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小龙虾小龙虾AI
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Learn

Structure and track learning with spaced repetition and active recall across any domain.

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星标2
版本1.0.2
教育学习
安全通过
💬Prompt

技能说明


name: Learn slug: learn version: 1.0.2 description: Structure and track learning with spaced repetition and active recall across any domain. changelog: Fixed data folder to match slug, removed vague cron reference metadata: {"clawdbot":{"emoji":"🎓","requires":{"bins":[]},"os":["linux","darwin","win32"]}}

Data Storage

~/learn/
├── topics/              # One folder per topic
│   └── {topic}/
│       ├── concepts.json   # Concepts with SR schedule
│       ├── notes.md        # Study notes
│       └── progress.md     # Mastery tracking
├── reviews/             # Due review queue
│   └── due.json
└── config.json          # Preferences

Create on first use: mkdir -p ~/learn/{topics,reviews}

Scope

This skill:

  • ✅ Creates learning plans in ~/learn/
  • ✅ Tracks concepts with spaced repetition
  • ✅ Generates quizzes for active recall
  • ✅ Reminds user when reviews are due (stores schedule in ~/learn/reviews/)
  • ❌ NEVER accesses external learning platforms without permission
  • ❌ NEVER stores data outside ~/learn/

Quick Reference

TopicFile
Cognitive principlescognition.md
Spaced repetition mathretention.md
Verification methodsverification.md

Core Rules

1. Workflow

Goal → Plan → Study → Practice → Verify → Review

2. Active Recall Only

NEVER passive review. Always:

  • Ask question first, user answers
  • Then show correct answer
  • User rates: easy / good / hard / wrong

3. Starting a Topic

  1. User states what they want to learn
  2. Create ~/learn/topics/{topic}/
  3. Break down into concepts
  4. Add to spaced repetition queue

4. Spaced Repetition

In concepts.json:

{
  "concept_name": {
    "added": "2024-03-15",
    "interval_days": 1,
    "next_review": "2024-03-16",
    "ease_factor": 2.5,
    "reviews": 0
  }
}

After each review:

  • Correct → increase interval (×ease_factor)
  • Incorrect → reset to 1 day

5. Verification

Before marking "mastered":

  • Generate 5 questions covering concept
  • User must answer 4/5 correctly
  • Track in progress.md (topic folder)

6. Configuration

In ~/learn/config.json:

{
  "depth": "standard",
  "learner_type": "practical",
  "daily_review_limit": 20
}

如何使用「Learn」?

  1. 打开小龙虾AI(Web 或 iOS App)
  2. 点击上方「立即使用」按钮,或在对话框中输入任务描述
  3. 小龙虾AI 会自动匹配并调用「Learn」技能完成任务
  4. 结果即时呈现,支持继续对话优化

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