Навыков: 36 898. Сортировка по числу звёзд.
Vendor-agnostic lab automation framework. Use when controlling multiple equipment types (Hamilton, Tecan, Opentrons, pla...
Materials science toolkit. Crystal structures (CIF, POSCAR), phase diagrams, band structure, DOS, Materials Project inte...
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...
Use this skill for processing and analyzing large tabular datasets (billions of rows) that exceed available RAM. Vaex ex...
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...
Expert assistant for choosing and implementing scientific workflow tools - from simple joblib caching to complex orchest...
Chunked N-D arrays for cloud storage. Compressed arrays, parallel I/O, S3/GCS integration, NumPy/Dask/Xarray compatible,...
Universal scientific thinking framework for rigorous inquiry across all domains - from engineering and data analysis to...
Standard data analysis - comprehensive statistical analysis (Sonnet-tier)
Basic data analysis - fast exploratory analysis (Haiku-tier)
Python library for biology: sequence manipulation (DNA/RNA/protein), pairwise/multiple alignment, phylogenetic trees (NJ...
Geostatistical analysis with scikit-learn style API. Compute variograms, kriging interpolation, and spatial correlation...
Python image processing for microscopy and bioimage analysis. Read/write images, filter (Gaussian, median, LoG), segment...
Managed scillm Paved Path execution. Provides strict contract-compliant tools for Text Batch, VLM, and Lean4 Proving. Us...
Analyze single-cell TCR and BCR data integrated with gene expression using scirpy. Use when working with 10x Genomics VD...
Source Code Management skill for the ikigai project
For any project that contains a .git/.graphite_repo_config file, this skill should be used for creating PRs, managing gi...
Project-specific UI refactor workflow for the Scoop news platform in /home/bender/classwork/Thesis. Use when updating Sc...
Analyze project structure, architecture, tech stack, and existing Claude Code configuration. Use when starting the dream...
Use this to turn a design into a set of small, atomic, achievable tasks that are ready for execution
Analyze a feature or sprint for scope creep by comparing current scope against the original plan. Flags additions, quant...
Use when determining which repositories or files a task affects. Distinguishes between target repos (where changes happe...
Review test cases for Scope and Claims handling. Covers openid scope requirement, standard scopes (profile, email, addre...
功能範圍確認工具. Use for: (1) 測試/實作/需求不一致時的範圍確認, (2) 功能邊界不清時的澄清, (3) 防止範圍蔓延
Define and document the boundaries, inclusion/exclusion criteria, and acceptance conditions for pilot tasks and delivera...
Use when implementing features, editing source code, or responding to task handoffs. Enforces doing exactly what was req...
What dualdb is allowed to change, and how that is enforced mechanically. Use before writing any patch, when a change fee...