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aipoch/medical-research-skills
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 97 | Generates a meta-analysis baseline characteristics section (text + table) from raw data. | aipoch/ | 1.9k | — | ~1.7k | Automated safety check: Pass | MIT | 24 days ago |
| 98 | Generates a Meta-analysis results section description for funnel plots, including statistical tables (Egger's, Begg's, Trim & Fill) and figure legends. | aipoch/ | 1.9k | — | ~1.4k | Automated safety check: Pass | MIT | 24 days ago |
| 99 | Generates Meta-Analysis research titles based on user keywords, utilizing PubMed search results if available, or creative generation otherwise. | aipoch/ | 1.9k | — | ~1.3k | Automated safety check: Pass | MIT | 24 days ago |
| 100 | Extract experimental methods from one or more papers into a structured protocol-oriented summary; use when comparing methods across studies or drafting reproducible procedures. | aipoch/ | 1.9k | — | ~2k | Automated safety check: Pass | MIT | 24 days ago |
| 101 | Generate offline interactive mindmap HTML and convert Markdown, outlines, meeting notes, chapter structures, or JSON trees into markmap-compatible format. | aipoch/ | 1.9k | — | ~2.7k | Automated safety check: Pass | MIT | 24 days ago |
| 102 | A skill your agent uses when assessing how well a survival model's predicted probabilities agree with observed outcomes by fitting a Cox model and generating bootstrap calibration curves at one or… | aipoch/ | 1.9k | — | ~2.7k | Automated safety check: Pass | MIT | 24 days ago |
| 103 | Integrates multiple news sources into a single, cohesive press release using an inverted pyramid structure and AP style. | aipoch/ | 1.9k | — | ~1.6k | Automated safety check: Pass | MIT | 24 days ago |
| 104 | A skill your agent uses when constructing a prognosis nomogram from survival-related clinical predictors, exporting the nomogram bundle and C-index table, and optionally rendering the final nomogram… | aipoch/ | 1.9k | — | ~2.7k | Automated safety check: Pass | MIT | 24 days ago |
| 105 | Generate a complete NSFC (National Natural Science Foundation of China) General Program grant application in Chinese, following the 2026 official template. | aipoch/ | 1.9k | — | ~1.5k | Automated safety check: Pass | MIT | 24 days ago |
| 106 | 106.Openalex DB Access the OpenAlex database (240M+ scholarly works) for bibliometric analysis, literature search, and citation tracking; use when you need to query works/authors/institutions/concepts without an… | aipoch/ | 1.9k | — | ~689 | Automated safety check: Pass | MIT | 24 days ago |
| 107 | Clinical research outcome extraction for meta-analysis. An agent skill from aipoch/medical-research-skills. | aipoch/ | 1.9k | — | ~1.4k | Automated safety check: Pass | MIT | 24 days ago |
| 108 | Generates a structured reading tweet from an academic paper (PDF, Word, or Text), highlighting specific product advantages. | aipoch/ | 1.9k | — | ~1.8k | Automated safety check: Pass | MIT | 24 days ago |
| 109 | A skill your agent uses when mapping patent claims to products, analyzing patent infringement, or preparing freedom-to-operate analyses. | aipoch/ | 1.9k | — | ~1.7k | Automated safety check: Pass | MIT | 24 days ago |
| 110 | A skill your agent uses when performing PCA principal component dimensionality reduction on tabular numeric data. | aipoch/ | 1.9k | — | ~1.5k | Automated safety check: Pass | MIT | 24 days ago |
| 111 | A skill your agent uses when writing medical school personal statements, residency application essays, fellowship statements, or graduate school admissions essays. | aipoch/ | 1.9k | — | ~2.2k | Automated safety check: Pass | MIT | 24 days ago |
| 112 | Reorganizes a paper into a storyline suitable for scientific posters. | aipoch/ | 1.9k | — | ~1.4k | Automated safety check: Pass | MIT | 24 days ago |
