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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hebertzhu Bundle SentryUse when the user wants to inspect Sentry issues or events, summarize recent production errors, or pull basic Sentry health data; prefer the current host's Sentry connector when available, otherwise use the bundled read-only API helper with `SENTRY_AUTH_TOKEN`.
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xyva-yuangui Bundle Research Suite🔍 Research Suite v3.0 — Perplexity 级融合深度搜索引擎
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brainally Skill User InterviewSystematically process user interviews to extract actionable insights. Batch processes interviews and generates research reports.
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brainally Skill User Research SynthesisTurn user interviews into actionable insights. Advanced synthesis techniques and frameworks.
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alebgl77 Skill Draft OutreachWrites personalised cold outreach — first-touch email or DM plus a 3-step follow-up sequence — grounded in real research, with subject-line variants. Use when the user says "write a cold email", "reach out to this prospect", "draft outreach to X", or after account-research produces a PURSUE verdict.
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alebgl77 Skill Account ResearchResearches a company or person and returns actionable sales intel — what they do, recent signals, likely pains, entry angle and talk tracks. Use when the user says "research this company", "who is this prospect", "intel on X before I reach out", or before any outreach, call or proposal targeting a specific account.
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codejunkie99 Skill Gf SummarySummarize Verilator, lint, or simulation output into a readable, actionable format. Use when the user wants to understand build output, lint errors, or simulation results from a Verilator or EDA tool run.
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liangdabiao Bundle Amazon One Shot一站式深度亚马逊产品调研。分析任意ASIN,生成9份综合报告:产品信息提取、关键词研究、竞品分析、评论深度分析(需要登录以获得最佳结果)、销售/收入估算、listing优化审计、图片策略、可复用的listing模板和产品选品可行性评分。当用户提供亚马逊ASIN、产品URL或说'深度调研'/'深度分析'/'调研'/'product research'/'选品分析'时使用此技能。也适用于'analyze this product'、'what do you think of this listing'、'competitive analysis'、'review analysis'等短语,或任何涉及亚马逊产品情报的请求。
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liangdabiao Bundle Amazon Store Research对任何亚马逊卖家店铺进行全面的深度研究。当用户提供店铺URL时使用此skill,包括研究亚马逊店铺、分析卖家 storefront、 调查亚马逊品牌、研究竞品店铺,或提供亚马逊店铺URL(amazon.com/stores/...)。也可在以下请求时触发: "调研这个亚马逊店铺"、"分析这个Amazon卖家"、"深度调研Amazon店铺"、"分析亚马逊品牌店铺"、 "Amazon店铺调研"、"调研这个卖家"、"分析竞争对手店铺",或任何研究/分析/调查亚马逊卖家店铺或品牌 storefront 的请求。
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arcasilesgroup Skill AI Spec DraftProduces a 14-section spec brief in `.ai-engineering/specs/drafts/<topic>-brief.md` so an operator can hand off a fully-researched problem statement to `/ai-brainstorm`. Trigger for 'draft a spec brief', 'put together a one-pager for this idea', 'research and write up the problem before brainstorming', 'capture the diagnostic for this work'. Not for executing the spec (use /ai-brainstorm → /ai-plan → /ai-build); not for ad-hoc notes (use /ai-note).
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steffen025 Bundle ResearchComprehensive research and content extraction. USE WHEN research, investigate, extract wisdom, analyze content. For OSINT use OSINT skill.
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steffen025 Skill InvestigationInvestigation and research skills. USE WHEN investigate, research person, company intel, due diligence, OSINT, background check.
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steffen025 Bundle OsintOpen source intelligence gathering. USE WHEN OSINT, due diligence, background check, research person, company intel, investigate. SkillSearch('osint') for docs.
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jasperpwang Skill Nature SkillsRouter for the installed Nature-style academic workflow suite. Use when the user asks for Nature-Skills, Nature/Science/Cell style writing, high-impact journal figures, academic polishing, reviewer response, data availability, citation support, full-paper reading, paper-to-PPT, or patent drafting.
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ocean326 Skill ResultGet completed research task result by run ID
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ocean326 Skill StatusCheck running research task status by run ID
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ocean326 Bundle Ocean BuddyApply Ocean's evidence-shaped operating constraints and taste to planning, critique, research shaping, governance, and delivery. Use when work should stay exact in scope, evidence-first, local-artifact-first, stage-ordered, traceable, and conservatively verified. Best for proposal shaping, skill or system design, repo workflow decisions, research planning, and turning vague asks into bounded next actions without impersonation or invented private beliefs.
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ocean326 Bundle Proposal SynthesisGenerate 2-5 structured candidate proposal briefs from a vague goal, problem, or opportunity, then synthesize them into a critique-ready recommendation packet. Use when the user needs blank-page ideation to become multiple complete proposals across research, development, product, or general problem-solving, especially before `proposal-critique-refine`, when several materially different options should be compared, or when bounded subagent divergence would improve coverage.
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ocean326 Skill Parallel Web SearchDEFAULT for all research and web queries. Use for any lookup, research, investigation, or question needing current info. Fast and cost-effective. Only use parallel-deep-research if user explicitly requests 'deep' or 'exhaustive' research.
