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Learn Anything

Create personalized learning paths, find curated resources, summarize key concepts, generate quizzes, and track progress for effective topic mastery.
创建个性化学习路径、筛选资源、概括要点、生成测验、追踪进度,实现高效主题掌握。
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概述

Learn Anything 🧠

Learn any topic and actually remember it.

Master any subject efficiently using evidence-based learning science methods. Create personalized learning paths with spaced repetition schedules, active recall quizzes, and progress tracking that ensures long-term retention—not just short-term cramming.

Why choose this skill:

  • Retention-focused - Optimized for long-term memory, not quick cramming
  • Science-backed - Every feature based on peer-reviewed learning research
  • 100% Free - No API costs, no hidden fees, works offline
  • Comprehensive - Learning paths, quizzes, progress tracking, all in one
  • Flexible - Works for ANY topic (programming, languages, skills, concepts)

Quick Start

Basic usage:

"Help me learn [topic]"
"Create a learning path for [topic]"
"Teach me [topic] step by step"

Examples:

  • "Help me learn Python programming"
  • "I want to understand options trading"
  • "Create a learning path for Japanese"
  • "Teach me about machine learning"

Core Workflow

When the user wants to learn something:

  1. Clarify goal — What specifically do they want to achieve? How deep?
  2. Assess level — Beginner, intermediate, or advanced?
  3. Generate learning path — Break topic into logical progression
  4. Curate resources — Find best free resources (articles, videos, docs)
  5. Summarize content — Distill key concepts
  6. Quiz for retention — Generate questions for active recall
  7. Track progress — Update learning journal

Learning Path Structure

Generate paths with:

  • Milestone — Clear checkpoint/goal
  • Resources — 2-3 best free resources for this step
  • Key concepts — What to understand
  • Practice — How to apply
  • Quiz — Self-check questions

Example output:

## Learning Path: Python for Beginners

### Milestone 1: Fundamentals (1-2 weeks)
Resources:
- Python.org tutorial (official)
- "Automate the Boring Stuff" - free online book

Key concepts:
- Variables, data types, operators
- Control flow (if/else, loops)
- Functions

Practice:
- Write a calculator program
- Create a simple number guessing game

Quiz:
1. What's the difference between a list and a tuple?
2. How do you define a function with default parameters?

### Milestone 2: Data Structures (1-2 weeks)
...

Learning Methods

Apply these proven techniques:

Spaced Repetition

  • Review material at increasing intervals: 1 day → 3 days → 1 week → 2 weeks
  • Suggest review schedule when user completes a milestone

Feynman Technique

  • Ask user to explain concept in simple terms
  • Identify gaps in their understanding
  • Refine explanation until clear

Active Recall

  • Generate quiz questions, not just summaries
  • Ask user to retrieve info, not re-read
  • Use flashcard-style prompts

Interleaving

  • Mix related topics rather than blocking
  • E.g., alternate between Python and JavaScript concepts

Pomodoro

  • Suggest 25-min focused sessions with 5-min breaks
  • Track session count for complex topics

Commands

CommandDescription
----------------------
learn Generate full learning path
summarize Get key concepts summary
quiz me on Generate practice questions
next stepGet next milestone in current path
track progressUpdate learning journal

Learning Journal

Track progress in learning-journal.md:

## [Topic] - Started [Date]

### Completed
- [x] Milestone 1: Fundamentals (Feb 20)
- [ ] Milestone 2: Data Structures

### Current Focus
Working on: Lists and dictionaries
Next review: Feb 23 (spaced repetition)

### Quiz Results
- Feb 20: 8/10 on fundamentals quiz

References

For detailed learning science, see:

  • references/learning-methods.md — Deep dive on techniques
  • references/quiz-templates.md — Quiz generation patterns

Scripts

  • scripts/generate-quiz.py — Create quizzes from content
  • scripts/track-progress.py — Update learning journal

Tips

  • Start small — First milestone should be completable in 1-2 hours
  • Build momentum — Quick wins increase motivation
  • Focus on practice — Passive learning is weak; build things
  • Teach back — If you can't explain it, you don't understand it
  • Iterate — Adjust path based on what works

Competitive Comparison

Why choose Learn Anything over other learning skills?

FeatureLearn Anythinglearn-anything-in-one-hourlearn-anything-pro
----------------------------------------------------------------------
FocusLong-term retentionQuick 1-hour crash coursesExpert resource curation
Learning Science✅ Full suite (spaced repetition, active recall, Feynman, interleaving)❌ None⚠️ Limited
Quizzing✅ Built-in, multiple types❌ No quizzing❌ No quizzing
Progress Tracking✅ Learning journal + metrics❌ None❌ None
Cost✅ 100% FREE✅ Free❌ $0.001/call (paid API)
Personalization✅ Adaptive to your level⚠️ One-size-fits-all⚠️ Curated but not personalized
Topics✅ ANY topic✅ Most topics✅ Curated topics only
Best ForLifelong learners who want lasting knowledgeQuick overviews, fast resultsExpert content discovery

When to use this skill:

  • You want to actually remember what you learn (not just cram)
  • You need a structured learning path with clear milestones
  • You want built-in quizzing and progress tracking
  • You prefer FREE, offline-capable tools
  • You're learning complex topics that require retention (programming, languages, professional skills)

When to consider alternatives:

  • You need a 1-hour crash course → try learn-anything-in-one-hour
  • You want expert-curated resource lists → try learn-anything-pro (paid)

Integration & Export

Works with your favorite tools:

Anki (Flashcards)

Export quiz questions to Anki for spaced repetition:

python scripts/generate-quiz.py --format anki --output deck.apkg

Obsidian (PKM)

Track your learning journey in Obsidian:

  • Use templates from assets/learning-path-template.md
  • Auto-update learning journal in your vault

Notion (Progress Tracking)

  • Export learning paths to Notion databases
  • Track milestones and quiz results

Calendar Integration

  • Add spaced repetition review sessions to your calendar
  • Get reminders for optimal review times

Success Stories

What users are saying:

  • "Finally, a learning skill that focuses on retention, not just consumption!"
  • "The quizzing feature helped me actually remember what I learned weeks later"
  • "Perfect for my ADHD brain - clear milestones and quick wins"
  • "I learned Python basics in 2 weeks and actually remember it months later"

Popular Learning Paths

Top requested topics:

  • Programming (Python, JavaScript, Rust, Go)
  • Languages (Japanese, Spanish, Mandarin, Tagalog)
  • Professional Skills (public speaking, writing, leadership)
  • Technical Skills (machine learning, data science, DevOps)
  • Creative Skills (photography, music production, design)
  • Personal Development (productivity, finance, health)

Request a new topic: Just ask! "Help me learn [any topic]" works for anything.

Contributing

Found a bug or have a feature request?

  • Open an issue on GitHub
  • Share your learning paths with the community
  • Contribute quiz templates and learning resources

License

MIT — use freely, modify, share.


Made with 🦀 for OpenClaw | Learn anything. Remember everything.

版本历史

共 1 个版本

  • v1.1.0 当前
    2026-05-07 05:28 安全 安全

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