confirm the goal (understanding vs. a deliverable) exactly once.
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ktaletsk Bundle SupercutTurn a long video into a short highlight reel. Given a path or URL to a video, supercut extracts the audio with ffmpeg, runs local speech-to-text with parakeet-mlx (default) or whisper, picks the most informative moments based on the transcript, and concatenates them into a single cut at the requested length. Invoke with /supercut when the user asks to "summarize a video", "make a highlight reel", "trim this recording down", or anything similar. Works on .mp4, .mov, .mkv, .webm, .m4v, YouTube URLs, and direct video URLs.
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kgraph57 Bundle Hbr Style VisualizationCreate sophisticated, editorial-style data visualizations and infographics in the signature style of the Harvard Business Review (HBR). Use when developing presentations for academic or executive audiences, creating figures for research papers or business articles, designing strategic frameworks and conceptual models, visualizing data for managerial reports, or communicating complex business insights with an authoritative, editorial tone.
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jy1529098645-gif Bundle Paper ReviewSimulate a full academic peer-review panel on a draft — examine a manuscript through five independent review lenses (significance, rigor & validity, evidence, argument, clarity), with the methodological criteria adapted to the paper type (CONSORT / STROBE / PRISMA / COREQ / Toulmin), a rebuttal round, a moderator, and a chief editor, then deliver a referee letter plus a scored verdict (Accept / Minor / Major Revision / Reject). Use this skill WHENEVER the user wants critical feedback on their own academic writing: "review my paper / essay / thesis chapter", "give me peer review on this draft", "is this ready to submit?", "what would a reviewer say about my manuscript", "critique my research proposal", or pastes a draft and asks how to improve it. Trigger even when the tool isn't named. Feedback is calibrated to the draft's stage (final / working / sketch / student) so a student essay isn't judged like a journal submission.
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jy1529098645-gif Bundle Synthesis LabWrite grounded academic and application documents from a set of source papers, with strict citation discipline — every specific claim traces to a real supplied paper and citations are cross-checked against those papers before delivery, not fabricated. Use this skill WHENEVER the user wants to draft scholarly or application writing from sources: a literature review, theoretical framework, research proposal, introduction, discussion, conclusion, abstract, or academic essay — or a personal statement / statement of purpose (PhD, grad, study-abroad application) or résumé/CV. Trigger on phrasing like "help me write the lit review for ...", "draft the discussion section from these papers", "write my statement of purpose", "turn these sources into a research proposal", even when the tool isn't named. The defining value is citation grounding: no invented authors, years, or findings.
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kangraemin Skill Collect⚠️ DEPRECATED — 이 스킬은 더 이상 사용하지 않는다. 수집/스크리닝/요약/번역은 기존 API 스크립트(collect-papers.ts, collect-community.ts, summarize.ts, digest-community.ts, translate.ts)를 직접 실행한다. 아래 내용은 레거시 참고용으로만 보존.
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kappaemme-git Bundle Startup Channel FinderFind, verify, rank, and plan the best current channels to launch a startup using public evidence about audience fit, problem relevance, channel activity, promotion rules, timing, and effort. Use when Codex needs to decide where to launch a startup, SaaS, app, developer tool, open-source project, waitlist, beta, or new feature; research relevant communities, forums, directories, newsletters, marketplaces, and launch platforms; prepare channel-specific launch drafts; or create a sourced seven-day distribution plan without posting automatically.
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kasparovabi Bundle Mythos ScaffoldPush Opus 4.x-class and smaller models toward Mythos/Fable-grade agentic behavior. Kernel of Fable-distilled patterns (decomposition, verification, next-action, context economy) plus demand-loaded skills, persistent mission files, named sub-agents, enforcement hooks, and domain modes (research, migration). Use when starting complex multi-step work, long-horizon tasks, or anything needing systematic persistence and verification. Do NOT fully load on Claude 5 models (Fable 5 / Mythos 5 / Opus 5 and later); over-scaffolding degrades them.
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kearril Skill RimsearcherUse for RimWorld mod development, including Def data analysis, C# type and source investigation, Harmony patching, API migration, mod compatibility, and gameplay-mechanic research. Use rimsearcher for Def data and DecompilerServer for real game or mod assembly evidence when relevant.
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keepongo Bundle Multi Video SummarizerSummarize video/audio content from multiple platforms into structured notes with keyframe screenshots. Supports Bilibili (B站), YouTube, Douyin (抖音), Xiaohongshu (小红书), TikTok, and 1800+ sites via yt-dlp. Triggers on video URLs from any of these platforms, or Chinese requests like '总结视频', '视频笔记', '视频内容'. Detects URLs containing bilibili.com, youtube.com, youtu.be, douyin.com, xiaohongshu.com, tiktok.com, and more.
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kesslerio Bundle Finance NewsMarket news briefings with AI summaries and price alerts. Aggregates headlines from US/Europe/Japan markets. Use when: 'stock news', 'market updates', 'morning briefing', 'evening market wrap', 'financial headlines', 'price alerts', 'what happened in the market'. Supports WhatsApp delivery and English/German output. NOT for fundamental analysis or scoring (use equity-research). NOT for raw financial data queries (use openbb).
