# Tool integration spec review brief

Use this brief before exposing an internal system as an AI-callable tool. The review should ensure the tool is useful, scoped, observable, safe to retry, and recoverable if the agent or user gives bad instructions.

## Review sections

- Business purpose and user journey.
- Input and output contract with examples.
- Permission scope, approval gate, and dry-run behavior.
- Idempotency, retry, error, and rollback handling.
- Audit trail, owner, and release decision.