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DevonStee
DevonSteeCOMMUNITY
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AI Collaboration Workflow

Guide human-AI pair programming with the Golden Formula for clear requirements.

3|1|Updated Feb 14, 2026
Search Tags:#prompt engineering#communication#ai collaboration#ai assistant#pair programming#coding best practices
One-click install
npx skills add https://github.com/DevonStee/OpenFlip --skill ai-collaboration-workflow
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: AI Collaboration Workflow
Source: https://github.com/DevonStee/OpenFlip/tree/main/.agent/skills/user/ai-collab-workflow
Command: npx skills add https://github.com/DevonStee/OpenFlip --skill ai-collaboration-workflow

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill addresses common challenges in human-AI collaboration, ensuring clear communication, efficient workflows, and high-quality results in pair programming scenarios.

Core Features & Use Cases

  • Best Practices: Provides guidelines for effective communication and task definition with AI assistants.
  • Requirement Clarity: Offers a framework (Golden Formula) for precise requirement descriptions.
  • Contextualization: Emphasizes providing sufficient context rather than just commands.
  • Use Case: When starting a new feature with an AI coding partner, use this skill to ensure you both understand the requirements, constraints, and desired outcome from the outset, preventing misunderstandings and rework.

Quick Start

Follow the principles in this skill to clearly define the requirements for adding a new toggle to the settings screen.

Frequently Asked Questions about AI Collaboration Workflow

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

FAQPage Schema
What is the best way to write prompts for AI pair programming?▼

The best way to write prompts for AI pair programming is using the Golden Formula: clearly describe requirements, provide sufficient context, state constraints, and use sensory language to maximize productivity and minimize misunderstandings.

How do I communicate requirements to an AI coding assistant?▼

To communicate requirements to an AI coding assistant, define the desired outcome clearly using the Golden Formula, supply relevant contextual details instead of bare commands, and explicitly state technical constraints.

Why does my AI assistant produce incorrect code for new features?▼

Your AI assistant produces incorrect code due to insufficient requirement clarity and missing context. Applying structured communication frameworks ensures the AI understands constraints and expected outcomes from the outset, preventing rework.

Can I use this prompt engineering framework for any software development workflow?▼

Yes, you can use this prompt engineering framework for any software development workflow involving AI coding assistants. The communication guidelines apply broadly to defining tasks, setting constraints, and clarifying expected outcomes.

What is the Golden Formula for AI collaboration?▼

The Golden Formula for AI collaboration is a structured prompt engineering framework requiring clear requirement descriptions, sufficient context, explicit constraints, and sensory language to guide AI coding assistants effectively.

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