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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van7171 Skill Conversation NotesSave a note summarizing what was learned in the current conversation. Use when the user says "make a note", "note that", "summarize what we learned", or similar.
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neesannn Bundle River Dom Carbon LiteratureUse when the user asks to search, screen, summarize, or organize recent/high-quality papers about river or stream DOM, DOC, dissolved carbon, carbon flux, EEM-PARAFAC, riverine carbon cycling, CO2 evasion, land-ocean carbon export, or carbon-change mechanisms.
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deejay-hub Skill Learn 2Educate on Salesforce architecture topics with structured, citation-grounded responses. Use when the user wants to understand a concept, pattern, feature, or best practice.
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hzhijun0724 Bundle Aihedge Btc MetaphysicsAnalyze Bitcoin and crypto market timing through a speculative "玄学炒币" lens distilled from Chris_Defi-style cycle narratives. Use when researching BTC metaphysical timing, 干支/五行 market stories, four-year-cycle skepticism, sentiment extremes, mythic cycle dates, crypto top/bottom scripts, and narrative-driven risk management. Always frame outputs as entertainment/speculative research, not financial advice.
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tinyhumansai Skill Git SummarySummarize the current git repository: branch, recent commits, changed files, and overall health. Use when asked for a repo overview or status check.
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6txsh4ghvf-sketch Bundle Yangguan AI News VideoProduce "扬关印记" AI热点资讯 videos with HyperFrames. Use when the user asks to create, plan, research, update, preview, render, or visually upgrade an AI news/hotspot/weekly/monthly observation video; when the user asks to collect recent domestic and international AI news for a video; when the video should use AI-generated or content-specific background images; or when working in the yangguan-ai-news-video-template project.
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dafenxz0 Bundle Prepare Release BriefPrepare maintainer release briefs from git history, diffs, changelogs, package metadata, or pull request lists. Use when Codex is asked to draft release notes, summarize changes since a tag, identify release risk, build a maintainer checklist, check version bumps, or create upgrade notes for an open-source project.
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leinatorx Bundle Yingji Linglingqi Knowledge Graph应急凌凌漆专用的应急、消防、危化、安全生产科普知识图谱闭环技能。Use when the user asks to plan a topic, research a safety subject, build a knowledge graph image series, produce image prompts, generate images, review finished images, write Douyin/Xiaohongshu/公众号-style publishing copy, or run a full workflow from立项、调研、方案、提示词、出图、自检到发布文案.
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aiskilloftheweek Skill Cold Outreach PersonalizerGenerates hyper-personalized cold outreach messages (email, LinkedIn DM, connection request) from raw prospect research. Use this skill every time the user wants to write a personalized cold email, LinkedIn message, or outbound sequence for a specific prospect. Trigger on phrases like "write a cold email to", "outreach for this prospect", "LinkedIn message for", "cold email for", "personalize this outreach", "write a sequence for", or whenever the user pastes prospect information and asks for a message. Always trigger this skill when the goal is to write outreach that references specific, real signals about the prospect — not a generic template.
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aerenkaradag Bundle Health AI Evidence Citation CheckerHealth AI Evidence & Citation Checker
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yangyuchen-work Skill Market Research Product Factory市场研究与产品工厂
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zuoguyoupan2023 Bundle Vss Summarize VideoUse to summarize a recorded video via the LVS summarization microservice (HITL-gated) with a VLM fallback. Not for live RTSP captioning or incident-range reports.
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livus-ai Skill Content ResearchResearch and synthesize information on a topic into a structured brief for content creation. Use when starting the content flywheel, researching trending topics, gathering data for threads/posts, or when user needs to create content about a specific subject.
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livus-ai Skill Newsletter ExpanderExpand a research brief into a comprehensive newsletter issue. Use when creating newsletter content, fulfilling the promise from social media CTAs, or when user needs to write a detailed newsletter about a topic.
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livus-ai Bundle Twitter Thread GeneratorTransform a research brief into a viral-style Twitter thread optimized for engagement. Use when creating Twitter/X content, generating threads from research, or when user wants to post about a topic on Twitter with a newsletter CTA.
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livus-ai Skill Content Flywheel OrchestratorOrchestrate the full content flywheel workflow from research to multi-platform publishing. Use when running the daily content creation process, executing the full flywheel, or when user wants to create Twitter thread + LinkedIn post + newsletter from a single topic.
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hashstacs-global Skill Memory ManagerSkill for implementing the 3-step Memory-First Protocol (Research, Response, Learning). Use when starting ANY task to understand past context, and MUST use when completing a task to save new conventions, architectural decisions, or learned user preferences to the memory/ directory.
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zuoguyoupan2023 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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zuoguyoupan2023 Bundle QutipQuantum physics simulation library for open quantum systems. Use when studying master equations, Lindblad dynamics, decoherence, quantum optics, or cavity QED. Best for physics research, open system dynamics, and educational simulations. NOT for circuit-based quantum computing—use qiskit, cirq, or pennylane for quantum algorithms and hardware execution.
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zuoguyoupan2023 Bundle InfographicsCreate professional infographics using Nano Banana Pro AI with smart iterative refinement. Uses Gemini 3 Pro for quality review. Integrates research-lookup and web search for accurate data. Supports 10 infographic types, 8 industry styles, and colorblind-safe palettes.
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zuoguyoupan2023 Bundle Exa SearchWeb toolkit powered by Exa, tuned for scientific and technical content. Use this skill when the user needs to search the web or fetch/extract URL content. Covers: web search (semantic lookups, research, current info — with optional research-paper category and academic domain filtering) and URL extraction (fetching pages, articles, academic PDFs in batch). Use this skill for web-related tasks when the user wants high-quality search or scholarly filtering via category=research paper. Triggers on requests to search, look up, fetch a page, or extract an article.
