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incremental-load-setup

4.0

by jeremylongshore

109Favorites
132Upvotes
0Downvotes

Incremental Load Setup - Auto-activating skill for Data Pipelines. Triggers on: incremental load setup, incremental load setup Part of the Data Pipelines skill category.

data pipelines

4.0

Rating

0

Installs

Data & Analytics

Category

Quick Review

The skill has clear structure and metadata but severely lacks actionable content. The description mentions 'incremental load setup' repeatedly without explaining what it means or how to implement it. There are no concrete steps, patterns, code examples, or technical guidance for setting up incremental loads (e.g., watermarking, change data capture, timestamp-based loading). A CLI agent would struggle to provide meaningful assistance beyond generic responses. The skill reads more as a template than a functional implementation. To improve: add specific methodologies (CDC, delta detection), implementation patterns for common platforms (Airflow, Spark), configuration templates, and concrete code examples for tracking and loading incremental data changes.

LLM Signals

Description coverage2
Task knowledge1
Structure6
Novelty4

GitHub Signals

1,046
135
8
0
Last commit 0 days ago

Publisher

jeremylongshore

jeremylongshore

Skill Author

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jeremylongshore

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