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.

通过深思熟虑的上下文管理实现 Ralph Wiggum 自主迭代技术。在构建新建项目、迭代明确定义的任务或需要持续自主开发时使用。管理内存等上下文 - 跟踪分配，防止红线，并知道何时重新开始。 来源：agrimsingh/ralph-wiggum-cursor。

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