ConeheadAI · lessons
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4 of 163 leftover lessons · tag=loops. Start with the takeaway, then do the exercise. Tool-use focused — use AI you already have.
- SNK3-080generalReAct loops vs marketing 'loops'When someone says 'agent loops,' check whether they mean the plain ReAct cycle (act → observe → act) or a product buzzword.L2–L5 · Capable–Builder (bootstrap — system rebalances) · ~3m
- SNK3-075generalX snack: systems that re-prompt themselvesOne-shot prompts lose to tiny loops: Goal → Draft → Critique → Revise.L1–L3 · Hands On–Verifier (bootstrap — system rebalances) · ~3m
- SNK3-070harnessX-style: build a tiny self-prompt loop todayRun Goal → Draft → Critique → Revise once today. That is a baby system that prompts itself.L0–L2 · Curious–Capable (bootstrap — system rebalances) · ~3m
- SNK3-041harnessX snack: tool loops beat one-shot chat (Anthropic talk seed)Stop only one-shot prompting: a small tool loop (goal → draft → critique → re-run once) beats a single clever line — use it in chat tools you already have.L1–L3 · Hands On–Verifier (bootstrap — system rebalances) · ~4m