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trust-layer

Evidence-first workflow kit for auditable AI deliverables

Prevents unsupported claims in AI work by requiring evidence mapping before final output. Combines source packet, evidence map, and hostile review stages. Ensures traceability of facts through structured workflow.

aiauditevidenceofficeprovenancesource-groundedverification
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mattdweigand-sketch/trust-layer