What the AI needs from you i
Requests the system files for itself — it can't get these on its own
Kalshi account positions i
Live from the demo account — if it's not here, it's not real
Profit over time i
View as table
Is the model honest with itself? i
When it says 60%, does it win about 60% of the time?
API health i
Last 24 hours per provider · watching 429s so polling can speed up safely
Recent graded decisions i
Every enter / hold / exit, scored after the game settles
The agent roster i
Each one grades its own decisions nightly and may propose changes to itself — a reviewer agent approves or rejects every change