looker_ingest
Extract durable ktx knowledge and semantic-layer contribution proposals from staged Looker runtime dashboard, Look, and explore JSON. Load for WorkUnits whose raw files are under explores/, dashboards/, or looks/.
npx skills add Kaelio/ktx --skill looker_ingest --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Looker Runtime Ingest Looker runtime ingest turns API-staged dashboards, Looks, and explores into durable ktx memory. Runtime entities are evidence. They are not themselves the final knowledge shape. ## Required Workflow 1. Read every `rawFiles` entry for the WorkUnit. 2. Read relevant `dependencyPaths` before making a decision. For dashboard and Look WUs this usually includes the referenced explore JSON, signal files, `folders/tree.json`, and `users/<id>.json`. 3. Treat `signals/*.json`, owners, folders, schedules, and favorites as prioritization or provenance context only. 4. Extract generalizable metric formulas, segment definitions, field semantics, and domain conventions. 5. Use `wiki_search`, `sl_discover`, and `sl_read_source` before writing so new content merges with existing memory instead of duplicating it. 6. Use `context_evidence_search` or `context_evidence_read` to obtain evidence chunk IDs for any wiki-bound knowledge candidate. 7. Use `context_candidate_write` for durable wiki-bound knowledge. Do not call `wiki_write` from a Looker WorkUnit; Stage 4 reconciliation promotes candidates and writes wiki pages. 8. Use `looker_query_to_sl` for each Look query or dashboa
- Required Workflow
- Identifier Verification Protocol
- Explore WorkUnits
- Look And Dashboard WorkUnits
- Capture Rules
- Usage Signals
- Provenance And Cross-References
- Examples
What does the looker_ingest skill do?
Extract durable ktx knowledge and semantic-layer contribution proposals from staged Looker runtime dashboard, Look, and explore JSON. Load for WorkUnits whose raw files are under explores/, dashboards/, or looks/.
How do I install it?
Run `npx skills add Kaelio/ktx --skill looker_ingest --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From Kaelio/ktx, a repository with 1,526 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.