dbt-wiki

Plugin dbt-wiki from marketplace monkey-skills in kouko/monkey-skills. Commands read from the repo's manifest — 6 days ago.

Skills (9)

• ingest

  Record dbt tribal knowledge not in manifest/schema.yml (sort_key rationale, dialect gotchas, incident links) into a model's User Notes (survives rescan). Use for 'remember that fct_orders…', 'add note to <model>', '備註 fct_X'. To query, use query.

• init

  First-time setup: scaffold .dbt-wiki/ from manifest.json + compiled SQL (sqlglot column lineage) + inline comments — pages, index, lineage DAG, CLAUDE.md. Needs dbt parse && compile first. Use for 'init dbt-wiki' or '初始化'. Later updates→rescan.

• pack

  Package .dbt-wiki/ into a portable, warehouse-agnostic analytics Agent Skill a teammate can use with their own warehouse tool — knowledge + SQL guidance, not an executor. Use for 'package the dbt-wiki knowledge' or 'export for a teammate'.

• query

  Answer any dbt question from .dbt-wiki/: model structure, column lineage, config, schema.yml, refactor impact, ingested notes — before reading dbt/ files. Use for 'trace column', 'what feeds X', 'rename impact', '依賴什麼'. Setup→init, updates→rescan.

• redistill

  Re-distill the stale knowledge pages rescan flagged — LLM rewrites entities/metrics/concepts whose derived_from evidence changed, grouped by domain, skipping mature (human-certified) pages. Use for 'redistill', 're-distill stale knowledge', 'knowledge pages are stale', '重蒸餾知識頁'. This is the LLM half

• rescan

  Evidence-layer-only refresh (advanced, 0 LLM): re-scan .dbt-wiki/ evidence — diff manifest md5, reprocess only changed resources, re-run sqlglot lineage, preserve User Notes, flag stale knowledge pages. Use ONLY when the ask is explicitly the cheap evidence half: 'rescan dbt-wiki', 'evidence only, 0

• review

  Human certification loop for dbt-wiki pages — lists pages needing review (developing or mature-but-stale), prioritizes by risk, certifies each → mature. Use for 'review pages', 'certify', 'what needs review', '審核'. Query → query.

• update

  THE maintenance verb for dbt-wiki — one full pass: (optional) ingest new tribal knowledge → rescan evidence → gated redistill of stale knowledge → phantom-column lint gate → review handoff → scorecard. Runs every mechanical step, then hands the human-judgment part to review. Use for 'update dbt-wiki

• using-dbt-wiki

  Family-entry router for dbt-wiki — the knowledge base distilled from a dbt project (manifest + compiled SQL + column lineage) into .dbt-wiki/. Use when unsure which dbt-wiki skill applies: first-time setup, bringing the wiki up to date, asking a dbt question, or certifying pages. Triggers: 'dbt wiki

Similar plugins