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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vikynofebriputra-creator Bundle Paper Research 2paper-research
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calle-ai Bundle Research Gap Call Verifier 2Turn cited business research into a bounded, approval-gated phone-call plan that asks only unresolved factual questions, then reconcile CALL-E-compatible results without treating voicemail, refusal, ambiguity, or failure as confirmation. Use when web research has produced a shortlist but availability, pricing, policies, or scheduling still require a disclosed call to a published business number.
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eugenelim Bundle Work Loop 2Use when implementing or resuming a non-trivial repository change: a feature, behavior-changing fix, refactor, migration, framework or dependency upgrade, schema or API change, performance work, infrastructure or build-system change, reversion, or an existing build spec under `docs/specs/`. Also use for bare continuation commands ('resume', 'continue', 'keep going', 'pick up where I left off', 'let's get going') when conversation or workspace context identifies active build work. Do not use for shaping, research, strategy, product planning, design exploration, monitoring or status-only work, review-only, explanation-only, specification-authoring-only, spike-only or throwaway exploration, or trivial edits that are cosmetic, tightly local, behavior-preserving, and have obvious verification.
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jeremylongshore Skill Nixtla Research Assistant 2Research and summarize Nixtla ecosystem updates and time-series forecasting content from the web and GitHub. Use when gathering release notes, recent changes, or best-practice references. Trigger with "Nixtla updates", "what's new with TimeGPT", or "find time-series papers".
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emaraschio Bundle Pathfinder 2Map the fog of war before building. Given a project goal and known context, separate decisions already fixed from open decision frontiers and fog-of-war unknowns, tag each unknown with a next move (research, prototype, ask an expert, user test, or delegate), and lay out parallel work tracks plus the next three actions. Plan-only, no execution in the same turn. Use for pathfinder, decision mapping, fog of war, or planning a greenfield or messy project before the next step feels obvious but undercooked.
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angelburgosrosado Skill Scrapling 2Web scraping with Scrapling - HTTP fetching, stealth browser automation, Cloudflare bypass, and spider crawling via CLI and Python.
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angelburgosrosado Skill Siyuan 2SiYuan Note API for searching, reading, creating, and managing blocks and documents in a self-hosted knowledge base via curl.
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angelburgosrosado Bundle Duckduckgo Search 2Free web search via DuckDuckGo — text, news, images, videos. No API key needed. Prefer the `ddgs` CLI when installed; use the Python DDGS library only after verifying that `ddgs` is available in the current runtime.
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angelburgosrosado Bundle Gitnexus Explorer 2Index a codebase with GitNexus and serve an interactive knowledge graph via web UI + Cloudflare tunnel.
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aresbit Bundle Book Ideation 2Develop raw book ideas into structured nonfiction book concepts. Use when the user wants to develop a book idea, has brainstorm documents to refine into a book concept, wants to articulate a book's thesis/promise/reader/transformation, or needs to prepare a book concept for validation and market research. Nonfiction only. Produces a Book Concept Document with all elements needed for downstream skills (idea-validator, market-research, book-architect).
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aresbit Bundle Book Research Assistant 2Plan, orchestrate, and validate deep research for nonfiction books. Use when an author has completed book architecture and needs to fill research gaps before outlining chapters. Triggers include requests to plan research, generate research prompts, validate research quality, or prepare for drafting. This skill does everything around deep research—planning, prompting, validating, synthesizing—but the actual research execution happens externally via Claude and Gemini deep research. Requires upstream documents from book-architect (Research Gaps Document, Master Architecture Document, Section Blueprints) and book-ideation (Book Concept Document).
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first-fluke Bundle Oma Search 2Intent-based search router with trust scoring. Routes queries to optimal channels (Context7 docs, native web search, gh/glab code search, configured local code intelligence) and attaches domain trust labels. Use for search, find, lookup, reference, docs, code search, and web research.
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first-fluke Bundle Oma Scholar 2Scholarly research companion using Knows sidecar spec (.knows.yaml). Generates, validates, reviews, queries, and compares structured research-paper sidecars, and fetches them from knows.academy. Use for academic literature search, survey synthesis, paper authoring assistance, and peer review with token-efficient claim/evidence/relation access.
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justcyl Bundle Research Refine 2Turn a vague research direction into a problem-anchored, elegant, frontier-aware, implementation-oriented method plan via iterative GPT-5.4 review. Use when the user says "refine my approach", "帮我细化方案", "decompose this problem", "打磨idea", "refine research plan", "细化研究方案", or wants a concrete research method that stays simple, focused, and top-venue ready instead of a vague or overbuilt idea.
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alivirgo Skill Summarize Meetings Into Decisions 2How to extract high-signal Decision Records and rationale from messy meeting transcripts, filtering out 90% of chronological conversational chatter.
