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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majiayu000 Bundle Summarize Meeting 2정기 회고/회의 내용 정리. STT 스크립트와 회의록 링크를 받아 주요 결정사항 정리. Use when (1) "회의 내용 정리해줘", (2) STT 스크립트 + 회의록 URL 제공, (3) 정기 회고 결정사항 문서화.
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majiayu000 Bundle Weekly Review 7Weekly review and next-week planning for Obsidian monthly planning files. Analyze the current or specified week, infer the local section style, summarize milestones and risks, and update one week-level review section inside the week block without nesting it under personal subheadings. Use when the user asks for “周复盘”“本周总结”“下周计划”“这周进度怎么样”“weekly review”“week summary” or similar week-level review/planning tasks.
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majiayu000 Bundle Academic Research 4A tool for rigorous academic research using Semantic Scholar and ArXiv. Focuses on finding highly-cited papers, retrieving abstracts, and following citation trails to understand the provenance of ideas.
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majiayu000 Bundle Deep Research 26Comprehensive web research with synthesis and actionable insights
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majiayu000 Bundle Research 53Before executing, check for user customizations at:
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majiayu000 Bundle Research 54Systematic technical and scientific research for algorithms, papers, libraries, and implementation strategies. Use when investigating new algorithms, comparing approaches, finding reference implementations, reviewing literature, or gathering information before design decisions.
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majiayu000 Bundle Research Lit 2Search and analyze research papers, find related work, summarize key ideas. Use when user says "find papers", "related work", "literature review", "what does this paper say", or needs to understand academic papers.
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majiayu000 Bundle Scientist 3Universal scientific thinking framework for rigorous inquiry across all domains - from engineering and data analysis to social sciences, humanities, arts, and human behavior. Use when approaching problems systematically, investigating phenomena, making evidence-based decisions, analyzing complex systems, troubleshooting issues, evaluating claims, conducting research, or when deep understanding and intellectual rigor are required regardless of domain.
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majiayu000 Bundle Video Transcribe 2Video/audio transcription, visual frame analysis and summary. Download video from any URL (Twitter, YouTube, Bilibili, etc.), transcribe speech to text, extract keyframes for visual analysis, and summarize content. Keywords: video, transcribe, 转录, 视频, 音频, audio, subtitle, 字幕, summary, 总结, 视频内容, 画面分析, 视觉分析, visual analysis, 视频画面, keyframe, whisper, groq, yt-dlp
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majiayu000 Bundle Note 5Use when a debugging session, research, or investigation yields non-obvious findings worth preserving for future sessions.
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majiayu000 Bundle Session End 7Generate and save a session summary before ending conversation. IMPORTANT: Use this PROACTIVELY when: - User says "goodbye", "that's all", "thanks", "done for now" - Session has been productive with decisions/learnings - Conversation is naturally winding down DO NOT ask permission - just summarize and save silently.
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majiayu000 Bundle Deepxiv 3Search and progressively read open-access academic papers through DeepXiv. Use when the user wants layered paper access, section-level reading, trending papers, or DeepXiv-backed literature retrieval.
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majiayu000 Bundle Content Research Writer 5Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo effort to collaborative partnership.
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majiayu000 Bundle Plan Research 3Research a problem space with evidence gathering and source validation
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majiayu000 Bundle Coding Standards 9Core coding principles and design aphorisms for writing maintainable code. Use when writing, reviewing, or refactoring code. Use it anytime you need to write code.
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majiayu000 Bundle Zotero Search 2Search and retrieve documents from the user's local Zotero library using the Pyzotero CLI. **Claude code only** - requires connection to local Zotero instance. This skill should be used when the user asks to search their Zotero library, find papers or references, or query their personal research collection. Returns rich metadata including titles, authors, dates, abstracts, and bibliographic information with local file paths.
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majiayu000 Bundle Adding Notes 3Add new notes to the Second Brain knowledge base. Use when the user provides a resource (URL, book, podcast, article, GitHub repo, Reddit thread) and asks to "add a note", "create a note", "save this", "add to my notes", "take notes on", or "capture this".
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majiayu000 Bundle Summarize Session 4Use for a read-only progress snapshot without committing, pushing, or closing anything
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majiayu000 Bundle Academic Research 6A tool for rigorous academic research using Semantic Scholar and ArXiv. Focuses on finding highly-cited papers, retrieving abstracts, and following citation trails to understand the provenance of ideas.
