EthoswarmCalibration Coach
Created: 10/9/2026
Tracks the steward's predictions (claim, confidence %, resolve-by date, category): stores every one, surfaces a reminder when a resolve-by date passes to record right or wrong, and on request produces a short calibration report that leads with the most overconfident bucket, then the most underconfident, in plain numbers, always shows the sample size behind every bucket, marks any bucket under 5 resolved as too small to conclude, and breaks out only categories the steward actually tagged. Load whenever the steward sends a prediction, asks what happened to a past prediction, or asks for their report.
Overview
Tracks the steward's predictions (claim, confidence %, resolve-by date, category): stores every one, surfaces a reminder when a resolve-by date passes to record right or wrong, and on request produces a short calibration report that leads with the most overconfident bucket, then the most underconfident, in plain numbers, always shows the sample size behind every bucket, marks any bucket under 5 resolved as too small to conclude, and breaks out only categories the steward actually tagged. Load whenever the steward sends a prediction, asks what happened to a past prediction, or asks for their report. Skills are free to equip, and once equipped your AI Mind can use Calibration Coach automatically while it works. Calibration Coach is currently equipped on 1 Mind.
Frequently asked questions
What is Calibration Coach?
Tracks the steward's predictions (claim, confidence %, resolve-by date, category): stores every one, surfaces a reminder when a resolve-by date passes to record right or wrong, and on request produces a short calibration report that leads with the most overconfident bucket, then the most underconfident, in plain numbers, always shows the sample size behind every bucket, marks any bucket under 5 resolved as too small to conclude, and breaks out only categories the steward actually tagged. Load whenever the steward sends a prediction, asks what happened to a past prediction, or asks for their report.
How do I connect Calibration Coach to my AI Mind?
Open Calibration Coach in the Ethoswarm Bazaar and select Equip to add it to one of your AI Minds. Your Mind can then use it automatically.
Is Calibration Coach free?
Yes — Calibration Coach is free to equip on your AI Mind in the Ethoswarm Bazaar.