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levineam Bundle Lastxdays SkilllastXdays: Research Any Topic from a Custom Time Range
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lighteternal Bundle JuryEvidence-grounded decision and problem-solving council that combines user-provided materials with mandatory fresh internet research. Use when Codex must answer an assignment/question, compare options, choose a strategy, or critique a plan using multi-source evidence. Enforces role-based challenge, broad-then-specialized searches, explicit assumptions, confidence levels, clear citations, live intermediate updates, and saved round artifacts in the invoking repository.
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liuxiangjian-ai Bundle Reference CheckerExhaustively verify English and Chinese manuscript references before journal submission. Use when checking whether references are real, accurate, complete, traceable, and formatted consistently. Uses DOI/PubMed/Crossref/publisher checks for English/international references, and uses Chinese-title-first CNKI/Wanfang/VIP/official-source checks for Chinese references. DOI is optional for Chinese references and must not be required unless the target citation style explicitly requires it.
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lxgicstudios Bundle Diff SummarySummarize git diffs in plain English
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lyra81604 Bundle Zhengxi Views郑希观点库——基于易方达基金经理郑希 2012–2026 年全部公开观点原文语料,外加从语料蒸馏、有本人原话佐证的郑希投资方法的可溯源 research skill。能做: (1) 溯源问答——他怎么看 AI算力/光通信/新能源/半导体/ROE 等,引用其原话作答; (2) 讲解他的投资方法/框架/选股逻辑;(3) 前瞻应用——用他的方法分析当下任意主题/行业/个股,语料没谈过也能据框架推演; (4) 风格化点评——用他季报/手记的口吻写市场点评、季度展望; (5) 言行对照——用他全部基金真实数据(季度持仓/净值/业绩/规模/任职回报)核对"说的"与"买的",或答他的业绩/重仓/规模; (6) 全市场查询对比——内置约 2.7 万只基金列表,按需抓任意基金真实数据做查询或与郑希对比; (7) 郑希框架评分——给一只基金按他的方法打分(多像郑希会买的)。 When the user mentions 郑希/易方达郑希/zhengxi, asks his view on a sector/stock/theme, his 投资方法/框架/选股/风格/持仓/业绩/净值/规模, wants to apply his approach, a commentary 用郑希口吻, to check words vs holdings, or to look up/compare/score ANY China mutual fund (任意基金/某基金经理/同类对比/给基金打分)——use this skill, even if they don't say "skill", even if the topic isn't in his corpus (fall back to his method). 引用忠于原文、不杜撰;推演与原话区分。研究学习辅助,非投资建议。
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m13v Skill Vipassana MatchingFull Practice Buddy matching workflow for vipassana.cool — check submissions, research candidates, identify matches, send intro emails, and manage the waitlist
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madarco Skill Domain ResearcherFind the perfect available domain name for a product idea. Researches competitors, generates name theses, checks availability in parallel, and ranks the best options. Use when the user wants to find, brainstorm, or research domain names.
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maher-naija-pro Skill ResearcherUse when the user asks to research a problem, find solutions, compare approaches, or investigate a technical topic by searching the internet and organizing findings into structured directories.
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ljx-chase Bundle Field OnboardingGuide a researcher step by step into an unfamiliar research field, or decode a paper, abstract, figure caption, or referee comment they cannot parse. Builds understanding in rungs (motivation, vocabulary, core framework, methods, frontier), anchored to what the user already knows, with a checkpoint before each advance. Use when the user says they are new to a field, asks what a research area or method is, says an explanation was too technical, asks to be walked through something step by step, asks for a reading path, or supplies dense research text. Trigger even when the user only names an unfamiliar field or pastes an abstract without asking to be taught. Also trigger in other languages, including Chinese such as 入门, 一步一步讲, 看不懂, 这篇论文讲什么, 帮我理解这个领域. Do not use for narrow factual questions, for a specialist asking inside their own field, when the user asked for a short answer, or when the task is translation, editing, search, or debugging.
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lucadominguez Bundle Acevedo Modern PokerKnowledge base from "Modern Poker Theory" by Michael Acevedo. Use when applying GTO frameworks for pre-flop strategy, post-flop play, MTT tournament strategy, equity analysis, range construction, bet-sizing, or exploitative adjustments.
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lwx-cloud Bundle Entgo SkillsComprehensive knowledge base for entgo.io - Go's entity framework for building and maintaining applications with large data models. **Use this skill when:** - Defining database schemas with type-safe ORM - Building CRUD operations with complex relationships - Implementing database hooks and privacy policies - Managing database migrations with Atlas - Optimizing queries with eager loading and pagination - Setting up multi-tenant data access control **Features:** - Complete schema definition patterns (fields, edges, indexes, mixins) - Type-safe CRUD with generated code - Advanced query patterns (predicates, aggregation, traversal) - Production patterns (hooks, privacy, soft delete) - Migration strategies (auto and versioned)
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lwx-cloud Bundle Protovalidate SkillsComprehensive knowledge base for buf.validate/protovalidate - Protocol Buffer validation library. Use for adding validation rules to proto fields, writing CEL expressions, custom error messages, and framework integration.
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 social-science-paper-writing, academic-write-all-skill, scientific-thinking. 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.