soul-prompt-craft

Extract context from style-guide.md and art-direction-brief.md to assemble 12-element prompts for FLUX, Gemini, and Replicate.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/moongci38-oss/forge --skill soul-prompt-craft
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: soul-prompt-craft
Source: https://github.com/moongci38-oss/forge/tree/main/.claude/skills/soul-prompt-craft
Command: npx skills add https://github.com/moongci38-oss/forge --skill soul-prompt-craft

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automatically assemble high-quality 12-element prompts for image generation by extracting project context from style-guide.md and art-direction-brief.md, and convert them into model-specific formats (FLUX, Gemini, Replicate) with tier-based depth.

Core Features & Use Cases

  • Automatically extract context from style-guide.md and art-direction-brief.md to populate 12 prompts.
  • Assemble 12-element prompts and convert to model-specific formats for FLUX, Gemini, and Replicate.
  • Support tier-based depth (T1/T2/T3) and optional alignment with golden recipes in prompt-log.
  • Use cases include generating prompts before /game-asset-generate steps, applying manual fine-tuning, and handing prompts to MCP workflows.

Quick Start

Place your asset context in style-guide.md and art-direction-brief.md, then run Soul Prompt Craft to generate model-ready prompts.

Frequently Asked Questions about soul-prompt-craft

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automatically generate prompts for AI image generation from a style guide?

You can automatically generate AI image generation prompts by placing project context in style-guide.md and art-direction-brief.md. The Skill extracts this context to assemble high-quality 12-element prompts for your game assets.

Can I convert 12-element prompts into formats compatible with FLUX, Gemini, and Replicate?

Yes, 12-element prompts can be converted into model-specific formats. The Skill applies model adapters to automatically format and tune output requirements for FLUX, Gemini, and Replicate.

What is the best way to structure prompts for game asset image generation workflows?

The best way to structure game asset image generation prompts is using a 12-slot filling mechanism. It ensures context extraction, tier-based depth, and alignment with golden recipes in the prompt-log.

How do I control the detail depth when crafting prompts for AI image models?

You control detail depth when crafting AI image prompts using tier-based depth settings. The system supports T1, T2, and T3 tiers to scale prompt complexity according to your project requirements.

Does this prompt crafting workflow require manual fine-tuning before handing prompts to MCP workflows?

Manual fine-tuning is optional before handing prompts to MCP workflows. The system automates context extraction and 12-slot filling, but you can manually adjust prompts or apply golden recipes from the prompt-log.

When do I need to use a 12-element prompt structure for AI image assets?

You need a 12-element prompt structure for AI image assets when automating game asset generation. It ensures comprehensive context extraction from the art-direction-brief and applies tier-based depth before model-format conversion.