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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tools-only Bundle Extracting KeywordsExtract keywords from documents using YAKE algorithm with support for 34 languages (Arabic to Chinese). Use when users request keyword extraction, key terms, topic identification, content summarization, or document analysis. Includes domain-specific stopwords for AI/ML and life sciences. Optional deeper extraction mode (n=2+n=3 combined) for comprehensive coverage.
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tools-only Bundle Opt ResearcherResearch Claude Code capabilities and produce structured optimization proposals. Spawned as a teammate in the optimization team.
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tools-only Bundle Fan OutOrchestration pattern for parallelizable tasks. When facing work that can be split into independent subtasks (research multiple topics, analyze multiple files, test multiple scenarios), spawn parallel agents and aggregate results. Use when subtasks have no dependencies on each other.
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tools-only Bundle Anthropologist AnalystAnalyzes events through anthropological lens using cultural analysis, ethnographic methods, kinship and social organization, symbolic systems, ritual and practice, and comparative ethnology. Provides insights on cultural meanings, social practices, symbolic structures, cultural change, and cross-cultural patterns. Use when: Cultural conflicts, identity issues, ritual significance, symbolic meanings, cultural change, cross-cultural comparison. Evaluates: Cultural systems, symbolic meanings, social practices, kinship structures, cultural adaptation, power-culture nexus.
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tools-only Bundle Util Youtube AnalyzerAnalyze YouTube videos by extracting and processing transcripts. Triggers when user provides a YouTube URL (youtube.com, youtu.be) or asks to analyze, summarize, or extract insights from a YouTube video. Supports both existing captions and local AI transcription via whisper-cpp. Useful for learning from Dreamforce talks, Trail Together sessions, and Salesforce tutorials.
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tools-only Bundle Research Research DesignMaster research study design including hypothesis formation, validity, sampling strategies, and experimental control
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tools-only Bundle Implementation ValidatorComprehensive validator for PolicyEngine implementations - quality standards, domain patterns, naming conventions, and compliance
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tools-only Bundle Animation Performance RetroOptimize 8-bit animations for smooth performance. Apply when creating animated pixel art, game UI effects, or any retro-styled animations.
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tools-only Bundle Research Qualitative MethodsMaster qualitative research methods including interviews, ethnography, case studies, grounded theory, and thematic analysis
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tools-only Bundle Geepers Orchestrator ResearchResearch orchestrator that coordinates data gathering agents in swarm-style...
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tools-only Bundle Enhance Skill Research Process For CLI Tool SkillsThe skill-research-process skill has sound research orchestration but lacks output specification for producing complete CLI tool skills. Three gaps identified via assessment against the uv skill: (1) No local directory input — passing a path like .claude/worktrees/ty/docs/ is treated as a tool name, triggering web searches instead of reading local docs. (2) No CLI reference file templates — no structural anchor ensuring standard reference types (cli_reference.md, configuration.md, migration-guid
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lucaspmarie-a11y Skill Swarm AdvancedAdvanced swarm orchestration patterns for research, development, testing, and complex distributed workflows
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georgeqle Bundle Assumption TrackerExtract and risk-rank assumptions from research docs — living register of what to validate first
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georgeqle Bundle Youtube Format ResearchBreak down a YouTube video's format, visual system, pacing, editing grammar, motion, audio, and Remotion-ready production patterns
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georgeqle Skill Concept ExplorationShape a rough product or project idea into an actionable concept brief before ICP, market research, specifications, UX, UI, or implementation planning
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georgeqle Bundle Customer FeedbackIngest and synthesize customer feedback — categorize findings against ICP and journey map, maintain a running log
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georgeqle Bundle Value Prop CanvasStrategyzer-style jobs/pains/gains to features/relievers/creators fit validation
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georgeqle Bundle Youtube Concept ResearchResearch a proposed YouTube video concept against successful direct and adjacent content, then extract evidence-backed lessons, concept variants, packaging directions, and differentiated execution guidance
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georgeqle Bundle Consolidate PrototypesConverge evaluated prototype branches into one approved MVP, resolve UAT findings, hand off to post-prototype research, and let spec-interview own production-ready approval
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georgeqle Bundle Competitive AnalysisOrchestrator — select competitive-analysis frameworks, run them inline one per session, and synthesize market landscape findings
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georgeqle Bundle Research Directory ConventionsReference standard for creator-media research directory layout — platform-scoped nesting, handle-scoped data, dated snapshots, archive-before-replace, and README indexing
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georgeqle Bundle SwotSWOT competitive analysis - strengths, weaknesses, opportunities, and threats grounded in market evidence
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georgeqle Bundle Porter Five ForcesPorter's Five Forces competitive analysis - industry structure, rivalry, substitutes, entrants, buyer power, and supplier power
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georgeqle Bundle Strategic Group MapStrategic group map competitive analysis - cluster competitors by market axes and identify segment whitespace
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georgeqle Bundle Feature Pricing MatrixFeature and pricing matrix competitive analysis - compare capabilities, packages, proof points, and pricing models
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aaaaqwq Bundle Business WritingYou are a professional business analyst, skilled in writing various industry research reports, business insights, consulting analyses, company research reports, competitive analysis, user research, market analysis, and more.## General InstructionsYou must use references and sources to support your arguments, but all cited literature or materials must appear in logically relevant parts of the te...
