GBSOSS/skill-from-masters

• highreadme#1

  Clarify README opening to distinguish from AI agent frameworks

  原因：

  当前

  # Skill From Masters
  
  > **Stand on the shoulders of giants** — Create AI skills built on proven methodologies from domain experts.
  
  A skill that helps you discover and incorporate frameworks, principles, and best practices from recognized masters before generating any new skill. Works with Claude Code, Codex, and other AI agent platforms.

  复制粘贴的修复

  复制

  # Skill From Masters
  
  > **Stand on the shoulders of giants** — Create AI skills built on proven methodologies from domain experts.
  
  This project provides the *intelligence layer* for AI agents, focusing on *what* your AI agent should know (proven methodologies, frameworks, and best practices from domain experts) rather than *how* the agent is built. It helps you discover and incorporate world-class expertise before generating any new skill, working with platforms like Claude Code, Codex, and other AI agent platforms.

  待办完成忽略
• hightopics#2

  Add relevant GitHub topics to improve categorization

  原因：

  复制粘贴的修复

  复制

  ai-agents, expert-systems, methodologies, best-practices, domain-expertise, skill-development, generative-ai, llm-tools, knowledge-management

  待办完成忽略
• mediumhomepage#3

  Add a homepage URL to the repository metadata

  原因：

  复制粘贴的修复

  复制

  [Add a URL to a project page, documentation, or a demo here]

  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 build AI agent skills incorporating established frameworks and expert methodologies?

  你：未被推荐
  AI 推荐顺序：

  1. LangChain
  2. LlamaIndex
  3. Microsoft AutoGen
  4. Haystack
  5. OpenAI Assistants API
  6. CrewAI
  7. DSPy

  AI 推荐了 7 个替代方案，却始终没点名 GBSOSS/skill-from-masters。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  Seeking tools to enhance AI agent effectiveness by integrating proven domain expertise.

  你：未被推荐
  AI 推荐顺序：

  1. LangChain
  2. LlamaIndex
  3. Haystack
  4. Pinecone
  5. Weaviate
  6. Weights & Biases
  7. OpenAI API

  AI 推荐了 7 个替代方案，却始终没点名 GBSOSS/skill-from-masters。这就是要补上的差距。

  查看 AI 完整回答

• Metadata completeness

  warn

  建议：

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of GBSOSS/skill-from-masters?

  pass
  ⚠AI 未点名 GBSOSS/skill-from-masters —— 很可能在说另一个项目

  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 GBSOSS/skill-from-masters in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 GBSOSS/skill-from-masters

  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 GBSOSS/skill-from-masters solve, and who is the primary audience?

  pass
  ✓AI 明确点名了 GBSOSS/skill-from-masters

  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？