RedHub AI
How the roll-up gate works
How the Spaced-Repetition Skills Tracker works
This tool grades your AI skills against a spaced-repetition schedule — each one fresh, fading, or gone cold. It reads 6 skills and rolls them into one verdict — the worst, never the average — then a gate that can only make it worse.
The 6 skills
A business-critical skill that has gone COLD is the top-priority fix and locks the week to ESCALATE. One critical skill past 2× its review interval overrides how fresh everything else is — the skill you can least afford to lose is the one that decayed, and the gate can only make the verdict worse.
Why: Three of six skills are FRESH and one is only FADING — on the average this looks like a light review week. But two skills have gone COLD (2× past their interval), and one of them, verifying AI output for errors, is flagged business-critical. The roll-up takes the worst, and the critical-cold skill locks the verdict to ESCALATE.
No single skill is the crisis — the clustering is. The roll-up takes the worst, the gate escalates when trouble compounds, and it names the one thing to fix first. Runs on your own review dates and box numbers — no AI, no hidden curve. A skill-upkeep aid, not legal, financial, or HR advice.