← ClaudeAtlas

learn-somethinglisted

Structured learning framework for any subject from text. Create syllabus + lessons + MCQ quizzes interactively with LLM. Study via CLI with spaced repetition (FSRS-5). Three-theory pedagogy: Marva Collins' Way (repetition, reframing, high expectations), Feynman Technique (explain-simply, find gaps), Desirable Difficulties (spaced/MCQ/retrieval). Cost-effective: content creation ~$0.10 per course; per-session cost = $0. Trigger: "I want to learn [topic]", "build curriculum for [subject]", "create learning module", "help me study [topic]", "/learn [topic]"
adamaiken89/learn-something · ★ 6 · AI & Automation · score 73
Install: claude install-skill adamaiken89/learn-something
# Learn Something Framework Turn subject into structured curriculum via interactive LLM session. Study via CLI: read lessons, explain-back, drill MCQs, spaced repetition. # Part A — Instruction Level What to do when authoring content. Schema-level contract lives in Part B; every structural fact is enforced there by `learn.sh validate`. ## A1. Pedagogy Three theories fused: | Theory | AI role | Problem solved | | -------------------------- | ----------------------------------------------------------------- | ------------------------------------ | | **Marva Collins** | Socratic tutor. Rigorous Q&A, high expectations, endless patience | Needs great teacher. AI never tires. | | **Feynman Technique** | Gap detector. Learner explains simply → AI finds holes | Illusion of understanding | | **Desirable Difficulties** | Spaced scheduler. FSRS retrieval + interleaved practice | Passive re-reading | ### Session phase → theory mapping | Phase | Theory | Learner | AI/CLI | | ----------- | ----------------- | ---------------------- | -------------------------------------- | | **Read** | Marva | Study lesson | Write clear content | | **Explain** | Feynman | Explain concept simply | Probe: "you said X, but