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 Research ReviewGet a deep critical review of research from an external reviewer backend (Codex or manual). Use when user says "review my research", "help me review", "get external review", or wants critical feedback on research ideas, papers, or experimental results.
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majiayu000 Bundle Tiktok ResearchResearch high-performing TikTok videos from tracked accounts using Apify's TikTok Scraper. Identifies outlier content, analyzes top 5 videos with AI, and generates reports with actionable hook formulas. Use when asked to: - Find trending TikTok content in a niche - Research what's performing on TikTok - Identify high-performing video patterns - Analyze competitors' TikTok content - Generate content ideas from TikTok trends - Run TikTok research - Find viral TikToks - Analyze hooks and content structure Triggers: "tiktok research", "tt research", "find trending tiktoks", "analyze tiktok accounts", "what's working on tiktok", "content research tiktok", "tiktok analysis", "tiktok trends"
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majiayu000 Bundle Zotero CitationZotero 文献引用工作流助手。通过 Zotero 本地 API 读取文献库,为用户指定的文字段落或论文全文自动匹配参考文献,生成规范格式的 Reference。当用户需要"引用文献"、"分配参考文献"、"从 Zotero 选文献"、"生成 Reference 列表"、"匹配引用位置"、"添加参考文献"、"给这段话配引用"、"帮我找合适的参考文献"时触发。也适用于查询 Zotero 文献库、获取文献元数据、或管理论文 citation 的场景。
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majiayu000 Bundle Douyin Video SearchSearches Douyin (douyin.com) for videos by keyword and returns structured video data including author info, stats, cover, description, hashtags, and download URL. Supports date range filtering and sorting by relevance, likes, or recency. Use when user mentions Douyin search, scrape Douyin videos, collect TikTok China videos, extract douyin video data, grab douyin results, fetch douyin keyword videos, douyin video list, douyin content mining, search douyin by keyword, douyin likes filter, douyin date filter, douyin video download links, douyin creator info, douyin hashtag extraction, douyin video scraper, douyin KOL research, douyin content analysis.
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majiayu000 Bundle Baseline CreatinineEstimate baseline serum creatinine for AKI assessment in MIMIC-IV. Use for KDIGO staging, AKI research, or renal function baseline establishment.
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majiayu000 Bundle Blog Topic ResearchValidate topic uniqueness and identify unique angles before writing. Prevents generic content and helps find your specific value. Trigger phrases: "topic research", "validate topic", "should I write", "is this unique", "research topic", "check topic"
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majiayu000 Bundle Citation ExtractionExtract and validate citations with Jaccard overlap calculation. Ensures all claims have verifiable source evidence with ≥0.7 alignment threshold.
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majiayu000 Bundle Conference ReviewerThis skill should be used when writing official conference-style reviews for research papers as if from a top-tier systems conference reviewer. Use when the author wants a realistic, formal peer review with scores, strengths, weaknesses, and detailed feedback following standard conference review formats.
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majiayu000 Bundle Conversation SearchFind and resume Claude Code conversations by searching topics or filtering by date. Returns session IDs and project paths for easy resumption via 'claude --resume'. Use when user asks "find that conversation about X", "what did we discuss", "what did we work on yesterday", "summarize today's work", "show this week's conversations", "recent projects we accomplished", or wants to locate past work by topic, date, or time period (yesterday, today, last week, specific dates).
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majiayu000 Bundle Create Decision Log의사결정 로그 Supabase discussions 테이블에 생성. 회의/Slack/PR 등에서 결정된 사항을 기록. Use when (1) 의사결정 기록 요청, (2) 회의 결정사항 문서화, (3) summarize-meeting 스킬에서 호출.
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majiayu000 Bundle Creative StrategistResearch visual direction and develop your creative style. Use when establishing brand aesthetics, finding your visual identity, or planning creative direction for your assets. Integrates with Image Generation and other creative skills for automated asset creation.
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majiayu000 Bundle Cube Semantic LayerALWAYS USE when building semantic layer, working with metrics/dimensions, or integrating dbt with Cube consumption APIs. Use IMMEDIATELY when working with Cube REST API, GraphQL queries, or Postgres wire protocol (psycopg2 connections). Provides research steps for data modeling, dbt integration, MEASURE() syntax, and API validation.
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majiayu000 Bundle Curriculum ResearchResearch subject matter, align to educational standards, map prerequisites, and recommend learning theories for curriculum design. Use when starting curriculum development, exploring new topics, or needing standards alignment. Activates on "research this topic", "what standards apply", "curriculum research", or "prerequisite analysis".
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majiayu000 Bundle Document SummarizerSummarize long documents with key points and abstracts. Use when creating executive summaries or condensing content.
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majiayu000 Bundle Faion UX ResearcherUX research: user interviews, usability testing, personas, journey maps.
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majiayu000 Bundle Gene Set EnrichmentPerform gene set enrichment analysis using AI research providers. Analyzes lists of genes to identify biological themes, pathways, and functional associations.
