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12 registry resources · 10 hooks, 2 tutorials · roadmap: Data Quality, Orchestration, Reliability, Warehousing, Observability

What this topic covers

DE//AGENT currently lists 12 resources under hook: 10 hooks, 2 tutorials. 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:

Where this fits in the learning roadmap

These resources map to stages: Data Quality (3), Orchestration (2), Reliability (5), Warehousing (1), Observability (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.

ResourceTypeDifficultyVerificationScore
Enforce contracts in CI with the schema change checkTutorialbeginnercommunity34.15
Gate backfills with the safety check hookTutorialintermediatecommunity34.15
Destructive SQL GuardHookbeginnercommunity33.6
Production Write ConfirmationHookbeginnercommunity33.6
dbt Full-Refresh GuardHookintermediatecommunity flags32.6
Backfill Safety CheckHookadvancedcommunity32.6
Secret Scan on CommitHookbeginnercommunity flags32.1
Schema Change CheckHookintermediatecommunity flags32.1
Freshness Pre-Merge CheckHookintermediatecommunity flags31.1
PII Leak GuardHookadvancedcommunity flags31.1
Spark Cost CheckHookadvancedcommunity flags31.1
Pre-deployment DQ CheckHookintermediatecommunity flags26.1

How scores are computed: source quality score.

Where to start

Highest composite score first:

  1. Enforce contracts in CI with the schema change check score 34.15 — beginner
  2. Gate backfills with the safety check hook score 34.15 — intermediate
  3. Destructive SQL Guard score 33.6 — beginner

Scores rank provenance, completeness and trust — read how verification works before adopting anything.

Good fits

Cautions and limitations

Security-flagged entries: dbt Full-Refresh Guard (1 flag), Secret Scan on Commit (2 flags), Schema Change Check (2 flags), Freshness Pre-Merge Check (2 flags), PII Leak Guard (2 flags), Spark Cost Check (2 flags), Pre-deployment DQ Check (4 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

  • Enforce contracts in CI with the schema change check — Install the Schema Change Check as a pre-commit gate over staged schema files so a breaking change exits non-zero unless a migration plan or deprecation annotation rides along with… details
  • Gate backfills with the safety check hook — Wire the Backfill Safety Check as a pre-run gate that refuses any backfill lacking an explicit date range, a shadow or snapshotted target, and a window clear of the scheduled produ… details
  • Destructive SQL Guard — Intercept DROP / TRUNCATE / DELETE-without-WHERE before an agent executes it. details
  • Production Write Confirmation — Force human confirmation for any write against a production data target. details

Further study

Adjacent topics: guardrail (7 shared), ci (3 shared), safety (3 shared), tutorial (2 shared), cost (2 shared), contracts (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

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