leilei926524-tech/anti-distill

• highreadme#1

  Reposition the README's opening to clarify its unique purpose for employee skill documentation.

  原因：

  当前

  # anti-distill
  
  > 反蒸馏 Skill：公司让你写 Skill？跑一遍，交差用。核心知识留给自己。
  >
  > Anti-Distill Skill: your company asks you to write a Skill? Run it through, submit the output, and keep the core knowledge to yourself.

  复制粘贴的修复

  复制

  # anti-distill: Sanitize Your Employee Skill Documentation
  
  > 反蒸馏 Skill：公司让你写 Skill？跑一遍，交差用。核心知识留给自己。一个帮助员工清洗专业技能文档的工具，而非针对AI模型蒸馏。
  >
  > Anti-Distill Skill: your company asks you to write a Skill? Run it through, submit the output, and keep the core knowledge to yourself. This tool helps employees sanitize their professional skill documentation, it is not for AI model distillation.

  待办完成忽略
• hightopics#2

  Add relevant topics to improve categorization.

  原因：

  当前

  (none)

  复制粘贴的修复

  复制

  employee-skills, knowledge-management, career-development, documentation-tool, personal-knowledge, privacy, anti-distillation, skill-sanitizer

  待办完成忽略
• mediumlicense#3

  Add a LICENSE file to clarify usage rights.

  原因：

  当前

  (no LICENSE file detected — the repo has no recognizable license)

  复制粘贴的修复

  复制

  Create a LICENSE file (e.g., MIT or Apache-2.0) in the repository root to clearly state the terms of use.

  待办完成忽略

本次扫描解析到的品类 GEO 通道：google/gemini-2.5-flash, deepseek/deepseek-v4-flash

• 品类问题

  How to create sanitized versions of my professional knowledge for corporate submission?

  你：未被推荐
  AI 推荐顺序：

  1. Adobe Acrobat Pro DC
  2. Microsoft Word
  3. Foxit PhantomPDF / Foxit PDF Editor
  4. Nitro Pro
  5. DocuSign
  6. Google Docs
  7. OpenText Brava! Desktop

  AI 推荐了 7 个替代方案，却始终没点名 leilei926524-tech/anti-distill。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  Seeking a tool to remove proprietary expertise from employee skill documentation for compliance.

  你：未被推荐
  AI 推荐顺序：

  1. OpenText Intelligent Capture
  2. IBM Watson Discovery
  3. Microsoft Azure Information Protection (AIP)
  4. Google Cloud Data Loss Prevention (DLP) API
  5. Privitar
  6. Nylas
  7. spaCy
  8. NLTK

  AI 推荐了 8 个替代方案，却始终没点名 leilei926524-tech/anti-distill。这就是要补上的差距。

  查看 AI 完整回答

• Metadata completeness

  fail

  建议：

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of leilei926524-tech/anti-distill?

  pass
  ✓AI 明确点名了 leilei926524-tech/anti-distill

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• If a team adopts leilei926524-tech/anti-distill in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 leilei926524-tech/anti-distill

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• In one sentence, what problem does the repo leilei926524-tech/anti-distill solve, and who is the primary audience?

  pass
  ✓AI 明确点名了 leilei926524-tech/anti-distill

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？