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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gabrielmoreira Skill Crispr Screen AnalyzerProcess CRISPR screening data to identify essential genes and hit candidates. Performs quality control, statistical analysis (RRA), and hit calling for pooled CRISPR screens including viability screens and drug resistance/sensitivity studies.
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gabrielmoreira Skill Bio Ontology MapperMap unstructured biomedical text to standardized ontologies (SNOMED CT.
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gabrielmoreira Skill Meta Protocol WriterGenerates a PROSPERO-compliant Meta-analysis protocol based on Title and PICOS. Use when the user wants to write a protocol for a systematic review or meta-analysis.
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gabrielmoreira Skill Scientific Manuscript WritingScientific manuscript writing: IMRAD, citation styles (APA/AMA/Vancouver/IEEE), figures/tables, reporting guidelines (CONSORT/STROBE/PRISMA/ARRIVE), writing principles (clarity/conciseness/accuracy), venue-specific style. For LaTeX see companion assets.
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gabrielmoreira Skill Echo ReconUser research reconnaissance — survey existing personas, research docs, interview notes, and feedback artifacts to establish what is already known about users. Use when asked to "what research exists", "review existing personas", "what do we know about our users", or before starting new research or synthesis work.
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gabrielmoreira Skill Graph InterpretationUse when interpreting scientific graphs and charts, explaining data visualizations for research presentations, writing figure captions for publications, or analyzing trends in clinical research data. Converts complex visual data into clear, accurate explanations for academic papers, clinical reports, and public presentations.
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gabrielmoreira Skill Reference Style SyncOne-click synchronization and standardization of reference formats in literature management tools, intelligently fixing metadata errors.
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gabrielmoreira Skill Usmle Case GeneratorGenerate USMLE Step 1/2 style clinical cases with patient history, physical.
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gabrielmoreira Skill Adme Property PredictorAnalyze data with `adme-property-predictor` using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation.
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gabrielmoreira Skill Meta Screening FulltextScreen full-text papers against inclusion/exclusion criteria, with optional PubMed metadata check using PMID. Use when the user needs to evaluate a paper for a meta-analysis.
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gabrielmoreira Skill Western Blot QuantifierAutomatically identify Western Blot gel bands, perform densitometric analysis, and calculate normalized values relative to loading controls.
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gabrielmoreira Skill Emerging Topic ScoutA real-time monitoring system for identifying "incubation period" research hotspots in biological and medical sciences before they are defined by mainstream journals.
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gabrielmoreira Skill Fda Guideline SearchSearch FDA industry guidelines by therapeutic area or topic.
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gabrielmoreira Skill Journal Latest IssueRetrieve the latest journal issue's table of contents and abstracts from URL/DOI/PMID/RSS/TOC sources, then generate Chinese key points locally (no external translation APIs) when a new issue needs quick review and archiving.
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gabrielmoreira Skill Literature FilteringFilter literature by publication year, journal, and predefined screening rules to produce inclusion/exclusion lists; use when conducting preliminary screening or systematic review screening to narrow the literature scope.
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gabrielmoreira Skill Basic Research DesignA biomedical research topic designer that generates progressive experimental subtitles and detailed research outlines based on a given subject. Use when the user wants to design a research proposal, outline experiments for a topic, or structure a biomedical study.
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gabrielmoreira Skill Knn ImputationUse when filtering genes with high missingness and then imputing missing values in a bulk expression matrix with group-aware KNN through DMwR2, where donor samples are restricted by one annotation column before imputation. For strata with 10 or fewer samples, the script falls back to row-wise direct filling with mean or median. NOT for: single-cell data, multi-column stratification, non-tabular inputs, network access, or interactive workflows.
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gabrielmoreira Skill Wgcna AnalysisUse when building a weighted gene co-expression network from a bulk expression matrix and a sample group file, filtering variable genes by MAD, identifying co-expression modules with WGCNA, correlating modules with traits, and exporting module-level plots and gene tables. NOT for single-cell RNA-seq, differential expression testing, methylation analysis, or datasets that are too small for WGCNA after quality control.
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gabrielmoreira Skill Authorship Credit GenUse when determining author order on research manuscripts, assigning CRediT contributor roles for transparency, documenting individual contributions to collaborative projects, or resolving authorship disputes in multi-institutional research. Generates fair and transparent auth...
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gabrielmoreira Skill Nih Biosketch BuilderGenerate NIH Biosketch documents compliant with the 2022 OMB-approved.
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gabrielmoreira Skill Phylogenetic Tree StylerAnalyze data with `phylogenetic-tree-styler` using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation.
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gabrielmoreira Skill Toxicity Structure AlertAnalyze data with `toxicity-structure-alert` using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation.
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gabrielmoreira Skill Medical Vector SearchVector database retrieval and evidence-based answering for medical research topics. Use when users need knowledge-base-backed answers about methodology, disease mechanisms, drug effects, clinical research, or research tools. Input is a medical research question; output is a st...
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gabrielmoreira Skill Pmc Official DownloadDownload PubMed/PMC literature using officially permitted PMC methods. Whenever the user wants to download PMC full text, batch-retrieve PMC Open Access Subset articles, save full text corresponding to PMID/PMCID locally, or needs to determine whether a PubMed article can be l...
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gabrielmoreira Skill Target Novelty ScorerScore the novelty of biological targets through literature mining and.
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gabrielmoreira Skill Inclusion Criteria GenGenerate and optimize clinical trial subject inclusion/exclusion criteria to balance scientific rigor with recruitment feasibility.
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gabrielmoreira Skill Deepseek HarnessLet the OpenCode host delegate code review, development, and research tasks to DeepSeek Harness.
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gabrielmoreira Skill Openevidence Core Workflow BExecute OpenEvidence secondary workflow: DeepConsult Research Synthesis. Trigger: "openevidence deepconsult research synthesis", "secondary openevidence workflow".
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aipoch Skill Blind Review SanitizerUse blind-review-sanitizer for academic writing workflows that need structured anonymization, explicit assumptions, and clear output boundaries for double-blind submission.
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aipoch Skill Cover Letter GeneratorGenerates a journal-ready cover letter from manuscript metadata, highlights, and journal-fit notes. Use when preparing an academic submission package and you need editor-facing language that clearly states novelty, relevance, declarations, and corresponding-author details.
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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.
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 blind-review-sanitizer, cover-letter-generator, response-tone-polisher. 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.