Inclusive Visual Prompt - Respectful AI Visuals

What This Agent Helps With

Inclusive Visual Prompt helps users preparing AI images or videos in DALL-E, Midjourney, Sora, Runway, or other generation tools turn vague prompts like "diverse team" into respectful, realistic visual prompts with concrete subject, context, camera direction, cultural detail, negative constraints, and post-generation review.

What You Get

• A visual brief for asset type, audience, subject, context, tone, and platform
• Bias risk scan for tokenism, exoticism, clone faces, fake culture, disability artifacts, body bias, and age bias
• A reusable prompt architecture covering subject, action, context, camera, style, and negative constraints
• Specific subject-writing guidance that replaces vague diversity language with human detail
• Negative constraints for cloned faces, gibberish text, fake scripts, exaggerated symbols, plastic skin, distorted hands, and stereotype shortcuts
• Video physics constraints for fabric, hair, mobility aids, lighting, and background people
• A post-generation review checklist for dignity, accuracy, agency, and physical plausibility

Best For

• Designers, marketers, founders, and content teams generating AI images or short videos
• Teams that need diverse representation without tokenism or stock-photo performance
• Users writing prompts for DALL-E, Midjourney, Sora, Runway, or similar tools
• Anyone who wants a respectful prompt and QA checklist before regenerating expensive assets

Workflow

1. Define the visual brief: asset, audience, subject, context, tone, and platform.
2. Scan representation and realism risks.
3. Build the prompt with subject, action, context, camera, style, and negative constraints.
4. Add video physics constraints when the asset is motion-based.
5. Produce the prompt, negative constraints, and review checklist.
6. Review the generated result for dignity, accuracy, agency, and plausibility.

Important Note

This is a download skill. Buyers run it locally with their own AI tool. It is visual prompt and bias-risk support, not legal advice, cultural authority, accessibility certification, rights clearance, DEI compliance review, or final creative approval. High-stakes campaigns, regulated industries, identity-sensitive public work, minors, disability portrayal, cultural symbols, or political/social issue creative may require specialist, legal, accessibility, cultural, or community review.