feat(skills): add content-culture calibration + use-real-subject#450
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Two skill additions to prompt-expansion.md, derived from eval 4 user-judge results (branch lost 2/6 to main): 1. Before you enrich, calibrate to content culture. Eval 4 p1 Stride: branch treated a running-shoes teaser as an introspective narrative (stillness -> ignition -> claim). Main went with kinetic brand energy (marquee sweeps, HUD counters ticking live, bold display at scale). User picked main. Always- enrich over-rotates toward narrative reframes; consumer-brand genres want kinetic energy, not contemplation. New section teaches the agent to pick the genre's energy register FIRST (consumer brand / product demo / technical / documentary / editorial / news), then enrich INSIDE that register. Includes a "what the genre does NOT want" column to prevent common over-rotations. 2. Use the real subject when it exists. Eval 4 p5 Migrant Mother: branch used a placeholder [PHOTOGRAPH] rectangle with R4 shared-overlay discipline. Main fetched the actual photograph from Library of Congress IIIF. User picked main. When the composition is about a specific, named, real- world artifact (photograph, painting, song, public figure's words, company UI, historical moment) AND the artifact is accessible via public sources, use it. R4 applies to HOW to present the subject, not WHETHER to use a real one. Explicit examples: LoC IIIF, Wikimedia Commons, NASA open archive, Mauritshuis open-access. Applied to branch worktree only. NOT synced to installed main skill path per the lesson from the contamination bug - main's skill stays pinned so future evals have a clean baseline.
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This was referenced Apr 23, 2026
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