prompt-engineer

Optimize natural language requests into structured prompts for multi-modal AI models.

12|3|Updated Jun 17, 2026
One-click install
npx skills add https://github.com/phuhao00/bony-agent --skill prompt-engineer-phuhao00
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: prompt-engineer
Source: https://github.com/phuhao00/bony-agent/tree/main/.agent/skills/prompt-engineer
Command: npx skills add https://github.com/phuhao00/bony-agent --skill prompt-engineer-phuhao00

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill solves the challenge of generating high-quality, professional-grade visual content by bridging the gap between vague user requests and the complex, technical language required by advanced AI models.

Core Features & Use Cases

  • Cinematic Structuring: Automatically injects professional cinematography, lighting, and camera movement terminology into user prompts.
  • Multi-Modal Optimization: Tailors prompts specifically for high-end models like Midjourney, Stable Diffusion, and Sora.
  • Use Case: A user wants a simple video of a beach; this Skill expands that request into a detailed prompt specifying drone shots, golden hour lighting, and 4k resolution to ensure the AI generates a cinematic result.

Quick Start

Ask the prompt engineer to optimize your request for a cyberpunk city scene to ensure it includes professional lighting and camera settings.

Frequently Asked Questions about prompt-engineer

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

FAQPage Schema
How do I optimize natural language requests into high-fidelity prompts for multi-modal AI models?

To optimize natural language requests into high-fidelity prompts, this Skill restructures your text by injecting professional cinematography, lighting, and camera movement parameters. It refines technical tokens to ensure compatibility with advanced image and video synthesis engines.

What is the best way to add professional cinematography and camera movements to AI video generation prompts?

The best way to add professional cinematography to AI video generation prompts is through cinematic structuring, which automatically injects industry terminology for lighting, camera angles, and movement into your natural language request.

Can I use this prompt engineering workflow to generate complex visual content for Midjourney and Stable Diffusion?

Yes, you can use this prompt engineering workflow to generate complex visual content for Midjourney and Stable Diffusion. It provides multi-modal optimization to tailor technical tokens specifically for these high-end image synthesis engines.

Does this prompt optimization process support advanced video synthesis engines like Sora?

Yes, this prompt optimization process supports advanced video synthesis engines like Sora. It ensures compatibility by refining technical tokens and structuring your request with appropriate camera movements and resolution parameters.

How do I turn a simple idea into a detailed prompt specifying drone shots and golden hour lighting?

To turn a simple idea into a detailed prompt, you provide a basic natural language request and the Skill automatically expands it with specific parameters like drone shots, golden hour lighting, and 4k resolution to ensure a cinematic result.

Why does my simple AI art prompt fail to generate professional-grade visual content?

A simple AI art prompt fails to generate professional-grade visual content because it lacks the complex, technical language required by advanced AI models. Bridging this gap requires structuring your request with specific cinematography and lighting parameters.