prompting-pro

Formulate model-specific prompts for GPT-5.5, GPT-5.4, GPT-5.3-Codex, Gemini 3, and Nano Banana.

1|Updated Apr 25, 2026
One-click install
npx skills add https://github.com/martinderm/prompting-pro --skill prompting-pro
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: prompting-pro
Source: https://github.com/martinderm/prompting-pro/tree/main
Command: npx skills add https://github.com/martinderm/prompting-pro --skill prompting-pro

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This skill helps solve the challenge of formulating high-quality prompts for specific AI models, providing official documentation and community tips.

Core Features & Use Cases

  • Model-Specific Guidance: Offers official and community tips for various AI models.
  • Overlay Routing: Allows for specialized overlays for specific task types.
  • Prompt Formulation: Assists in creating prompts with model-specific constraints and output formats.

Quick Start

Use the prompting-pro skill to generate a prompt for the GPT-5.5 model to summarize the following text: "The latest trends in AI and machine learning."

Frequently Asked Questions about prompting-pro

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

FAQPage Schema
How do I formulate high-quality prompts for GPT-5.5 and Gemini 3?▼

To formulate high-quality prompts for GPT-5.5 and Gemini 3, apply model-specific constraints and official documentation guidelines. This approach aligns prompt structure with the target AI model's optimal processing behavior for accurate outputs.

What is overlay routing in prompt engineering?▼

Overlay routing in prompt engineering applies specialized task-specific configurations over a base prompt. It tailors AI model instructions for distinct task types while maintaining the core model constraints for structured outputs.

Can I generate structured output formatting for Nano Banana prompts?▼

Yes, you can generate structured output formatting for Nano Banana prompts. The skill assists in creating prompts that enforce specific output formats and model-specific constraints for Nano Banana and other supported AI models.

Does this approach support community tips for GPT-5.3-Codex?▼

Yes, this approach supports community tips for GPT-5.3-Codex. It combines official documentation with community-driven insights to help you build effective prompts tailored to the GPT-5.3-Codex environment.

What is the best way to summarize text using GPT-5.5 prompts?▼

The best way to summarize text using GPT-5.5 prompts is to define the task clearly and apply model-specific overlays. This leverages GPT-5.5's official documentation guidelines to produce accurate, structured summaries.