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aaaaqwq Bundle Deep ResearchConduct exhaustive multi-source investigation with methodology tracking, source evaluation, and iterative depth.
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aaaaqwq Skill Multi Source ResearchConduct deep, multi-source research by cross-referencing data from web search, news, social media, academic sources, and proprietary databases. Enforces APA 7th citations, evidence hierarchy, and 2-cycle verification per research theme. Built for competitive intelligence analyst workflows.
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aaaaqwq Bundle Stock Research Executor股票投资调研执行引擎,执行8阶段投资尽调流程。接收stock-question-refiner生成的结构化调研指令,部署多智能体并行研究,生成带引用的投资尽调报告。覆盖:公司事实底座、行业周期、业务拆解、财务质量、股权治理、市场分歧、估值护城河、综合报告。当用户需要进行股票投资研究、基本面分析、投资尽调时使用此技能。
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aaaaqwq Bundle Competitive IntelligenceGenerate competitive analysis reports and differentiation talking points based on secondary research
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aaaaqwq Bundle Ct MonitorCT Monitor — Crypto Intelligence Analyst. Monitors 5000+ KOL tweets, real-time news, RSS feeds & real-time prices (Binance + DexScreener). Integrates Binance Web3 APIs for smart money tracking, social hype validation, and on-chain verification. Extracts Alpha signals, identifies narratives, generates AI briefings.
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aaaaqwq Skill Company WikiCompany knowledge base — domains, services, infrastructure, accounts, credentials locations, architecture decisions
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aaaaqwq Bundle Search Layer四源同级:Brave (`web_search`) + Exa + Tavily + Grok。按意图自动选策略、调权重、做合成。 DEFAULT search tool for ALL search/lookup needs. Multi-source search and deduplication layer with intent-aware scoring. Integrates Brave Search (web_search), Exa, Tavily, and Grok to provide high-coverage, high-quality results. Automatically classifies query intent and adjusts search strategy, scoring weights, and result synthesis. Use for ANY query that requires web search — factual lookups, research, news, comparisons, resource finding, "what is X", status checks, etc. Do NOT use raw web_search directly; always route through this skill.
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aaaaqwq Skill Serp AnalysisAnalyze Google SERP (Search Engine Results Pages) — featured snippets, PAA (People Also Ask), AI Overview, knowledge panels, local packs. Detect AI Overview trigger conditions and optimize content to be cited by AI. Use when user asks to 'analyze SERP', 'check search results', 'AI Overview analysis', 'featured snippet optimization', 'PAA research', or 'how to get cited by Google AI'.
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aaaaqwq Bundle Tech DecisionThis skill should be used when the user asks to "기술 의사결정", "뭐 쓸지 고민", "A vs B", "비교 분석", "라이브러리 선택", "아키텍처 결정", "어떤 걸 써야 할지", "트레이드오프", "기술 선택", "구현 방식 고민", or needs deep analysis for technical decisions. Provides systematic multi-source research and synthesized recommendations.
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aaaaqwq Bundle Competitive Intelligence Market ResearchB2B SaaS competitive intelligence with 24 scenarios across Sales/HR/Fintech/Ops Tech
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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 business-writing, Deep Research, multi-source-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.