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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aipoch Skill Response Tone PolisherPolish reviewer-response letters by softening defensive language, preserving factual meaning, and keeping responses professional, concise, and publication-appropriate.
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aipoch Skill Graphical Abstract WizardGenerate graphical abstract layout recommendations based on paper abstracts.
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aipoch Skill Meta Feasibility AnalyzerAnalyzes the feasibility of a proposed Meta-analysis topic by searching for existing Meta-analyses and Clinical Trials on PubMed/ClinicalTrials.gov. Use when you need to evaluate if a topic is viable for a new Meta-analysis.
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aipoch Skill Pseudotime Trajectory VizAnalyze data with `pseudotime-trajectory-viz` using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation.
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aipoch Skill Survival Curve Risk TableAnalyze data with `survival-curve-risk-table` using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation.
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aipoch Skill Phenotype IntroductionExpert system for generating comprehensive biomedical phenotype introductions with structured academic content. Use when users request detailed explanations of cellular phenotypes including concept, mechanism, regulation, and detection methods in Chinese academic writing.
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aipoch Skill Pubchem Database SkillProgrammatic access to the PubChem database (via PUG-REST API and PubChemPy) for searching chemical compounds, retrieving physicochemical properties, performing structure similarity/substructure searches, and obtaining bioactivity data.
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aipoch Skill Pubmed Topic RecommendGenerate ~5 actionable research topic recommendations by querying PubMed E-utilities; use when a user provides a research direction/constraints and needs evidence-backed topic ideas quickly.
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gabrielmoreira Skill Adverse Event NarrativeGenerates CIOMS I-compliant ICSR narratives from adverse event case data for FDA and EMA regulatory submission. Includes temporal analysis, MedDRA coding, causality assessment using WHO-UMC or Naranjo criteria, and multi-format output.
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gabrielmoreira Skill Meta Baseline GeneratorGenerates a meta-analysis baseline characteristics section (text + table) from raw data. Supports Chinese and English. Use when the user provides baseline data and wants a formatted results section.
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gabrielmoreira Skill Experimental Data AnalysisStatistical analysis and reporting for experimental datasets; use when you need to interpret experimental results, test significance (t-tests/ANOVA), or generate reproducible reports.
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gabrielmoreira Skill Clinicaltrials DatabaseQuery ClinicalTrials.gov via API v2. Search trials by condition, drug, location, status, or phase. Retrieve trial details by NCT ID, export data, for clinical research and patient matching.
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gabrielmoreira Skill Adaptive Trial SimulatorDesign and simulate adaptive clinical trials with interim analyses, decision rules, and operating-characteristic summaries; use when planning adaptive designs or comparing stopping, enrichment, or sample-size re-estimation strategies.
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gabrielmoreira Skill Protocol StandardizationStandardize fragmented experimental steps into reproducible protocol documents when you need method organization, lab SOP drafting, or cross-operator reproducibility; missing parameters must be explicitly marked as "To be supplemented/Not provided".
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gabrielmoreira Bundle Cps Rca Central African Republic Jeanne SulzerMéthodologie « verification-first » pour la Cour Pénale Spéciale de Centrafrique (cour hybride, siège à Bangui). Toute citation est vérifiée (JusticeInfo, FIDH, HRW, legal-tools.org ; les sites officiels renvoient souvent une erreur 403). Couvre l'affaire Paoua, le « notamment » de l'article 3, et la complémentarité avec la CPI. Aide à la recherche, pas un conseil juridique. Fait partie de la bibliothèque open source « Skills for International Justice » — méthodologie : github.com/jeannesulzer/international-criminal-tribunals-skills
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gabrielmoreira Bundle Gibraltar Law Osint Philip VasquezA jurisdiction-grounding reference file for AI assistants working on Gibraltar legal, regulatory, and compliance research. Corrects systematic errors AI models make when applying English law to Gibraltar — a distinct jurisdiction under the Gibraltar Constitution Order 2006, with its own court hierarchy, civil procedure rules, employment law, and regulatory framework. Covers the source hierarchy, court structure, civil procedure divergences (14-day deemed service, post-Jackson reforms not adopted), employment law specifics (uncapped discrimination awards, 5-employee redundancy threshold), FSC financial services regulation, AML/KYC compliance sources, Gibraltar Companies Act 2014 with UBO public register, and a structured directory of official public record sources. Includes research profiles for lawyers, compliance professionals, and due diligence practitioners. Not legal advice.
