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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revfactory Bundle Research Methodology 2Research methodology guide. Referenced by the research-designer and statistical-analyst agents when selecting research designs and analysis methods. Use for 'research methodology', 'experiment design', or 'statistical analysis' requests. Actual data collection and IRB review processing are out of scope.
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revfactory Bundle Research Methodology 3학술 연구 방법론 설계의 상세 프레임워크를 제공하는 전문 스킬. methodology-expert 에이전트가 정량/정성/혼합 연구를 설계하고 표본, 도구, 분석 방법을 선정할 때 활용한다. '연구 방법론', '연구 설계', '표본 설계', '측정 도구', '타당도 신뢰도', '통계 분석 방법' 등의 맥락에서 자동 적용한다. 단, 통계 소프트웨어(SPSS, R) 직접 실행이나 IRB 승인 신청은 이 스킬의 범위가 아니다.
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revfactory Bundle Research Methodology 4연구 방법론 가이드. research-designer와 statistical-analyst 에이전트가 연구 설계와 분석 방법을 선택할 때 참조. '연구 방법론', '실험 설계', '통계 분석' 요청 시 사용. 단, 실제 데이터 수집이나 IRB 심사 대행은 범위 밖.
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revfactory Bundle Interview Design 2인터뷰어(interviewer)가 사용하는 다큐멘터리 인터뷰 설계 전문 스킬. 인터뷰 대상 선정, 질문 시퀀스 설계, 감정 유도 기법, 윤리적 인터뷰 원칙을 제공한다. '인터뷰 질문', '인터뷰 대상', '증언 수집', '인터뷰 설계' 등에 활용한다.
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sheshiyer Skill Prediction Market Oracle ResearchResearch prediction markets as data sources or oracle signals for products, agents, dashboards, and decision intelligence, with source-grounded analysis of market-implied probabilities and caveats. USE WHEN evaluating a prediction market as a forecasting input or oracle-like signal, never for investment advice.
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sheshiyer Skill Scientific Thinking Literature ReviewSystematic literature-review workflow with search planning, source screening, synthesis, citation checks, and evidence logging. USE WHEN building a systematic, scoping, or narrative review, synthesizing the state of the art, or finding gaps for a research question.
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sheshiyer Skill Scientific Thinking Scholar EvaluationStructured rubric-based evaluation of scholarly work: methodology, evidence quality, citation support, and limitations. USE WHEN reviewing a paper, proposal, thesis chapter, or literature review, checking whether claims are backed by cited evidence, comparing papers, or producing revision feedback.
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jiayaoqijia Bundle Okx Dex Market 2Query read-only DEX token, market, signal, social, trenches, and WebSocket data. Use for token search, rankings, liquidity, holders, risk metadata, clusters, and trades; prices, K-lines/OHLC, indexes, and wallet PnL; smart-money/KOL/whale signals; news, sentiment, and token vibe; meme-launch, developer, bundle/sniper, and co-investor research; or DEX WebSocket clients. Triggers include hot tokens, holder concentration, smart money, top-trader leaderboards, pump.fun research, new token launches, on-chain token scanning, bundled or sniper activity, and WebSocket.
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mturac Bundle Deep Research 2Multi-source deep research using firecrawl and exa MCPs. Searches the web, synthesizes findings, and delivers cited reports with source attribution. Use when the user wants thorough research on any topic with evidence and citations.
