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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xfcycc Bundle Obsidian Project Logic DocsUse when the user asks to summarize field value sources, calculation rules, business logic, API/interface logic, code behavior, or implementation口径 and write/update them in Obsidian project notes. Trigger on requests like “总结字段取值方式写到 Obsidian”, “把业务逻辑补到个人功能开发说明”, “更新接口逻辑到项目资料”, or “把计算口径沉淀到笔记”; always locate the matching project, note name, and section, source-verify from code/API/config/logs, draft in the note’s existing format, and get explicit user confirmation before writing.
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fuuuuuuma Skill Research To Writingテーマ設定から完成原稿までを一気通貫で処理する。情報収集、構造化ドラフト、構造校正の3ステップ。企画書、提案書、記事の作成に使用。
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liangdabiao Skill Deep Research 2通用深度研究助手。基于 web_search / web_fetch 两个工具,回答开放性事实查询、对比分析、调研、新闻、技术问题等需要外部信息的问题。
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aiagentslibrary Skill Spark Research BriefA research briefing skill for Gemini Spark. Uses Google Search, Drive, Docs, Gmail, YouTube, and OpenStax when relevant to create concise research briefs with source notes and next steps. Triggered by research this, create a brief, summarize research, competitor research, topic research, market scan.
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aiagentslibrary Skill Spark Youtube ResearchA YouTube research skill for Gemini Spark. Finds relevant videos, extracts themes, summarizes trends, compares creators, and turns insights into content ideas or learning notes. Triggered by YouTube research, analyze videos, video ideas, summarize YouTube, content trends, YouTube competitor research.
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aiagentslibrary Skill Spark Maps Trip PlannerA Google Maps and planning skill for Gemini Spark. Turns emails, notes, saved places, maps research, and calendar needs into itineraries, travel plans, and logistics checklists with approval gates. Triggered by plan trip, Google Maps planner, itinerary, travel plan, route planning, group trip.
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aiagentslibrary Skill Spark Gmail Command CenterA Gmail command center skill for Gemini Spark. Summarizes priority emails, drafts replies, extracts action items, identifies deadlines, and proposes labels or follow-ups. Triggered by inbox command center, Gmail triage, summarize emails, priority inbox, draft replies, email follow up.
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xigua0626 Bundle Darwin SkillDarwin Skill 2.0 (达尔文.skill 2.0): autonomous skill optimizer, v2.0 integrates Microsoft Research SkillLens (arXiv 2605.23899) 9-dim rubric + SkillOpt (arXiv 2605.23904) validation-gated design + human-in-the-loop checkpoints. Evaluates SKILL.md files using a 9-dimension rubric (structure + effectiveness + meta-skill blacklists), runs hill-climbing with git version control, spawns independent judge agents for blind evaluation, validates improvements through test prompts with auto-break on diminishing returns, and generates visual result cards. Use when user mentions "优化skill", "skill评分", "自动优化", "auto optimize", "skill质量检查", "达尔文", "darwin", "帮我改改skill", "skill怎么样", "提升skill质量", "skill review", "skill打分".
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whz39coding Skill Content Research WriterContent Research Writer
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whz39coding Skill Lead Research AssistantLead Research Assistant
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waterdrop26651 Bundle Memento SkillControlled recall for research memory, experiment tracking, evidence ledgers, hypothesis updates, archival recall, and next high-information experimental contrasts.
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daughter-of-void Bundle Bibtex Reference AdderAdd one or more papers to an existing BibTeX bibliography when the user provides a title, link, raw BibTeX, or mixed citation details and wants the final entry cleaned to match the target file's house style. Use when the task requires confirming the source BibTeX, normalizing the entry type and fields, omitting DOI, renaming the citation key to sequential-number-plus-first-author-initial form, checking for duplicates, and removing stray junk such as CVF text before appending to the .bib file.
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daughter-of-void Bundle Recommend Citations From TextRecommend supporting references for a paragraph, section, draft, outline, or claim list, identify the best citation insertion points, and record the selected papers with title, link, and placement notes for later BibTeX entry. Use when Codex needs to read prose and answer requests such as "find citations for this text", "tell me where to insert references", "recommend papers for this paragraph", or "make a citation intake sheet before updating a .bib file".
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milanvrskovy Bundle Reasoning TrailGenerate a concise, reviewer-optimised PR description by extracting decisions and reasoning from the current conversation. Trigger whenever the user says 'generate reasoning trail', 'generate PR summary', 'PR description', 'write up for code review', 'summarise this for a PR', 'generate review summary', or similar. Also trigger when the user asks to summarise design decisions, refactoring rationale, or implementation reasoning for peers or reviewers. Use this skill whenever a conversation contains code design, architecture discussion, or implementation work that will become a pull request.
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wyl25 Bundle Advisor OutreachFind, rank, and contact prospective graduate advisors in China from the user's research direction, CV, transcript, advisor profiles, and outreach template. Use when the user wants to screen 985/211/Double First Class faculty by research fit, divide advisors into A/B/C tiers, extract personal strengths from materials, or batch-generate personalized Chinese or English advisor outreach emails for 保研, 考研, 直博, master's, PhD, or RA applications.
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zeroix07 Bundle FinanceComprehensive Finance API integration skill for real-time and historical financial data analysis, market research, and investment decision-making. Priority use cases: stock price queries, market data analysis, company financial information, portfolio tracking, market news retrieval, stock screening, technical analysis, and any financial market-related requests. This skill should be the primary choice for all Finance API interactions and financial data needs.