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majiayu000 Bundle Gym Training ExpertApply cutting-edge exercise science from 2025 research on hypertrophy, progressive overload, biomechanics, and evidence-based training protocols for optimal strength and muscle development
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majiayu000 Bundle Heme Onc ConsultantHeme/Onc consultant: Rapid clinical decision support for hematology and oncology with multi-level analysis. Provides immediate guidance followed by deep adversarial validation, tumor board simulation with multiple specialties, evidence-based research, and risk-benefit analysis. Use for diagnostic dilemmas, treatment planning, complex cases, or when uncertain about clinical decisions in hematology/oncology.
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majiayu000 Bundle Knowledge SynthesisSynthesize knowledge from multiple sources into Zettelkasten notes for Logseq. Use when creating wiki pages, integrating academic research, or building interconnected knowledge with [[links]] and
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majiayu000 Bundle Literature ResearchThis skill should be used when the user asks to "搜索文献", "查找学术资料", "搜索最新研究", "literature search", "find papers", "search academic literature", "latest research", or mentions specific academic domains like AI, machine learning, computer science research. Provides comprehensive academic literature search and analysis capabilities for WeChat content creation.
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majiayu000 Bundle Persona DevelopmentCreate and maintain user personas from research data for product targeting
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majiayu000 Bundle Policyengine DesignPolicyEngine visual identity - colors, fonts, logos, and branding for web apps, calculators, charts, and research
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majiayu000 Bundle Pubmed Quick SearchQuick literature search on PubMed. Triggers: 搜尋, 找論文, search papers, find articles, PubMed, 文獻搜尋, 快速搜尋
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majiayu000 Bundle Real Estate AnalystProperty analysis, investment evaluation, and market research for real estate professionals and investors
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majiayu000 Bundle Research ProcessingUse when adding external sources to research library - normalizes source, extracts insights, assigns topic, validates integrity, and writes to datasets/research/{topic}/
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majiayu000 Bundle Researching AI NewsResearch and compile the latest AI news from across the industry. Use this skill when asked to find AI news, get AI updates, research what's happening in AI, check for AI announcements, or gather intelligence on AI companies. Triggers include requests for "AI news", "latest AI developments", "what's new in AI", "AI industry updates", or news about specific AI companies (OpenAI, Anthropic, Google, Microsoft, Meta, Amazon, Nvidia, xAI, Mistral, Cohere, Apple, Salesforce).
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majiayu000 Bundle Scientific ReviewerComprehensive scientific document review and analysis. Use when Claude needs to review scientific papers, reports, preprints, or other research documents for: (1) Identifying and evaluating claims and supporting evidence, (2) Assessing logical argumentation and experimental design, (3) Reviewing citation adequacy and suggesting additional references, (4) Determining document type and research contribution, (5) Checking technical accuracy and methodology, (6) Providing constructive feedback on presentation and clarity. Also handles language, grammar, and formatting review separately.
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majiayu000 Bundle Swapper IntegrationIntegrate new DEX aggregators, swappers, or bridge protocols (like Bebop, Portals, Jupiter, 0x, 1inch, etc.) into ShapeShift Web. Activates when user wants to add, integrate, or implement support for a new swapper. Guides through research, implementation, and testing following established patterns. (project)
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majiayu000 Bundle Thoughts ManagementManage thoughts directory operations including initialization, synchronization, and metadata generation. Use after creating or modifying research documents, implementation plans, or notes to keep the searchable directory synchronized. Also use when gathering git metadata for document frontmatter.
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majiayu000 Bundle Twitter To ObsidianExtract content from Twitter/X articles, summarize key points, and save as structured Obsidian notes. Use when user provides a Twitter/X URL and wants to save it as a note, or mentions "save to Obsidian", "create a note from this tweet/article", or similar requests.
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majiayu000 Bundle Update PublicationsUpdates the Monarch Initiative publications page with latest data from Google Scholar. Use this when the user asks to update publications, refresh citation metrics, or add new papers to the publications page.
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majiayu000 Bundle Adding NotesAdd 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 AI AdvantageDevelop research-backed AI competitive strategies combining academic research, market trends, and social sentiment analysis
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majiayu000 Bundle Ark ResearchResearch technical solutions by searching the web, examining GitHub repos, and gathering evidence. Use when exploring implementation options or evaluating technologies.
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majiayu000 Bundle Nnt CompilerWork with the NNT (Nakul Notation Tool) compiler - parse music notation shorthand, query musical structures, and export to MusicXML, ABC, and other formats for PhD research and educational content
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majiayu000 Bundle Table FillerFill `outline/tables.md` from `outline/table_schema.md` + evidence packs (NO PROSE in cells; citation-backed rows). **Trigger**: table filler, fill tables, evidence-first tables, 表格填充, 从证据包填表. **Use when**: table schema exists and evidence packs are ready; you want tables that never copy outline placeholders. **Skip if**: `outline/tables.md` already exists and is refined (>=2 tables; citations in rows; no placeholders). **Network**: none. **Guardrail**: do not invent facts; every row must include citations; do not write paragraph cells.
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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 ark-research, Persona Development, research-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.