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mturac Skill Research Ops 2証拠優先のecc現状調査ワークフロー。ユーザーが現在の公開証拠と提供されたローカルコンテキストに基づいて最新の事実、比較、情報の充実、または推奨事項を求める場合に使用する。
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mturac Skill Research Ops 3以证据为先的ecc当前状态研究工作流程。当用户希望基于当前公开证据和提供的本地上下文获取最新事实、比较、丰富信息或建议时使用。
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mturac Skill Deep Research 3コンテキスト深い研究を実施し、複雑なテーマについての権威ある答えを生成します。複数のソースをキュレート、相互参照、合成してコンテキスト内の完全な画像を構築します。
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mturac Skill Deep Research 4使用firecrawl和exa MCPs进行多源深度研究。搜索网络、综合发现并交付带有来源引用的报告。适用于用户希望对任何主题进行有证据和引用的彻底研究时。
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mturac Skill Market Research 2日本語翻訳:このファイルは market-research 用の日本語翻訳が必要です
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mturac Skill Market Research 3进行市场研究、竞争分析、投资者尽职调查和行业情报,附带来源归属和决策导向的摘要。适用于用户需要市场规模、竞争对手比较、基金研究、技术扫描或为商业决策提供信息的研究时。
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yigityildiz0 Bundle Scientific Problem SelectionThis skill should be used when scientists need help with research problem selection, project ideation, troubleshooting stuck projects, or strategic.
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vivy-yi Skill Cocounsel Legal Deep ResearchWestlaw Deep Research
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wenjunduan Skill Knowledge Base 2External knowledge base reader. Loads project docs, dev standards, company requirements from .knowledge/ directory. Auto-invoked during requirement analysis, design, and code review phases.
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ultroncore Skill Context Engineer 2Use when tasks are complex, multi-step, vague, or involve debugging, building, research with execution, or skill creation — any work where wrong scope, missing inputs, or poor framing would cause drift or incorrect output. Activates automatically before execution.
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nahisaho Skill Orchestrator 5Route PwC-style consulting requests to the most appropriate PwC framework or full-research flow. Use when selecting strategy, transformation, deal, impact, or risk analyses.
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ffsshhttiikk Skill Nuclear Physics 2Nuclear physics fundamentals including radioactive decay, nuclear structure, fission, fusion, particle interactions, and nuclear models for energy and research applications.
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yejiming Bundle Okx Dex Trenches 2Use this skill for meme/打狗/alpha token research on pump.fun and similar launchpads: scanning new token launches, checking developer reputation/开发者信息/dev launch history/has this dev rugged before/开发者跑路记录, bundle/sniper detection/捆绑狙击, bonding curve status/bonding curve progress, finding similar tokens by the same dev/相似代币, and wallets that co-invested (同车/aped) into a token. Use when the user asks about 'new meme coins', 'pump.fun launches', 'trenches', 'trench', '扫链', 'developer launch history', 'developer rug history', 'check if dev has rugged', 'bundler analysis', 'who else bought this token', 'who aped into this', 'similar tokens', 'bonding curve progress', '打狗', '新盘', '开发者信息', '开发者历史', '捆绑', '同车', 'rug pull count', 'similar meme coins', '捆绑情况', '已迁移出 bonding curve', or '发过多少个项目'. Do NOT use for market-wide whale/signal tracking — use okx-dex-signal. Do NOT use for per-token holder distribution or honeypot checks — use okx-dex-token.
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dingxingdi Bundle Hierarchical Rubric Based Artifact Grading 2Use this skill when a user wants evaluator data for grading complex artifacts against a rubric, such as codebases, research replications, long reports, logs, or multi-file submissions. Trigger it when the request sounds like 'break the task into rubric checks', 'grade the artifact against detailed criteria', 'evaluate partial progress', or 'make judge data for complex outputs that cannot be scored by one simple metric'. Plain-language examples include: 'judge whether the project meets the checklist', 'score a submission using leaf-node criteria', 'evaluate artifact quality step by step', and 'build judge data for rubric-based grading'.
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dingxingdi Bundle Focus Controlled Element Aware Summarization 2Use this skill when the user wants a summary with a clear lens or checklist rather than a generic paragraph. Trigger it for requests like "cover the key who/when/what/result," "summarize only the parts about X," "make the summary follow a fixed frame," or "focus on the specific question, not the whole document equally." This is especially useful for news, meetings, multi-news bundles, reviews, or technical documents where the task is selective coverage under an explicit focus constraint.
