How do you get genuinely different image directions from one creative

{
    "prompt": "<!-- SC_OFF --><div class=\"md\"><p>One thing I find frustrating about AI image generation: asking for more variations often gives you the same basic idea with different colours, lighting, or small styling changes.</p> <p>But when you&;re developing a campaign, you may want to explore fundamentally different directions — composition, layout, typography, pose, texture, lighting — while keeping the product, brand identity, and key message intact.</p> <p>I&;ve been experimenting with a different approach: instead of repeatedly rewriting one long prompt, start with one creative brief and explicitly separate three things:</p> <ul> <li><strong>Must keep:</strong> the elements that should remain consistent.</li> <li><strong>Can change:</strong> the elements you want to explore.</li> <li><strong>New ideas:</strong> the areas where the model can take creative risks.</li> </ul> <p>I built an open-source tool called Image Lab 2 to explore this workflow. It turns the brief into an editable Excel creative matrix, so you can inspect and adjust the proposed variations before generating a batch of images.</p> <p>The idea is to make creative exploration more structured without making the results feel formulaic.</p> <p>I&;m particularly interested in the prompt-engineering side of this:</p> <ol> <li>Do you explicitly separate fixed constraints from creative variables in your image prompts, or do you leave the model to interpret the brief as a whole?</li> <li>How do you encourage genuinely different compositions and visual concepts without losing brand consistency?</li> <li>Would you rather edit a structured matrix of creative choices, or keep everything in a single natural-language prompt?</li> </ol> <p>I&;m the developer of Image Lab 2 AI skill, so this is also a project showcase (I&;ll add the links in the comments below) — but I&;d genuinely like to hear how others approach the problem.</p> <p>What&;s your approach to getting diversity without sacrificing control?</p> </div><!-- SC_ON --> &; submitted by &; <a href=\" /u/woulatte </a> <br/> <span><a href=\" &; <span><a href=\"",
    "model": "Claude 3.7 / GPT-4o",
    "aspect_ratio": "1:1",
    "category": "Automation",
    "content_type": "workflow_template",
    "surface": "workflows",
    "quality_score": 83,
    "provenance": "COMMUNITY_PROMPT"
}