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zeroix07 Bundle Stock Analysis SkillComprehensive stock market analysis skill covering A-share (China), Hong Kong, and US equities. Priority use cases: stock analysis and buy/sell/hold recommendations by ticker code, generating decision dashboards and research reports with technical/fundamental/sentiment analysis, position-aware investment strategies based on user's cost price, dividend income scoring and safety analysis, rumor and early market signal scanning (M&A, insider activity, analyst actions), watchlist management with price target and stop-loss alerts, and K-line chart pattern recognition from images. This skill should be the primary choice whenever users mention a stock ticker, ask whether to buy or sell a stock, reference their holding cost or position, request dividend analysis, ask about market rumors or early signals, want to add/check/manage a watchlist, or upload a chart image for technical analysis.
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agencia-conversion Bundle Keyword ResearchWhen the user wants keyword research, keyword expansion, search volume, CPC, competition, long-tail opportunities, or clustering inputs for a market. Also use before topic-cluster or content planning work that needs keyword evidence.
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lianach443 Bundle Liana SummarySummarize provided dialogues, texts, scripts, and other information. Use when the user asks for a summary, recap, concise overview, or short retelling of supplied content.
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euroconic Skill Deep Market ResearchDeep Market Research
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bin1874 Skill Content Research Writer通过进行研究、添加引用、改进开头、迭代大纲并为每个部分提供实时反馈来协助撰写高质量内容。将你的写作过程从独自努力转变为协作伙伴关系。
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bin1874 Skill Lead Research Assistant通过分析你的业务、搜索目标公司并提供可操作的接触策略,为你的产品或服务识别高质量线索。非常适合销售、业务开发和营销专业人士。
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open2loop Bundle Patent SearchExpert worldwide patent research using professional examiner methodology. Use for ANY patent task: prior art search, claim analysis, freedom-to-operate (FTO), patentability assessment, patent family tracing, landscape mapping, infringement analysis, validity challenges, IP strategy. Trigger on: "patent search", "prior art", "patent analysis", "is this patentable", "patent landscape", "FTO", "freedom to operate", "patent claims", "patent family", "patent infringement", "IP search", "novelty search", "patentability", "IPC", "CPC", "WIPO", "USPTO", "EPO", "patent examiner", "can I patent this", "has this been invented", "براءة اختراع", "بحث براءات", "الفن السابق", "قابلية التسجيل". Always use this skill when the user's query touches any aspect of intellectual property and patents.
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liangdabiao Bundle Stock Research Executor股票投资调研执行引擎,执行8阶段投资尽调流程。接收stock-question-refiner生成的结构化调研指令,部署多智能体并行研究,生成带引用的投资尽调报告。覆盖:公司事实底座、行业周期、业务拆解、财务质量、股权治理、市场分歧、估值护城河、综合报告。当用户需要进行股票投资研究、基本面分析、投资尽调时使用此技能。
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code-yeongyu Skill Init Deep 6(builtin) Initialize hierarchical AGENTS.md knowledge base
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martin-hausleitner Bundle AI Research Output PublisherUse when turning finished AI research results into clear chat messages, copy-ready summaries, duration metrics, PSPin/deep-research links, and optional Notion pages without exposing private data.
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martin-hausleitner Bundle Oracle AI Research E2eUse when validating Oracle 0.13 with ai-research-browser, workflow-run, GitHub public-safe proof, local Hermes skill installation, guarded ChatGPT/Gemini browser E2E, or reattach/status/session evidence.
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aioneas Bundle Exa SearchUse Exa (exa.ai) web search to find and summarize sources with citations. Trigger when the user asks to search the web, look up sources, find articles, get links, verify information with sources, or needs up-to-date information. Requires `EXA_API_KEY`.
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aioneas Bundle News ReaderRead and summarize authorized news articles, including paywalled sources when the user has already provided a logged-in browser session, article text, or installed reader/redirect access. Trigger for news article reading, paywalled news, 财新, FT中文, Financial Times, WSJ, Bloomberg, Economist, NYT, 端传媒, DeepView, Entities, 三联生活周刊, 混沌, 三联中读, 樊登读书, article extraction, and article summaries. Use only for lawful user-authorized access; do not bypass paywalls or reproduce full articles.
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aioneas Bundle Rpi WorkflowResearch-Plan-Implementation workflow for complex projects. Use when the user mentions RPI, research-plan-implementation, 研究-计划-实现, complex multi-stage development, requirements analysis, technical planning, implementation plans, or explicitly asks to use the RPI process.
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liaosw97 Bundle Computer VisionUse when working with computer vision — image processing, object detection, OpenCV, YOLO
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liaosw97 Bundle Knowledge GraphUse when working with knowledge graphs — Neo4j, RDF, entity extraction, graph databases
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liaosw97 Bundle Edge AIUse when working with AI — development rules
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liaosw97 Bundle Federated LearningUse when working with federated learning — privacy-preserving ML, FATE, PySyft, FedAvg
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liaosw97 Bundle Photonic Neural NetworkUse when working with photonic neural networks — optical computing, MZI, silicon photonics
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randydkx Bundle Paper Figure ClipperPrecisely extract figures, tables, algorithms, equations, or arbitrary regions from research-paper PDFs, with bbox-anchored cropping (not percent-of-page heuristics). Companion to `cs-paper-reader` for image-rich note-taking.
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 obsidian-project-logic-docs, research-to-writing, deep-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.