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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ahang1598 Bundle Research Synthesis拿到经核验的文献清单后,按主题聚类、建 MECE taxonomy、逐节综合、交叉对比、检测矛盾、自对抗审查,产出一份结构化的综合分析。是doubao-academic-researcher管线的第二阶段,负责从一组论文到一份有判断的综述的转化。
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ahang1598 Skill User ResearchPlan, conduct, and synthesize user research. Trigger with "user research plan", "interview guide", "usability test", "survey design", "research questions", or when the user needs help with any aspect of understanding their users through research.
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ahang1598 Bundle NetworkxComprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs in Python. Use when working with network/graph data structures, analyzing relationships between entities, computing graph algorithms (shortest paths, centrality, clustering), detecting communities, generating synthetic networks, or visualizing network topologies. Applicable to social networks, biological networks, transportation systems, citation networks, and any domain involving pairwise relationships.
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ahang1598 Bundle Neurokit2Comprehensive biosignal processing toolkit for analyzing physiological data including ECG, EEG, EDA, RSP, PPG, EMG, and EOG signals. Use this skill when processing cardiovascular signals, brain activity, electrodermal responses, respiratory patterns, muscle activity, or eye movements. Applicable for heart rate variability analysis, event-related potentials, complexity measures, autonomic nervous system assessment, psychophysiology research, and multi-modal physiological signal integration.
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ahang1598 Bundle Wechat Article Search搜索微信公众号文章技能。通过微信搜索获取文章列表,覆盖科技/AI、社会热点、财经、教育、职场等各类中文资讯;可按关键词检索并返回标题、概要、发布时间、来源公众号与链接。当用户需要查找微信公众号文章、整理参考资料或快速获取文章信息时使用此技能。
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ahang1598 Bundle Global Legal Research检索、核验并比较境外、跨境和多法域法律资料,先解析法域,再以 LDH 或官方源获取法规、 判例、监管文件和可回链原文。适用于“帮我核验 ECLI/CELEX/案号”“比较欧盟法院与欧洲人权法院 并给代表性判例”“某国境外牌照需要什么条件”“核验数字认证、Certification Authority 或信任服务 准入”这类请求,也处理外国法域外效力、多法域比较、境外许可、制裁、出口管制和跨境合规研究。 不适用于合同审查或合同起草;不适用于纯翻译、材料提取、纯中国大陆法源检索、税额计算或诉讼代理, 也不执行伪造判例、教唆违法、冒充律师或要求跳过来源核验的请求。
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ahang1598 Skill Macro Research擅长全球宏观经济与政策分析。能够对"全球宏观综述、宏观经济综述、国际关系解读、财政政策解读、货币政策简报、区域经济分析"这6个主题领域进行单项或多项分析。当直接命中或高相似度命中这些领域时,使用本技能。本技能不适用于:个股分析、A股大盘行情、行业选股、基金配置。
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ahang1598 Bundle Fda DatabaseQuery openFDA API for drugs, devices, adverse events, recalls, regulatory submissions (510k, PMA), substance identification (UNII), for FDA regulatory data analysis and safety research.
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ahang1598 Bundle AI Quant Team RuntimeUse when WorkBuddy launches the portable AI quant research team; load and enforce its state machine, evidence contracts, member routing, approval gate, and completion receipt.
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ahang1598 Bundle Brenda DatabaseAccess BRENDA enzyme database via SOAP API. Retrieve kinetic parameters (Km, kcat), reaction equations, organism data, and substrate-specific enzyme information for biochemical research and metabolic pathway analysis.
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ahang1598 Bundle Cosmic DatabaseAccess COSMIC cancer mutation database. Query somatic mutations, Cancer Gene Census, mutational signatures, gene fusions, for cancer research and precision oncology. Requires authentication.
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ahang1598 Bundle Pubmed DatabaseDirect REST API access to PubMed. Advanced Boolean/MeSH queries, E-utilities API, batch processing, citation management. For Python workflows, prefer biopython (Bio.Entrez). Use this for direct HTTP/REST work or custom API implementations.
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ahang1598 Bundle Research GrantsWrite competitive research proposals for NSF, NIH, DOE, DARPA, and Taiwan NSTC. Agency-specific formatting, review criteria, budget preparation, broader impacts, significance statements, innovation narratives, and compliance with submission requirements.
