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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jangviktor-web Skill Skill 8上传调研笔记或录音转写 → 整理为标准化调研纪要,提取核心信息、关键数据点和投资要点。 触发词:"调研纪要"、"纪要整理"、"帮我整理调研笔记"、"电话会纪要"、"调研记录"、 "专家访谈纪要"、"会议纪要整理"、"录音整理"、"调研笔记"。
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pipixia-labs Bundle Planning With FilesImplements Manus-style file-based planning to organize and track progress on complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when asked to plan out, break down, or organize a multi-step project, research task, or any work requiring >5 tool calls. Supports automatic session recovery after /clear.
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wenyuchiou Bundle Literature Triage MatrixTurn a list of papers (Zotero collection, Obsidian cluster, manual list) into a compact comparison matrix written to .research/literature_matrix.md, instead of generic per-paper summaries. Use when the user asks to "make a literature matrix", "compare these papers by method/data/limitations", or "decide which papers are central to my review". If the user says "extract the claims from these papers": cross-paper comparison matrix → this skill; claims from their own manuscript draft → `paper-memory-builder`; per-cited-paper Key Findings → `paper-summarize`. This skill compares a KNOWN paper set; to turn a research area into a go/no-go decision on a candidate thesis/proposal topic, use `gap-to-topic`.
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hikaruegashira Skill Memory ManagementTwo-tier memory system that makes Claude a true workplace collaborator. Decodes shorthand, acronyms, nicknames, and internal language so Claude understands requests like a colleague would. CLAUDE.md for working memory, memory/ directory for the full knowledge base.
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pymc-labs Skill Research 2Structure a research based on the user request. Identify what must change in order to complete the task.
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pymc-labs Skill Make Plan 2Create a plan based on document research through an interactive, iterative process.
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yniantongtian-oss Bundle Nature CitationAdd strict Nature/CNS citations to manuscript text by splitting long passages into citable segments, searching only accepted flagship and subjournal titles from Nature Portfolio, the AAAS Science family, and Cell Press, filtering by publication time range, and exporting one reference-manager-ready output by default. Use this skill whenever the user asks to input text and automatically get references, add citations to a paragraph/manuscript, find Nature-series or CNS support for statements, create text-to-reference correspondence, "分段引用", "自动给出引用", "Nature系列引用", "CNS及子刊", "支撑文献", "补引用", "找引用", or export EndNote/RIS/ENW/Zotero RDF.
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tyrchen Bundle Pr Review 2Summarize PR impact using repoctl affected data, risk flags, and graph diagnostics.
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payals Bundle Data Processing Ray DataRay Data - Scalable ML Data Processing
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payals Bundle Distributed Training Ray TrainRay Train - Distributed Training Orchestration
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0rcaaa Skill SummarizeSummarize or extract text/transcripts from URLs, podcasts, and local files (great fallback for “transcribe this YouTube/video”).
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civic-skills-lab Bundle Public Speeches 2This skill guides preparation of a public speech as a civil-resistance communication tactic. Consult when a user asks to "prepare a public speech", "decide what this speech should include", "research context for a speech", "build a speech brief", "draft a public speech", "apply this tactic", "produce a final speech package", or reduce legal, narrative, and amplification risk around public oratory.
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whoami-wiki Bundle Editorial Guide 2Editorial standards, page conventions, citation system, and talk page structure for whoami.wiki. Use when writing, reviewing, or editing wiki pages.
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whoami-wiki Skill Editorial Guide 3Editorial standards, page conventions, citation system, and talk page structure for whoami.wiki. Use when writing, reviewing, or editing wiki pages.
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weizhena Skill Research Add Items 2Add items (research objects) to existing research outline.
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mo7yw4ng Bundle Professor Fit Analyzeranalyze a professor from google scholar, publication lists, personal websites, lab pages, and field-specific bibliographic databases (e.g., DBLP, PubMed, SSRN, PhilPapers, MathSciNet, arXiv, Scopus) to evaluate research strength, mentoring quality, collaboration network, lab resources, research taxonomy, future directions, applicant fit, outreach emails, and interview strategy. designed for students at all levels — PhD applicants, master's students, and undergraduate researchers (capstone/thesis/independent study) — across all academic disciplines. use when the user wants to assess whether a professor or lab is worth applying to, compare advisors, prepare a cold email, find a thesis or capstone advisor, infer future research openings, or build a structured dossier from public academic evidence.
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pzy2000 Skill SummarizeSummarize or extract text/transcripts from URLs, podcasts, and local files (great fallback for “transcribe this YouTube/video”).
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liangdabiao Skill Company Research 2Company research using Exa search. Finds company info, competitors, news, tweets, financials, LinkedIn profiles, builds company lists.
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liangdabiao Skill Company Research 3Company research using Exa search. Finds company info, competitors, news, tweets, financials, LinkedIn profiles, builds company lists.
