ralph-wiggum

SKILL.md

Ralph is a technique for autonomous AI development. In its purest form, Ralph is a loop that repeatedly feeds the same prompt to an AI agent, letting it iterate on a task until completion. The key insight is that context is like memory - when you malloc() data into the context window, it cannot be free()'d except by starting fresh.

"That's the beauty of Ralph - the technique is deterministically bad in an undeterministic world."

Ralph will make mistakes. That's expected. Each mistake is an opportunity to add a "sign" (guardrail) that prevents that mistake in the future. Like tuning a guitar, you adjust Ralph until it plays the right notes.

通過深思熟慮的上下文管理實現 Ralph Wiggum 自主迭代技術。在構建新建項目、迭代明確定義的任務或需要持續自主開發時使用。管理內存等上下文 - 跟踪分配，防止紅線，並知道何時重新開始。 來源：agrimsingh/ralph-wiggum-cursor。

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