voidful/hung-yi-lee-skill

• highreadme#1

  Reposition the README's introductory statement to clarify its unique role

  Why:

  CURRENT

  **蒸餾李宏毅老師。不是語錄合集，是老師的知識與思維框架。**

  COPY-PASTE FIX

  Copy

  **李宏毅.skill** 是一個專為 AI 學習者打造的知識型 AI 助教，以李宏毅老師的教學風格，提供機器學習與生成式 AI 相關問題的深度解答。它蒸餾了老師的知識與思維框架，而非通用聊天機器人。

  OpenDoneDismiss
• hightopics#2

  Add relevant topics to improve categorization

  Why:

  COPY-PASTE FIX

  Copy

  ai-tutor, machine-learning, generative-ai, llm, knowledge-base, education, hung-yi-lee, deep-learning

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• highlicense#3

  Add a LICENSE file to the repository

  Why:

  COPY-PASTE FIX

  Copy

  Create a `LICENSE` file in the repository root with a standard open-source license (e.g., MIT, Apache-2.0, GPL-3.0). For example, for MIT:
  ```
  MIT License
  
  Copyright (c) [YEAR] [COPYRIGHT HOLDER]
  
  Permission is hereby granted, free of charge, to any person obtaining a copy
  of this software and associated documentation files (the "Software"), to deal
  in the Software without restriction, including without limitation the rights
  to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
  copies of the Software, and to permit persons to whom the Software is
  furnished to do so, subject to the following conditions:
  
  The above copyright notice and this permission notice shall be included in all
  copies or substantial portions of the Software.
  
  THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
  IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
  FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
  AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
  LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
  OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
  SOFTWARE.
  ```

  OpenDoneDismiss

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

• CATEGORY QUERY

  Seeking an AI assistant that explains machine learning topics with pedagogical clarity.

  you: not recommended
  AI recommended (in order):

  1. ChatGPT
  2. Claude
  3. Google Gemini
  4. Perplexity AI
  5. Microsoft Copilot

  AI recommended 5 alternatives but never named voidful/hung-yi-lee-skill. This is the gap to close.

  Show full AI answer
• CATEGORY QUERY

  How to build a knowledge-based AI tutor for specific technical domain expertise?

  you: not recommended
  AI recommended (in order):

  1. Rasa
  2. LangChain
  3. OpenAI API
  4. Pinecone
  5. Weaviate
  6. Qdrant
  7. Streamlit
  8. Gradio
  9. Hugging Face Transformers
  10. Neo4j
  11. Amazon Neptune

  AI recommended 11 alternatives but never named voidful/hung-yi-lee-skill. This is the gap to close.

  Show full AI answer

• Metadata completeness

  fail

  Suggestion:

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of voidful/hung-yi-lee-skill?

  pass
  ⚠AI did not name voidful/hung-yi-lee-skill — likely talking about a different project

  AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

• If a team adopts voidful/hung-yi-lee-skill in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI named voidful/hung-yi-lee-skill explicitly

  AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

• In one sentence, what problem does the repo voidful/hung-yi-lee-skill solve, and who is the primary audience?

  pass
  ⚠AI did not name voidful/hung-yi-lee-skill — likely talking about a different project

  AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?