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liangdabiao Skill Foreign Trade Research 2深度外贸市场调研技能。对目标国家+产品领域进行全面竞争对手分析,覆盖品牌商、制造商、经销商,生成含市场格局、定价策略、渠道分析和进入建议的完整调研报告。
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loopade Skill NewsLook up the latest news for the user from specified news sites. Provides authoritative URLs for politics, finance, society, world, tech, sports, and entertainment. Use browser_use to open each URL and snapshot to get content, then summarize for the user.
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clownware Bundle Product Flow 2Map user flows, define screens and states, plan prototype scope, design test questions, and synthesize test results. Covers Phases 04-06 of the UX research workflow. Use when the user has a solution concept and hypothesis and wants to plan flows, scope a prototype, or analyze user-testing results.
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clownware Bundle Product Ideation 2Guide early-stage product exploration from vague idea through problem definition, objectives, solution concept, and testable hypothesis. Covers Phases 00-03 of the UX research workflow. Use when the user wants to explore a product idea, define a problem worth solving, or turn a rough concept into a falsifiable hypothesis.
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qiusuo0226 Bundle Job Research Analyst 2求职信息调研与职业决策分析。根据目标国家/城市、平台、公司、岗位方向、学历、经验年限、行业偏好等,检索公开来源,整理岗位薪资、公司规模、扩张/收缩信号、员工工作体验,并产出公司深度介绍、岗位薪资与福利待遇对比、员工评价与风险提示。只产出可核实信息,不编造,不把单一个人言论当事实,不把招聘平台样本误写成全市场结论。触发:XX公司怎么样、XX岗位薪资多少、帮我调研几家目标公司、跳槽选哪家、公司深度调研、薪资福利对比、员工评价、求职调研、职业决策、帮我看看这几家公司、这个岗位值不值得去。Use when the user runs /job-research-analyst.
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hkphysics Bundle Statistical AnalysisGuided statistical analysis with test selection and reporting. Use when you need help choosing appropriate tests for your data, assumption checking, power analysis, and APA-formatted results. Best for academic research reporting, test selection guidance. For implementing specific models programmatically use statsmodels.
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aiscientists-dev Bundle Academic HumanizerImprove the clarity and voice of AI-assisted academic writing (papers, theses, rebuttals) and funding proposals (NSF Project Summary/Description, NIH Specific Aims): preserve scholarly conventions, match claims to evidence (and, for proposals, claims to feasibility), and match the author's own voice. It never changes a number, result, or citation, and it is not for evading AI-use disclosure. Use when editing AI-assisted academic prose or grant proposals.
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lyx2022518 Skill Paper VisualizerTransform research papers into professional visual schemas. Analyzes paper logic, selects optimal layout patterns, and generates detailed prompts for AI image generation.
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zlanqing Bundle Paper LookupSearch 10 academic paper databases via REST APIs for research papers, preprints, and scholarly articles. Covers PubMed, PMC (full text), bioRxiv, medRxiv, arXiv, OpenAlex, Crossref, Semantic Scholar, CORE, Unpaywall. Use when searching for papers, citations, DOI/PMID lookups, abstracts, full text, open access, preprints, citation graphs, author search, or any scholarly literature query. Triggers on mentions of any supported database or requests like "find papers on X" or "look up this DOI".
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xintaofei Bundle Scholar EvaluationSystematically evaluate scholarly work using the ScholarEval framework, providing structured assessment across research quality dimensions including problem formulation, methodology, analysis, and writing with quantitative scoring and actionable feedback.
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uniround-tec Skill SummarizeSummarize or extract text/transcripts from URLs, podcasts, and local files (great fallback for “transcribe this YouTube/video”).
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ath-maas Skill Skill 2综合使用搜索引擎和网页抓取工具进行深度调研,生成结构化研究报告
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wunamesst Skill Poly Wiki 2Multi-platform knowledge base compiler. Compile raw materials into structured knowledge, maintain a reusable knowledge network. Triggers: wiki compile extract ingest lint query knowledge base notes Zettelkasten
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mrlyk Skill Learn 2Persist durable learnings from the current session (user corrections, pitfalls and fixes, project decisions not visible in code) into the project knowledge wiki at .superskills/learnings/. Use when the user asks to summarize or persist learnings, or when triggered automatically at session end.
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wangjialiang678 Bundle Research First 2调研工作流引擎。自动判断调研级别(L1/L2/L3)和场景(W1-W6),按工作流模板执行。L1 快查在主线程完成,L2/L3 用子代理执行。当任务涉及技术选型、方案对比、可行性评估、寻找现有工具或最佳实践时自动触发。
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walkerkiller Bundle Gpt 5 4 PromptingInternal guidance for composing Codex and GPT-5.4 prompts for coding, review, diagnosis, and research tasks inside the Codex Cursor plugin
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piaoxuemoli Skill Bug Debug Log 2Bug 调试记录技能:将调试过程标准化写入 docs/test_book.md,包含问题发现、描述、根因分析、解决方案、效果、知识点与面试问答。触发词:总结这次调试, 总结这个bug, 记录bug, 记录调试, debug log, 写入test_book, 调试记录, log this bug, summarize debug
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 调研纪要, planning-with-files, literature-triage-matrix. 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.