Image-Prompt Compendium: Common Techniques for Midjourney / SD / DALL-E / Flux

AI Navigate Original / 4/27/2026

💬 OpinionTools & Practical Usage
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Key Points

  • Cross-model prompt: subject→style→composition→lighting→details
  • One subject, concrete nouns, style refs, negative prompts
  • Per-model strengths/weaknesses; commercial-safe = Firefly/Getty
  • Generate 4-8, fix seed for consistency, accumulate negatives

The 5-Element Frame

The prompt structure that works across major models is to write in the order subject → style → composition → lighting → details. Example: "Tokyo at sunset (subject) / ukiyo-e style (style) / diagonal overhead wide shot (composition) / warm cinematic light (lighting) / Hokusai wave patterns, cloud texture, 8 people (details)."

Subject and Object

  • Narrow the lead to one (multiple subjects easily break)
  • Choose concrete nouns ("30s woman, business suit" over "person")
  • Add verbs/states ("brewing coffee," "concentrating")

Style Reference

  • Broad categories like "photo," "watercolor," "3D render"
  • Specific artist names (Midjourney references past-work URL with --sref)
  • SD reuses composition with IP-Adapter / ControlNet
  • Flux Kontext interactively edits like "change only the clothes to red"

Composition Keywords

  • Camera: close-up, medium shot, wide shot, bird's-eye, low angle

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