{"repo":"24kchengYe/human-skill-tree","free":true,"listed":false,"github":"https://github.com/24kchengYe/human-skill-tree","clone":"git clone https://github.com/24kchengYe/human-skill-tree.git","description":"🌳 AI-Powered Skill Tree for Lifelong Human Learning. 30+ skills from K-12 to career & social intelligence, built on cognitive science. | 人类养成记：AI 驱动的终身学习技能树","language":"TypeScript","stars":531,"topics":["agent-skills","ai-tutor","claude-code","claude-skills","cognitive-science","education","k12","learning-science","lifelong-learning","skill-tree"],"license":null,"category":"mcp-servers","readme_excerpt":"🌳 Human Skill Tree The Operating System for Human Learning in the Age of AI AI got superpowers through Skills and MCPs. What about humans? English · 中文 --- The Question In 2025, AI agents gained the ability to manipulate the real world — through Skills, MCP servers, and tool use. Claude can now run code, query databases, control browsers, and execute complex scientific workflows. ChatGPT can browse the web, write and run programs, analyze data. Gemini can see, hear, and interact with the physical world. AI got its skill tree. But what about humans? - A 35-year-old professional realizes their degree is becoming obsolete. How do they catch up? - A 10-year-old will graduate into a world where AI does most knowledge work. What should they learn? - A PhD student spends 5 years mastering a narrow field. Was that the right investment? - A first-generation college student has no mentors. Who teaches them the unwritten rules? These are not hypothetical questions. They are the questions of our time. The Insight Here's what we know from the latest research: AI tutoring dramatically improves learning, but only with pedagogical guardrails. A large-scale randomized controlled trial published in PNAS found that GPT-4-based tutoring improved high school math performance by 48–127%. Without structured pedagogical design, students became dependent on AI and showed reduced skill acquisition. Carefully designed guardrails (providing hints instead of answers) restored learning gains. — Bastani e","default_branch":null,"files":null,"tree":[],"storefront":"/r/24kchengYe","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/24kchengYe/human-skill-tree/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}