Modular Prompt Architecture

// Pseudo-code pipeline
function resolveVisualFromActor(actorData) {
  const { name, personality, voice_style } = actorData;

  // 1. Lookup actor registry by name
  const visualProfile = ACTOR_REGISTRY[name.toLowerCase()];

  // 2. Determine outfit by topic context
  const outfit = resolveOutfit(topicCategory, locationSetting);

  // 3. Inject ke prompt template
  return {
    visual_dna: visualProfile.visual_dna,
    outfit:     visualProfile.outfits[outfit],
    expression: mapPersonalityToExpression(personality)
  };
}

// Mapping suara → visual energy
function mapVoiceToVisualEnergy(voice_tags) {
  if (voice_tags.includes("deep"))   → outfit: professional
  if (voice_tags.includes("bright")) → outfit: casual, expression: energetic
  if (voice_tags.includes("gentle")) → outfit: casual, expression: warm
}