| 113 | A skill your agent uses when you need a standardized R CLI workflow to build a protein-protein interaction network from a local gene list and an offline STRING cache, export node and edge tables… | aipoch/ | 1.9k | — | ~2.2k | Automated safety check: Pass | MIT | 24 days ago |
| 114 | Assess bias in medical prediction model studies using PROBAST tool. | aipoch/ | 1.9k | — | ~1.2k | Automated safety check: Pass | MIT | 24 days ago |
| 115 | Assists researchers in generating PROSPERO registration content for meta-analyses from a title and optional protocol. | aipoch/ | 1.9k | — | ~1.4k | Automated safety check: Pass | MIT | 24 days ago |
| 116 | Build complex Boolean query strings for precise PubMed/MEDLINE literature retrieval. | aipoch/ | 1.9k | — | ~3.6k | Automated safety check: Pass | MIT | 24 days ago |
| 117 | Generate ~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. | aipoch/ | 1.9k | — | ~1.9k | Automated safety check: Pass | MIT | 24 days ago |
| 118 | 118.Pydeseq Differential gene expression analysis for bulk RNA-seq count matrices using a DESeq2-like workflow in Python; use when you need Wald tests, FDR correction, and optional LFC shrinkage for… | aipoch/ | 1.9k | — | ~1.8k | Automated safety check: Pass | MIT | 24 days ago |
| 119 | 119.Pyopenms Skill Comprehensive tool for computational mass spectrometry using PyOpenMS; use when you need to read/write MS formats (mzML/mzXML/MGF), run signal processing (smoothing/peak picking), detect isotope… | aipoch/ | 1.9k | — | ~852 | Automated safety check: Pass | MIT | 24 days ago |
| 120 | 120.Pytdc Therapeutics Data Commons (PyTDC) for AI-ready therapeutic ML datasets and benchmarks; use it when you need standardized dataset loading, meaningful splits (e.g., scaffold/cold-start), and… | aipoch/ | 1.9k | — | ~1.7k | Automated safety check: Pass | MIT | 24 days ago |
| 121 | Automates critical appraisal and quality assessment for research papers by analyzing text against established methodological standards (such as risk of bias tools, quality checklists, or reporting… | aipoch/ | 1.9k | — | ~2.1k | Automated safety check: Pass | MIT | 24 days ago |
| 122 | Evaluates bias in medical literature (prognosis studies) using QUAPAS criteria. | aipoch/ | 1.9k | — | ~1.2k | Automated safety check: Pass | MIT | 24 days ago |
| 123 | A skill your agent uses when creating radiology educational quizzes, preparing board exam questions, or studying medical imaging cases. | aipoch/ | 1.9k | — | ~1.7k | Automated safety check: Pass | MIT | 24 days ago |
| 124 | Automates Risk of Bias 2 (ROB2) assessment for RCT papers by analyzing text against specific domains and synthesizing a report. | aipoch/ | 1.9k | — | ~1.5k | Automated safety check: Pass | MIT | 24 days ago |
| 125 | Automates Risk of Bias 2 (ROB2) assessment for RCT papers by analyzing text against specific domains and synthesizing a report. | aipoch/ | 1.9k | — | ~1.6k | Automated safety check: Pass | MIT | 24 days ago |
| 126 | 126.Reactome Skill Query the Reactome REST API for pathway content and enrichment analyses; use when you need curated pathway data, reaction details, or overrepresentation results for a gene list. | aipoch/ | 1.9k | — | ~681 | Automated safety check: Pass | MIT | 24 days ago |
| 127 | 127.Reference Finder Automatically finds and ranks PubMed references for each sentence in scientific text; use when you need titles, DOIs, and brief recommendation reasons from the PubMed E-utilities API. | aipoch/ | 1.9k | — | ~1.1k | Automated safety check: Pass | MIT | 24 days ago |
| 128 | Download academic papers from open-access sources when the user provides a DOI/arXiv ID or requests a keyword-based paper search, and return the saved PDF path. | aipoch/ | 1.9k | — | ~1.9k | Automated safety check: Pass | MIT | 24 days ago |
| 129 | A skill your agent uses when you need a standardized R CLI workflow to train a two-class random forest model from an expression-like feature matrix, rank variable importance, and generate… | aipoch/ | 1.9k | — | ~2.7k | Automated safety check: Pass | MIT | 24 days ago |
