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Ayi AI NotesUpdated Oct 25 18:23

One Prompt Lets Claude Write Complex Code Flawlessly

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 · AI translation

I highly recommend that all of you who use AI agents like Claude, Cursor, and Codex to write code every day print out this line of prompt and stick it in front of your screen.

Ordinary people are still using plain language to manually guide each step, while top hackers lock down the boundaries with a single chain.

The biggest mistake most people make when writing prompts

is either writing hundreds of words to teach the model step by step how to change the code like a nanny, so the context ends up full of noise,

or failing to explain things clearly in one sentence, letting the agent make changes all over the place.

The prompt that truly gets Claude to deliver complex code with zero errors has an extremely clear chain from start to finish: geometric constraint (four-way rotational symmetry) → player cap (4 players) → tech stack reuse (based on the existing WebSocket non-audio module) → fallback tolerance (empty human slots filled by AI)

The original text is just one sentence: 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)

No need to teach it the steps; weld the guardrails shut and leave all the rest to the model's own reasoning. https://t.co/dH7YshGg0d

Source

Ayi AI Notes