36,869 skills sorted by stars.
Infer gene regulatory networks (GRNs) from gene expression data using scalable algorithms (GRNBoost2, GENIE3). Use when...
Comprehensive Python library for astronomy and astrophysics. This skill should be used when working with astronomical da...
NGS analysis toolkit. BAM to bigWig conversion, QC (correlation, PCA, fingerprints), heatmaps/profiles (TSS, peaks), for...
Parse FCS (Flow Cytometry Standard) files v2.0-3.1. Extract events as NumPy arrays, read metadata/channels, convert to C...
CLI/Python toolkit for rapid bioinformatics queries. Preferred for quick BLAST searches. Access to 20+ databases: gene i...
This skill should be used when working with LaminDB, an open-source data framework for biology that makes data queryable...
Convert various file formats (PDF, Office documents, images, audio, web content, structured data) to Markdown optimized...
Comprehensive biosignal processing toolkit for analyzing physiological data including ECG, EEG, EDA, RSP, PPG, EMG, and...
This skill should be used when converting academic papers into promotional and presentation formats including interactiv...
Python library for working with DICOM (Digital Imaging and Communications in Medicine) files. Use this skill when readin...
Materials science toolkit. Crystal structures (CIF, POSCAR), phase diagrams, band structure, DOS, Materials Project inte...
Python interface to OpenMS for mass spectrometry data analysis. Use for LC-MS/MS proteomics and metabolomics workflows i...
Machine learning in Python with scikit-learn. Use when working with supervised learning (classification, regression), un...
Statistical visualization. Scatter, box, violin, heatmaps, pair plots, regression, correlation matrices, KDE, faceted pl...
Use this skill when working with symbolic mathematics in Python. This skill should be used for symbolic computation task...
Use this skill for processing and analyzing large tabular datasets (billions of rows) that exceed available RAM. Vaex ex...
Interactive visualization library. Use when you need hover info, zoom, pan, or web-embeddable charts. Best for dashboard...
Fast in-memory DataFrame library for datasets that fit in RAM. Use when pandas is too slow but data still fits in memory...
Create research posters using HTML/CSS that can be exported to PDF or PPTX. Use this skill ONLY when the user explicitly...
This skill should be used when researchers need help with research problem selection, project ideation, troubleshooting...
Integration with protocols.io API for managing scientific protocols. This skill should be used when working with protoco...
Vendor-agnostic lab automation framework. Use when controlling multiple equipment types (Hamilton, Tecan, Opentrons, pla...
Comprehensive scientific document review and analysis. Use when Claude needs to review scientific papers, reports, prepr...
Cloud-based quantum chemistry platform with Python API. Preferred for computational chemistry workflows including pKa pr...
Systematically evaluate scholarly work using the ScholarEval framework, providing structured assessment across research...
Creative research ideation and exploration. Use for open-ended brainstorming sessions, exploring interdisciplinary conne...
Meta-skill for publication-ready figures. Use when creating journal submission figures requiring multi-panel layouts, si...
Statistical visualization with pandas integration. Use for quick exploration of distributions, relationships, and catego...
Scientific research and analysis skills. Use when performing scientific analysis, literature review, or research methodo...
Comprehensive scientific research toolkit with 139 specialized skills for biology, chemistry, medicine, data science, an...
Query STRING API for protein-protein interactions (59M proteins, 20B interactions). Network analysis, GO/KEGG enrichment...
Pragmatic test-driven development for scientific code with numerical validation
Forces hypothesis-driven scientific reasoning for complex problems. Use when debugging strange behavior, investigating r...
Generate testable hypotheses. Formulate from observations, design experiments, explore competing explanations, develop p...
Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic...
Systematic peer review toolkit. Evaluate methodology, statistics, design, reproducibility, ethics, figure integrity, rep...
Systematic framework for evaluating scholarly and research work based on the ScholarEval methodology. This skill should...
Create publication figures with matplotlib/seaborn/plotly. Multi-panel layouts, error bars, significance markers, colorb...
Write scientific manuscripts. IMRAD structure, citations (APA/AMA/Vancouver), figures/tables, reporting guidelines (CONS...
Statistical analysis toolkit. Hypothesis tests (t-test, ANOVA, chi-square), regression, correlation, Bayesian stats, pow...
Access comprehensive LaTeX templates, formatting requirements, and submission guidelines for major scientific publicatio...
Guide for choosing and creating scientific visualizations for publications and talks. Covers chart-type selection by dat...
用于生成可投稿级别图件的元技能。当需要创建期刊投稿图（如多面板布局、显著性标注、误差条、色盲友好配色，以及符合特定期刊格式要求，如 Nature、Science、Cell）时使用。该技能可统筹调用 matplotlib / seaborn...