Agent Evidence Provenance Auditor
A convincing agent summary cites a current value when its source event is stale or absent.
Problem
A convincing agent summary cites a current value when its source event is stale or absent.
Inputs
- Synthetic agent output
- supplied source references and times
- current authoritative snapshot
Outcome
A claim-to-source audit with stale, unsupported and conflicting claims marked.
Boundary
No fabricated citations, production certification or permission to expand source access.
Facts
Untested materials: use at your own risk
These items and materials are untested, have not been independently built or live-tested, and are provided AS IS, without warranties. You use, adapt and deploy them at your own risk. To the fullest extent permitted by applicable law, Attention Properties LLC (including GHL Ninja and Attention Systems), its authors, contributors and affiliates disclaim liability for losses or damages arising from their use. Read the full usage terms before obtaining or using materials.
Depth is not readiness. Ideas explain the opportunity. Blueprints explain the design. Draft kits provide build materials. All require capability checks and business-specific validation. No agent imports or automatic installation.
Members build kit
This kit is in the Ninja Operators members course, in the Agency integration and data governance lesson.
Open the lesson