SpillwaveSolutions/data-engineering-knowledge-capture

data-engineering-knowledge-capture-deep-agents

Bind data-engineering-knowledge-capture for LangChain Deep Agents / Deep Agents Code.

grok-bot-data-engineering-knowledge-capture

Bind a Grok Bot agent to Data Engineering Knowledge Capture. Isolation, identity, deterministic writes.

dekc-plan

Breadth-first reverse-engineering plan — map scan roots and optional exports, rank focus areas, emit deep-dive checklists. Pause here before spawning specialists. Not query-time retrieve.

dekc-walk

Walk a data lake/warehouse filesystem or ingest Fabric/Power BI inventory JSON into DEKC.

dekc-context

Build progressive-disclosure context packs for a data concept.

dekc-retrieve

Query-time DEKC retrieval. Spawn data-retriever; parent gets a summary card only. Use for Table, Metric, LineagePath, IngestionJob, Transformation, Dashboard, DataProduct, GlossaryTerm, BusinessObject questions.

dekc-search

Full-text search over the DEKC knowledge bundle (AND terms, type filters). Use when finding tables, lineage, or metrics by keyword.

dekc-second-brain

Query the DEKC OKF second brain with design intents (reports, land data, metrics, impact). Uses standard concept schemas under schemas/okf-concepts/.

dekc-doctor

Health check: validation, business coverage, orphans, toolchain (rg / FTS5 / sqlite index).

dekc-grade

Grade reverse-engineering quality with automated rubric scores and adversarial judge protocol. Use after walks, before claiming RE complete.

dekc-index

Refresh, inspect, or drop the disposable SQLite/FTS5 knowledge index. Use when search/pack is slow, after a large git checkout, or when the user asks about the DEKC index.

dekc-capture-table

Capture a table with columns, layer, schema into DEKC/OKF.

dekc-land-data

Use the DEKC second brain to plan landing new stream or batch data into bronze (and beyond) with sources, jobs, contracts, and lineage.

dekc-platform

Capture data lakes, data marts, data catalogs, domains, products, streams, storage locations, and data quality rules into the DEKC second brain.

cursor-data-engineering-knowledge-capture

Bind a Cursor agent (including Grok Bot cloud sessions) to the data-engineering-knowledge-capture ContentPack.

dekc-session

Open or close an isolated second-brain write session (worktree + PR). Use before writing knowledge when multiple agents share one knowledge remote.

dekc-diagram

Capture Mermaid or PlantUML diagrams (architecture, component, activity, state, class, ERD, sequence) and PlantUML wireframes for reports/dashboards into the DEKC second brain.

dekc-design-report

Use the DEKC second brain to design a new report/dashboard from existing metrics, gold tables, business objects, and glossary.

dekc-business-object

Promote tables/views to business objects with glossary definitions.

dekc-capture-query

Capture SQL or DAX query artifacts.

dekc-glossary

Author glossary terms linked to business objects.

Source text: Undetermined

dekc-init

Scaffold a DEKC knowledge bundle with medallion catalogs.

dekc-lineage

Extract and materialize data lineage paths and mermaid diagrams.

dekc-semantic

Capture semantic models, metrics, dashboards, reports.

Source text: Undetermined