giancarloerra/SocratiCode

• highreadme#1

  Clarify SocratiCode's core function as an enterprise codebase intelligence platform in the README's opening.

  原因：

  当前

  Your AI reads code. SocratiCode understands it.The open-source codebase context engine: give any AI instant automated knowledge of your entire codebase (and infrastructure) — at scale, zero configuration, fully private, completely free.

  复制粘贴的修复

  复制

  SocratiCode is an open-source, enterprise-grade codebase intelligence platform that gives any AI instant, automated knowledge of your entire codebase (and infrastructure) — at scale, zero configuration, fully private, and completely free. It provides polyglot dependency graphs, symbol-level impact analysis, and semantic search for large codebases (40m+ LOC).

  待办完成忽略
• hightopics#2

  Add specific topics related to enterprise code analysis and intelligence platforms.

  原因：

  当前

  ai, ai-assistant, ast, claude, claude-code, code-graph, codebase-intelligence, context-engine, docker, embeddings, gemini, gemini-cli-extension, mcp, openai, qdrant, semantic, semantic-search, vector-database, vector-embeddings, vector-search

  复制粘贴的修复

  复制

  ai, ai-assistant, ast, claude, claude-code, code-graph, codebase-intelligence, context-engine, docker, embeddings, gemini, gemini-cli-extension, mcp, openai, qdrant, semantic, semantic-search, vector-database, vector-embeddings, vector-search, code-analysis, static-analysis, dependency-analysis, impact-analysis, enterprise-software, software-intelligence

  待办完成忽略
• mediumabout#3

  Rephrase the 'About' description to emphasize 'codebase intelligence platform' and its core capabilities.

  原因：

  当前

  Enterprise-grade (40m+ LOC) codebase intelligence, zero-setup, local & private Plugin/Skill/Extension or MCP: hybrid semantic search, polyglot dependency graphs, symbol-level impact analysis & call-flow, interactive HTML viewer, cross-project & branch-aware search, DB/API/infra knowledge. 61% less tokens, 84% fewer calls, 37x faster. Cloud in beta.

  复制粘贴的修复

  复制

  SocratiCode is an enterprise-grade (40m+ LOC) codebase intelligence platform, offering zero-setup, local & private hybrid semantic search, polyglot dependency graphs, symbol-level impact analysis & call-flow, interactive HTML viewer, cross-project & branch-aware search, and DB/API/infra knowledge. It's a Plugin/Skill/Extension or MCP, delivering 61% less tokens, 84% fewer calls, and is 37x faster. Cloud in beta.

  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 can I analyze large enterprise codebases for dependencies and impact across projects?

  你：未被推荐
  AI 推荐顺序：

  1. Lattix
  2. Cast Highlight
  3. Understand (by SciTools)
  4. SonarQube
  5. CodeLogic
  6. NDepend

  AI 推荐了 6 个替代方案，却始终没点名 giancarloerra/SocratiCode。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  What local and private AI tools offer semantic search for code intelligence?

  你：未被推荐
  AI 推荐顺序：

  1. Continue.dev (continue-dev/continue)
  2. Ollama (ollama/ollama)
  3. LM Studio
  4. Code Llama
  5. Sentence Transformers (UKPLab/sentence-transformers)
  6. PrivateGPT (imartinez/privateGPT)
  7. LlamaIndex (run-llama/llama_index)
  8. Hugging Face Transformers (huggingface/transformers)
  9. ChromaDB (chroma-core/chroma)

  AI 推荐了 9 个替代方案，却始终没点名 giancarloerra/SocratiCode。这就是要补上的差距。

  查看 AI 完整回答

• Metadata completeness

  pass

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of giancarloerra/SocratiCode?

  pass
  ✓AI 明确点名了 giancarloerra/SocratiCode

  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 giancarloerra/SocratiCode in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 giancarloerra/SocratiCode

  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 giancarloerra/SocratiCode solve, and who is the primary audience?

  pass
  ✓AI 明确点名了 giancarloerra/SocratiCode

  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？