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The seven-lane list in Phase C departure mode was acting as a menu: the model ran "furthest from editorial" as its selection criterion and converged on Swiss-grid / Terminal / Industrial-signage every time. Replaced with a brand-voice derivation process (read personality words, imagine physical experiences, derive visual directions). Explicitly names the failure mode so the model can't fall into it. Phase D family-pass labels are now open-ended nouns, not a fixed vocabulary list that re-anchored the same categories. Reinforced parameter generation: Phase C (both modes) now requires naming 2-3 parameter knobs alongside each variant during planning, not as an afterthought. The freeform bias paragraph aligns with the budget table (2-3 for large compositions, not 1-2) and frames 0-param heroes as mistakes, not judgment calls. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>