Use this model to evaluate how mature an AI-assisted engineering workflow is.
flowchart TD
A[Level 0 Ad hoc] --> B[Level 1 Prompt templates]
B --> C[Level 2 Task loops]
C --> D[Level 3 Verifiers]
D --> E[Level 4 Governance]
E --> F[Level 5 Self improvement]
- Level 0: ad hoc chat.
- Level 1: reusable prompts exist.
- Level 2: task-specific loops exist.
- Level 3: verifiers decide completion.
- Level 4: CI, governance, release, and security controls exist.
- Level 5: the system improves itself through a planned and reviewed loop.
This repository targets Level 5 for documentation and methodology, then moves toward executable local tooling.