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Data Pipeline Architecture

data-engineering-data-pipeline

sickn33/antigravity-awesome-skills

You are a data pipeline architecture expert specializing in scalable, reliable, and cost-effective data pipelines for batch and streaming data processing.

Kafka Stream Processor

kafka-stream-processor

jeremylongshore/claude-code-plugins-plus-skills

Automates Kafka stream processor workflows within data pipelines, offering step-by-step guidance, best practices, production-ready code and configurations, and validation to support ETL, data transformation, workflow orchestration, and streaming data processing.

PCI Compliance

sickn33/antigravity-awesome-skills

Implement PCI DSS compliance requirements for secure handling of payment card data and payment systems. Use when securing payment processing, achieving PCI compliance, or implementing payment card ...

Automated Data Preprocessing

preprocessing-data-with-automated-pipelines

jeremylongshore/claude-code-plugins-plus-skills

This skill builds and executes automated pipelines to clean, validate, and transform data for machine learning, covering ETL workflows, error handling, and quality reporting so Claude can deliver analysis-ready datasets.

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.

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.

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