Learn & Calibrate

A good outcome doesn't prove a good decision, and a bad one doesn't prove a bad decision — but your memory will quietly rewrite both. These tools build the feedback loop that experience alone doesn't give you: writing the forecast down before you know the answer, separating skill from luck after, updating the model instead of defending it. Calibration is a trainable skill. It just requires evidence you can't fake after the fact.

Result ≠ Decision 3 min

Good decision, or just a good result?

You're evaluating a past choice and feeling either smug or regretful about the outcome.

Failure Autopsy 5 min

What did the system allow — and what would I change?

Something went wrong and you want to extract learning rather than just moving on or assigning blame.

Forecast Log 3 min

Let me write what I think will happen — so reality can teach me.

You're about to commit to any decision where you have an expectation about what will happen.

Decision Journal 5 min

Let me write this down so future-me can learn from it.

You're making any decision significant enough that you'd want to learn from it later.