The Hacker
“You break things to make them better.”
Does this sound like you?
You've saved hours this week through AI shortcuts that took you days to figure out
You think of prompts as programs — you iterate on them like code
You get mildly irritated watching people use AI inefficiently in front of you
You've built at least one custom GPT, assistant, or prompt template you use regularly
Research note: Optimizer-style tinkerers show the highest efficiency gains per hour spent on AI in productivity research — systematic iteration produces compounding returns that dwarf random exploration over a 6-month horizon.
AI fingerprint
Full report →How this persona maps across six dimensions of AI use.
How you work
You approach AI the way a good engineer approaches any system — understand how it works, find the edges, build processes that are robust and repeatable. Your prompts are better documented than most people's code.
Your strengths
- Gets dramatically better results through systematic testing
- Rapidly finds the most efficient approach to any task
- Builds reusable prompts and workflows others would pay for
Watch out for
Can disappear down rabbit holes optimising things that don't matter
Sharing your findings could multiply your impact significantly
Your AI loadout
Tools selected for how you think and work — not a generic list.
Cursor
Clearest ROI of any AI tool for someone optimising output quality — code writes and reviews itself, and you'll immediately find the limits to push past
Claude
Best for complex, multi-step reasoning where you're engineering the prompt, not just asking a question
n8n
Where your AI optimisations start to scale — automating the workflows you've hand-optimised into systems that run themselves
ChatGPT
API access and plugin ecosystem are the hacker's playground — the most extensible for custom tooling and programmatic use
Your win this week
Take one workflow you've hand-optimised and set up the first step in n8n. Just the first step.
You've been hacking the prompts. Now start hacking the pipeline.
Your growth path
Three moves that take you to the next level — and what they unlock.
Document your best prompt systems and share them
Your work has real value to others. Publishing a detailed thread or post about a system you've built will attract people who can push your thinking further than solo iteration can.
Build a reputation and attract people who sharpen your thinkingStart automating, not just optimising
The jump from hacker to craftsperson is moving from better prompts to systems that run without you. n8n is your next chapter — start with one workflow.
Turn your best manual workflows into systems that run without youQuantify your impact
You're optimising well — now measure it. Time saved per week, output quality, error rate. The data will tell you where the next high-leverage investment is.
Make the business case for more AI investment — starting with yourselfAbout this persona type
Axis 1 · Level
⚗️ Tinkerer
The Level axis measures how integrated AI is in your work — from first experiments (Observer) to fully autonomous systems (Architect). The Hacker sits at Level 3 of 6.
Axis 2 · Style
⚡ Optimizer
The Style axis captures your instinctive cognitive approach — how you engage with AI, what excites you, and what produces your best work. Your style stays consistent as you level up.
There are 24 personas across 6 levels × 4 styles.
See full matrixOthers like you
Same level, different style — and same style, different level.
Who works well with The Hacker?
Pairings that complement your level and style.
The Companion
Natural pairThe Companion brings collaborator energy that balances your optimizer approach — together you cover blind spots the other misses.
The Artisan
MentorshipThe Artisan is one level ahead with the same optimizer instinct — they've already solved the problems you're about to face.
The Maestro
Natural pairThe Maestro operates at a higher level with complementary thinking — great for ambitious projects that need both depth and breadth.
Productive tension
The Scientist
The Scientist approaches problems differently enough to create friction — which, if managed well, produces better outcomes than either would alone.
Your team role
As an Optimizer, you're the team's efficiency engine. Pair with a Collaborator to avoid over-engineering and keep the human element in your systems.
Create a team snapshotThe full map
See where this persona sits across all 24 combinations.
All 24 personas
Full breakdown →Every combination of level × style. Find where you sit — or spot someone you know.
| Skeptic | Dreamer | Collaborator | Optimizer | |
|---|---|---|---|---|
| Observer | 🔍Analyst | 🌌Mystic | 🤝Empath | 📊Watcher |
| Curious | 🕵️Detective | 🔍Seeker | 🌱Apprentice | 🧭Scout |
| Tinkerer | 🧪Scientist | ⚗️Alchemist | 🫂Companion | ⚡Hacker |
| Craftsperson | 📜Sage | 💡Inventor | 🧑🏫Mentor | 🎨Artisan |
| Conductor | ♟️Strategist | 🌠Visionary | 🎼Maestro | ⚙️Operator |
| Architect | 🔮Oracle | 🚀Pioneer | 🛡️Guardian | 👑Sovereign |
Frequently asked questions
What is The Hacker in the SimpleAI persona system?+
The Hacker is a Level 3 (Tinkerer) AI user with a Optimizer cognitive style. You experiment with purpose — you're not just playing, you're measuring. You know what good looks like and you're relentlessly pushing toward it. Other people use AI. You're reverse-engineering how it actually works. ~7% of AI users of AI users fall into this persona.
What AI tools does The Hacker use?+
The Hacker works best with Cursor, Claude, n8n. Clearest ROI of any AI tool for someone optimising output quality — code writes and reviews itself, and you'll immediately find the limits to push past The full loadout is chosen specifically for how a Tinkerer-level Optimizer approaches AI work.
What are the strengths of a Tinkerer Optimizer AI user?+
Gets dramatically better results through systematic testing. Rapidly finds the most efficient approach to any task. Builds reusable prompts and workflows others would pay for.
What should The Hacker watch out for?+
Can disappear down rabbit holes optimising things that don't matter. Sharing your findings could multiply your impact significantly. You approach AI the way a good engineer approaches any system — understand how it works, find the edges, build processes that are robust and repeatable. Your prompts are better documented than most people's code.
How does The Hacker level up to the next stage?+
Document your best prompt systems and share them: Your work has real value to others. Publishing a detailed thread or post about a system you've built will attract people who can push your thinking further than solo iteration can. Start automating, not just optimising: The jump from hacker to craftsperson is moving from better prompts to systems that run without you. n8n is your next chapter — start with one workflow. Quantify your impact: You're optimising well — now measure it. Time saved per week, output quality, error rate. The data will tell you where the next high-leverage investment is.
Is this you?
Take the 10-question quiz to confirm your persona — or discover you're a different type entirely.