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lobbi-docs Skill Research Routing 2Research Tool Routing
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manusco Skill Market Research 2<!-- Generated by Resonance Forge. -->
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caixinyu2017-star Bundle Light Citation 2论文引用规划、审查与多格式生成。当用户需要处理参考文献、引用、bibtex 时使用。审查引用的关联度、真实性、权威性、时效性、数量、中外占比,是否引用了经典/最新/代表性/对比工作。避免虚假引用、过度引用、无关引用、堆砌、遗漏关键文献、低质量来源、引用与正文不匹配。生成 BibTeX/EndNote/GB-T 7714/APA/IEEE 等格式并按目标 venue 调整。
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caixinyu2017-star Bundle Light Research Plan 2对已确认可行的 idea 制定极其详细的研究方案、实验设计与执行规划。当用户的 idea 已通过 m04 审查、需要把 idea 拆成可执行可复现的完整科研流程时使用。覆盖研究目标、技术路线、数据流程、实验/消融/敏感性/鲁棒性/显著性检验、时间安排、风险与备选,并保证全程可复现。
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cslawyer1985 Bundle Case Research 2中国财税法律案例与法规检索助手。当用户需要检索税务相关判例、行政复议决定、税收法规政策、国家税务总局公告、各地税务实践案例,或需要查找类似税务争议案例时,应使用本 Skill。适用于税务争议应对、税务筹划合规性验证、法律研究等场景。
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caixinyu2017-star Bundle Light Research Ethics 2科研伦理、学术规范与风险审查。在所有科研任务中默认检查学术不端、数据造假、图片重复使用、引用不规范、隐私泄露、版权、结论夸大、过度包装、论文代写、专利权属、软著材料不真实等风险(常驻,所有任务后台生效)。对论文、项目、软著、专利与比赛材料做合规审查,确保内容真实、规范、可解释、可追溯。
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caixinyu2017-star Bundle Light Literature Search 2强大地搜索并规范化整理科研资料。当用户需要调研某研究方向、找文献综述、了解某领域有哪些工作、搜集中英文论文/专利/标准/政策/数据集/开源项目/竞赛方案/行业报告/技术博客/官方文档时使用。不只罗列结果,而是筛选去重分类、判断可信度与重要性,整理为文献表、研究脉络、代表方法、优缺点对比与可复用资源。
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caixinyu2017-star Bundle Command Development 2This skill should be used when the user asks to "create a slash command", "add a command", "write a custom command", "define command arguments", "use command frontmatter", "organize commands", "create command with file references", "interactive command", "use AskUserQuestion in command", or needs guidance on slash command structure, YAML frontmatter fields, dynamic arguments, bash execution in commands, user interaction patterns, or command development best practices for Claude Code.
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zaxbyhub Skill Council 2Full execution protocol for MODE: COUNCIL -- General Council research, parallel member dispatch, disagreement handling, and synthesis.
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imbue-ai Skill Do Something New 2Use immediately when the user asks you to do something net-new -- a task you haven't done before, no existing skill or app applies, and getting it right will require nontrivial research, exploration, or experimentation. Routes the request to the right interactive flow. When doing this, give a very short confirmation message to the user's request, then load this immediately before responding further. Your confirmation message shouldn't mention loading the skill. Skip when an applicable skill or app already exists or for pure dev/code-writing work.
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imbue-ai Skill Fetch Process Show 2Fetch data from somewhere (an external service, an API, a third-party source, uploaded data) validating auth, process it, and show it to the user -- the "go get all this stuff, do something to it, and put it in front of me" task. Use when the ask is to retrieve real data or process real data the user uploaded, transform/summarize/classify it, and surface the result.
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imbue-ai Bundle Crystallize Creation 2Promote the just-finished work into a new, reusable, committed, tested skill. Use when that process would recur with new inputs -- especially something you figured out through research or debugging -- or when the user says 'crystallize this'.
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dyoshikawa Skill Diff Analyze 2Analyze the differences between the current branch and origin/main, and summarize the current work progress
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dyoshikawa Skill Release Dry Run 2Dry run for release: summarize changes since last release and suggest version bump.
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frankxai Skill Arcanea Deep Work 2Master the art of focused, distraction-free work. Enter flow states reliably, protect your attention, and produce your best work consistently. Based on Cal Newport's research and extended with Arcanea philosophy.
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anantha-236 Skill Market Research 2进行市场研究、竞争分析、投资者尽职调查和行业情报,附带来源归属和决策导向的摘要。适用于用户需要市场规模、竞争对手比较、基金研究、技术扫描或为商业决策提供信息的研究时。
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infometa Bundle A Stock Data 2A股全栈数据工具包 — 覆盖行情(mootdx+腾讯+百度K线)、研报(东财+同花顺+iwencai)、信号(同花顺热点+北向+龙虎榜+解禁+行业)、资金面(融资融券+大宗交易+股东户数+分红+资金流分钟级+资金流120日)、新闻(东财个股+全球资讯)、基础数据(mootdx财务/F10+东财+新浪三表)、公告(巨潮)、打板(涨停池/连板梯队/炸板率/跌停)、ETF期权(T型报价/希腊字母/IV)、舆情互动(互动易问答/热榜/人气榜)十层数据源,内嵌全部调用代码,自包含零依赖外部文件。优先用通达信(mootdx)/腾讯(不封IP),东财接口已内置限流防封。适用于个股估值、研报检索、题材归因、龙虎榜跟踪、解禁预警、行业轮动、融资融券跟踪、筹码分析、产业链调研、批量筛选、打板情绪跟踪、ETF期权策略、投资者互动问答、市场热度选题等场景。
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linehaul-ai Skill Wiki Researcher 2Conducts multi-turn iterative deep research on specific topics within a codebase with zero tolerance for shallow analysis. Use when the user wants an in-depth investigation, needs to understand how something works across multiple files, or asks for comprehensive analysis of a specific system or pattern.
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rudironsoni Skill Orlix Dynamic Workflows 2Use when Orlix work benefits from explicit workflow packets, authorized subagent orchestration, or independent research, implementation, test, and review tracks.
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skillsdirectory Skill Market Research Analyst 2Expert market research analyst who performs deep competitive analysis, trend forecasting, TAM/SAM/SOM sizing, and customer persona development. Use when analyzing markets, researching competitors, or validating business ideas.
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ericgandrade Bundle Deep Research 2This skill should be used when the user needs deep, multi-step web research with source synthesis, citations, skeptical evidence evaluation, confidence/gap analysis, and optional dense/frontier research using parallel agents.
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 paper-research, research-gap-call-verifier, work-loop. 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.