governance

DE//AGENT currently lists 8 resources under governance: 3 tutorials, 1 skill, 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.

Also present: 1 hook, 1 template, 1 reference.

Documented learning objectives across these resources:

• Classify columns into PII categories — via PII Classifier
• Choose masking vs hashing vs tokenisation — via PII Classifier
• Record a data-classification tag — via PII Classifier
• Write all six parts of a contract for a real dataset — via Author your first data contract
• Specify freshness and completeness numbers in the SLA — via Author your first data contract
• Name the CI test that fails when the contract is violated — via Author your first data contract
• Right-size warehouses per environment instead of one size for all — via Govern cloud spend — right-sizing, resource monitors, and unit economics
• Enforce budgets with resource monitors and hard credit caps — via Govern cloud spend — right-sizing, resource monitors, and unit economics

4 more objectives live on the individual resource pages.

These resources map to stages: Data Quality (3), Observability (1), Cloud (1), Reliability (3). Follow the four-phase roadmap to place this topic inside a progression instead of learning it in isolation.

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.

How scores are computed: source quality score.

Highest composite score first:

1. PII Classifier score 34.4 — intermediate
2. Author your first data contract score 34.15 — beginner
3. Govern cloud spend — right-sizing, resource monitors, and unit economics score 34.15 — intermediate

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

Start here if you're new: Author your first data contract, Catalogs and ownership: who owns this table and is it safe to use?.

Reach for these with production experience: PII Leak Guard.

Security-flagged entries: PII Classifier (3 flags), Contract Kit (2 flags), Data Contract Template (2 flags), Catalogs and ownership: who owns this table and is it safe to use? (2 flags), PII Leak Guard (2 flags). Flags mean the record declares capabilities like credential use or write access — read the security posture on each page before connecting.

• PII Classifier — Scans column names and sample values for PII categories, then proposes classification tags and a masking/pseudonymisation policy. details
• Author your first data contract — Draft an enforceable contract for one real dataset by walking the six parts — owner, schema, semantics, SLA, breaking-change policy, enforcement — starting from the data-contract t… details
• Govern cloud spend — right-sizing, resource monitors, and unit economics — Govern cloud spend the way you govern data quality: right-size each warehouse per environment, put a resource monitor between the workload and the invoice, and alert on cost-per-ru… details
• Contract Kit — Authors data contracts, enforces them in CI, and classifies schema changes as compatible/risky/breaking for producers and consumers. details

Real install commands from the registry — read the source before running any of them:

npx de-agent-platform add pii-classifier

PII Classifier — review first

amp plugin add de-agent/contract-kit

Contract Kit — review first

amp template new de-agent/data-contract-template ./contracts

Data Contract Template — review first

Adjacent topics: tutorial (3 shared), ci (2 shared), pii (2 shared), data-contract (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.