# Interview Demo Quality Audit Brief

## Background

The MVP already demonstrates traceable Agent diagnosis with Planner, Executor, Gatekeeper, Verifier, Composer, evidence tools, trace persistence, and deterministic eval fixtures. The remaining interview-readiness gap is not a new Agent architecture; it is making the demo easier to run and making prompt/rule changes easier to audit.

## Goal

Stabilize the interview demo path, expand fixture-backed evaluation, and persist prompt/Gatekeeper audit metadata so the project can explain and verify Agent behavior during interviews.

## Scope

- Add prompt audit metadata to Chat verifier evaluation.
- Extend deterministic eval cases and baseline reports.
- Add an interview demo preflight/check script.
- Update MVP demo and architecture documentation.

## Non-goals

- No public API or database schema changes.
- No new SubAgent split, MCP migration, process isolation, or AIOps LLM Verifier.
- No guarantee that every live LLM run returns PASS.