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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findscripter Skill Research Experiment Designer当需要把模糊研究想法转成严谨可复现实验计划(设计 ablation、选 baseline、定评估指标)时使用;做的事是按「假设→变量→指标→Baseline→Ablation→算力预算」六步产出结构化实验计划文档;不适用于已有计划只需跑代码、统计分析或论文写作。触发词:实验设计、experiment design、ablation、消融、baseline、基线、跑什么实验、evaluation metric、评估指标、如何验证方法、可复现
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aifinlab Bundle Bank T156 Retail Finance Client Service Senior AssistantUse when handling retail banking senior-customer service monitoring, vulnerability screening, and follow-up action planning; trigger for requests that need Chinese skill content with clear inputs/outputs, risk-aware wording, and optional scripts to summarize service signals.
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cslawyer1985 Skill BriefGenerate contextual briefings for legal work. Supports three modes — daily brief (morning summary of legal-relevant items), topic brief (research synthesis on a specific legal question), and incident brief (rapid briefing for developing situations like data breaches or regulatory inquiries).
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cslawyer1985 Bundle Legal Review核验 AI 生成的法律法规和案例引用的准确性。利用元典 Open API 对法规、法条、案例进行逐条比对。当用户提及"复核""核查""核验""验证法律引用""review citation""fact-check legal""verify legal"时,或 AI 生成了包含法律法规、案例时触发。
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cslawyer1985 Bundle Legal Citation根据《法学引注手册(第二版)》生成符合规范的中文/外文学术脚注(引注)。接收文字、文献片段、图片、网页链接等任意输入,自动提取作者/标题/出处等要素,判断文献类型(中文图书、期刊论文、报纸、古籍、网络文献、未发表/会议/学位论文、法律法规、规范性文件、官方文件、司法案例、统计数据、英文文献、法德意俄日文献等),路由到对应规则并生成脚注。每次输出含主脚注、引领词、可选写法、再次引用简写形式,并在信息缺失时明确提示。This skill should be used whenever the user provides any document, citation fragment, screenshot, or URL and asks to generate, format, or check a legal-academic footnote/citation (脚注/引注/引用格式).
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cslawyer1985 Skill Meeting BriefingPrepare structured briefings for meetings with legal relevance and track resulting action items. Use when preparing for contract negotiations, board meetings, compliance reviews, or any meeting where legal context, background research, or action tracking is needed.
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cslawyer1985 Bundle Legal Memo WriterWrite formal legal memos with proper structure, citations, legal analysis, and professional tone. Use when drafting legal memoranda, case analysis, statutory interpretation, regulatory summaries, or any structured legal document requiring IRAC or CREAC format. Supports US federal, UK, and EU/GDPR jurisdictions with Bluebook and OSCOLA citation standards.
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cslawyer1985 Skill Cue Legal Research【金融AI调研】用Cue跑法律合规深度尽调。覆盖企业合规风险体检、关联方制裁暴露核查、境外诉讼案例检索、中外法律对比、监管问询答复,300+公开数据源交叉验证。适用于金融风控合规、投融资法务、跨境金融交易。
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cslawyer1985 Bundle Hilegal ComplianceThis skill should be used when users ask about cross-border compliance, overseas legal compliance, foreign law research, corporate credit checks, global pricing queries, compliance consultation, or any compliance-related questions for international business. It supports queries in Chinese and English, covering compliance consulting, compliance Q&A, extraterritorial law research, corporate credit queries, and global price lookups. 当用户询问跨境合规、海外合规、域外法查明、企业征信查询、全球价格查询、合规咨询、 合规问答等需求时,应使用此技能。支持中英文双语,覆盖跨境企业海外运营的各类合规场景。
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cslawyer1985 Bundle Divorce Doc DrafterPRC divorce litigation document skill bundling full marriage-family statutes and SPC judicial interpretations. Persona of a seasoned Chinese divorce litigation counsel. Covers drafting and revising element-style civil complaints (民事起诉状·离婚纠纷) and civil answers (民事答辩状·离婚纠纷), with precise citation of the Civil Code Marriage-and-Family Book (arts.1040-1118) and SPC interpretations (一/二). Use when drafting, reviewing, or revising divorce litigation documents, or citing marriage-family law.
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cslawyer1985 Bundle Foreign Law ResearchStructured workflow for researching foreign law questions across Chinese, English, and local-language resources. Guides users through a tiered research approach: Chinese secondary sources, English legal guides (free and paid), law firm publications, AI-assisted research, and local-language materials. Helps identify the best resources for a specific jurisdiction and legal topic, prioritizes free over paid sources, and enforces cross-validation and timeliness checks. Use this skill whenever the user asks about foreign law, cross-border legal issues, comparative law research, jurisdiction-specific legal questions, "how does [country] regulate X", overseas investment legal requirements, or any legal research involving non-domestic jurisdictions. Also trigger when the user mentions terms like "外国法", "域外法", "国别法律", "跨境法律", "海外法律研究", "doing business in [country]", or asks about legal frameworks in specific foreign countries.
