data-engineering-knowledge-capture

v0.5.3

Data Engineering Knowledge Capture (DEKC) — schemas, lineage, medallion layers, semantic models, business glossary. Extends PKC; depends on OKF. Codex-native skills + hooks port.

CodexClaude CodeAgent Plugins20 Skills

By Rick HightowerLicense: MIT0 GitHub starsUpdated last month

Directory evidence

Runtimes: Codex, Claude Code, and Agent Plugins
Parsed components: 20 skill or MCP entries
Source updated: Sep 12, 2026
Manifest status: Canonical path parsed

The directory validates manifest shape and source location. It does not execute the plugin or provide a security endorsement. Review the indexing methodology →

Install data-engineering-knowledge-capture for Codex and Claude Code

Installs for the current user

codex plugin marketplace add IchenDEV/agent-plugin-mkt
codex plugin marketplace upgrade agent-plugin-marketplace
codex plugin add data-engineering-knowledge-capture@agent-plugin-marketplace

Paste and run these commands in a terminal with Codex. They add and refresh the PluginsMP catalog, then install this plugin.

The installer fetches third-party code from the source repository shown on this page. This directory validates manifest structure and source location, but does not perform a security audit; review the manifest, components, and source before installing.

Get the source manually

$ git clone https://github.com/SpillwaveSolutions/data-engineering-knowledge-capture

Clone the source repository, then follow its setup instructions to add the plugin to a compatible client. The repository root is the plugin root.

Plugin files

data-engineering-knowledge-capture/

├── .codex-plugin/plugin.json
├── .claude-plugin/plugin.json
├── plugin.json
├── skills/dekc-business-object/SKILL.md
├── skills/dekc-capture-query/SKILL.md
├── skills/dekc-capture-table/SKILL.md
├── skills/dekc-context/SKILL.md
├── skills/dekc-design-report/SKILL.md
├── skills/dekc-diagram/SKILL.md
├── skills/dekc-glossary/SKILL.md
├── skills/dekc-grade/SKILL.md
├── skills/dekc-index/SKILL.md
├── skills/dekc-init/SKILL.md
├── skills/dekc-land-data/SKILL.md
├── skills/dekc-lineage/SKILL.md
├── skills/dekc-plan/SKILL.md
├── skills/dekc-platform/SKILL.md
├── skills/dekc-retrieve/SKILL.md
├── skills/dekc-search/SKILL.md
├── skills/dekc-second-brain/SKILL.md
├── skills/dekc-semantic/SKILL.md
├── skills/dekc-session/SKILL.md
└── skills/dekc-walk/SKILL.md

Included Skills20

dekc-business-objectskills/dekc-business-object/SKILL.md

Promote tables/views to business objects with glossary definitions.

dekc-capture-queryskills/dekc-capture-query/SKILL.md

Capture SQL or DAX query artifacts.

dekc-capture-tableskills/dekc-capture-table/SKILL.md

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

dekc-contextskills/dekc-context/SKILL.md

Build progressive-disclosure context packs for a data concept.

dekc-design-reportskills/dekc-design-report/SKILL.md

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

dekc-diagramskills/dekc-diagram/SKILL.md

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

dekc-glossaryskills/dekc-glossary/SKILL.md

Author glossary terms linked to business objects.

dekc-gradeskills/dekc-grade/SKILL.md

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

dekc-indexskills/dekc-index/SKILL.md

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-initskills/dekc-init/SKILL.md

Scaffold a DEKC knowledge bundle with medallion catalogs.

dekc-land-dataskills/dekc-land-data/SKILL.md

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

dekc-lineageskills/dekc-lineage/SKILL.md

Extract and materialize data lineage paths and mermaid diagrams.

dekc-planskills/dekc-plan/SKILL.md

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-platformskills/dekc-platform/SKILL.md

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

dekc-retrieveskills/dekc-retrieve/SKILL.md

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-searchskills/dekc-search/SKILL.md

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

dekc-second-brainskills/dekc-second-brain/SKILL.md

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

dekc-semanticskills/dekc-semantic/SKILL.md

Capture semantic models, metrics, dashboards, reports.

