Prompt 2 - Few-shot Architecture
Prompt 4 - Practice Decision Making
You've mastered thinking frameworks, context architecture, and instruction clarity.
But here's where most people hit another wall: they think adding examples automatically improves their prompts.
Wrong.
Bad examples are actually worse than no examples because they teach the AI the wrong patterns. And most people have no idea their examples are sabotaging their results.
Here's what typically happens:
Someone writes a prompt for email subject lines. They think "I should add examples to show what I want." So they grab a few subject lines they remember liking and throw them in.
"Write email subject lines like these examples: 'Don't Miss Out!', 'Special Offer Inside', 'Your Account Update'"
Then they wonder why the AI produces generic, promotional-sounding subject lines that don't match their actual business context.
The problem? Those examples taught the AI that good subject lines use urgency tactics, promotional language, and vague benefits. If that's not what you actually want, you've just trained the AI to give you the wrong thing.
Examples don't just show format - they teach patterns. Every example you include communicates: