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LiveUpdated 2026-10-30 21:12 UTC

让 AI 讲一个难懂的概念,它一口气输出上千字,看完觉得好像懂了,可关闭窗口自己推一遍,往往卡在第二步。

让 AI 讲一个难懂的概念,它一口气输出上千字,看完觉得好像懂了,可关闭窗口自己推一遍,往往卡在第二步。 LearnHarness 换了个教法,开讲前先出题摸底,看我们对这个知识点依赖的每一块理解到哪儿了,再从那里往目标排一条学习路线。…

This is a dev post classified by AGK Intelligence as AI dev tools (a tool drop), kept by the Dev Radar because it carries real work, not commentary.

让 AI 讲一个难懂的概念,它一口气输出上千字,看完觉得好像懂了,可关闭窗口自己推一遍,往往卡在第二步。 LearnHarness 换了个教法,开讲前先出题摸底,看我们对这个知识点依赖的每一块理解到哪儿了,再从那里往目标排一条学习路线。 讲的时候一步只往前推一点,先让我们猜,再讲解,再检查。哪里理解歪了先纠正,不在错的地方接着往上盖。 GitHub:http://github.com/amosblomqvist/learnharness 答题时可以把思路、拿不准的地方随手写下来,它会根据这些判断下一步讲什么。学过的内容会存成一张知识图谱,下次接着用。 macOS、Windows、Linux 都有安装包,填自己的模型 API Key 就能用,支持 30 多家模型服务。没有订阅费,界面上实时显示花了多少钱。 想啃一门硬课,又不想只看 AI 写的长篇解释,这种先摸底再讲的方式我觉得更靠谱。

Posted by GitHubDaily (90.6k followers) 1 days ago · 34 likes · 4.4k views · view the original post on X. Kept by the Dev Radar as AI dev tools. Tools mentioned: learnharness.

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Every post is read and classified by AGK Intelligence: what it is, which market it belongs to, and whether the link is a real tool. 31.2k posts from 5k X accounts over the last 21 days, 8.8k tools, 12 markets. New posts are collected several times an hour and the full ranking is recomputed every hour — last update 2026-10-30 21:12 UTC. Full method.