data-engineering-knowledge-capture
v0.5.3by SpillwaveSolutions · author: Rick Hightower
Data Engineering Knowledge Capture: schemas, lineage, medallion, semantic models, and glossary into a durable OKF knowledge graph. Multi-host bindings and write isolation.
What data-engineering-knowledge-capture does, in the publisher's words
Git-native second brain for data platforms: schemas, tables, views, queries, SQL/DAX, lineage, medallion layers (bronze → silver → gold), semantic models, dashboards, reports, streams, jobs, business objects, and glossary terms.
DEKC extends Project Knowledge Capture (PKC) and depends on OKF. Multi-agent walk loops are designed with OKF Agent Graph (AGER) so orchestrators, scouts, judges, and synthesizers reverse-engineer real platforms (Azure Fabric, AWS, GCP) into the same portable graph.
Write isolation (worktree + PR) is in docs/ISOLATION.md. Public examples use fictional lumenfield-detector and northstar-console only. Point SECOND_BRAIN_ROOT at a path the human already has. Never hard-code a private remote.
- Report/dashboard wireframes (PlantUML salt)
- Architecture, component, activity, state, class, ERD, sequence diagrams (jobs, lakes, models)
From the project README, punctuation lightly normalized · Open the README on GitHub
- Skills
- 21
- MCP servers
- 0
- Stars
- 0
- License
- MIT
- Repo created
- 2026-08-09
- Last pushed
- 2026-09-12
- Publisher type
- Organization
- Version
- 0.5.3
Links
Skills · 21
- dekc-business-object
- Promote tables/views to business objects with glossary definitions.
- dekc-capture-query
- Capture SQL or DAX query artifacts.
- dekc-capture-table
- Capture a table with columns, layer, schema into DEKC/OKF.
- dekc-context
- Build progressive-disclosure context packs for a data concept.
- dekc-design-report
- Use the DEKC second brain to design a new report/dashboard from existing metrics, gold tables, business objects, and glossary.
- 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-doctor
- Health check: validation, business coverage, orphans, toolchain (rg / FTS5 / sqlite index).
- dekc-glossary
- Author glossary terms linked to business objects.
- 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-init
- Scaffold a DEKC knowledge bundle with medallion catalogs.
- 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-lineage
- dekc-plan
- dekc-platform
- dekc-retrieve
- dekc-search
- dekc-second-brain
- dekc-semantic
- dekc-session
- dekc-walk
Descriptions come from the frontmatter of each SKILL.md, punctuation lightly normalized.
Category
Agent Tooling. Assigned by this directory. Agent Plugins 1.0.0 has no category field, so no manifest declares one.
Keywords
data-engineering-knowledge-capture · okf · isolation · agent-plugins · claude-code · grok-build · codex · deep-agents · grok-bot · cursor · worklog · wiki-ticket-sdd
Related by publisher and keywords
OKF Agent Graph Engineering Runtime (AGER): author multi-agent loop graphs as OKF and reverse-engineer existing agent stacks. Multi-host bindings and write isolation.
Shared foundation for Spillwave ContentPack plugins: OKF schemas, typed edges, deterministic write helpers, progressive-disclosure packing, and write isolation.
OKF graph engine: validate, walk, pack, and impact-analyze Git-native knowledge graphs. Owns Catalog and ContextPack. Domain nouns live in PKC, SAC, DEKC, and AGER.
Translate a validated AGER/OKF AgentGraph into a LangChain Deep Agents project (skills from AgentNodes, FilesystemBackend).
Project Knowledge Capture: meetings, experiments, decisions, TicketLink/WikiTicket work, and project-memory nouns into a durable OKF knowledge graph. Multi-host bindings and write isolation for shared second brains.
System Architecture Capture: reverse-engineer services, packages, IaC, CI/CD, IAM, and runtime topology into a durable OKF knowledge graph. Multi-host bindings and write isolation for shared second brains.
[](https://agentpluginsdirectory.com/plugins/data-engineering-knowledge-capture)✓ Verified . We fetched the manifest from GitHub and checked it against the official Agent Plugins 1.0.0 schema at agent-plugins.org.