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Clustering Analysis Assistant

running-clustering-algorithms

jeremylongshore/claude-code-plugins-plus-skills

Automates clustering workflows on supplied datasets with K-means, DBSCAN, or hierarchical algorithms, handling preprocessing, validation, metrics, and visualizations to expose groupings and anomalies.

Apache Spark Optimization

spark-optimization

sickn33/antigravity-awesome-skills

Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark performance, debugging slow jobs, or scaling data processing pipelines.

Biopython Molecular Toolkit

K-Dense-AI/claude-scientific-skills

Biopython is a comprehensive Python toolkit for molecular biology, offering sequence manipulation, file I/O, NCBI database access, BLAST automation, structure parsing, phylogenetics, and motif analytics; ideal for building bioinformatics pipelines and batch processing workflows.

FlowIO FCS Handler

K-Dense-AI/claude-scientific-skills

Lightweight Python library to read, inspect, and write FCS v2.0-3.1 files, outputting metadata, channel info, and NumPy arrays for preprocessing cytometry pipelines and backend services.

MATLAB Octave Toolkit

K-Dense-AI/claude-scientific-skills

MATLAB Octave Toolkit provides guidance for MATLAB and GNU Octave scripting, covering matrix math, visualization, data I/O, control flow, statistics, differential equations, and signal processing workflows.

Pathology Imaging Toolkit

K-Dense-AI/claude-scientific-skills

PathML is a Python toolkit for computational pathology, enabling whole-slide image loading, stain-aware preprocessing, spatial graph construction, and machine learning workflows on multiplexed immunofluorescence data.

Scikit Learn ML Guide

K-Dense-AI/claude-scientific-skills

Comprehensive guidance for building classical machine learning workflows with scikit-learn, spanning supervised and unsupervised algorithms, preprocessing, evaluation, tuning, and production-ready pipelines for structured or text data.

Hugging Face API Tools

hugging-face-tool-builder

sickn33/antigravity-awesome-skills

Creates reusable command-line utilities for accessing Hugging Face APIs, chaining calls, piping results, and processing intermediate data; ideal for automating model/dataset lookups with HF_TOKEN-authenticated scripts.

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