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s3yed Bundle Web Research 2Research any topic via web search, content extraction, and multi-source synthesis. Covers DuckDuckGo lite scraping, browser-based extraction, and parallel delegated research.
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s3yed Skill Venice 2Run Venice AI research through an isolated subagent workflow and return summarized results without blocking the main session.
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s3yed Skill Travel Booking 2Research and book multi-leg travel (flights, ferries, trains, buses) via online aggregators using browser tools. Covers itinerary construction, transfer timing, and presenting realistic connection options.
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agents-store Bundle Examples 28Tool call patterns, end-to-end research workflow examples, and scenario references for all 6 research types. Use when you need reference implementations or complete research examples.
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mkurman Bundle QutipQuantum physics simulation library for open quantum systems. Use when studying master equations, Lindblad dynamics, decoherence, quantum optics, or cavity QED. Best for physics research, open system dynamics, and educational simulations. NOT for circuit-based quantum computing—use qiskit, cirq, or pennylane for quantum algorithms and hardware execution.
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mkurman Bundle LamindbThis skill should be used when working with LaminDB, an open-source data framework for biology that makes data queryable, traceable, reproducible, and FAIR. Use when managing biological datasets (scRNA-seq, spatial, flow cytometry, etc.), tracking computational workflows, curating and validating data with biological ontologies, building data lakehouses, or ensuring data lineage and reproducibility in biological research. Covers data management, annotation, ontologies (genes, cell types, diseases, tissues), schema validation, integrations with workflow managers (Nextflow, Snakemake) and MLOps platforms (W&B, MLflow), and deployment strategies.
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mkurman Bundle NetworkxComprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs in Python. Use when working with network/graph data structures, analyzing relationships between entities, computing graph algorithms (shortest paths, centrality, clustering), detecting communities, generating synthetic networks, or visualizing network topologies. Applicable to social networks, biological networks, transportation systems, citation networks, and any domain involving pairwise relationships.
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fabioc-aloha Skill Research First Development 2Build knowledge bases that build software — research before code, teach before execute
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synthetic-sciences Bundle QutipQuantum physics simulation library for open quantum systems. Use when studying master equations, Lindblad dynamics, decoherence, quantum optics, or cavity QED. Best for physics research, open system dynamics, and educational simulations. NOT for circuit-based quantum computing—use qiskit, cirq, or pennylane for quantum algorithms and hardware execution.
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synthetic-sciences Bundle LamindbThis skill should be used when working with LaminDB, an open-source data framework for biology that makes data queryable, traceable, reproducible, and FAIR. Use when managing biological datasets (scRNA-seq, spatial, flow cytometry, etc.), tracking computational workflows, curating and validating data with biological ontologies, building data lakehouses, or ensuring data lineage and reproducibility in biological research. Covers data management, annotation, ontologies (genes, cell types, diseases, tissues), schema validation, integrations with workflow managers (Nextflow, Snakemake) and MLOps platforms (W&B, MLflow), and deployment strategies.
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synthetic-sciences Bundle NetworkxComprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs in Python. Use when working with network/graph data structures, analyzing relationships between entities, computing graph algorithms (shortest paths, centrality, clustering), detecting communities, generating synthetic networks, or visualizing network topologies. Applicable to social networks, biological networks, transportation systems, citation networks, and any domain involving pairwise relationships.
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synthetic-sciences Bundle Neurokit2Comprehensive biosignal processing toolkit for analyzing physiological data including ECG, EEG, EDA, RSP, PPG, EMG, and EOG signals. Use this skill when processing cardiovascular signals, brain activity, electrodermal responses, respiratory patterns, muscle activity, or eye movements. Applicable for heart rate variability analysis, event-related potentials, complexity measures, autonomic nervous system assessment, psychophysiology research, and multi-modal physiological signal integration.
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 research-methodology, research-methodology, research-methodology. 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.