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ahang1598 Bundle Venue TemplatesAccess comprehensive LaTeX templates, formatting requirements, and submission guidelines for major scientific publication venues (Nature, Science, PLOS, IEEE, ACM), academic conferences (NeurIPS, ICML, CVPR, CHI), research posters, and grant proposals (NSF, NIH, DOE, DARPA). This skill should be used when preparing manuscripts for journal submission, conference papers, research posters, or grant proposals and need venue-specific formatting requirements and templates.
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ahang1598 Bundle Notion Meeting IntelligencePrepares meeting materials by gathering context from Notion, enriching with Claude research, and creating both an internal pre-read and external agenda saved to Notion. Helps you arrive prepared with comprehensive background and structured meeting docs.
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ahang1598 Bundle Skill Backtest OverfitDetect backtest overfitting and selection bias from multiple testing. Use when a user has a backtest / factor result and asks whether the Sharpe is real, whether a strategy is overfit, or wants to validate results before trusting them. Computes Deflated Sharpe Ratio, Probability of Backtest Overfitting (PBO), multiple-testing haircut, and Minimum Track Record Length.
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ahang1598 Bundle Biorxiv DatabaseEfficient database search tool for bioRxiv preprint server. Use this skill when searching for life sciences preprints by keywords, authors, date ranges, or categories, retrieving paper metadata, downloading PDFs, or conducting literature reviews.
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ahang1598 Bundle Ensembl DatabaseQuery Ensembl genome database REST API for 250+ species. Gene lookups, sequence retrieval, variant analysis, comparative genomics, orthologs, VEP predictions, for genomic research.
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ahang1598 Skill Stock Logic Research用于个股核心投资逻辑深度研究,聚焦个股研究/基本面分析/机构研究。主要用于问题回答、撰写报告、撰写金融类文章等场景。输出内容较多,不适合简单对话场景。各类信息与数据通过 finance-data plugin 获取。用户输入一个股票名称后,希望快速得到一份接近券商研究员风格的高质量个股分析。
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ahang1598 Bundle Openalex DatabaseQuery and analyze scholarly literature using the OpenAlex database. This skill should be used when searching for academic papers, analyzing research trends, finding works by authors or institutions, tracking citations, discovering open access publications, or conducting bibliometric analysis across 240M+ scholarly works. Use for literature searches, research output analysis, citation analysis, and academic database queries.
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ahang1598 Skill Paper Write Zh Literature Reviewpaper-write-zh内部的论文内文献综述写作参考,仅在中文正文写作流程已命中且已有可核验来源后使用,不作为独立入口。用于把用户已有或prepare阶段已核验的真实文献组织成研究脉络、分歧、缺口及连续的文献综述、研究现状、related work或review article正文,并写入.workflow/paper_draft.md。需要独立执行系统检索、纳排、去重、质量评价和证据综合时转/doubao-literature-research。
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ahang1598 Bundle Paper Write Zh Literature Searchpaper-write-zh内部prepare阶段的来源池构建参考,仅在当前中文正文写作已命中且需要CNKI/知网来源、GB/T 7714引用或引用真实性核验时使用,不作为独立检索入口,也不直接写正文。只把可追溯且达到核验门槛的来源写入.workflow/source_pool.md,不把候选元数据冒充正式引用。独立文献检索或系统性调研转/doubao-literature-research。
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ahang1598 Skill Fazhi Deep Research深度法律研究技能,基于六工具体系(法条检索、法规全文阅读、案例检索、 案例全文阅读、联网搜索、网页阅读)开展三源并行的系统性法律研究。 支持法条定位、类案检索、实务动态追踪、正反观点交叉验证,输出来源 可溯、论证严谨的法律回答。所有引用均自带可点击溯源链接。
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ahang1598 Bundle Tech Research Advisor专业技术选型与方案调研顾问。当用户需要做技术选型决策、调研某项技术方向、评估候选方案、寻找最优解时使用。支持:学术论文检索(ArXiv/Google Scholar)、大厂工程博客分析、竞品/开源方案对比、跨行业类比迁移、多维评估打分矩阵、结合业务约束给出可落地的双方案推荐。触发词:技术选型、技术调研、方案调研、技术评估、调研一下、研究一下技术方案、怎么做比较好、业界怎么做、有哪些方案、选哪个好。
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ahang1598 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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ahang1598 Bundle Scientific WritingCore skill for the deep research and writing tool. Write scientific manuscripts in full paragraphs (never bullet points). Use two-stage process with (1) section outlines with key points using research-lookup then (2) convert to flowing prose. IMRAD structure, citations (APA/AMA/Vancouver), figures/tables, reporting guidelines (CONSORT/STROBE/PRISMA), for research papers and journal submissions.
