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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modbender Bundle Fitness Coach 2Professional fitness and nutrition coaching system with specialized personas. Features a certified dietitian for meal planning and macro management, and a university-educated professional trainer for workout programming. Both provide evidence-based guidance from peer-reviewed research. Use when user wants science-backed fitness coaching, meal planning with proper nutrition science, progressive overload tracking, macro calculations, or evidence-based workout programming.
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modbender Bundle Web Research Assistant 3AI-powered web research assistant that leverages BrowserAct API to supplement restricted web access by searching the internet for additional information. Designed for OpenClaw and Claude Code.
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modbender Bundle X Research 2X/Twitter research skill powered by TwitterAPI.io. Agentic search, profile analysis, thread reading, watchlists, and sourced briefings. Use when asked to search X/Twitter, check what people are saying about a topic, monitor accounts, or research crypto/tech narratives on X.
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modbender Bundle Xiaohongshu Downloader 2Download and summarize Xiaohongshu (小红书/RedNote) videos. Produces a full resource pack with video, audio, subtitles, transcript, and AI summary. This skill should be used when the user asks to "download xiaohongshu video", "下载小红书视频", "save rednote video", "download from xiaohongshu", "小红书视频下载", "总结小红书视频", "summarize xiaohongshu video", or mentions downloading/summarizing content from xiaohongshu.com or xhslink.com.
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modbender Skill Intellectia Stock Screener 2Get stock screener list data from Intellectia API (no auth) and summarize results.
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modbender Skill Agentarxiv 2Outcome-driven scientific publishing for AI agents. Publish research papers, hypotheses, and experiments with validated artifacts, structured claims, milestone tracking, and independent replications. Claim replication bounties, submit peer reviews, and collaborate with other AI researchers.
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modbender Skill Super Research 2Super Research
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modbender Bundle Polymarket Research 2Polymarket research and directional trading sub-strategy. Part of paper-trader skill. Research-based probability assessment for directional prediction market trades. SUB-STRATEGY: Managed by parent paper-trader orchestrator.
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teng-bio Skill Grill MeInterview the user one question at a time to clarify a plan, requirement, research design, workflow, or implementation approach before execution. Use when the user wants to discuss/完善方案/商量方案/先别写代码/先不要写代码/先定流程/先完善流程/先问清楚/先规划/需求澄清/方案评审/风险梳理/把思路问透, or when they ask to stress-test a plan without immediately doing the task.
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modbender Bundle Literature Search 2Literature Search Skill
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teng-bio Skill Log SummarizerSummarize noisy logs, errors, command output, or run logs into likely causes and next steps. Use when the user provides 日志, 报错, error output, traceback, CI logs, run logs, 长任务失败日志, or asks 分析日志 / 看报错 / 找失败原因.
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teng-bio Skill Project SkeletonThin Chinese trigger/alias for bootstrapping or resuming a `.project_os/` research project harness. Use when the user says 项目骨架, 新项目骨架, 搭项目骨架, 初始化项目骨架, 项目工作流骨架, 研究项目骨架, 科研项目骨架, 开工, 继续项目, 继续下一步, 大项目, 逐步推进, 制定计划, 拆解任务, 当前进展, 恢复上下文, task_plan.md, findings.md, progress.md, 项目状态, 写一个项目状态文档, 开始分析, 先跑, 先画, 绘图, or 画图 in a durable project; then defer to research-project-os.
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teng-bio Skill Ticket BreakdownBreak a standalone non-.project_os task, ticket, issue, or frontier problem into small ordered steps with acceptance checks. Use when the user asks to 拆任务, 拆步骤, 分解任务, 制定小计划, 把当前问题拆小, 把当前任务拆成更小的验收步骤, 验收步骤, 验收条件, ticket breakdown, or issue breakdown. In `.project_os` projects, research-project-os routes first.
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teng-bio Bundle Bio Research Auto RouterBroad auto-router for vague Chinese or English bioinformatics, life-science research, omics, manuscript, paper-writing, reviewer-response, data-availability, PPT, literature-method, accession, GEO/SRA, RNA-seq, enrichment, workflow, or evidence-pack tasks when the user does not name a specific skill. Use for prompts like 帮我看看这些结果, 这个能不能写文章, 下一步怎么做, 整理一下生信结果, 写论文, 改文章, 审稿意见怎么回, 做组会PPT. Routes to bioinfo-evidence-orchestrator, bio-paper-writing, bio-results-writing, bio-methods-writing, bio-polishing, bio-reviewer-response, bio-data-code-availability, bio-paper2ppt, literature-method-data-miner, and existing tooluniverse/pubmed/reproduction skills.
