How to build effective AI prompts and workflows fast

Executive overview

Weak prompts produce weak outputs. Every prompt needs four components: role, context, command, and format. Once you find a perfect output, save the instructions as a reusable system prompt — that becomes your intellectual property.

Build a master prompt (your digital ID) so every AI interaction is personalised to you. The three things AI can never replace are taste, vision, and care.

Your biggest competitive advantage is being human — use AI as the doer, and direct it.

The four-part prompt formula

• Role: tell AI who to think like
• Context: give it the details of your situation
• Command: be crystal clear on what you want
• Format: describe exactly how you want the output to look

Saving and reusing great outputs

• When you get a perfect output, ask AI to write a system prompt from it
• That system prompt lets you recreate the same result repeatedly
• Reusable system prompts are the IP of the future

Building your master prompt

• Create a document with your roles, preferences, situation, and context
• Ask AI to interview you — have it generate all the questions it needs
• Answer those questions, save as a PDF, upload before every session
• Makes all responses specific to you

The three things AI will never replace

1. Taste — the ability to identify quality versus poor output
2. Vision — seeing a future that doesn't exist yet but should
3. Care — genuine investment in the outcome

How to get better at AI fast

• Be the director; let AI be the doer
• Editing AI's work is far faster than creating from scratch
• Ask AI to teach you how to use AI better
• Stack AI practice onto habits you already have