aipoch/medical-research-skills

1

skill-auditor A comprehensive auditor for any agent skill — including Manus, OpenClaw/ClawHub, Claude, LobeHub, or custom SKILL.md-…

aipoch/medical-research-skills

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biomedical-search-strategy-builder Builds professional search strategies for PubMed, Embase, Web of Science, and similar databases. Use when a user need…

aipoch/medical-research-skills

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literature-close-read Produce a structured close-reading report from a paper's full PDF-to-Markdown text (with `## Page XX` pagination and …

aipoch/medical-research-skills

3

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meta-protocol-writer Generates a PROSPERO-compliant Meta-analysis protocol based on Title and PICOS. Use when the user wants to write a pr…

aipoch/medical-research-skills

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search-pubmed An intelligent tool for precision medical literature search using PubMed's E-utilities API.

aipoch/medical-research-skills

3

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author-response-builder Turns reviewer comments into structured, professional point-by-point responses linked to manuscript revisions, clarif…

aipoch/medical-research-skills

2

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baseline-extraction-for-clinical-trials Extracts clinical trial baseline data (study, region, participants, etc.) from article text or PMID. Checks PubMed fo…

aipoch/medical-research-skills

2

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clinical-cohort-protocol-designer Designs retrospective or prospective clinical cohort study protocols for biomedical and clinical research. Always use…

aipoch/medical-research-skills

2

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clinical-question-clarifier Clarifies a vague clinical or biomedical research idea into a structured, bounded, searchable, researchable, and test…

aipoch/medical-research-skills

2

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confounder-and-bias-control-planner Plans confounder control, variable adjustment logic, and bias mitigation strategies at the protocol stage for clinica…

aipoch/medical-research-skills

2

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endpoint-definition-designer Designs primary, secondary, and exploratory endpoints for biomedical and clinical research protocols. Always use this…

aipoch/medical-research-skills

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evidence-level-ranker Ranks papers by evidence family, methodological quality tier, validation depth, and claim discipline; assigns anchor,…

aipoch/medical-research-skills

2

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feasibility-aware-study-planner Designs a realistic, execution-aware biomedical study version under explicit constraints of samples, time, budget, da…

aipoch/medical-research-skills

2

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medical-english-precision-editor Improves medical English precision without changing the underlying facts, evidence boundaries, or intended scientific…

aipoch/medical-research-skills

2

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methods-section-writer Turns your protocol and analysis workflow into publication-ready Methods text. Use when writing or revising the Metho…

aipoch/medical-research-skills

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multi-database-literature-collector Collects candidate biomedical literature across multiple databases, adapts search logic by database, preserves source…

aipoch/medical-research-skills

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pdf-to-ppt-pack Convert research paper PDFs into literature-report PPTX decks using a fully offline workflow (extract text/figures, m…

aipoch/medical-research-skills

2

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prospero-registration-helper Assists researchers in generating PROSPERO registration content for meta-analyses from a title and optional protocol.…

aipoch/medical-research-skills

2

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reference-integrity-checker Checks whether manuscript references are accurately matched to claims, appropriately scoped, and not overextended, mi…

aipoch/medical-research-skills

2

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reporting-guideline-compliance-checker Checks biomedical manuscripts against reporting guidelines such as CONSORT, STROBE, PRISMA, and TRIPOD to identify mi…

aipoch/medical-research-skills

2

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results-section-structurer Organizes biomedical figures, analyses, and result blocks into a clear Results section structure with disciplined nar…

aipoch/medical-research-skills

2

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table-narrative-writer Converts biomedical table content into clear manuscript or presentation narrative by prioritizing meaningful patterns…

aipoch/medical-research-skills

2

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title-and-abstract-optimizer Optimizes manuscript titles and abstracts for information density, factual accuracy, and submission fit in biomedical…

aipoch/medical-research-skills

2

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xgboost-analysis Use when building XGBoost models on tabular data and returning feature importance ranking outputs. Supports binary cl…

aipoch/medical-research-skills

2

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case-control-study-planner Design a structured case-control study framework with explicit source population logic, control selection rules, matc…

