RedHub AI
How the gate works
How the AI Fluency Diagnostic gate works
This tool grades your working AI fluency across six skills, from your own marks. Each signal is scored 0–5; the verdict is the weakest one — then a gate that can only make it worse.
The 6 signals
Verification or Safety scored under 3 of 5 forces the tier to AWARE regardless of how strong every other skill is — an operator who does not verify what the tool says, or who mishandles data, is not yet fluent however good the prompting.
Why: Five of six skills are strong — foundational, workflow and safety are maxed, verification and role-specific sit at 4 of 5. But fluency is the weakest skill, not the average: Prompting & Iteration scores just 2 of 5, so the tier is CAPABLE. The mean of 83 reads fluent; the floor is what you actually operate at. Both essential skills clear the gate, so nothing is forced lower.
A clean sheet didn’t save it. The verdict is the weakest signal — and a top trigger is dispositive on its own — so it names the one thing to fix first. For development, not employment decisions. This kit is for individual development and training planning — it measures and places, it does not certify, rank people against each other, or make employment decisions, and it is not a hiring, promotion, performance-review, or discipline tool. Not legal advice.