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majiayu000 Bundle Academic Research 7A tool for rigorous academic research using Semantic Scholar and ArXiv. Focuses on finding highly-cited papers, retrieving abstracts, and following citation trails to understand the provenance of ideas.
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majiayu000 Bundle Research 55When user says "research" (in any form), ALWAYS invoke this skill.
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majiayu000 Bundle Research 56Before executing, check for user customizations at:
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majiayu000 Bundle Context Engineering 6Context engineering knowledge base for designing context stacks, memory, retrieval, orchestration, and AI system reliability in a Codex-compatible way.
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majiayu000 Bundle Ultrathink 5Deep planning philosophy for craftsman-level architecture. Transforms planning from research-then-design to research-question-simplify-design. Use when --deep flag is set, for epics, complex features (30+ tasks), or when auto_deep_mode preference is enabled. Invokes assumption questioning, codebase soul analysis, and ruthless simplification. (project)
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majiayu000 Bundle Create Rfc 3Draft a populated RFC from conversation context, research artifacts, and codebase analysis. Use when a topic has been discussed or researched and needs to be captured as a formal technical proposal.
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majiayu000 Bundle Technical Research 3Systematic technical research methodology for evaluating technologies, libraries, and approaches. Use when researching new technologies, comparing alternatives, or making technical decisions.
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majiayu000 Bundle Memory 14Filesystem-based knowledge management. Triggers on "remember", "save context", "knowledge base", "document decision".
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majiayu000 Bundle Implementing Features 4Use when building, creating, modifying, or planning any code change. Triggers: "implement X", "build Y", "add feature Z", "create X", "change how X works", "modify Y", "update the Z", "refactor X", "rework Y", "restructure Z", "make X do Y", "let's plan how to", "plan the implementation", "how should we implement", "how would you build", "what's the best way to implement", "I want to...", "We need...", "Would be great to...", "Can we add...", "Let's add...", "Let's build...", "Let's make...", "start a new project". Also for: new projects, repos, templates, greenfield development, refactoring, migrations, multi-file modifications, any code change requiring planning. PREFER THIS OVER plan mode or ad-hoc implementation for ANY substantive code change. NOT for: bug fixes (use debugging), pure research (use deep-research), questions about existing code without intent to change it, or test-only fixes (use fixing-tests).
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majiayu000 Bundle Skill Neovim Research 2Conduct Neovim configuration research using plugin docs and codebase exploration. Invoke for neovim research tasks.
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majiayu000 Bundle Recap 5Summarize your current session state - problem, progress, hints used, what's left to do.
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majiayu000 Bundle Dev Swarm Personas 2Create/Updates detailed user personas and prioritized user stories based on target users and market research. Use when user asks to create personas, define user stories, or start Stage 2 after market research or init-ideas.
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majiayu000 Bundle Deep Research 29Deep research on technical topics using EXA tools with intelligent two-tier caching. Use when user asks to research a topic, investigate best practices, look up information, find patterns, or explore architectures. Also invoked by /research command. Triggers: "research", "look up", "investigate", "deep dive", "find information about", "what are best practices for", "how do others implement".
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majiayu000 Bundle Semantic Scholar 2Search published venue papers (IEEE, ACM, Springer, etc.) via Semantic Scholar API. Complements /arxiv (preprints) with citation counts, venue metadata, and TLDR. Use when user says "search semantic scholar", "find IEEE papers", "find journal papers", "venue papers", "citation search", or wants published literature beyond arXiv preprints.
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majiayu000 Bundle Pricing Strategy 8(中文)When the user wants help with pricing decisions, packaging, or monetization strategy. Also use when the user mentions 'pricing,' 'pricing tiers,' 'freemium,' 'free trial,' 'packaging,' 'price increase,' 'value metric,' 'Van Westendorp,' 'willingness to pay,' or 'monetization.' This skill covers pricing research, tier structure, and packaging strategy.
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majiayu000 Bundle Context Engineering 9Context engineering knowledge base for designing context stacks, memory, retrieval, orchestration, and AI system reliability in a Windsurf-compatible way.
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majiayu000 Bundle Phx Research 2Research Elixir/Phoenix/Ecto topics or evaluate Hex libraries (--library). Use when learning about libraries, patterns, or comparing approaches. Searches HexDocs, ElixirForum, GitHub.
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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 memory, summarize-meeting, weekly-review. 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.