aipoch/medical-research-skills

1

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citation-chasing-mapping Use when identifying seminal papers in a research field, mapping research lineage and intellectual heritage, discover…

aipoch/medical-research-skills

1

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claim-strength-calibrator Calibrates manuscript claim strength so wording matches the actual evidence level, study design, and validation statu…

aipoch/medical-research-skills

1

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clinic-research-design Generates a structured prompt framework for clinical study protocols. Supports Diagnostic, Efficacy, Etiology, and Pr…

aipoch/medical-research-skills

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clinical-data-cleaner Use when cleaning clinical trial data, preparing data for FDA/EMA submission, standardizing SDTM datasets, handling m…

aipoch/medical-research-skills

1

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clinicaltrials-gov-parser Monitor and summarize competitor clinical trial status changes from ClinicalTrials.gov.

aipoch/medical-research-skills

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crossref-database Access CrossRef metadata for scholarly works; use when you need to resolve a DOI or search CrossRef to retrieve bibli…

aipoch/medical-research-skills

1

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discussion-composer Composes a Discussion around key findings, mechanisms, clinical relevance, and limitations. Use when writing or impro…

aipoch/medical-research-skills

1

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experiment-design Design scientific experiments including sample size calculation, randomization, control groups, blinding, and study p…

aipoch/medical-research-skills

1

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figure-legend-writer Writes complete, publication-grade figure legends that can stand on their own. Use when writing or revising figure le…

aipoch/medical-research-skills

1

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high-value-paper-screener Quickly judges whether a biomedical paper is worth deep reading by screening for question fit, design quality, sample…

aipoch/medical-research-skills

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image-ocr Extract text from images with Tesseract OCR; use it when you need to recognize text from PNG/JPEG/TIFF/BMP images, se…

aipoch/medical-research-skills

1

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imagegenskill Generate renderable, scientific-style SVG graphics directly from natural-language requirements (no image models). Use…

aipoch/medical-research-skills

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inclusion-exclusion-criteria-builder Builds clear, executable, and auditable inclusion and exclusion criteria for biomedical and clinical research protoco…

aipoch/medical-research-skills

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limitation-and-risk-writer Acknowledges limitations in sample, design, measurement, and validation in a professional way that improves credibili…

aipoch/medical-research-skills

1

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literature-extensive-read Rapidly skim and summarize academic papers (default:PDF-to-Markdown full text with `## Page XX` pagination and image …

aipoch/medical-research-skills

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literature-filtering Filter literature by publication year, journal, and predefined screening rules to produce inclusion/exclusion lists; …

aipoch/medical-research-skills

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medical-research-gap-finder Identifies real, evidence-audited, topic-specific research gaps in medical research by first retrieving and verifying…

aipoch/medical-research-skills

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medical-research-literature-reader-pro A medical-research-native literature reading skill for users with clinical, bioinformatics, translational, and basic …

aipoch/medical-research-skills

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meta-criteria-generator Generates scientifically sound inclusion and exclusion criteria for Meta-Analysis based on a given title or keywords.…

aipoch/medical-research-skills

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meta-picos-generator Generates PI(E)COS structure (Population, Intervention, Comparator, Outcomes, Study Design) from Meta-analysis or stu…

aipoch/medical-research-skills

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meta-search-builder Medical literature search strategy generator. Given a user's natural-language description (e.g., meta-analysis topic,…

aipoch/medical-research-skills

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metagenomic-krona-chart Analyze data with `metagenomic-krona-chart` using a reproducible workflow, explicit validation, and structured output…

aipoch/medical-research-skills

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microbiome-diversity-reporter Interpret Alpha and Beta diversity metrics from 16S rRNA sequencing results.

aipoch/medical-research-skills

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multi-omics-clinical-integration-planner Designs complete research plans that integrate clinical variables with multi-omics data from a user-provided biomedic…

aipoch/medical-research-skills

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open-access-scout Use when finding open access journals, checking journal policies, or identifying predatory publishers. Helps research…

aipoch/medical-research-skills

1