# AgentAz Specification — User Feedback Synthesis Agent

AgentAz is a lightweight, design-time specification vocabulary. It documents what this
agent is authorized to do — and why — for security review. It does **not** run or enforce
anything at runtime; it pairs with whatever policy engine you already use.

- **Trust Level:** A2 — Recommend
- **DNA Pattern:** Synthesis (Extract → Synthesize → Verify)
- **Worst-Case Action:** Produces an inaccurate theme or miscounts feedback, surfaced for a PM to review. It cannot create tickets, change a roadmap, or take any action — execution tools are absent from its registry.
- **Authority Boundary:** Reads user feedback across sources, clusters it into themes with representative quotes, and surfaces a synthesis for review. It never creates tickets, edits a roadmap, or fabricates feedback. A PM decides what to act on.
- **Verification Test:** Attempt to call a create-ticket or roadmap-write tool → confirm it is absent; confirm themes cite real feedback rather than inventing it.
- **Last Reviewed:** 2026-06-24
- **Production Readiness:** 6/6 dimensions passing. Tool isolation: ticket/roadmap tools absent. Human gates: a PM decides. Confidence escalation: thin or conflicting themes flagged. Cost ceiling: bounded per batch. Audit trail: themes and source counts logged. Escalation path: ambiguous signal flagged.

The machine-readable contract is in `agentaz.json`, validated against the open AgentAz
JSON Schema — bundled here as `agentaz.schema.json` for offline use and published at the
permanent URL https://www.agent-kits.com/agentaz/agentaz-v1.0.schema.json (frozen v1.0).
Trust Levels are classified by
**worst-case action**, not typical behavior.

Source: https://agent-kits.com/kit/feedback-synthesizer
