# Data Pipeline Ops

> Design and operate data pipelines. Use when this capability is needed.

- Skill: `tomevault-io/data-pipeline-ops` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds@latest add tomevault-io/data-pipeline-ops`
- Raw SKILL.md: https://api.skillmd.com/api/skills/tomevault-io/data-pipeline-ops/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: DevOps & Infra
- Author: tomevault-io (https://skillmd.com/u/tomevault-io)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/tomevault-io/data-pipeline-ops

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# Data Pipeline Ops

## Steps
1. Define sources, sinks, and transformations.
2. Design idempotency and backfills.
3. Choose scheduling and orchestration.
4. Add data quality checks.
5. Ensure lineage and observability.

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