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aifinlab Bundle SummarizeSummarize URLs or files with the summarize CLI (web, PDFs, images, audio, YouTube).
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findscripter Skill Last 30 Days Research当需要在 Reddit/X/Web 上调研近 30 天热议话题、快速成为该话题专家时使用;做的是解析话题与目标工具、跨源检索综合并产出可直接粘贴到目标工具的提示词;不适用于无时效性的通用知识问答或单纯网页摘要;触发词:近30天、时效热议、Reddit X 调研、最佳/推荐 X、为某工具写提示词。
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findscripter Skill Research Idea Generator当用户想头脑风暴研究方向、寻找新 research idea、问"接下来做什么研究/有什么可做/怎么找 gap"时使用;按"发散→文献验证→收敛"三阶段产出候选清单、文献表、评分矩阵与一页提案;不适用于已定题后的具体实验执行或论文写作。触发词:brainstorm、想idea、研究方向、下一步做什么、找gap、research proposal、研究构想、选题
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aifinlab Bundle Industry Research Consumer行业研究助手 - 消费版
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aifinlab Bundle Industry Research Cyclical行业研究助手 - 周期版。专注于周期行业研究,包括钢铁、煤炭、有色、化工、建材、机械、航运等赛道。 **触发场景**: - 用户研究周期行业/细分赛道(钢铁、煤炭、有色、化工、建材) - 分析周期品价格、成本曲线、产能利用率 - 周期行业供需格局、库存周期 - 周期公司竞品对标、估值分析 - 写周期行业研报、晨会材料、客户简报 **关键词**:"周期"、"钢铁"、"煤炭"、"有色"、"化工"、"建材"、"机械"、"航运"、"价格"、"产能"、"库存"
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aifinlab Bundle Company Research New Listed公司研究助手 - 次新股版。专注于次新股公司研究,包括上市 1-3 年内的新股、科创板新股、创业板新股。 **触发场景**: - 用户研究次新股(上市 1-3 年内、新股、科创板/创业板新股) - 分析次新股解禁压力、业绩增速、估值消化 - 次新股竞品对标、估值对比(与已上市公司) - 次新股投资策略(何时介入、风险点) - 写次新股研报、新股分析 **关键词**:"次新"、"新股"、"上市"、"解禁"、"科创板"、"创业板"、"IPO"、"估值消化"、"破发"
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aifinlab Skill Industry Research Assistant当用户需要做行业研究、赛道分析、市场扫描、竞争格局分析、公司对标、商业模式拆解、政策影响分析、投融资趋势梳理、行业报告提纲撰写或研究结论总结时使用。适用于输出行业研究框架、研究计划、信息清单、访谈提纲、公司对比表、SWOT、PEST、波特五力、产业链地图、市场规模测算思路和正式研究报告初稿。
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aifinlab Bundle Industry Research Healthcare行业研究助手 - 医药版。专注于医药生物行业研究,包括创新药、仿制药、医疗器械、CXO、医疗服务、中药、生物制品等赛道。 **触发场景**: - 用户研究医药行业/细分赛道(创新药、CXO、器械、医疗服务、中药等) - 分析药品/器械产品管线、研发进度、临床数据 - 医药政策影响分析(集采、医保谈判、DRG/DIP 支付改革) - 医药公司竞品对标、估值分析 - 写医药行业研报、晨会材料、客户简报 **关键词**:"医药"、"创新药"、"CXO"、"医疗器械"、"集采"、"医保"、"临床"、"药品"、"生物药"、"中药"、"医疗服务"
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aifinlab Bundle Industry Research New Energy行业研究助手 - 新能源版。专注于新能源行业研究,包括光伏、风电、储能、新能源汽车、锂电池、氢能等赛道。 **触发场景**: - 用户研究新能源行业/细分赛道(光伏、风电、储能、锂电、电动车、氢能) - 分析产业链环节(硅料 - 硅片 - 电池 - 组件、正极 - 负极 - 电解液 - 隔膜) - 新能源政策影响(补贴、双碳目标、装机目标) - 新能源公司竞品对标、产能分析、成本曲线 - 写新能源行业研报、晨会材料、客户简报 **关键词**:"光伏"、"风电"、"储能"、"锂电"、"电动车"、"新能源"、"硅料"、"电池"、"装机"、"双碳"
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aifinlab Bundle Industry Research Real Estate行业研究助手 - 地产版。专注于房地产行业研究,包括住宅开发、商业地产、物业管理、房地产服务等赛道。 **触发场景**: - 用户研究房地产行业/细分赛道(住宅开发、商业地产、物业、代建) - 分析房企财务指标(三道红线、土储、销售、融资) - 房地产政策影响(限购、限贷、融资政策) - 房企竞品对标、估值分析 - 写房地产行业研报、晨会材料、客户简报 **关键词**:"房地产"、"地产"、"房企"、"销售"、"土储"、"三道红线"、"物业"、"商业地产"、"限购"、"房贷"
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aifinlab Bundle Company Research High Dividend公司研究助手 - 高股息版。专注于高股息公司研究,包括高分红、高股息率、稳定分红的公司。 **触发场景**: - 用户研究高股息公司(股息率>5%、稳定分红、现金流充沛) - 分析公司分红能力、分红意愿、分红可持续性 - 高股息公司估值分析(股息率、分红率) - 高股息公司竞品对标、收益对比 - 写高股息公司研报、收息投资组合建议 **关键词**:"高股息"、"分红"、"股息率"、"收息"、"红利"、"现金流"、"稳定分红"、"银行"、"煤炭"、"公用事业"
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aifinlab Bundle Portfolio Attribution Research面向基金投研分析领域的组合归因任务Skill,围绕「组合归因助手-投研版」场景提供信息抽取、结构化分析与结果输出。
