Browse 138,453 skills across 70 categories. Mirrored from majiayu000/claude-skill-registry.
ALWAYS USE when working with Pydantic models, BaseModel, Field, validators, or data contracts. MUST be loaded before cre...
Validate data with Pydantic v2: BaseModel, Field validators, model validators, computed fields, discriminated unions, an...
Use this skill for requests related to Pydantic AI framework - building agents, tools, dependencies, structured outputs,...
Differential gene expression analysis (Python DESeq2). Identify DE genes from bulk RNA-seq counts, Wald tests, FDR corre...
研究 codex 使用 skill 生成 survey 這件事
差异基因表达分析(Python DESeq2)。从bulk RNA-seq计数中识别差异表达基因，Wald检验，FDR校正，火山图/MA图，用于RNA-seq分析。
Python library for working with DICOM (Digital Imaging and Communications in Medicine) files. Use this skill when readin...
Automate repetitive audio tasks with Python using PyDub for batch processing, format conversion, normalization, and cont...
Guide for activating pyenv virtual environments with troubleshooting for common issues
Codify reusable pygame patterns for entities, projectiles, movement, and sprite handling. Use when implementing pygame e...
Multi-method geophysical modelling and inversion framework. Use when Claude needs to: (1) Perform electrical resistivity...
Comprehensive healthcare AI toolkit for developing, testing, and deploying machine learning models with clinical data. T...
ALWAYS USE when working with Iceberg table storage, ACID transactions, or time-travel queries. Use IMMEDIATELY when crea...
Research-driven PyIceberg development. Injects research steps for Iceberg table operations, ACID transactions, catalog i...
Configure PyInstaller for Python binary builds with spec files and bundling options.
Escapes Python sandbox restrictions. Use when working with restricted Python eval/exec environments, sandbox escapes, fi...
Laboratory automation toolkit for controlling liquid handlers, plate readers, pumps, heater shakers, incubators, centrif...
Step-by-step guidance for pylabrobot.
Vendor-agnostic lab automation framework. Use when controlling multiple equipment types (Hamilton, Tecan, Opentrons, pla...
Use when pylint checkers including built-in checkers, custom checkers, and checker development.
Use when pylint configuration including pylintrc, message control, plugins, and scoring system.
Use when pylint CI integration including plugins, editor integration, and performance tuning.
Linear operators for large-scale inverse problems with matrix-free representations. Use when Claude needs to: (1) Define...
Materials science toolkit. Crystal structures (CIF, POSCAR), phase diagrams, band structure, DOS, Materials Project inte...
Bayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/WAIC comparison, posteri...
Compatibility alias for the descriptive PyMC skill name. Delegate to the canonical local `pymc` payload while preserving...
Foundational knowledge for writing PyMC 5 models including syntax, distributions, sampling, and ArviZ diagnostics. Use w...
Bayesian statistical modeling with PyMC v5+. Use when building probabilistic models, specifying priors, running MCMC inf...
PyMeasure laboratory automation skill for instrument control and automated measurement sequences
Multi-objective optimization framework. NSGA-II, NSGA-III, MOEA/D, Pareto fronts, constraint handling, benchmarks (ZDT,...