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Machine Learning Training

training-machine-learning-models

jeremylongshore/claude-code-plugins-plus-skills

Automates the end-to-end training of machine learning models by analyzing datasets, selecting suitable algorithms, tuning parameters, performing cross-validated training, and emitting performance metrics plus a saved model artifact.

VastAI Compute Architecture

vastai-reference-architecture

jeremylongshore/claude-code-plugins-plus-skills

Outlines a Vast.ai reference architecture that combines instance selection, training job automation, Docker image prep, data transfer handling, and runtime error patterns so teams can standardize GPU ML pipelines.

Visualization Best Practices Guide

visualization-best-practices

jeremylongshore/claude-code-plugins-plus-skills

Automated help for data analytics visualization best practices, offering step-by-step guidance, industry patterns, production-ready code, and validation for dashboards and reports.

Window Function Generator

window-function-generator

jeremylongshore/claude-code-plugins-plus-skills

Auto-activating skill that guides analytics teams through designing and validating window function generator workflows and SQL patterns.

Aeon Time Series Toolkit

K-Dense-AI/claude-scientific-skills

Aeon is a scikit-learn compatible toolkit for classification, regression, clustering, forecasting, anomaly detection, segmentation, similarity search, and feature engineering on temporal data.

BRENDA Enzyme Explorer

brenda-database

K-Dense-AI/claude-scientific-skills

Access the BRENDA SOAP API to retrieve enzyme kinetic parameters, reaction equations, organism-specific data, and environmental preferences, enabling biochemical research, metabolic pathway reconstruction, and enzyme engineering workflows.

ChEMBL Bioactivity Query

chembl-database

K-Dense-AI/claude-scientific-skills

Programmatically query ChEMBL bioactive molecules, targets, and approved drugs via the Python client; filter by structure, properties, activities, and indications to support inhibitor hunting or SAR studies for medicinal chemistry.

ClinPGx Database Access

clinpgx-database

K-Dense-AI/claude-scientific-skills

Provide REST API access to ClinPGx, the successor to PharmGKB, for querying gene-drug interactions, CPIC/DPWG/FDA guidelines, allele functions, and evidence that supports precision dosing and pharmacogenomics-driven clinical decisions.

COBRApy Metabolic Modeling

K-Dense-AI/claude-scientific-skills

COBRApy is a Python library for constraint-based reconstruction and analysis of metabolic networks, offering SBML-compatible model loading/saving, FBA/FVA optimization, genetic or reaction knockouts, flux sampling, and production envelope analysis for systems biology and metabolic engineering.

DrugBank Database Insights

drugbank-database

K-Dense-AI/claude-scientific-skills

Provides programmatic access to DrugBank drug and target data, covering downloads, queries, interaction networks, targets/pathways, and chemical similarity analyses for pharmacology research and safety reviews.

Phylogenetic Tree Toolkit

K-Dense-AI/claude-scientific-skills

ETE Toolkit offers comprehensive phylogenetic tree manipulation, evolutionary event detection, taxonomy integration, and publication-grade visualization for phylogenomics workflows across research and clustering analyses.

Scientific Data Exploration

exploratory-data-analysis

K-Dense-AI/claude-scientific-skills

Automates exploratory analysis for 200+ scientific file formats—detecting type, extracting metadata, assessing quality, and producing markdown reports with format-specific insights and recommendations.

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