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 Camelid MedicineSpecialized medicine for Dromedary, Bactrian, Llama, and Alpaca. Focuses on pseudoruminant physiology, ellipsoid hematology, and One Health nanobody research.
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majiayu000 Bundle Technical SystemsSafety-net catch-all for extracting technical game entities not covered by other skills. Covers 193 entity types across achievements, inventory, audio, visual, cinematic, events, progression, research, media, secrets, art, and transport systems.
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majiayu000 Bundle Yc Batch EvaluatorEvaluate YC batch companies for investment — scrapes the YC directory, researches each company and its founders (work history, LinkedIn, website), assesses founder-company fit, and exports to Google Sheets with priority rankings. Use when asked to evaluate YC companies, research a YC batch, screen startups, or do due diligence on YC companies.
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majiayu000 Bundle Job Story MapperWrite Jobs-to-be-Done (JTBD) job stories and map customer jobs across functional, social, and emotional dimensions. Use when defining user needs, writing job stories, conducting JTBD research, or reframing features around customer outcomes. Produces a job story map with opportunity scoring, pain intensity ratings, and product opportunity analysis.
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majiayu000 Bundle Product ResearchFF&E product research — receives a brief from the designer, searches the web for matching products, and returns structured candidates to save to the master Google Sheet.
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majiayu000 Bundle Shaping JourneysList user canvases and shape common patterns into journey definitions. Use when consolidating user research into testable user flows.
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majiayu000 Bundle UX Research PlanCreate a structured UX research plan for any product question or feature. Use when asked to write a research plan, design a user study, create a discussion guide, write screener questions, or plan usability testing. Produces a full research plan with objectives, methodology, screener, discussion guide, and synthesis framework.
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majiayu000 Bundle Daily NotesManages daily notes with M-D-YYYY format (e.g., 1-1-2026.md). Use when the user asks to view recent notes, create daily notes, read today's notes, summarize the week, or references @notes/ or dates. Can fetch last 7 days of notes. Notes location is configurable in Settings > Storage.
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majiayu000 Bundle Mail ThreadRead and summarize a complete email thread or conversation. Show all messages in order, who said what, and what was decided. Use when user wants to read a specific email thread, catch up on a conversation, or understand what happened in an email chain. Arguments: subject line keywords, ROWID of any message in the thread, sender name, or conversation topic.
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majiayu000 Bundle Write Test CasesResearch and write test cases for a rule. Spawns a test-researcher to produce a coverage matrix, then test-case-writers (one per category) to create the files.
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majiayu000 Bundle Babysitter Project InstallSet up a project for babysitting. Research the codebase, build project profile, install tools.
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majiayu000 Bundle Sales Call PrepPre-sales-call intelligence composite. Deep dives on the person AND their company before a sales call, then maps findings to your product to generate talking points, objection prep, and a call strategy. Goes beyond generic attendee research — this is sales-specific intelligence that helps SDRs, AEs, and founders walk into calls with a plan. Tool-agnostic — works with any CRM, research source, and calendar.
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majiayu000 Bundle Academic WritingAcademic writing, research methodology, and scholarly communication workflows. Use when writing papers, literature reviews, grant proposals, conducting research, managing citations, or preparing for peer review. Essential for researchers, graduate students, and academics across disciplines.
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majiayu000 Bundle Research WritingResearch writing conventions for academic and professional contexts. Covers the research process (question formation, literature review, methodology, evidence evaluation), academic genres (research paper, literature review, annotated bibliography, thesis/dissertation, conference paper), citation and attribution (MLA, APA, Chicago, IEEE, in-text vs. footnote, bibliography construction), source evaluation (CRAAP test, peer review, primary vs. secondary, bias detection), research argument construction (hypothesis-driven, question-driven, thesis as evolving claim), and ethical research practices (plagiarism, paraphrase integrity, IRB considerations, data transparency). Use when writing research papers, evaluating sources, constructing academic arguments, or teaching research methodology.
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majiayu000 Bundle Aget Study TopicResearch a topic across the knowledge base before implementation. Searches L-docs, patterns, PROJECT_PLANs, SOPs, and governance for relevant context.
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majiayu000 Bundle Learning CuratorSummarize PR review comments and CI failure logs into structured fix patterns (JSON output) for the learning store. Use when review or CI signals are available after a PR is merged.
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majiayu000 Bundle Pricing ResearchPricing Research is a sophisticated analytical skill designed to systematically investigate price-related questions including customer price sensitivity, competitive pricing dynamics, optimal price points, value perception, and pricing strategy effectiveness.
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majiayu000 Bundle Review KnowledgeReview and maintain the knowledge base — find stale entries, orphan entries without connections, missing links between related entries, and generate topic summaries. Supports the "internalization" phase of knowledge management by surfacing knowledge for periodic review and reflection.
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majiayu000 Bundle Semantic ScholarSearch and retrieve research paper metadata using the Semantic Scholar Academic Graph API via curl. Use this skill whenever the user wants to find academic papers, look up citations, get paper details by DOI/arXiv ID/title, explore an author's publications, or fetch reference/citation lists. Trigger on phrases like "find papers on X", "look up this paper", "how many citations does X have", "papers citing X", "search for research about X", "get metadata for arxiv:...", or any request to explore academic literature. Always use this skill when the task involves academic paper search or metadata retrieval — even if the user just pastes a DOI or arXiv link and wants info about it.
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majiayu000 Bundle Talk Stage2 ResearchStage 2 (REX mode only) — Git archaeology, changelog analysis, verified factual timeline. Skip automatically in Concept mode.
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majiayu000 Bundle Ticket SummarizeSummarize a support ticket thread into key points and action items.
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majiayu000 Bundle Unified Research複数のリサーチAPI(Tavily/SerpAPI/Brave/NewsAPI/Perplexity)を統合した情報収集。 Use when: (1) user says「リサーチして」「調べて」「情報を集めて」「深掘りして」, (2) user wants multi-source research, (3) user mentions「ファクトチェック」「情報収集」. Do NOT use for: APIキー不要の簡易調査(research-freeを使用)、 最強の徹底調査(mega-researchを使用)。
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majiayu000 Bundle Web Research ParallelWeb research API with OpenAI-compatible chat completions and async tasks
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majiayu000 Bundle Buyer Journey MapperCreate persona × journey grids for AEO (Answer Engine Optimization) content strategy. Maps specific questions to buyer stages for AI citation optimization.
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majiayu000 Bundle Company IntelligenceGenerates comprehensive company research reports for sales preparation. Use this skill when preparing for executive meetings, researching target accounts, creating account plans, or understanding competitive landscape.
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majiayu000 Bundle Cv Content GeneratorGenerate case studies, blog posts, experience updates, and variant content from the knowledge base. Use when user wants to create new CV content, write articles, or generate job-specific variants.
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majiayu000 Bundle Debugging With ToolsUse when encountering bugs or test failures - systematic debugging using debuggers, internet research, and agents to find root cause before fixing
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majiayu000 Bundle Dialogue Daily CheckLog a daily check assessment for developer experience. Captures good/bad day indicators from C-6/C-7 research. Triggers on "daily check", "end of day check", "session check", "how was today".
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majiayu000 Bundle Disciplined ResearchPhase 1 of disciplined development. Deep problem understanding before design. Maps existing systems, identifies constraints, surfaces risks, and produces a research document for human approval before proceeding.
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majiayu000 Bundle Discord Chat SummarySummarize Discord chat messages across servers. Use when user asks for chat summary, digest, highlights, recap, or overview of Discord conversations.
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majiayu000 Bundle Geo Aeo OptimizationOptimize content for AI search engines (ChatGPT, Perplexity, Claude, Gemini) and featured snippets. Covers Generative Engine Optimization (GEO), Answer Engine Optimization (AEO), E-E-A-T signals, and content structuring for maximum AI citation probability. Use when optimizing content for AI visibility or auditing AI search readiness.
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majiayu000 Bundle Jj Clone Third PartyClone external repositories into work/ directory for examination and source code research. Use when needing to understand third-party dependency implementations, debug upstream issues, or research API usage patterns. (project)
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majiayu000 Bundle Knot Theory EducatorExpert in visualizing and explaining braid theory, knot mathematics, and topological concepts for educational purposes. Use for creating interactive visualizations, explainer cards, step-wise animations, and translating abstract algebra into intuitive understanding. Activate on keywords: braid theory, knot visualization, σ notation, crossing diagrams, Yang-Baxter, topological education. NOT for general math tutoring, pure knot invariant computation, or non-educational knot theory research.
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majiayu000 Bundle Literature RetrievalComplete literature retrieval capability combining search and filter skills. LOAD THIS SKILL WHEN: User needs "文獻檢索", "找文獻", "retrieve literature", "系統性搜尋" | starting systematic review | comprehensive literature search. CAPABILITIES: Multi-database search, MeSH expansion, quality filtering, PRISMA-compliant workflow. COMPOSITE SKILL: Combines literature-search + literature-filter.
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majiayu000 Bundle Openai Deep ResearchUse OpenAI's Deep Research API (o3 / o4 models) to automate multi-step, citation-backed research workflows.
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majiayu000 Bundle Paper ImplementationImplement research papers from arxiv. Use when the user provides an arxiv link, asks to implement a paper, or wants to reproduce research results.
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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 academic-writing, camelid-medicine, technical-systems. 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.