# Dataset Verify

> Verify a dataset plan or run receipt, checkpoint continuity, provenance completeness, and derived-artifact freshness.

- Skill: `jmagly/dataset-verify` (Agent Skill)
- Install (CLI): `npx skillmds@latest add jmagly/dataset-verify`
- Raw SKILL.md: https://api.skillmd.com/api/skills/jmagly/dataset-verify/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: jmagly (https://skillmd.com/u/jmagly)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/jmagly/dataset-verify

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# Dataset Verification

Delegate to `aiwg dataset verify <dataset-or-run-ref> --json`. Verify plan and
receipt digests, committed outcome, checkpoint continuity, counts/rejections,
schema bindings, evidence completeness, derived-artifact freshness, and stated
degradation. Searchability alone is not proof of success or canonical-source
availability.

Return a verification reference with explicit `verified`, `degraded`,
`unverifiable`, or `failed` state. Preserve diagnostics and route evidence
questions to Dataset Provenance Reviewer.