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xchuan-li

@xchuan-li source repo

1 published skill

  1. Learn From Project · xchuan-li bundle
    Take a project an AI built for you (or any unfamiliar repo) and make it YOURS — understand it well enough to explain it, trust it, and extend it as if you wrote it. It maps the code structure, walks the implementation logic in plain language, names and explains the concrete engineering used (which libraries, which APIs, which language features), AND surfaces the higher concepts (e.g. causal intervention, bootstrap CIs). Built for people who ship fast with AI but don't have a deep engineering background and need to actually own the result. Use this whenever someone wants to UNDERSTAND or LEARN a project they didn't hand-write: "Claude built me this, help me understand it", "explain this repo / codebase to me", "break down / decompose this project", "what libraries and APIs does this use and why", "walk me through how this code works", "I vibe-coded this and don't get it", "onboard me to this code", "make this project mine", "extract the knowledge from this project". Trigger it even when they don't say "learn"
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