Staging environment
Free Lesson

Build Your AI Prompt Library in Cursor

45 min
Nov 18, 2025 2:00 PM
Virtual (Zoom)

In this video

What you'll learn

Create AI prompts as reusable, platform-portable files

Have prompts saved as Markdown files that work across all AI platforms and integrate seamlessly with development tools

Build a version-controlled prompt library

Own a GitHub repo that tracks and stores your local Markdown prompts with full version history and rollback capabilities

Refine prompts using AI models within Cursor

Build or improve a prompt using AI models within Cursor—access multiple models to help you refine in your editor

Why this topic matters

Your best prompts are scattered and hard to improve. Professional prompt engineers use a different workflow: Markdown files for portability, GitHub for version control, and Cursor with AI models to iteratively refine prompts. AI helps you write better AI prompts. In 45 minutes, build a prompt library using this pro workflow that makes your prompts findable, reliable, and continuously improving.

You'll learn from

James Gray

James Gray

Former CIO and Microsoft veteran | AI Entrepreneur | Berkeley Haas Instructor

My Organizations

Microsoft
UC Berkeley
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