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ahang1598 Bundle Citation ManagementComprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata, validate citations, and generate properly formatted BibTeX entries. This skill should be used when you need to find papers, verify citation information, convert DOIs to BibTeX, or ensure reference accuracy in scientific writing.
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ahang1598 Skill User Research SynthesisSynthesize qualitative and quantitative user research into structured insights and opportunity areas. Use when analyzing interview notes, survey responses, support tickets, or behavioral data to identify themes, build personas, or prioritize opportunities.
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ahang1598 Bundle Clinicaltrials DatabaseQuery ClinicalTrials.gov via API v2. Search trials by condition, drug, location, status, or phase. Retrieve trial details by NCT ID, export data, for clinical research and patient matching.
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ahang1598 Bundle Market Research ReportsGenerate comprehensive market research reports (50+ pages) in the style of top consulting firms (McKinsey, BCG, Gartner). Features professional LaTeX formatting, extensive visual generation with scientific-schematics and generate-image, deep integration with research-lookup for data gathering, and multi-framework strategic analysis including Porter Five Forces, PESTLE, SWOT, TAM/SAM/SOM, and BCG Matrix.
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ahang1598 Bundle Paper Write Zh Evidencepaper-write-zh内部证据写作参考,仅在中文正文写作流程已命中后按阶段读取,不作为用户请求的独立入口。用于把已核验文献、实验材料、图表和用户笔记转化为可追溯论证,防止编造引用、强结论无依据、规划数据冒充真实结果和正文混入过程痕迹。不承担独立系统性文献调研,相关任务转/doubao-literature-research。
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ahang1598 Bundle Scientific BrainstormingCreative research ideation and exploration. Use for open-ended brainstorming sessions, exploring interdisciplinary connections, challenging assumptions, or identifying research gaps. Best for early-stage research planning when you do not have specific observations yet. For formulating testable hypotheses from data use hypothesis-generation.
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ahang1598 Bundle Linkfox Zhihuiya Patent Cited从智慧芽(PatSnap)查询专利被引用数据,包括被引用次数和引用专利详情。当用户提到专利被引用、被引分析、专利影响力、引用频次、专利家族被引、前向引用、想了解哪些专利引用了某一专利、patent citations, citation count, patent influence, citation analysis, PatSnap时触发此技能。即使用户未明确提及"智慧芽"或"PatSnap",只要其需求涉及查询某专利被引用次数或被哪些专利引用,也应触发此技能。
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ahang1598 Bundle Citation Guard文献题录的字段级核验。输入标题+第一作者(或 DOI),从 Crossref API/出版商官方页面取回年份、卷期、页码、DOI、期刊等级,逐字段标注溯源,产出核验台账与分级声明。核心纪律:题录字段只抄不编。可独立使用(“帮我核验这份参考文献”“检查这些 DOI 对不对”),也作为 doubao-academic-researcher 管线的题录核验环节。
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ahang1598 Bundle Linkfox Fastmoss Product Search基于FastMoss数据搜索和筛选TikTok全球电商商品,支持关键词搜索、多维度筛选(类目、店铺类型、佣金率、销量、达人数等)和排序。当用户提到TikTok选品、TikTok商品搜索、TikTok产品数据、TikTok达人带货、TikTok佣金率、TikTok爆款追踪、TikTok GMV分析、TikTok product search, TikTok product research, TikTok creator sales, TikTok commission rate, TikTok GMV analysis, FastMoss时触发此技能。即使用户未明确提及"FastMoss",只要其需求涉及在TikTok平台搜索商品数据或分析商品表现,也应触发此技能。
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ahang1598 Bundle Linkfox Sellersprite Market Research使用卖家精灵选市场列表能力,基于类目维度筛选亚马逊细分市场,支持市场规模、竞争度、头部集中度、卖家结构、新品占比、价格/评分/毛利区间等大量条件,用于发现可进入市场与评估选品方向。当用户提到亚马逊市场调研、细分类目研究、市场机会筛选、市场集中度分析、新品机会、选市场、SellerSprite market research、category market research时触发此技能。即使用户未明确提及"卖家精灵",只要需求是按类目维度筛选和评估亚马逊市场,也应触发此技能。
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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 skill-backtest-overfit, research-synthesis, user-research. 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.