Learn Anything — AI skill for Claude Code

Learn-Anything

**[English](#learn-anything-1) · [中文](#learn-anything中文)**

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**A universal AI skill that transforms any content into a complete, adaptive learning system.**

Works with any AI agent: Claude Code, Codex, Gemini, OpenClaw, or any LLM that accepts system prompts.

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What It Does

Give it a topic, URL, PDF, or pasted text. It will:

1. Build a knowledge base — actively collects multiple high-quality sources, filters by authority/recency/originality, and optionally uploads to NotebookLM to minimize hallucination
2. Map the intellectual landscape — queries expert mental models, field-level debates, and generates diagnostic questions before teaching begins
3. Generate a learning map — modules with weight, difficulty, dependencies, and consensus/debate annotations
4. Teach each module using a proven triple structure:
   • Concept — what it is, why it matters, real-world scenario anchor
   • Anti-pattern — common mistake, why it's tempting, correct approach
   • Practice scenario — realistic situation requiring judgment
5. Calibrate your level — self-assessment + optional 3-minute quiz to verify actual depth
6. Make It Easier on demand — analogies, historical context, simplified versions, prerequisite mini-lessons, first-person intuition, and formal boundaries
7. Dissect concepts on demand — definition anchoring, common misconceptions, eight exploration dimensions, and compressed concept cards
8. Diagnose errors — 3-step diagnosis on every wrong answer: what assumption was wrong, what key premise was missing, which type of misconception
9. Track progress — persistent progress files across sessions, resume from any breakpoint
10. Run spaced repetition — Ebbinghaus-curve review schedule (R1/R2/R3/R4) per module
11. Award achievements — milestone celebrations after each module, randomized badge on knowledge base completion

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Why It Works

| Pattern | Wha