Simulate adding the feature the user names — WITHOUT writing a single line of code. This is a pre-flight check of both the plan and the knowledge layer.
Phases to walk (score each: smooth / friction / blocked)
- Locate — can MODULE_MAP + FEATURE_MAP/CATALOG identify the target modules without crawling? Name them.
- Plan — draft the touch list per layer; note Stability of every file you'd
change. Any
frozenor?file ⇒ blocked pending human approval. - Verify — which suites would prove it works; do they exist and are commands confirmed?
- Knowledge update — which ai/ files would need updating after the change?
Output
A friction report in chat (and, if asked, saved to ai/analysis/audit-reports/): per-phase score with the specific missing knowledge that caused friction, total estimated context cost, and a go / no-go recommendation. Knowledge gaps found here are the cheapest bugs you will ever fix — file each as an audit TODO.