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Clay Pitfalls: Avoiding Data Enrichment Mistakes

clay-known-pitfalls

jeremylongshore/claude-code-plugins-plus-skills

This comprehensive guide identifies and explains common anti-patterns, gotchas, and integration mistakes when using Clay's data enrichment platform. It details the root causes of credit waste, workflow failures, and data loss, providing actionable fixes for auditing configurations, onboarding new team members, or optimizing existing pipelines.

Dagster Pipeline Creator

dagster-pipeline-creator

jeremylongshore/claude-code-plugins-plus-skills

Guides you through building Dagster data pipelines with best-practice advice, ready-to-use configurations, and validation checks for ETL, transformation, orchestration, and streaming workflows whenever the Dagster pipeline creator skill is activated.

Data Normalization Tool

data-normalization-tool

jeremylongshore/claude-code-plugins-plus-skills

Automated guidance for data normalization tool tasks in ML training, offering best practices, production-ready code/configuration generation, and output validation.

Databricks Performance Tuning Guide

databricks-performance-tuning

jeremylongshore/claude-code-plugins-plus-skills

A comprehensive guide detailing optimization techniques for Databricks environments. It covers optimal cluster sizing for various workloads (ETL, ML, Streaming), advanced Spark configurations (AQE, memory management), and deep data optimization strategies for Delta Lake, including Z-Ordering and Liquid Clustering. It also provides methods for query plan analysis and join optimization.

Dbt Model Generator

dbt-model-generator

jeremylongshore/claude-code-plugins-plus-skills

Guides you through generating dbt models inside data pipelines, covering setup, code generation, configuration, and validation while following best practices for ETL, orchestration, and streaming workloads.

Feature Importance Analyzer

feature-importance-analyzer

jeremylongshore/claude-code-plugins-plus-skills

Automates guidance on assessing feature importance for machine learning training, covering data prep, model training, tuning, and experiment tracking while generating production-ready code, configurations, and validation instructions for best-practice compliance.

Flink Job Creator

flink-job-creator

jeremylongshore/claude-code-plugins-plus-skills

Automated assistance for Flink job creation in data pipelines, triggered by Flink job creator requests. Guides ETL, streaming, and workflow orchestration, generates production-ready code/configurations, and validates outputs against industry standards.

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.

Luigi Task Generator

luigi-task-generator

jeremylongshore/claude-code-plugins-plus-skills

Automates Luigi task generation for data pipelines, offering guided best practices, code and configuration outputs, and validation to streamline ETL, transformation, orchestration, and streaming workflows.

Pipeline Monitoring Setup

pipeline-monitoring-setup

jeremylongshore/claude-code-plugins-plus-skills

Guides users through setting up monitoring for data pipelines, covering ETL, transformation, orchestration, streaming, and validation with best-practice code and configuration.

Pivot Table Creator

pivot-table-creator

jeremylongshore/claude-code-plugins-plus-skills

Automates pivot table creation in data analytics workflows, guiding SQL queries, visualization choices, statistical checks, and BI configurations whenever the user invokes pivot table creator support.

Prefect Flow Builder Guide

prefect-flow-builder

jeremylongshore/claude-code-plugins-plus-skills

Guides and automates Prefect Flow Builder tasks for data pipelines, offering best-practice patterns, production-ready code, configuration templates, and validation advice whenever you mention the tool or request pipeline help.

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