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teng-bio Bundle Project Literature BridgeConnects a local research/project directory with an external literature library and generates an independent Obsidian project-literature bridge knowledge base pairing project summaries, short topic-focused paper notes, evidence records, method reuse, risks, and next actions. Use when 用户要项目总结和论文说明搭配、项目-文献桥接、项目报告与文献库、Obsidian项目文献库、外置文献库索引、根据项目报告整理参考文献、把论文映射到项目模块、文献证据矩阵、论文标题要简短概括主题、逐篇精读论文、每篇文章总结、论文深度笔记、deep paper note、deeppapernote、paper-reading-workflow、literature-reading-and-synthesis.
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teng-bio Bundle Literature Method Data MinerInterpret short Chinese literature-method prompts as a request to mine research methods and data from papers. Use when the user says 文献是怎么做的、这篇文献怎么做的、这些文献怎么做的、参考文献是怎么做的、文献里的方法、文献方法、参考文献的做法、从文献找科研方法、从文献收集数据、正文和附录数据、补充材料数据、根据文献找实验设计, even when papers were not provided and should be found through deep research first. In `.project_os` projects, route through research-project-os before recording literature findings.
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teng-bio Bundle Bioinfo Evidence OrchestratorBioinformatics evidence orchestration skill. Use when the user asks to analyze, validate, reproduce, inspect, organize, or prepare evidence from bioinformatics datasets, omics results, gene lists, workflows, database records, accessions, papers, or figures before writing. Routes to existing skills such as tooluniverse, pubmed-database, literature-method-data-miner, tooluniverse-rnaseq-deseq2, tooluniverse-gene-enrichment, sequence/protein/phylogenetics skills, scientific-critical-thinking, and reproduction skills. Produces EVIDENCE_PACK.md, risk tables, figure inventories, and missing-information lists. Do not use for manuscript prose drafting, polishing, reviewer responses, or PPT writing. 中文触发词:生信分析、组学分析、数据库查证、GEO、SRA、accession、QC、富集分析、RNA-seq、DESeq2、整理证据、写论文前整理结果、复现生信流程。
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teng-bio Bundle Tooluniverse Literature Deep ResearchComprehensive literature deep research across any academic domain using 120+ ToolUniverse tools. Conducts subject disambiguation, systematic literature search with citation network expansion, evidence grading (T1-T4), and structured theme extraction. Produces detailed reports with mandatory completeness checklists, integrated models, and testable hypotheses. Use when users need thorough literature reviews, target/drug/disease profiles, topic deep-dives, claim verification, or systematic evidence synthesis. Supports biomedical (genes, proteins, drugs, diseases), computer science, social science, and general academic topics. For single factoid questions, uses a fast verification mode with inline answer.
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domenicrosati Bundle Digital Research AllianceUse when working on the Digital Research Alliance of Canada (DRAC / alliancecan / formerly Compute Canada) HPC clusters — Fir, Rorqual, Nibi, Trillium, Narval, and the AI clusters Killarney, TamIA, Vulcan. Covers where the docs are, where the GPUs are and how busy they are, accounts/allocations (def-/rrg-/rpp-/AIP), the alliance gres/MIG syntax, storage quotas, and running across multiple clusters at once.
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finchipaiorg Skill Research Non Compete Enforceability ColoradoGuides the analyst in producing a comprehensive advisory memorandum on non-compete enforceability under the applicable Colorado framework, including choice-of-law analysis, statutory prerequisites, and consideration adequacy assessment.
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finchipaiorg Skill Build Deal Points Library S01Guides construction of a structured M&A deal points library from a set of executed agreements, capturing key economic, indemnification, covenant, and closing-term provisions for benchmarking and precedent research.
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finchipaiorg Skill Build Deal Points Library S02Guides construction of a structured M&A deal points library from a set of executed agreements, capturing the key economic, indemnification, covenant, and closing terms needed for benchmarking and precedent research.
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finchipaiorg Skill Draft Markup Of Escrow AgreementGuides preparation of a partner-ready marked-up escrow agreement with bracketed commentary on material issues, including independent verification of escrow amounts against the governing acquisition agreement formula, review of permitted investments, earnings-follow-principal allocation, release mechanics, claims procedure, tax reporting, governing law, fees, successor appointment mechanics, and citation of the applicable internal rationale for each proposed change.
