Cross-AI Workflowsadvanced · ~165 min

The Wall You Hit At 4:40 On A Friday — Forecast Every AI Subscription's Quota Before It Stops You

If you pay for two or more AI subscriptions, which one runs out first — and how many hours of warning would you actually get?

Most people find out the way you find out a car has no fuel: the thing simply stops, usually in the middle of the one job that had a deadline. This project builds the warning you have never had. It is deliberately not two projects that already exist in this library. It is not uc147's cloud-bill anomaly sentinel, which watches your infrastructure invoice for unexpected dollars — a flat-rate AI subscription can run you into a hard block without your bill moving by a cent, so a dollar-anomaly detector is structurally blind to it, and the question here is plan-limit-and-reset-window, not spend. And it is not uc235's cost-tiered routing, which decides which model answers a task — this system routes nothing, moves nothing, and changes no decision you make about which AI to use. It only measures, projects forward inside each account's own reset window, and rings a bell early enough that the choice of what to do about it is still yours.

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What you'll do

A scheduled forecaster you own that keeps an append-only usage ledger for every AI subscription you pay for, converts your own locally measured activity into each account's quota units using calibration anchors you record by hand, projects a three-point exhaustion band forward through the correct window model for that account — fixed-reset and rolling-window quotas need genuinely different arithmetic — pushes a lock-screen-safe alert to your phone when the pessimistic edge of that band would cross a hard block before the window resets, optionally raises an advisory pause flag that your own unattended jobs check before they start, and alarms loudly instead of reassuring you when a collector goes blind.