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gabrielmoreira Skill Biomed Outline GeneratorGenerates structured biomedical outlines for review articles, discussion sections, and thesis proposals. Use when a user provides biomedical keywords, results/discussion text, or a proposal title plus background and needs a directly usable academic writing scaffold.
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gabrielmoreira Skill Grant Proposal AssistantAssist with biomedical grant proposal drafting, structure, and revision; use when preparing fundable proposal sections, aligning aims and methods, or improving reviewer-facing clarity.
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gabrielmoreira Skill Medical Scribe DictationConvert physician verbal dictation into structured SOAP notes. Trigger.
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gabrielmoreira Skill Citation Chasing MappingUse when identifying seminal papers in a research field, mapping research lineage and intellectual heritage, discovering related work through reference tracking, or finding potential collaborators through co-citation analysis. Maps citation networks to trace research evolution...
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gabrielmoreira Skill Competitor Trial MonitorMonitor competitor clinical trial progress and alert on market risks.
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gabrielmoreira Skill Funding Trend ForecasterAnalyze funding abstracts and project metadata to identify topic shifts and forecast near-term grant priorities.
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gabrielmoreira Skill Pubmed Search SpecialistBuild complex Boolean query strings for precise PubMed/MEDLINE literature retrieval. Trigger when user needs MeSH term mapping, Boolean query construction, advanced PubMed filters, citation searching, systematic review search strategy, or clinical query optimization.
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gabrielmoreira Skill Reagent Substitute ScoutFind validated alternative reagents based on literature citation data.
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gabrielmoreira Skill Umap Tsne AnalysisUse when performing sample-level dimensionality reduction and visualization on abundance or OTU-style matrices with a companion group file, generating UMAP and/or t-SNE coordinates and plots for group separation assessment. NOT for: differential expression testing, single-cell workflows requiring dedicated embeddings pipelines, or analyses without a sample grouping file.
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gabrielmoreira Skill Academic Abstract RefinerRefines long medical academic texts into SCI-style unstructured Chinese and English abstracts; use when you need to condense drafts/reports/summaries into bilingual abstracts and generate Summary_Report.md.
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gabrielmoreira Skill Irb Application AssistantAssists researchers with Institutional Review Board (IRB) application tasks, including drafting informed consent documents, reviewing research protocols for compliance, generating application forms, and preparing submission checklists. Use when the user mentions IRB, Instituti...
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gabrielmoreira Skill Meta Results Risk Of BiasGenerates the "Risk of Bias" results section for a meta-analysis based on assessment tables and statistics. Use when the user wants to draft the risk of bias analysis text from provided data tables.
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gabrielmoreira Skill Reference Retrieval SkillBased on user input, directly find relevant literature or automatically construct PubMed Boolean search queries to retrieve and filter references suitable for citation. Applicable for quickly finding high-quality evidence on specific topics and completing reference lists.
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gabrielmoreira Bundle Client Explanation Translator Larissa Meredith FlisterTurn complex legal analysis into clear, commercially useful client-facing advice. Use this whenever the user has dense legal material — drafting, internal analysis, counsel notes, research memos, pleadings, a case update, or correspondence — and wants it converted into something a client can actually understand and act on. Trigger on phrases like 'explain this to the client', 'put this in plain English', 'translate this for a non-lawyer', 'turn this into client-facing advice', 'make this client-ready', 'draft a client update', or when the user shares legal analysis and asks 'what does this mean for them'. Also trigger when the user wants a board summary, litigation risk update, or call script derived from legal material. The skill preserves legal nuance, uncertainty, and risk rather than oversimplifying — it makes advice usable, not just simpler.
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gabrielmoreira Skill Stat Result ValidatorValidate statistical research outputs for formulation quality, method-to- problem alignment, theory presence, experimental evidence, fair comparison, artifact completeness, and final-claim consistency.
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gabrielmoreira Skill Patient Recruitment Ad GenGenerate ethical, compliant, and patient-friendly recruitment advertisements for clinical trials.
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gabrielmoreira Skill Scientific Podcast SummaryAutomatically summarize scientific podcasts like Huberman Lab and Nature.
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gabrielmoreira Skill Systematic Review ScreenerAutomated abstract screening tool for systematic literature reviews with PRISMA workflow support.
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gabrielmoreira Skill Translational Gap AnalyzerAssess translational gaps between preclinical models and human diseases.
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gabrielmoreira Skill Inplasy Registration HelperAssists researchers in generating INPLASY registration content for meta-analyses from a title and optional protocol. Use when the user wants to draft a INPLASY registration form.
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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 response-tone-polisher, graphical-abstract-wizard, meta-feasibility-analyzer. 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.