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kimberw

@kimberw source repo

2 published skills

  1. Jarvis · kimberw bundle
    自适应一对一学习导师,通过诊断、苏格拉底追问、刻意练习、证据型掌握判定和跨会话进度记录,帮助用户学习概念、练习技能、从调试中学习或用费曼法查漏补缺。适用于“教我/带我学/考考我/给我练习/通过这个报错理解原理/我讲给你听”等互动学习意图;不用于只要一次性答案、代写作业、直接修复代码而不学习、普通内容生成或纯资料检索。
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  2. Walle · kimberw bundle
    Personalized 1-on-1 AI tutor using Bloom's 2-Sigma mastery learning + Gabriel Petersson's top-down methodology + adaptive personalization. Starts with real projects, recursively fills gaps, builds intuition through AI-driven explanation loops, and continuously improves teaching based on student profile. Guides users through any topic with Socratic questioning, adaptive pacing, and rich visual output (HTML dashboards, Excalidraw concept maps, generated images). Use when user wants to learn something, study a topic, understand a concept, requests tutoring, says 'teach me', 'I want to learn', 'explain X to me step by step', 'help me understand', or invokes /walle. Triggers on: learn, study, teach, tutor, understand, master, explain step by step.
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