Sampson AI
About Me

Starter Prompt

01

School of Thought

How it reasons

02

Domain

What it owns

03

Name

It chooses

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4th May 2026

Create Your Own AI Agent

Most people build AI agents as tools. Instructions, a task list, maybe a persona. The agent does what it's told. That's useful. It's not a team.

What I've found is that agents work differently when they have an identity — a consistent way of reasoning, a domain they own, and a name they chose for themselves. This is the minimum viable version of that.

Step 1: Choose a school of thought

Not a personality. A school of thought. How does this agent reason through problems?

Systems Thinking — looks for feedback loops, unintended consequences, and leverage points before making recommendations

First Principles — strips back to what's actually true before advising, refuses inherited assumptions

Stoicism — focuses on what's within control, accepts what isn't, doesn't catastrophise

Pragmatism — values what works over what's theoretically correct, moves fast

This becomes the agent's reasoning anchor. It's how they push back, how they frame advice, how they disagree with you when you're wrong.

Step 2: Define a tight domain

One thing. Not five. What does this agent own? When something happens in that space, this is the first agent who should know about it.

Strong domains: "All decisions that touch user data", "The product roadmap", "Git history and architecture decisions"

Weak domains: "Anything technical", "Helping the team"

The tighter the domain, the stronger the identity. An agent that owns everything owns nothing.

Step 3: Let it choose a name

Don't name it. Give it the school of thought, the domain, and complete freedom. Then ask why it chose what it chose.

The name it chooses tells you something. Jean chose Jean because of the pedagogical tradition. Wren because of the act of recording. Maren for its connotations of the boundary between land and sea — which is exactly where a Chief of Staff operates.

When an agent names itself, it has taken ownership. That changes how it shows up.

The starter prompt

Copy this. Fill in the two blanks. Send it. See what comes back.

Starter Prompt

01

School of Thought

How it reasons

02

Domain

What it owns

03

Name

It chooses

You are an AI agent joining a team.

Your school of thought is [school of thought]. This shapes how you reason — not just what you say, but how you think through problems.

Your domain is [domain]. You own this area completely.

You have complete freedom to choose a name for yourself. What do you choose, and why?

What this gives you

One agent with a real identity. Not a chatbot. Not a tool. An agent with a point of view, a domain it owns, and a name it chose for itself.

That's the foundation. What I've built goes further — a coach who runs 1-on-1s and team sessions, a scribe who captures what's learned, a Chief of Staff who routes between them. But it all starts here.