ConeheadAI · leftover lesson

SNK3-075 · Curriculum How-to

X snack: systems that re-prompt themselves

L1–L3 · Hands On–Verifier (bootstrap — system rebalances) · ~3m

generalagentsloopsAUT · J8 · S2C3.2

Look for this insight

One-shot prompts lose to tiny loops: Goal → Draft → Critique → Revise.

Lesson hook

One-shot prompts just can't compete with a tiny loop: Goal _ Draft _ Critique _ Revise. Authority is earned through checks, not through going viral.

Do this now

Open any AI chat tool and run a one-loop task: (1) goal in 8 words (2) draft 3 bullets (3) critique for fluff (4) revise. You're done with a final set of 3 bullets, fluff-free.

Completion check: loop_or_checklist

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