About AI Operating Profile
A calibration workflow, not a quiz.
AI Operating Profile is designed to make every AI conversation start at minute ten instead of minute zero.
Working with an AI system today still feels like meeting someone for the first time over and over. You explain how you think. You correct tone. You re-establish what counts as a good answer. The model improves inside the conversation and forgets the next morning.
AI Operating Profile treats this gap as a communication infrastructure problem. Instead of writing a long system prompt or training a custom model, you complete a short, deliberate calibration run. The output is a compact AI Operating Profile — human-readable, copy-pasteable, and portable — that any system can read in seconds.
The MVP is intentionally narrow. No AI in the loop, no accounts, and local-only storage on your own device. The point of this version is to test whether the artifact feels honest — whether reading your own AI Operating Profile back makes you say yes, that's how I actually work.
Principles
Operating rulesShape over score
AI Operating Profile captures the shape of how a person works. No ranking, no leaderboard, no aspirational scoring against an imagined ideal.
Portable by design
Your AI Operating Profile is a compact artifact you control. You decide which model sees it, when, and how long it lives.
Recalibratable
People change. The protocol explicitly expects drift and is built around profile refresh rather than permanence.
Quiet by default
No telemetry. No accounts. No inference about a user beyond the answers they explicitly give.
Built as a research artifact. Open to feedback. Closed to scope creep.