Randallyi

Audits knowledge gaps before executing in new technical domains. Produces a structured knowledge gap analysis with quantified coverage per sub-domain and a go/no-go launch threshold. Use when the user mentions entering a new field, starting a new project, feeling "stuck" on what to ask, or requests a "knowledge audit", "domain map", or "T/F assessment". Never proceeds to deep implementation until the user confirms the launch decision.