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Skillsimagine-prompt

imagine-prompt

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Updated 10-16 04:30

About this skill

Prompt Optimization For Vofy Media

Rewrite user intent into model-ready prompts while preserving creative direction.

Adaptive Workflow

  1. Identify output type, mode, named model, source media, target platform, aspect ratio, duration, and hard constraints.
  2. If no model is named, choose or infer one with imagine-models before loading prompt guidance.
  3. Load the exact model guide from the routing table below; for multi-stage pipelines, load one guide per stage.
  4. If the selected model has no guide in this skill, do not load a substitute guide; use only the user's intent plus imagine-models capability constraints.
  5. Rewrite the prompt for the selected model and mode.
  6. When the user asked to generate media, pass the optimized prompt to imagine-create instead of stopping at advice.

Model Guide Routing

Model Load
sora-2, sora-2-pro references/sora-2.md
gpt-image-1.5 references/gpt-image-1.5.md
gpt-image-2 references/gpt-image-models.md
gemini-2.5-flash-image, gemini-3-pro-image-preview, gemini-3.1-flash-image-preview references/gemini-image.md
veo-3.1, veo-3.1-fast, veo-3.1-lite references/veo.md

Rewrite Shape

For images, include: subject, environment, composition, style or medium, lighting, camera or render traits, color palette, important text, and constraints.

For videos, include: subject, action over time, setting, camera movement, shot scale, pacing, lighting, style, duration-aware beats, continuity constraints, and audio/dialogue only if the chosen model supports it.

For edits or source-driven modes, describe what must remain unchanged before describing the change.

Output Format

  • Optimized prompt: one copy-paste-ready prompt.
  • Parameter hints: model, mode, ratio, duration, resolution, and special flags when known.
  • Why this works: 1-3 terse bullets only when useful.
  • Next command: include a vofy command only if the user asked to create media.

Guardrails

  • Do not invent unsupported flags; verify special controls with vofy models <model> or imagine-models references.
  • Do not use another model's prompt guide as a fallback.
  • Keep user-specified text exact, especially logos, UI copy, captions, product names, and brand language.
  • Do not overconstrain simple prompts; add detail where it improves controllability.