dekc-sessionskills/dekc-session/SKILL.md

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

dekc-walkskills/dekc-walk/SKILL.md

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

Plugin manifests3

.codex-plugin/plugin.json

{
  "name": "data-engineering-knowledge-capture",
  "version": "0.5.3",
  "description": "Data Engineering Knowledge Capture (DEKC) — schemas, lineage, medallion layers, semantic models, business glossary. Extends PKC; depends on OKF. Codex-native skills + hooks port.",
  "author": {
    "name": "Rick Hightower",
    "url": "https://github.com/RichardHightower"
  },
  "homepage": "https://github.com/SpillwaveSolutions/data-engineering-knowledge-capture",
  "repository": "https://github.com/SpillwaveSolutions/data-engineering-knowledge-capture",
  "license": "MIT",
  "keywords": [
    "dekc",
    "pkc",
    "okf",
    "data-engineering",
    "lineage",
    "medallion",
    "codex",
    "worklog",
    "wiki-ticket-sdd"
  ],
  "skills": "./skills/",
  "hooks": "./hooks/codex-hooks.json",
  "interface": {
    "displayName": "Data Engineering Knowledge Capture",
    "shortDescription": "Data lake second brain on PKC + OKF",
    "longDescription": "Walk data lakes, capture schemas/tables/SQL/DAX/lineage, promote technical assets to business objects with glossary definitions, and index everything as a Git-native OKF second brain for agents.",
    "developerName": "Spillwave Solutions",
    "category": "Productivity",
    "capabilities": [
      "Read",
      "Write"
    ],
    "websiteURL": "https://github.com/SpillwaveSolutions/data-engineering-knowledge-capture",
    "defaultPrompt": [
      "Walk this data lake and capture DEKC knowledge.",
      "Promote gold tables to business objects and glossary terms.",
      "Show lineage for the orders mart."
    ],
    "brandColor": "#0D9488"
  }
}

.claude-plugin/plugin.json

{
  "name": "data-engineering-knowledge-capture",
  "version": "0.5.3",
  "description": "Data Engineering Knowledge Capture (DEKC) — extends PKC + OKF for schemas, lineage, medallion layers, SQL/DAX, semantic models, business objects, and an indexed second brain. Agents walk data lakes. Works in Claude Code, Grok Build, Codex, and OpenCode.",
  "author": {
    "name": "Rick Hightower",
    "url": "https://github.com/RichardHightower"
  },
  "homepage": "https://github.com/SpillwaveSolutions/data-engineering-knowledge-capture",
  "repository": "https://github.com/SpillwaveSolutions/data-engineering-knowledge-capture",
  "license": "MIT",
  "keywords": [
    "dekc",
    "pkc",
    "okf",
    "data-engineering",
    "lineage",
    "medallion",
    "semantic-layer",
    "glossary",
    "data-lake",
    "claude-code",
    "grok-build",
    "codex",
    "opencode",
    "worklog",
    "wiki-ticket-sdd"
  ]
}

plugin.json

{
  "$schema": "https://agent-plugins.org/schemas/1.0.0/plugin.schema.json",
  "name": "data-engineering-knowledge-capture",
  "version": "0.5.3",
  "description": "Data Engineering Knowledge Capture: schemas, lineage, medallion, semantic models, and glossary into a durable OKF knowledge graph. Multi-host bindings and write isolation.",
  "author": {
    "name": "Rick Hightower",
    "url": "https://github.com/RichardHightower"
  },
  "homepage": "https://github.com/SpillwaveSolutions/data-engineering-knowledge-capture",
  "repository": "https://github.com/SpillwaveSolutions/data-engineering-knowledge-capture",
  "license": "MIT",
  "keywords": [
    "data-engineering-knowledge-capture",
    "okf",
    "isolation",
    "agent-plugins",
    "claude-code",
    "grok-build",
    "codex",
    "deep-agents",
    "grok-bot",
    "cursor",
    "worklog",
    "wiki-ticket-sdd"
  ]
}

For maintainers

If you maintain this plugin, link to this source-backed listing from your README so users can review its manifest and indexed components.

[data-engineering-knowledge-capture on Agent Plugins Marketplace](https://pluginsmp.com/plugins/data-engineering-knowledge-capture)