Learn Anything

Other

Create personalized learning paths, find curated resources, summarize key concepts, generate quizzes, and track progress for effective topic mastery.

Install

openclaw skills install learn-anything

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 <topic>Generate full learning path
summarize <topic>Get key concepts summary
quiz me on <topic>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.