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zuoguyoupan2023 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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zuoguyoupan2023 Bundle Ontology ExplorerParse, navigate, and query materials science ontology structures — browse class hierarchies, inspect individual classes and their properties, look up object and data property definitions with domain/range, search for ontology terms by keyword, and parse or summarize raw OWL/XML files. Supports the OCDO ecosystem (CMSO, ASMO, CDCO, PODO, PLDO, LDO). Use when exploring what classes or properties an ontology provides, finding the right CMSO term for a crystal structure or simulation concept, understanding parent-child class relationships, or onboarding to an unfamiliar materials ontology, even if the user only says "what ontology terms describe my FCC copper simulation" or "show me the CMSO class hierarchy."
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zuoguyoupan2023 Bundle Research LookupLook up current research information using parallel-cli search (primary, fast web search), the Parallel Chat API (deep research), or Perplexity sonar-pro-search (academic paper searches). Automatically routes queries to the best backend. Use for finding papers, gathering research data, and verifying scientific information. Note: query text is transmitted to api.parallel.ai (PARALLEL_API_KEY) and, for academic searches, to openrouter.ai (OPENROUTER_API_KEY).
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zuoguyoupan2023 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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zuoguyoupan2023 Bundle Legal Citation Comprehensive全面法学引注诊断、补全与格式化工具。用于检查混乱脚注、识别缺失要素、说明应去哪里查找缺失信息,并在用户提供来源文件、法条、案例或网页信息时生成符合《法学引注手册(第二版)》的中文/外文法律脚注。适用于法学引注、脚注检查、引注修正、引用格式转换、法律文献引用、法条脚注、案例脚注、论文引注。
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zuoguyoupan2023 Skill Idea CreatorGenerate and rank research ideas given a broad direction. Use when user says "找idea", "brainstorm ideas", "generate research ideas", "what can we work on", or wants to explore a research area for publishable directions.
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zuoguyoupan2023 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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zuoguyoupan2023 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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zuoguyoupan2023 Bundle Ima CopilotOne-stop companion and installer for the official Tencent IMA skill (腾讯 IMA / ima.qq.com). Handles zero-config installation to Claude Code / Codex / OpenClaw via `npx skills add`, guides API key setup, detects and fixes known issues in the upstream package (including the missing-YAML-frontmatter bug in submodule SKILL.md files), and implements a personalized fan-out search strategy with priority-based knowledge base boosting. Use this skill whenever the user mentions IMA, 腾讯 IMA, ima.qq.com, ima-skill, installing or configuring ima-skill, searching across IMA knowledge bases, 知识库搜索, 笔记搜索, fan-out search with preferred KBs, or reports errors like "Skipped loading skill(s) due to invalid SKILL.md". Also trigger for any request to diagnose, repair, or personalize the behavior of an ima-skill installation. This is a wrapper layer around ima-skill — it installs and orchestrates ima-skill rather than replacing it.
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zuoguyoupan2023 Skill Paper PlanGenerate a structured paper outline from review conclusions and experiment results. Use when user says \"写大纲\", \"paper outline\", \"plan the paper\", \"论文规划\", or wants to create a paper plan before writing.
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zuoguyoupan2023 Bundle Gangtise CopilotGangtise (岗底斯投研) OpenAPI skill suite installer and diagnostic tool. One-click install 19 official skills (data, research, utility), configure accessKey/secretAccessKey, run health diagnostics. Trigger when user mentions Gangtise, 岗底斯, any gangtise-* skill, credential setup, or reports errors like 'token is invalid' / '接口地址错误'.
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zuoguyoupan2023 Bundle Post ProcessingExtract, analyze, and summarize simulation output data — pull spatial fields at specific timesteps, compute time-series trends and detect steady state, extract line profiles through the domain, generate statistical summaries and distributions, calculate derived quantities (gradients, fluxes, volume fractions, interface area), compare results against analytical solutions or experimental data, and produce automated analysis reports. Use when interpreting finished simulation results, checking mass or energy conservation, comparing two runs or meshes, extracting interface profiles from phase-field output, or preparing publication-quality analysis, even if the user only says "what do my results look like" or "did my simulation reach steady state."
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danielvik Bundle Rename ThreadRename the current VS Code Codex extension thread by updating the Codex session index. Use when the user asks to rename, retitle, title, label, or summarize the active Codex thread, either with an explicit new name or by asking Codex to choose a concise name from the conversation.
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danielvik Bundle Thread SummarizerSummarize the current Codex conversation thread and save a condensed handoff note under ./codex_doc/thread_summaries. Use when the user asks to summarize, archive, save, checkpoint, hand off, or document the current thread, especially when they want main points discussed, actions taken, and the state where work was left off.
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xfcycc Bundle Obsidian Project NotesUse for any project when the user asks to read, summarize, organize, or update local Obsidian project notes, including architecture, development plans, business logic, requirements context, historical decisions, daily/project records, feature explanations, interface notes, or implementation notes. Trigger on “Obsidian 项目资料”, “项目笔记”, “开发计划”, “架构文档”, “业务逻辑文档”, “个人功能开发说明”, “更新到 Obsidian”, or similar requests; always locate the matching project, note name, and section, distinguish current code facts from historical notes, and get explicit second confirmation before writing.
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 conversation-notes, river-dom-carbon-literature, learn. 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.