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feat: add ai-code-mentor educational skill#315

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black940514 wants to merge 3 commits intoanthropics:mainfrom
black940514:feat/add-ai-code-mentor
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feat: add ai-code-mentor educational skill#315
black940514 wants to merge 3 commits intoanthropics:mainfrom
black940514:feat/add-ai-code-mentor

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Summary

Add AI Code Mentor - an educational skill that helps developers understand AI-generated code.

"AI가 짜준 코드, 진짜 이해하고 쓰고 있나요?"
("Do you really understand the code AI wrote for you?")

Features

Feature Command Description
🔍 line-by-line /ai-code-mentor line-by-line model.py Line-by-line explanation
🎯 deep /ai-code-mentor deep train.py:func Deep function/class analysis
📝 quiz /ai-code-mentor quiz model.py Understanding verification quiz
why /ai-code-mentor why model.py:42 Answers "why" for specific lines
🔥 break-it /ai-code-mentor break-it model.py:42 Shows what breaks when removed
📜 origins /ai-code-mentor origins model.py Traces patterns to papers/libraries

Unique Value

  1. "break-it" mode: Shows negative consequences of removing code - powerful learning method
  2. "origins" mode: Traces code patterns back to papers, library conventions, famous implementations

Files Added

  • skills/ai-code-mentor/SKILL.md - Main skill definition
  • skills/ai-code-mentor/references/ml-pipeline.md - ML pipeline concepts
  • skills/ai-code-mentor/references/cv-concepts.md - Computer vision concepts
  • skills/ai-code-mentor/references/timeseries-concepts.md - Time series concepts

Category

Added new education-skills plugin category in marketplace.json

Language

Korean (한국어) - designed for Korean-speaking developers

Related Repository

https://github.com/black940514/ai-code-mentor


🤖 Generated with Claude Code

black0514-bamboos and others added 3 commits January 31, 2026 21:06
AI Code Mentor - helps developers understand AI-generated code

Features:
- 🔍 line-by-line: Line-by-line code explanation
- 🎯 deep: Deep analysis of functions/classes
- 📝 quiz: Understanding verification quizzes
- ❓ why: Answers "why" questions for specific lines
- 🔥 break-it: Shows what breaks when code is removed
- 📜 origins: Traces code patterns to papers/libraries

Includes reference documents for:
- ML pipeline concepts
- Computer vision concepts
- Time series concepts

Language: Korean (한국어)
Category: Education

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
- ai-code-mentor → ml-code-mentor로 리네임
- 신규 Reference 파일 추가:
  - why-these-numbers.md (매직넘버 출처)
  - algorithm-internals.md (알고리즘 원리)
  - parameter-interactions.md (파라미터 관계)
- 대상 청중: ML 기초 지식이 있는 개발자
- 출력 규칙 추가: 모든 분석 결과 md 파일로 저장
- 심화 참조 섹션 추가 (origins/why/deep/break-it 모드별 연결)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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2 participants