Learn
starter
3 registry resources · 2 tutorials, 1 plugin · roadmap: Warehousing, Data Quality, Agentic Data Engineering
What this topic covers
DE//AGENT currently lists 3 resources under starter: 2 tutorials, 1 plugin. Everything below is derived from the live registry — counts, capabilities, verification state and security posture come from the curated records, never from marketing copy.
What you can learn here
Documented learning objectives across these resources:
- Layer staging, intermediate, and marts models — via Run the dbt warehouse tests starter end to end
- Run the seed/build/docs loop the starter ships with — via Run the dbt warehouse tests starter end to end
- Enforce unique + not_null on the fact grain key — via Run the dbt warehouse tests starter end to end
- Express a quality contract as executable checks — via Split a batch into quarantine and publish
- Design a quarantine table with a reason — via Split a batch into quarantine and publish
- Alert on the quarantine rate, not just on failure — via Split a batch into quarantine and publish
Where this fits in the learning roadmap
These resources map to stages: Warehousing (1), Data Quality (1), Agentic Data Engineering (1). Follow the four-phase roadmap to place this topic inside a progression instead of learning it in isolation.
Compare the registry's options
Every entry, its shape and its trust state — sorted by the registry's composite score. This table is the honest version of a marketing comparison: no sponsored placements, no unverifiable claims.
| Resource | Type | Difficulty | Verification | Score |
|---|---|---|---|---|
| Run the dbt warehouse tests starter end to end | Tutorial | beginner | community | 34.15 |
| Split a batch into quarantine and publish | Tutorial | intermediate | community | 34.15 |
| DE Data Toolkit | Plugin | beginner | community flags | 34.1 |
How scores are computed: source quality score.
Where to start
Highest composite score first:
- Run the dbt warehouse tests starter end to end score 34.15 — beginner
- Split a batch into quarantine and publish score 34.15 — intermediate
- DE Data Toolkit score 34.1 — beginner
Scores rank provenance, completeness and trust — read how verification works before adopting anything.
Good fits
Start here if you're new: Run the dbt warehouse tests starter end to end, DE Data Toolkit.
Cautions and limitations
Security-flagged entries: DE Data Toolkit (2 flags). Flags mean the record declares capabilities like credential use or write access — read the security posture on each page before connecting.
Production use cases
- Run the dbt warehouse tests starter end to end — Clone the dbt-warehouse-tests starter, seed its deterministic customers and orders data, and build the staging → intermediate → marts pipeline with dbt build --target dev. You serv… details
- Split a batch into quarantine and publish — Build the pipeline-dq-quarantine starter the way the Quarantine then Publish pattern prescribes: a quality contract splits each batch into a published set and a quarantine with rea… details
- DE Data Toolkit — The opinionated starter plugin: SQL/Spark review skills, the destructive-SQL guard, a secret scanner and the file/git MCP servers, wired for data engineers. details
Install and inspect
Real install commands from the registry — read the source before running any of them:
amp plugin add de-agent/de-data-toolkitDE Data Toolkit — review first
Further study
Adjacent topics: tutorial (2 shared).
Study path: the roadmap places this topic in a progression · the scoring model explains the numbers · the trust rule catalog shows every security check these entries passed through.
Full resource list
| Resource | Type | Score |
|---|---|---|
| Run the dbt warehouse tests starter end to end | Tutorial | 34.15 |
| Split a batch into quarantine and publish | Tutorial | 34.15 |
| DE Data Toolkit | Plugin | 34.1 |