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 Persona IntelUse to summarize persona goals, pains, proof points, and questions for call prep.
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majiayu000 Bundle Phd QualifierExpert evaluation of Chemical Engineering PhD qualifying exams - review written reports, presentations, and prepare comprehensive questioning sessions to assess student readiness for doctoral research
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majiayu000 Bundle Plan ResearchPlan technical research (enters plan mode)
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majiayu000 Bundle Polaris CatalogALWAYS USE when configuring Polaris catalog, managing namespaces, or setting up credentials in floe-platform. Use IMMEDIATELY when integrating DuckDB via dbt-duckdb plugin, configuring PyIceberg REST catalog, or debugging access control issues. Provides research steps for REST API, OAuth2 authentication, and multi-engine coordination with DuckDB, dbt, and Dagster.
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majiayu000 Bundle Quota ManagerManage Gemini Deep Research API quotas with rate limiting, exponential backoff, and client-side tracking. Use when handling API quota errors, implementing rate limiting, batch job submission, or when asked about quota limits, rate limiting, throttling, or API quotas.
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majiayu000 Bundle Rd ManagementR&D management expertise for R&D portfolio management, technology roadmapping, research methodology, patent strategy, lab management, academic partnerships, and regulatory pathways. Use when managing research programs, planning technology roadmaps, or building patent portfolios.
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majiayu000 Bundle Research NewsYahoo! Japan ニュースから最新ニュースを収集・整理するスキル。「主要」「国内」「国際」「経済」の4ジャンルから各3件のニュースを取得し、タイトル・概要・ポイントを整理して通知する。ニュースリサーチ、最新情報の収集、ニュースサマリー作成時に使用。
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majiayu000 Bundle Sirs CriteriaCalculate SIRS (Systemic Inflammatory Response Syndrome) criteria for ICU patients in MIMIC-IV. Use for historical sepsis definitions, inflammatory response assessment, or research comparing SIRS vs Sepsis-3.
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majiayu000 Bundle Skill PlannerCreate phased implementation plans from research findings. Invoke when a task needs an implementation plan.
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majiayu000 Bundle Skills SearchThis skill should be used when users want to search, discover, install, or manage Claude Code skills from the CCPM registry. Triggers include requests like "find skills for PDF", "search for code review skills", "install cloudflare-troubleshooting", "list my installed skills", "what does skill-creator do", or any mention of finding/installing/managing Claude Code skills or plugins.
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majiayu000 Bundle Stata AnalystStata statistical analysis for publication-ready sociology research. Guides you through phased workflows for DiD, IV, matching, panel methods, and more. Use when doing quantitative analysis in Stata for academic papers.
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majiayu000 Bundle Strategy MemoUse when creating formal strategy memo from session or standalone - systematic extraction, framework-driven analysis, evidence-based recommendations with citation rigor
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majiayu000 Bundle SummarizationCreate effective summaries by matching summarization type to purpose, audience, and context. Use when asked to summarize, create TLDR, condense content, or create executive summaries. Keywords: summary, TLDR, condense, executive summary, abstract.
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majiayu000 Bundle Survey DesignDesign and analyze surveys for product validation and user research
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majiayu000 Bundle Ring Using Pm Team10 pre-dev workflow skills + 3 research agents organized into Small Track (4 gates, <2 days) and Large Track (9 gates, 2+ days) for systematic feature planning with research-first approach.
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majiayu000 Bundle Vibe ResearchDeep research and market validation for app ideas. Use when starting a new project, validating an idea, or when the user says "research my idea", "validate my app", or "help me start a new project".
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majiayu000 Bundle Weekly ReviewSummarize the past week's daily journal entries. Use when asked to "weekly review", "review the week", "summarize this week", or "week summary".
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majiayu000 Bundle WhiteboardingBrainstorm and plan features through codebase search, technology research, and 2-3 approach comparison before producing implementation-ready plans. Use when starting features, designing solutions, or planning complex work. Triggers on: whiteboard, let's plan, brainstorm, design this, figure out how to build. Save plans to docs/plans/ for execution via /code-foundations:building.
