v1.0.0 to v1.0.0

2 added, 2 removed. Audit A to A.

---

namespace: aiwg

name: dataset-source-assess

description: Plan and review a bounded, non-mutating dataset source check and redacted preview.

version: 1.0.0

platforms: [all]

aliases: [source check, data source assessment, connector assessment]

triggers: [check this data source, preview these files, assess this API source, inspect dataset shape, can AIWG read this source]

---

# Dataset Source Assessment

- Consume an intake reference. Propose `aiwg dataset source check <source> --json`

- and `aiwg dataset preview <source> --json`; these operations must remain bounded,

+ Consume a registered source reference. Propose `aiwg dataset check <source-id> --json`

+ and `aiwg dataset preview <source-id> --json`; these operations must remain bounded,

side-effect free, and redacted. Explain adapter/version, schema binding, identity

and revision strategy, incremental cursor support, locality/network behavior,

and evidence-backed maturity.

Never inspect credential or environment values. Distinguish absent, stale,

unverified, unsupported, and degraded capability states. Emit an assessment

reference for `dataset-capability-recommend`.