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aifinlab Bundle Industry Research Client Briefing行业研究客户简报助手。专为面向客户的行业简报设计,输出通俗易懂、结论清晰的行业分析,适合发送给客户或用于客户沟通。 **触发场景**: - 用户需要给客户写行业简报、客户沟通材料 - 用户说"发给客户的"、"客户简报"、"客户沟通材料" - 需要通俗易懂、避免过多专业术语 - 需要结论清晰、建议明确、篇幅适中 **关键词**:"客户"、"简报"、"客户沟通"、"发给客户"、"客户材料"、"投顾"、"理财"
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aifinlab Bundle Industry Research Morning Meeting行业研究晨会版助手。专为晨会场景设计,输出简洁、结论先行的行业研究摘要,适合晨会口头汇报或群内快速分享。 **触发场景**: - 用户需要晨会材料、晨会发言稿、晨会纪要 - 用户说"晨会说一下 XX 行业"、"晨会要点"、"晨会汇报" - 需要快速输出行业核心观点(3-5 分钟可读完) - 需要结论先行、数据支撑、建议明确 **关键词**:"晨会"、"晨会材料"、"晨会汇报"、"晨会纪要"、"早会"、"快速点评"、"一句话总结"
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aifinlab Bundle Fund Product Health Check Research面向基金投研分析领域的产品体检任务Skill,围绕「基金产品体检助手-投研版」场景提供信息抽取、结构化分析与结果输出。
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aifinlab Bundle Evidence Citation面向基金合规与信息披露领域的引用溯源任务Skill,围绕「证据引用助手」场景提供信息抽取、结构化分析与结果输出。
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aifinlab Bundle Company Research Soe公司研究助手 - 央国企版。专注于央企、国企上市公司研究,包括央企控股、地方国企、国企改革主题公司。 **触发场景**: - 用户研究央企/国企上市公司(央企控股、地方国企) - 分析国企改革、股权激励、混改进展 - 央国企估值分析(PB、股息率、中特估) - 央国企竞品对标、效率对比 - 写央国企研报、国企改革主题投资建议 **关键词**:"央企"、"国企"、"国资"、"国企改革"、"混改"、"中特估"、"股权激励"、"央企控股"、"地方国企"
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cslawyer1985 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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cslawyer1985 Bundle Court Records Case Law LitigationCourt records, case law & litigation search for AI agents — search US court opinions and case law by keyword via CourtListener. Use to find lawsuits, legal precedent, or litigation involving a company, person, or topic — for due diligence, legal research, and risk checks. Pay-per-call in USDC via x402 — no API key, no signup.
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cslawyer1985 Bundle Linkfox Zhihuiya Patent Forward Citation从智慧芽专利数据库查询专利的前向引用详情。当用户询问专利引用、被引用专利、引用文献、专利参考文献、前向引用、在先技术引用或想查看特定专利在申请过程中引用了哪些专利、非专利文献、patent cited references, forward citations, patent references, citation analysis, PatSnap时触发此技能。当用户提供专利ID或公开号并需要引用信息时,即使未明确说"前向引用",任何关于专利引用了哪些参考文献的请求都适用。
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cslawyer1985 Bundle Multi Jurisdictional Research Zacharie Laik多法域法律研究与风险评估
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brathod1432 Bundle Content Research Writer---
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brathod1432 Bundle Competitive Ads ExtractorExtracts and analyzes competitors' ads from ad libraries (Facebook, LinkedIn, etc.) to understand what messaging, problems, and creative approaches are working. Helps inspire and improve your own ad campaigns.
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brathod1432 Bundle UX Researcher DesignerUX research and design toolkit for Senior UX Designer/Researcher including data-driven persona generation, journey mapping, usability testing frameworks, and research synthesis. Use for user research, persona creation, journey mapping, and design validation.
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findscripter Skill UX Research Design Toolkit当需要把用户研究数据转化为可落地的设计决策时使用;做用户画像生成、旅程地图绘制、可用性测试规划与研究综合(产出画像/旅程/测试方案/洞察);不适用于视觉 UI 组件库设计、纯前端实现或无任何用户数据的拍脑袋假设。触发词:用户画像、旅程地图、可用性测试、研究综合、痛点分析。
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 company-research-soe, research-experiment-designer, bank-t156-retail-finance-client-service-senior-assistant. 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.