Data contract lineage review
Skill jukrap/ai-agent-playbook/skills/data/data-contract-lineage-review
Use when reviewing dataset contracts, data lineage, source-of-truth ownership, freshness targets, schema/grain changes, or downstream consumer impact.From its SKILL.md
npx -y skills add jukrap/ai-agent-playbook --skill data-contract-lineage-reviewAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
One thing to look at
- 2 stars2 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.
SKILL.md
1.0 KB, 170 tokens by cl100k_base, as published. Nobody here has run it
Data Contract Lineage Review
Use this as the primary data skill for dataset contracts, lineage, ownership, and consumer impact.
Workflow
- Identify dataset grain, owner, source of truth, source systems, transformations, consumers, freshness target, retention, and caveats.
- Check schema shape, partition/window rules, compatibility, field meaning, identifiers, late data, and consumer assumptions.
- Separate storage schema changes from dataset contract or lineage changes.
- Verify with contract docs, source/target samples, lineage maps, consumer inventory, and reconciliation checks when possible.
Reference
Read references/dataset-contract-checks.md for owner, grain, schema, freshness, and compatibility checks.
Read references/lineage-and-consumer-impact.md for producer/transform/consumer mapping and stale contract handling.
What ships with it: 2 files
2.5 KB alongside SKILL.md