comfyui-prompt-engineer

Generate model-specific prompts for ComfyUI checkpoints and identity methods.

86|24|Updated Feb 6, 2026

Search Tags:#sdxl #prompt-engineering #flux #comfyui #model-specific-prompts #identity-methods

Ready to run

npx skills add https://github.com/MCKRUZ/ComfyUI-Expert --skill comfyui-prompt-engineer

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: comfyui-prompt-engineer
Source: https://github.com/MCKRUZ/ComfyUI-Expert/tree/main/skills/comfyui-prompt-engineer
Command: npx skills add https://github.com/MCKRUZ/ComfyUI-Expert --skill comfyui-prompt-engineer

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Crafting precise, model-specific prompts for ComfyUI workflows is time-consuming and error-prone; this Skill standardizes prompts to maximize model compatibility and identity-method alignment.

Core Features & Use Cases

Generates tailored prompts for FLUX, SDXL, SD1.5, Wan video models, including identity methods like InstantID, PuLID, and IP-Adapter.
Encodes model rules and trigger-word guidance to improve generation quality and consistency across projects.
Supports quick-start prompts to bootstrap new ComfyUI prompts for a given checkpoint.

Quick Start

Ask the tool to generate a model-specific prompt for the target checkpoint and identity method.

Frequently Asked Questions about comfyui-prompt-engineer

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

FAQPage Schema

How do I write model-specific prompts for SDXL and FLUX checkpoints in ComfyUI?▼

To write model-specific prompts for ComfyUI, you need to apply model-aware syntax and required quality tags tailored to your target checkpoint, ensuring maximum compatibility and optimal generation results.

Does this prompt engineering approach support identity methods like InstantID and PuLID?▼

Yes, this prompt engineering approach supports identity methods like InstantID, PuLID, and IP-Adapter by correctly incorporating necessary trigger words and identity method modifiers into your generation workflow.

What is the best way to structure prompts for Wan video models and SD1.5?▼

The best way to structure prompts for Wan video models and SD1.5 is to standardize them using model-aware syntax, ensuring required quality tags and specific trigger words are correctly applied for consistency.

How do I add trigger words and modifiers when using IP-Adapter workflows?▼

To add trigger words and modifiers for IP-Adapter workflows, you standardize your prompt to include identity method alignment, ensuring the specific trigger words and modifiers are correctly incorporated for generation.

Why do my ComfyUI prompts produce inconsistent results across different checkpoints?▼

ComfyUI prompts produce inconsistent results across checkpoints because each model requires specific syntax and quality tags; standardizing prompts ensures model compatibility and identity-method alignment to fix this.

Can this tool generate quick-start prompts to bootstrap a new ComfyUI workflow?▼

Yes, you can generate quick-start prompts to bootstrap new ComfyUI workflows by requesting a model-specific prompt optimized for your target checkpoint and its associated identity method.