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feat(skills): add content-culture calibration + use-real-subject#543

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vanceingalls wants to merge 1 commit intovance/prompt-expansion-v2from
vance/content-culture-v2
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feat(skills): add content-culture calibration + use-real-subject#543
vanceingalls wants to merge 1 commit intovance/prompt-expansion-v2from
vance/content-culture-v2

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Summary

  • Add content-culture calibration and use-real-subject guidance

Stack: 2/3 (depends on #542)

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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