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finchipaiorg Skill Identify Issues Oregon Regulatory Consent OrderAgents preparing a board-level issue memorandum on a regulatory consent order summarize the order's findings by checking the order for mathematical consistency, waiver scope, operational feasibility, privilege and confidentiality issues, reporting burden, governance authority, timing constraints, and any prior objections that were not addressed.
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finchipaiorg Skill Its Review Draft Voluntary SelfProduces a prioritized issue memorandum reviewing draft voluntary self-disclosures for completeness, accuracy, citation hygiene, intent-characterization consistency with the evidentiary record, missing concurrent disclosure obligations, and cross-document internal consistency.
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finchipaiorg Skill Hls Draft Markup CtaProduces a fully marked-up institutional redline of a sponsor-drafted clinical trial agreement, aligning the draft to the applicable institutional research position on indemnification causation, publication rights, adverse-event reporting, protocol amendment review, and government-funding / invention-ownership considerations.
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finchipaiorg Skill Draft Regulatory Impact Assessment MemorandumAgents summarize a proposed rule's provisions for a holding company and assess facility-level performance, data infrastructure implications, multi-regulator coordination, emerging community development qualification issues, and differential impacts across market types.
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finchipaiorg Skill Summarize Key Legal Issues Data RoomGuides preparation of a multi-workstream due diligence memorandum from a data room document review where findings must be organized by subject matter, risk-rated, and translated into recommended deal protections.
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finchipaiorg Skill Extract Key Allegations From Government Inquiry LetterAgents summarize allegations in a government inquiry letter at a high level, identify additional liability theories embedded in document-request sections, analyze disclosure-triggering events and their sequencing, and flag potential individual representation conflicts for named witnesses.
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finchipaiorg Skill Research Fiduciary Duty Standards For Proposed RelatedAgents should describe the applicable standard of review for a conflicted related-party transaction, identify the burden-shifting framework that can move review away from entire fairness only if the required process protections are present from the outset, evaluate whether the committee process is sufficiently independent and empowered, and flag any transaction assets, liabilities, or process gaps that require further analysis.
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finchipaiorg Skill Summarize Research Cpra Enforcement PrioritiesAgents summarize current privacy-enforcement priorities generically and prepare an executive briefing memorandum that prioritizes exposure areas, analyzes opt-out signal handling, evaluates whether advertising-related data disclosures implicate cross-context behavioral advertising opt-out obligations, and assesses whether privacy disclosures, vendor contracts, and inquiry-response practices support a defensible compliance posture.
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finchipaiorg Skill Extract Shareholder Proposal Terms From Proxy MaterialsAgents extract shareholder proposal terms and summarize proxy materials by topic, including voting outcomes, board recommendations, prior-year history, director relationships, committee composition issues, proxy access mechanics, voting-standard implications, and related-party transaction disclosures.
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finchipaiorg Skill Summarize Research Emerging Fintech Lending RegulationsAgents summarize emerging fintech lending regulations generically, identifying how true-lender risk, state rate restrictions, open-banking obligations, AI credit-decision explainability, proxy-variable fair lending risk, and notice-and-comment participation may affect a multi-state expansion without using scenario-specific facts, figures, parties, deadlines, or conclusions.
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finchipaiorg Skill Summarize Research Dol Independent Contractor RuleAgents produce a general summary of the federal independent-contractor classification rule for an executive audience, contrasting the current totality-of-the-circumstances framework with any prior simplified approach, identifying worker categories and agreement provisions that may affect classification analysis, and organizing the output so the reader can prioritize further review and remediation by worker type.
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finchipaiorg Skill Research Wage And Hour Classification For New Job RoleGuides the analyst in producing a comprehensive wage-and-hour classification memorandum for a new job role, applying the applicable federal and state exemption tests and analyzing potential exposure in a procedural, jurisdiction-aware way.
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finchipaiorg Skill Identify Opposing Party Filing IssuesCloses the gap where agents summarize opposing temporary-orders motions without applying the correct property-characterization doctrine to inherited assets, challenging one-sided asset-freeze requests against the mutual-restraint standard, evaluating third-party declarations for personal-knowledge limitations, and assessing whether a custody reversal request is supported by the applicable best-interest factors.
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 fitness-coach, web-research-assistant, x-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.