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ocean326 Bundle Research Flow Navigator面向 AI 研究流程的总入口路由器,覆盖读论文、想法澄清、实验设计、结果分析和论文写作。当下一步不明确、任务跨越多个阶段,或 Codex 需要协调完整的深度学习与序列表征学习研究链路时使用。
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ocean326 Bundle Research Idea Clarifier将模糊的 AI、深度学习和序列表征学习想法整理成更清晰的目标、假设、可检验命题、对比维度和最小可行实验。当用户只有粗糙 idea、半成型方法或零散笔记,需要把它们变成研究方向时使用。
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ocean326 Bundle Research Supplement Digestion消化 AI 和深度学习论文中的 appendix、补充材料、长表格、实现细节和隐藏实验设置。当正文写得不够清楚,或 Codex 需要复现关键细节、消融设置、面向审稿人的补充证据时使用。
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ocean326 Bundle Research Paper Reading Compass深度阅读 AI、深度学习和序列表示学习论文,结构化提取问题定义、核心主张、模型结构、训练目标、数据集、基线、消融和失败模式。当 Codex 需要读论文、比较多篇工作,或在立题、实验、写作前整理研究笔记时使用。
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ocean326 Bundle Research Experiment Design Planner为 AI 研究规划考虑算力约束的实验方案,包括数据集、划分、基线、指标、消融和成功标准。当 Codex 需要把一个 idea 变成可执行的深度学习或序列表征学习实验计划时使用。
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ocean326 Bundle Research Training And Ablation Loop分析 AI、深度学习和序列表征学习任务中的训练过程、消融结果、评测表格和失败模式。当 Codex 需要解释模型行为、排序下一步实验,或把 runs 总结成清晰结论时使用。
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ocean326 Bundle Transferrec Literature ChainTransfer_Recovery 专用文献链入口。用于先查询仓库内已有 trajectory paper library,再按需调用 DeepXiv 或通用文献获取链补位,并把新材料回写到当前项目的 progressive-access 文档库中。
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yogsoth-ai Bundle Question FramingFill a slot-based question-framing schema (PICO, PECO, or SPIDER) from a paper's stated research question. Use this whenever the user wants a paper's research question structured into one of these standard clinical/qualitative-research question frames; this frames what question is being asked, it does not read or evaluate the paper's content otherwise.
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yogsoth-ai Bundle Research Question AppraisalJudge a paper's stated research question against the FINER criteria (Feasible, Interesting, Novel, Ethical, Relevant) — five independent judgments with justification, evaluating the question itself, not the paper's results. Use this whenever the user wants to know whether a paper is asking a good research question, distinct from whether it answered that question well.
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yogsoth-ai Bundle Post Write Drift CheckBack-summarize the finished article draft and diff it against the already-verified bundle to catch drift (new errors or omissions introduced during drafting/styling) — even when the bundle itself already passed precision and recall checks. Use this immediately after any drafting sop (section-drafting-with-style, or any future content-faithful/hybrid drafting sop) produces an article_draft, before considering the article final. Shared by both quality-assurance and audience-first-writing.
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yogsoth-ai Bundle Pre Write Precision CheckIndependently fact-check every claim in a paper's bundle against the raw source text (Factored Verification method), flagging any claim the source doesn't actually support at a correctness score below 0.8. Use this before any article drafting begins, immediately after extract-structured-bundle produces the bundle — never skip this even if the bundle looks obviously correct, since research shows even top models hallucinate subtly when summarizing papers.
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t0ddharris Bundle GranolaPull meeting notes from Granola. Use when the user mentions 'Granola,' 'meeting notes,' 'pull notes from a meeting,' 'grab meeting notes,' or wants to import meeting context for content creation, brain file updates, or case study research.
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t0ddharris Bundle Lookalike ContentAnalyse a data dump of posts to find patterns in what's working, create a winning content profile, then generate 10 content ideas that match those patterns using external research. Use this skill when the user wants to find content patterns, analyse what's working in their content, reverse-engineer successful posts, find lookalike content ideas, or generate ideas based on proven patterns. Also trigger when the user mentions 'what's working in my content', 'find patterns', 'lookalike content', 'content ideas based on what works', 'analyse my posts', or 'reverse engineer my best content'.
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liujiayi3703 Bundle Serenity AlphaUse when the user wants Serenity-style alpha research that converts market-moving news, product launches, procurement signals, supply-chain changes, or earnings-call clues into investable hypotheses, small-cap beneficiaries, financial-statement transmission paths, validation metrics, downside risks, and position-sizing conditions.
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liujiayi3703 Bundle Academic Research SuiteUse when the user asks for academic research tasks: deep research, literature review, systematic review, meta-analysis, research question refinement, academic paper drafting or revision, citation checks, peer review, editorial decisions, research-to-paper pipelines, experiment planning, statistical interpretation, or human study protocol support. Also trigger on ARS aliases such as ars-plan, ars-outline, ars-lit-review, ars-reviewer, and ars-full.
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liujiayi3703 Bundle Buy Side Equity Research MemoUse when the user provides a ticker or listed company and wants a source-backed buy-side equity memo, investment committee note, deep stock analysis, target-price scenarios, SEC/IR financial analysis, industry chain, competition, valuation, catalysts, risks, or monitoring dashboard.
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ootto-ai Skill Content ResearchTurn Claude into a content research machine for any niche. Point it at any creator or account and it pulls their posts, finds the exact ones that blew up (the outliers), then breaks down WHY — the hook, the format, and the retention patterns — and surfaces the repeatable playbook you can copy. Use when the user says "research this niche", "what's working for @account", "find what's going viral in [niche]", "what should I post about", "study this creator", or wants a content strategy grounded in real data instead of guessing.
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 sentry, research-suite, user-interview. 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.