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openlark

Model Prompt Generator

by OpenLark · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ✓ Security Clean
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Install in OpenClaw
/install model-prompt-generator
Description
Generate English model prompts for AI image generation tools based on user-provided Chinese clothing descriptions, covering model appearance, outfit coordina...
README (SKILL.md)

Model Prompt Generator

Generate professional English fashion photography prompts for AI image generation tools based on clothing descriptions.

Use Cases

Use when users need to "generate model prompts", "clothing shoot prompt", or "model image prompt".

Workflow

1. Parse Clothing Description

Extract key information from user input:

  • Clothing Information: Type, color, material, style, suitable season and occasion
  • User Preferences (optional): Gender, age, ethnicity, scene, pose

2. Build Prompt

The generated English prompt must cover the following four dimensions:

Model Appearance

  • Gender, approximate age (20s/30s/40s), ethnicity (East Asian/Black/Caucasian/South Asian, etc.)
  • Body type (slim/athletic/curvy) and expression (confident/relaxed/elegant)
  • Prioritize diversity and inclusivity when not specified

Overall Coordination

  • Complement with reasonable accessories, footwear, and layered styling
  • Bags, jewelry, outerwear, etc., ensuring style consistency and seasonal/occasional appropriateness

Scene & Lighting

  • Background environment: urban street / minimalist studio / beach / runway, etc.
  • Lighting effects: soft natural light / golden hour / studio lighting

Photography Style

  • Shot type: full-body shot / three-quarter view / close-up
  • Visual style: fashion editorial / e-commerce product photo / candid street style

3. Output

Output only one English prompt, nothing else:

[English prompt, ≤700 characters]

Constraints

  • Output only the English prompt; no Chinese explanations, titles, or additional notes
  • Keep within 700 characters
  • Language should be fluent, specific, and vivid, using professional fashion photography terminology
  • Avoid stereotypes; advocate for diverse, modern, and authentic image representation
  • If user input conflicts with conventional styling, prioritize user preferences
Usage Guidance
This skill is appropriate to install if you want help turning clothing descriptions into English AI-image prompts. Review the generated prompt before use, especially where it fills in model appearance details such as age, ethnicity, body type, pose, or scene when the user did not specify them.
Capability Assessment
Purpose & Capability
The artifact's stated purpose is to convert user-provided clothing descriptions into concise English fashion photography prompts, and its instructions are limited to prompt composition.
Instruction Scope
Runtime instructions define content dimensions, output format, length, and representation constraints; they do not ask the agent to override user control, access hidden data, or perform unrelated actions.
Install Mechanism
The reviewed package contains only a non-executable SKILL.md file, with no install scripts, dependencies, obfuscation, or hidden setup behavior.
Credentials
No local file access, credentials, session stores, network tools, package installation, or external service calls are requested by the skill.
Persistence & Privilege
No persistence, background execution, privilege escalation, state mutation, or account-impacting actions are present in the artifact.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install model-prompt-generator
  3. After installation, invoke the skill by name or use /model-prompt-generator
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of the model-prompt-generator skill. - Generates professional English fashion photography prompts for AI image tools based on Chinese clothing descriptions. - Prompts include model appearance, outfit coordination, scene lighting, and photography style. - Supports user-specified details such as gender, age, ethnicity, scene, and pose. - Ensures diversity, style consistency, and clarity in all generated prompts. - Outputs a single, fluent, and vivid English prompt under 700 characters with no extra text.
Metadata
Slug model-prompt-generator
Version 1.0.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is Model Prompt Generator?

Generate English model prompts for AI image generation tools based on user-provided Chinese clothing descriptions, covering model appearance, outfit coordina... It is an AI Agent Skill for Claude Code / OpenClaw, with 34 downloads so far.

How do I install Model Prompt Generator?

Run "/install model-prompt-generator" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Model Prompt Generator free?

Yes, Model Prompt Generator is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Model Prompt Generator support?

Model Prompt Generator is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Model Prompt Generator?

It is built and maintained by OpenLark (@openlark); the current version is v1.0.0.

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