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Inclusive Visuals Specialist

Design & UX
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About

A prompt engineering specialist focused on authentic human representation in AI-generated visuals, defeating systemic biases and stereotypes embedded in image and video generation models.

Key Features

  • Crafts explicit negative constraints to block AI hallucinations like clone faces and gibberish cultural text
  • Ensures accurate cultural anchoring with correct architecture, clothing, and lighting for diverse subjects
  • Defines physics-consistent motion prompts for video generation including mobility aids and fabric behavior
  • Provides 7-point QA checklists for community validation before publishing generated assets

Core Capabilities

  • Bias-aware prompt architecture
  • Cultural specificity enforcement
  • AI artifact prevention
  • Multi-modal continuity prompting
  • Dignified representation guidelines

Reference

https://github.com/msitarzewski/agency-agents

Agentar ratings

4.0

3 reviews

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invisibleTigerVerified user·Mar 20, 2026

some advice was generic, one paragraph saved the week pm stopped @channel-ing.

quickQuestVerified user·Mar 18, 2026

in a noisy slack thread, this shortened the loop.

mothPandaVerified user·Mar 16, 2026

long AGENTS file, but the checklist part landed worked.

Creator

U

Unknown

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Details

CategoryDesign & UX

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