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dekc-platform

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

Skill by SpillwaveSolutions

IndexedMIT
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Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/spillwavesolutions-dekc-platform

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

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

Use cases: data

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What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
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Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/dekc-platform

What's inside

Skill name
dekc-platform
Description
Capture data lakes, data marts, data catalogs, domains, products, streams, storage locations, and data quality rules into the DEKC second brain.
License
MIT
Instructions
60 lines in SKILL.md · view on GitHub

Files (1)

  • SKILL.md

SKILL.md (first lines)

# DEKC platform concepts

```bash
# Data lake — mermaid only includes layers you pass
python3 "${CLAUDE_PLUGIN_ROOT}/scripts/dekc_platform.py" lake \
  --name "Retail Commerce Lake" --platform fabric-onelake \
  --uri "abfss://..." --layers bronze silver gold --repo . --bundle knowledge

# Bronze-only lakehouse (no invented silver/gold promotion)
python3 "${CLAUDE_PLUGIN_ROOT}/scripts/dekc_platform.py" lake \
  --name data_central_canal_lh --platform fabric-onelake --layers bronze
```

# Catalog (Glue / Unity / Purview / DataHub)
python3 "${CLAUDE_PLUGIN_ROOT}/scripts/dekc_platform.py" catalog \
  --name "Workspace Catalog" --engine unity --repo . --bundle knowledge

# Domain + mart + product
python3 "${CLAUDE_PLUGIN_ROOT}/scripts/dekc_platform.py" domain --name Commerce --owner "AE"
python3 "${CLAUDE_PLUGIN_ROOT}/scripts/dekc_platform.py" mart \
  --name "Revenue Mart" --domain Commerce --tables gold-order-daily
python3 "${CLAUDE_PLUGIN_ROOT}/scripts/dekc_platform.py" product \
  --name "Daily Revenue Product" --domain Commerce --outputs gold-order-daily

# Stream + storage + DQ
python3 "${CLAUDE_PLUGIN_ROOT}/scripts/dekc_platform.py" stream \
  --name orders-events --platform eventhubs --lands-as bronze-orders-raw
python3 "${CLAUDE_PLUGIN_ROOT}/scripts/dekc_platform.py" storage \
  --name bronze-orders --kind path --uri "s3://lake/bronze/orders" --layer bronze
python3 "${CLAUDE_PLUGIN_ROOT}/scripts/dekc_platform.py" dq-rule \
  --name freshness-gold --rule-type freshness --target gold-order-daily \
  --expression "max(order_date) >= current_date - 1"

Then attach diagrams with `dekc-diagram` / `dekc_diagram.py`.

## Ingestion jobs

Layer `writes_to` is emitted **only** when `--lands-as` is set. A semantic refresh is not a gold-layer writer.

```bash
python3 "${CLAUDE_PLUGIN_ROOT}/scripts/dekc_platform.py" ingestion \
  --name "orders-stream-landing" \
  --mode streaming --pattern stream-to-bronze \
  --streams orders-events --lands-as bronze-orders-raw \
  --storage bronze-orders-prefix --target-layer bronze

python3 "${CLAUDE_PLUGIN_ROOT}/scripts/dekc_platform.py" ingestion \
  --name data_central_wh_semantic_model_refresh \
  --mode batch --orchestrator fabric-pipeline \
  --refreshes enterprise-data-model-prod

python3 "${CLAUDE_PLUGIN_ROOT}/scripts/dekc_diagram.py" ingestion-pack \
  --job /ingestion/orders-stream-landing.md
```

Modes: batch | microbatch | streaming | cdc | full_load | incremental | file_drop | api_pull

Silver→gold is `dekc_capture.py transformation`, not this command. `workflow` was removed in 0.4.0.

From SpillwaveSolutions/data-engineering-knowledge-capture, MIT.

More from SpillwaveSolutions/data-engineering-knowledge-capture

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Forks
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2
Last commit (this folder)
Aug 25, 2026 (2 months ago)
Last release
Sep 12, 2026 (1 month ago)

From GitHub (fetched Oct 24, 2026).

Details

License
MIT
Repository
github.com/SpillwaveSolutions/data-engineering-knowledge-capture
Website
github.com/SpillwaveSolutions/data-engineering-knowledge-capture
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
GitHubgithub-graphql

More from SpillwaveSolutions

Cite this page

dekc-platform skill. Agent Mart. https://agentmart.dev/skills/spillwavesolutions-dekc-platform (last updated 2026-10-24)