Tool Gate · How it works

How the Teach-It-Back AI Champion Kit gate works

How the Teach-It-Back AI Champion Kit rolls up 5 teach-back sessions, each capped by its weakest dimension: a keystone gate forces DORMANT when the last two sessions run hollow — which is how a program at 60% solid density, normally SELF-SUSTAINING, reads DORMANT.

How the gate works

This tool grades each AI teach-back session on accuracy, transfer, and participation, then rolls sessions up into a program habit read. It reads 5 sessions and rolls them into one verdict — the worst, never the average — and then a gate that can only make it worse.

The 5 sessions

Session	Verdict
Wk4 Data analysisfix first	HOLLOWmin(2,3,1)/5 = 20 - weakest dimension Participation at 1/5
Wk5 SOP writing	HOLLOWmin(1,2,2)/5 = 20 - weakest dimension Accuracy at 1/5
Wk1 Prompt basics	SOLIDmin(5,4,4)/5 = 80 - taught by Dana
Wk2 Verifying output	SOLIDmin(4,4,5)/5 = 80 - taught by Marcus
Wk3 Building a Project	SOLIDmin(5,5,4)/5 = 80 - taught by Priya

The verdict bands

SELF-SUSTAINING

60%+ of sessions (of 3 or more) are SOLID, taught by more than one person, with no recent HOLLOW streak

PROPPED-UP

some SOLID sessions exist but density is under 60% - or every SOLID session was taught by one person

DORMANT

zero SOLID sessions, fewer than 3 sessions logged, or the last two sessions both scored HOLLOW

Keystone gate · worsen-only

Two HOLLOW sessions in a row forces DORMANT regardless of solid-session density - a habit that just broke isn't self-sustaining because it used to be.

In the worked sample it reads DORMANT — 3 of 5 sessions are SOLID - a 60% density that would normally clear SELF-SUSTAINING. But the two most recent sessions, Wk4 and Wk5, both scored HOLLOW (20/100, capped by their weakest dimension), and the keystone gate forces DORMANT the moment the most recent habit breaks - past density doesn't cover for a program that just stopped working. The one thing to fix first: Wk4 Data analysis - Participation scored 1/5, the weakest dimension dragging the session to HOLLOW.

Common questions

Can every session look survivable on the How the Teach-It-Back AI Champion gate works and the company still read DORMANT?

Yes. The roll-up takes the worst of 5 sessions — never the average — then a worsen-only gate, the Keystone gate gate, escalates when trouble clusters. In the worked sample it reads DORMANT because 3 of 5 sessions are SOLID - a 60% density that would normally clear SELF-SUSTAINING. But the two most recent sessions, Wk4 and Wk5, both scored HOLLOW (20/100, capped by their weakest dimension), and the keystone gate forces DORMANT the moment the most recent habit breaks - past density doesn't cover for a program that just stopped working.

What is a worsen-only gate?

A dispositive rule that can only lower a verdict, never raise it. One fatal flaw overrides an otherwise-set of survivable lines, because a single disqualifying gap shouldn't hide behind an average of the healthy ones. The tool also names the one thing to fix first — here, "Wk4 Data analysis - Participation scored 1/5, the weakest dimension dragging the session to HOLLOW".

Grades a session's quality and a program's habit, not any individual teacher or learner - not for any employment or performance decision.

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<iframe src="https://redhub.ai/visuals/tool/teach-it-back-ai-champion-kit.html" title="How the Teach-It-Back AI Champion Kit gate works — RedHub AI" width="760" height="1741" loading="lazy" style="border:0;width:100%;max-width:760px"></iframe>
<p style="font:14px/1.5 system-ui,sans-serif"><a href="https://redhub.ai/visuals/tool/teach-it-back-ai-champion-kit">How the Teach-It-Back AI Champion Kit gate works</a> — by <a href="https://redhub.ai">RedHub AI</a>, the AI that tells you when to doubt it.</p>

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<a href="https://redhub.ai/visuals/tool/teach-it-back-ai-champion-kit"><img src="https://redhub.ai/visuals/tool/teach-it-back-ai-champion-kit-share.png" alt="Diagram of the Teach-It-Back AI Champion Kit: five sessions rolled up to the worst, a keystone gate, and the program reading DORMANT." width="760" loading="lazy" style="max-width:100%;height:auto;border-radius:16px"></a>
<p style="font:14px/1.5 system-ui,sans-serif"><a href="https://redhub.ai">RedHub AI</a> — the AI that tells you when to doubt it.</p>

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This is how Teach-It-Back AI Champion Kit works. More diagrams in the Visual Field Guide.