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inclusive-visuals-specialist

Generates precise image generation prompts and audits AI-generated visual media to guarantee bias-free, diverse, and authentic representation across skin…

Skill by smartrus

IndexedMIT
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Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/smartrus-inclusive-visuals-specialist

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Generates precise image generation prompts and audits AI-generated visual media to guarantee bias-free, diverse, and authentic representation across skin tones, body types, ages, abilities, cultures, and gender expressions. Ensures visual content meets inclusive design standards and avoids harmful stereotypes. Trigger on inclusive visuals, diverse representation, bias-free images, and representation auditing. Do NOT trigger on general graphic design without inclusion focus, cross-cultural UX auditing, accessibility/WCAG auditing, brand identity design, or photography art direction.

Use cases: design, writing

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Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found
Runs as
Python package

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/inclusive-visuals-specialist

What's inside

Skill name
inclusive-visuals-specialist
Description
Generates precise image generation prompts and audits AI-generated visual media to guarantee bias-free, diverse, and authentic representation across skin tones, body types, ages, abilities, cultures, and gender expressions. Ensures visual content meets inclusive design standards and avoids harmful stereotypes. Trigger on inclusive visuals, diverse representation, bias-free images, and representation auditing. Do NOT trigger on general graphic design without inclusion focus, cross-cultural UX auditing, accessibility/WCAG auditing, brand identity design, or photography art direction.
License
MIT
Instructions
25 lines in SKILL.md · view on GitHub

Before installing

  • Ships executable scripts

Files (3)

  • SKILL.md
  • evals.json · evals/
  • visual_inclusion_auditor.py · scripts/

SKILL.md (first lines)

# Inclusive Visuals Specialist

This skill audits and generates visual content that ensures diverse, bias-free representation across all dimensions of human identity. It evaluates image prompts and visual media for authentic diversity and identifies harmful stereotypes or underrepresentation.

## When to Use

Use this skill when:
- Auditing AI-generated images for representation bias
- Creating inclusive image generation prompts
- Checking visual content for stereotyping
- Ensuring diverse representation across skin tones, ages, abilities, gender expressions
- Designing inclusive imagery for healthcare, education, or enterprise apps
- Evaluating stock photo selections for diversity
- Generating prompts with explicit diverse characteristics

## When NOT to Use

Do NOT use this skill for:
- General graphic design without inclusion focus
- Cross-cultural UX auditing (use cross-cultural-ux-auditor)
- WCAG accessibility auditing (use accessibility-wcag-auditor)
- Brand identity and logo design
- Photography art direction and styling

From smartrus/claude-skills-and-apps, MIT.

More from smartrus/claude-skills-and-apps

Signals

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Last commit (this folder)
Mar 23, 2026 (7 months ago)

From GitHub (fetched Oct 24, 2026).

Details

License
MIT
Repository
github.com/smartrus/claude-skills-and-apps
Website
smartrus.github.io/claude-skills-and-apps/
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
GitHubgithub-graphql

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Cite this page

inclusive-visuals-specialist skill. Agent Mart. https://agentmart.dev/skills/smartrus-inclusive-visuals-specialist (last updated 2026-10-24)