Detailed Design
- Capability decomposition follows the actual work practitioners do: evaluate, configure, demonstrate, troubleshoot, explain, and follow up.
- Each capability is a bounded, composable unit with a defined interface, data contract, and owner.
- State, session, and settings handling are designed around auditability and reproducibility rather than convenience.