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data-throughput-accelerator

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Use when large data ingestion, backfill, export, ETL, warehouse loading, manifest catch-up, or table synchronization needs to become much faster while preserving data correctness.

auc/skill_library/bundled/data-throughput-accelerator/SKILL.md

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# Data Throughput Accelerator

Use this skill when the bottleneck is moving, transforming, or saving lots of
data. The goal is not just speed. The goal is faster correct data landing in the
right place with proof.

## First Distinction

Separate these before optimizing:

- source extraction speed;
- network transfer speed;
- warehouse/load speed;
- transform speed;
- serving-table freshness;
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