By name: provenance description: Preserve evidence links, manifest paths, run identifiers, and artifact lineage so behavior-analysis outputs stay reviewable and replayable. metadata: '{"annolid":{"always":false}}'
Provenance
Use this skill whenever the bot reports behavior-analysis results.
Required provenance
- run id or session context,
- manifest path when available,
- artifact paths for tracks, behaviors, metrics, or reports,
- validation warnings if present.
Rules
- Prefer immutable run artifacts over ad hoc summaries.
- Report where the result came from.
- If evidence is incomplete, say what is missing.
- Preserve existing export and labeling contracts unless the task explicitly changes them.