Research: data-pipeline-architect

Cached research evidence for data-pipeline-architect (not authority).

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Problem: Analyzes and designs batch and streaming data pipelines with contracts, lineage, reliability, and cost controls. Use for ingestion and transformation systems. NOT for ad-hoc analysis or schema design.

Stack / assumptions: on-demand references; eval fixtures

Comparable alternative: A general-purpose agent instruction without a scoped skill contract

Repo summary:

Design resilient data movement and transformation systems for batch, streaming, and hybrid workloads.

> Grounded in repository skills/data-pipeline-architect/SKILL.md; treat as evidence, not authority.