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Ayi AI NotesUpdated Oct 25 18:23

One Prompt Lets Claude Write Complex Code Flawlessly

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AI summary

The author recommends replacing hand-holding, step-by-step guidance with a single English prompt, enabling Claude and other AI agents to deliver code flawlessly. The prompt uses one sentence to lock down constraints such as four-way rotational symmetry, a maximum of 4 AI players, reusing the existing WebSocket non-audio multiplayer mode, and filling empty human slots with AI—it doesn't teach steps, it just welds the guardrails in place.

Body

强烈推荐所有天天用 Claude 和 Cursor Codex等AI Agent写代码的铁汁,把这行提示词打印出来贴在屏幕前。

普通人还在用大白话人肉指导步骤,顶级黑客只用一条链条就把边界锁死。

大多数人写 Prompt 的误区,

是要么写几百字像保姆一样教模型一步步改代码,结果上下文全是噪声,

要么一句话说不清楚,让 Agent 到处乱改。

真正让 Claude 零失误交付复杂代码的提示词,整条链路其实极其清晰: 几何约束(四向旋转对称)→ 人数上限(4人)→ 技术栈复用(基于现有的 WebSocket 非音频模块)→ 容错兜底(真人空位由 AI 补齐)

原文就一句话: Add a new map for a four player battle - four way rotational symmetry, up to four AI players, works with the WebSocket non-audio based multiplayer mode so up to four human players can join (any spare slots use AI)

不用教它步骤,把护栏焊死,剩下的全交给模型自己推理。 https://t.co/dH7YshGg0d

Source

Ayi AI Notes