| 130 | A skill your agent uses when evaluating diagnostic biomarker performance from case-control expression data with logistic regression and ROC curves, exporting coefficient and AUC tables together with… | aipoch/ | 1.9k | — | ~2.6k | Automated safety check: Pass | MIT | 24 days ago |
| 131 | A skill your agent uses when performing correlation analysis between two variables including Pearson and Spearman correlation methods. | aipoch/ | 1.9k | — | ~1.3k | Automated safety check: Pass | MIT | 24 days ago |
| 132 | A skill your agent uses when generating Sankey or alluvial plots from sample annotation tables where rows are samples and selected columns are categorical stages such as risk group, response status… | aipoch/ | 1.9k | — | ~2.4k | Automated safety check: Pass | MIT | 24 days ago |
| 133 | Local schedule management for adding events, tracking deadlines, generating reminders, and detecting time conflicts when users need offline scheduling with optional popup notifications. | aipoch/ | 1.9k | — | ~1.1k | Automated safety check: Pass | MIT | 24 days ago |
| 134 | Implements the ScholarEval framework to evaluate scholarly documents; trigger when the user provides a PDF/DOCX/TXT file or pasted text and requests critique, scoring, or quality assessment. | aipoch/ | 1.9k | — | ~932 | Automated safety check: Pass | MIT | 24 days ago |
| 135 | Simulates a strict SCI peer-review workflow; trigger when a user uploads or pastes a manuscript (PDF/DOC/DOCX/TXT) and requests an innovation score (1–12) plus experimental-logic vulnerability… | aipoch/ | 1.9k | — | ~1.8k | Automated safety check: Pass | MIT | 24 days ago |
| 136 | Generate professional slide-deck SVG images (not PPTX/PDF) when users ask to “create slides / slide deck / PPT” and need image outputs. | aipoch/ | 1.9k | — | ~2.5k | Automated safety check: Pass | MIT | 24 days ago |
| 137 | 137.Sop Writer Write GCP-compliant standard operating procedures for laboratory, clinical, or research workflows; use when a reproducible SOP with roles, steps, and control points is required. | aipoch/ | 1.9k | — | ~2k | Automated safety check: Pass | MIT | 24 days ago |
| 138 | 138.Spreadsheet Ops Spreadsheet processing and analysis for CSV/Excel; trigger when users ask to merge/clean tabular data, run statistics, add/edit Excel formulas, apply formatting, generate charts, or force workbook… | aipoch/ | 1.9k | — | ~1.7k | Automated safety check: Pass | MIT | 24 days ago |
| 139 | A skill your agent uses when estimating immune infiltration from bulk RNA-seq expression matrices with ssGSEA/GSVA, comparing case versus control groups, and generating downstream immune-score… | aipoch/ | 1.9k | — | ~1.7k | Automated safety check: Pass | MIT | 24 days ago |
| 140 | Guided statistical analysis for test selection, assumption checks, power analysis, and APA-style reporting. | aipoch/ | 1.9k | — | ~2.8k | Automated safety check: Pass | MIT | 24 days ago |
| 141 | Determines the appropriate Risk of Bias assessment scale for a medical study based on its design (RCT, Cohort, etc.), using PubMed metadata lookup or text analysis. | aipoch/ | 1.9k | — | ~1.6k | Automated safety check: Pass | MIT | 24 days ago |
| 142 | A skill your agent uses when you need a standardized R CLI workflow to run two-class SVM-RFE feature ranking on an expression-like matrix, choose an informative feature count from cross-validated… | aipoch/ | 1.9k | — | ~1.8k | Automated safety check: Pass | MIT | 24 days ago |
| 143 | A skill your agent uses when analyzing transcription factor (TF) regulatory networks using Dorothea database. | aipoch/ | 1.9k | — | ~2.6k | Automated safety check: Pass | MIT | 24 days ago |
| 144 | A skill your agent uses when performing time-dependent ROC curve analysis for survival data with follow-up time, event status, and a numeric marker. | aipoch/ | 1.9k | — | ~1.5k | Automated safety check: Pass | MIT | 24 days ago |
