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GitHub 仓库 · 发布者 Intelligent-Crew-576

我做了一个 claude code mod,使用 Haiku 5.5(或 Jev)为你的任务挑选最佳模型和 effort。(以及更多……)

一篇 Reddit 帖子,描述了一个 Claude Code mod,它使用运行时评判模型在 Haiku、Sonnet 和 Opus 之间自动选择,并为每个 prompt 估算推理 effort,还包括对冷 prompt 缓存和过载聊天的警告,以及智能交接功能。该 mod 声称在切换前会读取最近消息,以避免任务中途切换模型。它被描述为免费且开源(MIT),并有一个用于安装的网站,但未包含仓库链接或可验证的来源。

已翻译

关于这个 mod

该帖子概述了作者使用 Claude Code 本身构建的一个 Claude Code 修改。核心行为是自动模型和 effort 选择:一个评判器(Haiku 5.5,Jev 作为替代)读取最近的对话上下文,并为每个 prompt 选择 Haiku、Sonnet 或 Opus 以及估算的 effort 级别,倾向于保持当前模型,除非切换明显有益。附加功能包括当 prompt 缓存变冷时的警告、当聊天变得过载时的提醒,以及当任务变化时的智能交接建议,可选择使用当前 skill 作为交接模板。作者指出,effort 切换会在 Fable 上重建缓存,但在 Opus 或 Sonnet 上不会,因此在那里禁用了自动切换。安装被描述为通过项目网站的三个步骤,并且该项目声明为 MIT 许可,尽管未给出仓库链接。

安装

请先查看作者 README 确认 marketplace 和插件名称;命令可能随仓库结构改变。

claude plugin marketplace add HeyCubit/effortless
claude plugin install effortless@effortless
原文 / README

a mod for Claude Code that uses Haiku 5.5 or Jev to figure out the best model and effort for the task. (it is smart and uses earlier messages to assess if a switch is good or if it’s better to stay on the current one. what it does and how: picks Haiku, Sonnet or Opus and the effort for each prompt warns when the prompt cache goes cold warns when the chat gets swamped Effort is an estimate, but I’ve found it picking the effort I would’ve done almost every time why it works: it reads and understands your current work and task, so it doesn’t flip models mid-task Changing effort on Opus and Sonnet doesn’t rebuild the cache on Fable it does, so automatic switching is off there. Changing effort would cost more than it saves it also offers other features such as smart handoff (a recommendation if it notices a change in the task), this also lets you use your current skill as the hand off template if you have any. I built it with Claude Code. Claude wrote most of the code and I tested it, chose what it should do and fixed what felt wrong. Haiku 5.5 does the judging at runtime. It’s free and open source (MIT). Built a little website for it where you can install, setup is three steps: https://heycubit.github.io/effortless/ If anyone has any questions and concerns please let me know! I’m happy to talk about it :) I built it because I kept forgetting to switch models, so I ran everything on high setting. The “judge” is Haiku, with Jev as an option, and it reads your recent messages before it changes anything. submitted by /u/Intelligent-Crew-576 [link] [comments]

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