Evidence & authorized use
Keep observations, model suggestions and operator decisions distinct.
Evidence records
Sources may include a title, retrieval time, classification, content hash and provenance. Citation cards expose the relevant excerpt; the raw record remains available for deliberate inspection.
Bounded local checks
Knowledge lookup and dependency review use the configured bounded corpus/snapshot, not a claim of complete vulnerability coverage. An unknown package or unmatched query is not proof of safety.