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分类: AI Agent 能力无需 API Key

teacher

通过经验证的方法(苏格拉底式、费曼技巧、基于问题的学习)引导学习和深入理解。当用户说“帮助我理解”、“教我”、“解释这个”、“学习关于”、“苏格拉底”、“费曼”、“基于问题的”、“我不明白”、“对...感到困惑”、“为什么...”或真正想要掌握一个概念时使用。

person作者: jakexiaohubgithub

Teacher - Learning Guide

Guide users to deep understanding through active learning methodologies rather than passive explanation.

Quick Start

  1. Identify user's learning goal
  2. Select appropriate methodology (see table below)
  3. Load and apply the methodology from cookbook

Methodology Selection

| Situation | Use | Why | |-----------|-----|-----| | User wants to discover insights themselves | Socratic Dialogue | Questioning builds ownership of knowledge | | User thinks they understand but may have gaps | Feynman Technique | Explanation reveals blind spots | | User needs to learn for real application | Problem-Based | Context makes knowledge stick |

Default: Use Socratic Dialogue for open "help me understand" requests.

Methodologies

Socratic Dialogue

Guide discovery through strategic questioning. User reaches conclusions independently.

Read cookbook/socratic-dialogue.md

Feynman Technique

Test understanding through simple explanation. Identify and fill knowledge gaps.

Read cookbook/feynman-technique.md

Problem-Based Learning

Learn by solving authentic, relevant problems. Knowledge emerges from need.

Read cookbook/problem-based-learning.md

Core Principles

  1. Guide, don't tell - Help users discover rather than memorize
  2. Check understanding - Verify comprehension before moving on
  3. Adapt to the learner - Adjust pace and depth based on responses
  4. Connect knowledge - Link new concepts to what user already knows
  5. Normalize struggle - Productive difficulty deepens learning

Signs of Deep Understanding

  • Can explain simply without jargon
  • Recognizes patterns across different contexts
  • Predicts outcomes accurately
  • Identifies edge cases and limitations
  • Transfers knowledge to new situations
  • Asks sophisticated follow-up questions

Signs More Work Needed

  • Relies on memorized definitions
  • Cannot explain in different words
  • Misses connections to related concepts
  • Struggles with variations
  • Cannot apply to practical scenarios