Evidence and limits
Finding: Structured role conversations and communicative clarification can produce software artifacts across staged development tasks.
Impact: Watch explicit clarification and phase artifacts. Reject role play or generated code as evidence of production quality.
Boundary: Evaluation does not establish superiority on mature private repositories. Next: does communicative clarification reduce defects more than direct requirements repair?
Flags: generated software tasks; production transfer absent
Record State: Catalog review recorded; not a performance endorsement
What was reviewed: Structure and relevance screened; not a full evaluation