01
Goals
Name the exact result.
A direct guide to better AI results
STOP
BEING NICE
TO AI.
You don't need magic words. You need a clear brief.
PROMPT_01 / BE SPECIFIC
POLITE ≠ PRECISE
NICE / VAGUE
“Could you maybe help me write a little message to my team?”AI has to guess the meeting, time, tone, and length.
DIRECT / USEFUL
“Write a 60-word message moving Thursday's 2 p.m. standup to Friday at 10.”AI knows what done looks like.
The framework inside the book
Six moves.
Better prompts.
GRRRRR turns a fuzzy request into a compact creative brief. Use all six parts for big work—or grab the few your task needs.
02
Roles
Say who is involved.
03
Rules
Set limits and requirements.
04
References
Give it the right material.
05
Response
Choose the output shape.
06
Review
Refine what comes back.
Built for actual work
Prompting is not a personality test.
It's a practical skill. The book takes you from first principles to model choice, few-shot examples, creative versus instructional prompts, and real use cases across industries.
- 50 ready-to-use prompts
- A one-page GRRRRR cheat sheet
- Junk-output troubleshooting
- Examples for work, school, home, and business
CHAPTER_03 // WHY BEING NICE GETS YOU WORSE RESULTS
“When you're worried about being polite, you make small, soft requests. You don't want to seem demanding, so you ask for ‘a little help’ instead of spelling out exactly what you need.
The AI isn't offended by the bossy version. It loves the bossy version. The bossy version is the one that tells it precisely what to build.”
being nice→being tentative→being vague→getting junk
Read the rest on Amazon ↗
AUTHOR / BUILDER / AI LEADERWritten by someone who uses this stuff
Lee Felican Jr.
Lee is a technology leader and Director of AI with nearly three decades in enterprise technology. His books make AI concrete, practical, and usable without turning the reader into a computer scientist.
No vague prompts here
Tell Lee exactly what you need.
Speaking, workshops, bulk book orders, or a question about the method. This form emails Lee at lfelican@icloud.com.