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majiayu000 Bundle Zotero SearchSearch the user's local Zotero library, find related papers via Semantic Scholar, and discover citations/references. **Claude only** - this skill requires a local Zotero instance and access to a port on localhost. Use when the user asks to search their Zotero library, find papers on a topic, explore citations of a paper, or find related literature. Supports cross-referencing Semantic Scholar results against the local library.
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majiayu000 Bundle UX ResearchUse this skill when planning user research, conducting usability tests, creating journey maps, or designing A/B experiments. Triggers on user interviews, usability testing, user journey maps, A/B test design, survey design, persona creation, card sorting, tree testing, and any task requiring user experience research methodology or analysis.
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majiayu000 Bundle CodewikiGenerate a structured product knowledge base from codebase scanning. Creates a codewiki/ folder with architecture docs, user flows, API reference, service maps, and more. Also generates CLAUDE.md. Handles single repos, monorepos, and multi-repo microservices. Use when asked to document a project, generate a knowledge base, map architecture, create onboarding docs, or set up CLAUDE.md for a codebase.
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majiayu000 Bundle PdflatexInstall and use pdflatex to compile LaTeX documents into PDFs on Linux. Use when generating academic papers, research publications, or any documents written in LaTeX.
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majiayu000 Bundle Paper LookupSearch 10 academic paper databases via REST APIs for research papers, preprints, and scholarly articles. Covers PubMed, PMC (full text), bioRxiv, medRxiv, arXiv, OpenAlex, Crossref, Semantic Scholar, CORE, Unpaywall. Use when searching for papers, citations, DOI/PMID lookups, abstracts, full text, open access, preprints, citation graphs, author search, or any scholarly literature query. Triggers on mentions of any supported database or requests like "find papers on X" or "look up this DOI".
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majiayu000 Bundle Research LitSearch 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 Validate BibValidate bibliography entries against citations in all lecture files. Structural checks (missing/unused entries, malformed fields) by default; `--semantic` adds citation-drift detection, DOI verification, and style-consistency checks.
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majiayu000 Bundle Plan Fast[Planning] No research. Only analyze and create an implementation plan
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majiayu000 Bundle Plan Hard[Planning] Research, analyze, and create an implementation plan
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majiayu000 Bundle Nw DivergeGenerates 3-5 divergent design directions through JTBD analysis, competitive research, structured brainstorming, and taste evaluation before convergence. Use when the team has a validated problem but hasn't chosen a solution approach.
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majiayu000 Bundle Shape SpecResearch and gather requirements for a new feature spec. Use when you have a feature idea and need to understand scope, gather requirements, and document visuals before writing a spec.
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majiayu000 Bundle Bias CheckUse before any research activity or significant decision. Reviews cognitive biases relevant to the current stage.
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majiayu000 Bundle Dr ExploreDeep Researchの探索・収集フェーズ。世界中のニュース/SNS/論文/公式Docs/OSS情報を横断して 証拠(evidence.jsonl)として保存する。調査の一次素材を作りたいときに使う。
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majiayu000 Bundle FreesearchTRULY FREE research via Exa API - zero Claude tokens. Uses Exa directly, no Gemini CLI wrapper.
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majiayu000 Bundle OmnisearchUnified web and social media search across 5 providers (Brave, Tavily, Xpoz, Exa, Firecrawl). Auto-routes queries to the best API, supports parallel multi-provider search with deduplication, AI-generated answers, and social media search. Triggers on web search, find news, search Twitter, search Reddit, social media search, multi-provider search, omnisearch, research news, OSINT, search for, look up, find information about.
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majiayu000 Bundle Read PaperConvert a research paper into structured Obsidian notes and link research projects
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majiayu000 Bundle SynthesizeSynthesize information across multiple sources into a structured document. Processes sources in batches across sessions to handle more data than fits in context. Discovers and queues related sources automatically. Use for research synthesis, topic deep-dives, or consolidating scattered notes. Triggers on "synthesize", "synthesis", "research [topic]".
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majiayu000 Bundle Bookstrap EditRun editing passes over completed sections for voice consistency, timeline verification, contradiction flagging, and citation coverage
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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 persona-intel, phd-qualifier, plan-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.