Triple-room module composer — Interactive Lab Build | Sana Shahid

Write four boring invariant lines first, then let analyst / exec / renewal briefs diverge with forbidden-phrase guardrails and a cross-room drift lint.

Published: 2026-06-20

Build stats

• 4 — kernel lines (inputs→proof)
• 3 — room narratives per module
• lint — drift check before handoff

Highlights

• Kernel first — room copy diverges in emphasis, not in factual substrate.
• Forbidden phrase lists keep altitude honest per audience.
• Drift lint catches incompatible promises before a live demo does.