Individual skill
live_database_ingest
Capture semantic-layer and knowledge updates from a live database schema snapshot.
packages/cli/src/skills/live_database_ingest/SKILL.md
Source commit 49a4ae6f5b28c904da921afc0ee72da6db7ac202
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- Matches the observed repository HEAD
- Yes
- Scanner rules are current
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- Observed behavior
- Instructions only
- Last checked
- Nov 9, 2026
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- 1,630
- Repository last updated
- Oct 22, 2026
- License
- Apache-2.0
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- agents Repository topic
- analytics Repository topic
- analytics-engineering Repository topic
- context-layer Repository topic
- data-engineering Repository topic
- semantic-layer Repository topic
- business-intelligence Repository topic
- data-analysis Repository topic
- agent Repository topic
- ai-agent Repository topic
- data Derived category
- data-databases Derived category
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# Live Database Ingest
Use this skill when the ingest work unit contains raw files under
`raw-sources/<connectionId>/live-database/<syncId>/`.
## Workflow
1. Read the table JSON file listed in the work unit.
2. Read `connection.json` to understand the snapshot metadata.
3. Read `foreign-keys.json` when the table has a foreign key or when joins are
needed for the semantic-layer source.
4. Create or update one semantic-layer source for the table with
`sl_write_source`.
5. Use the physical table name from the raw JSON as the source `table` field.