lintsinghua/DeepAudit

• highreadme#1

  Add a concise, explicit positioning statement to the README's opening

  原因：

  复制粘贴的修复

  复制

  Add a sentence immediately after the H1, e.g., "DeepAudit is the first open-source multi-agent AI system for code vulnerability detection, making advanced security auditing accessible to everyone."

  待办完成忽略
• highhomepage#2

  Add a homepage URL to the repository's About section

  原因：

  当前

  (none)

  复制粘贴的修复

  复制

  Set the homepage URL to a relevant project page or documentation site, e.g., "https://deepwiki.com/lintsinghua/DeepAudit" (based on the link in the README).

  待办完成忽略
• mediumtopics#3

  Refine repository topics to focus on core functionality and remove implementation details

  原因：

  当前

  ai, bug-detection, code-audit, code-quality, code-review, developer-tools, devsecops, google-gemini, llm, react, sast, security-scanner, supabase, typescript, vite, vulnerability-scanner, xai

  复制粘贴的修复

  复制

  ai, bug-detection, code-audit, code-quality, code-review, developer-tools, devsecops, llm, sast, security-scanner, vulnerability-scanner, xai, multi-agent-system, ai-security, automated-auditing, poc-generation

  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 easily detect code vulnerabilities and generate PoCs using an AI assistant?

  你：未被推荐
  AI 推荐顺序：

  1. GitHub Copilot
  2. CodeQL (github/codeql)
  3. Dependabot (github/dependabot)
  4. OpenAI's ChatGPT / GPT-4
  5. Google's Gemini
  6. Snyk Code / Snyk AI
  7. CodiumAI

  AI 推荐了 7 个替代方案，却始终没点名 lintsinghua/DeepAudit。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  What open-source AI security tools offer automated code auditing and private deployment options?

  你：未被推荐
  AI 推荐顺序：

  1. Grype (anchore/grype)
  2. OWASP ZAP (zaproxy/zaproxy)
  3. Bandit (PyCQA/bandit)
  4. TruffleHog (trufflesecurity/trufflehog)
  5. Snyk Code
  6. Semgrep (returntocorp/semgrep)
  7. MLflow (mlflow/mlflow)
  8. Kubeflow (kubeflow/kubeflow)

  AI 推荐了 8 个替代方案，却始终没点名 lintsinghua/DeepAudit。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 lintsinghua/DeepAudit?

  pass
  ✓AI 明确点名了 lintsinghua/DeepAudit

  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 lintsinghua/DeepAudit in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 lintsinghua/DeepAudit

  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 lintsinghua/DeepAudit solve, and who is the primary audience?

  pass
  ⚠AI 未点名 lintsinghua/DeepAudit —— 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？