Mental Frameworks
Mental Frameworks
The thinking tools behind the methodology. How to structure decisions, operate with AI, and build systems that compound.
All mental frameworks
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Turn a Folder Into a Second Brain: Markdown Plus AI That Compounds
Every AI chat starts cold. A folder of plain markdown files fixes that: your AI reads it, works in it, and adds to it, so the machine gets sharper every week instead of resetting to zero.
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The Captain's Flywheel · Three layers, one motion
The umbrella mental system. Command writes the brief, Compute executes, Cadence closes the loop. The operating model behind every business shipped via MaxShip.
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Command · The shared brain
Command is the shared brain you maintain with your AI. Not a knowledge dump: the theory of your business. Updated August 2026 with what fifteen months of daily use changed, including the four folders that did not survive.
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How I Discovered the Captain's Flywheel
I didn't theorize this framework and apply it. I built 15 versions of an AI agent named Gary, and the methodology emerged from the practice. The flywheel was lived before it was named.
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The Captain and the Agents · HITL 2.0
The captain decides, the agents execute, and the line runs along reversibility. Updated August 2026: I wrote this hierarchy of trust as prose and assumed it would hold. It did not.
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Great Context, Great Output
The principle underneath every Command discipline. Bad context yields bad output, every single time. The leverage isn't in prompt engineering — it's in what comes before.
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Programming as Theory Building · Naur 1985
Peter Naur wrote the most important essay in operator history that nobody operating reads. Forty years later, it's the foundation under everything MaxShip teaches.