> [!IMPORTANT]
> **AI Assist Note (Knowledge Heritage)**:
> This document is part of the "Sovereign Reality" documentation.
> - **@docs ARCHITECTURE:Core**
> - **Failure Path**: Information drift, legacy terminology, or documentation mismatch.
> - **Telemetry Link**: Search `[User Feedback Analysis]` in audit logs.
>
> ### AI Assist Note
> User Feedback Analysis Protocol
>
> ### 🔍 Debugging & Observability
> Traceability via `parity_guard.py`.

# User Feedback Analysis Protocol

1. Scan 'Sovereign' feedback logs.
2. Cluster complaints by 'Component'.
3. Rank by 'P0' severity.
4. Draft improvement tickets for CODER.
5. Notify Product Owner.

[//]: # (Metadata: [User Feedback Analysis])
