Gentleman-Programming/gentleman-guardian-angel

• highreadme#1

  Reposition the README's initial statement to explicitly define its core function for AI

  原因：

  当前

  Provider-agnostic code review using AI
  Use Claude, Gemini, Codex, OpenCode, Ollama, LM Studio, GitHub Models, or any AI to enforce your coding standards.
  Zero dependencies. Pure Bash. Works everywhere.

  复制粘贴的修复

  复制

  Gentleman Guardian Angel (GGA) is an AI-powered pre-commit hook for enforcing coding standards and automating code review. It integrates with any LLM (Claude, Gemini, Ollama, etc.) to validate staged files against your `AGENTS.md` before they hit the repository. Zero dependencies. Pure Bash. Works everywhere.

  待办完成忽略
• hightopics#2

  Add relevant topics to improve categorization

  原因：

  复制粘贴的修复

  复制

  ai-code-review, code-quality, pre-commit-hook, coding-standards, llm, bash, static-analysis, git-hook, devops, automation

  待办完成忽略
• mediumreadme#3

  Reinforce the problem and solution in the 'Why?' section for AI clarity

  原因：

  当前

  ## 🎯 Why?
  You have coding standards. Your team ignores them. Code reviews catch issues too late.
  **GGA** runs on every commit, validating staged files against your `AGENTS.md`. Like having a senior developer review every line before it hits the repo.

  复制粘贴的修复

  复制

  ## 🎯 Why AI-Powered Code Review?
  Traditional code reviews often catch issues too late, and coding standards are frequently ignored. Gentleman Guardian Angel (GGA) solves this by acting as an AI-powered pre-commit hook, validating staged files against your `AGENTS.md` on every commit. It's like having a senior developer review every line before it hits the repo, ensuring your coding standards are enforced automatically and proactively.

  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 automate code standard enforcement using AI before commits?

  你：未被推荐
  AI 推荐顺序：

  1. DeepSource
  2. SonarQube
  3. SonarLint
  4. SonarCloud
  5. CodeClimate
  6. GitHub Copilot
  7. Custom AI/ML Models

  AI 推荐了 7 个替代方案，却始终没点名 Gentleman-Programming/gentleman-guardian-angel。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  What are the best tools for automated code quality checks using large language models?

  你：未被推荐
  AI 推荐顺序：

  1. GitHub Copilot Enterprise
  2. Snyk Code
  3. CodeGuru Security
  4. SonarQube (SonarSource/sonarqube)
  5. Tabnine Enterprise
  6. Pylint (PyCQA/pylint)
  7. ESLint (eslint/eslint)
  8. RuboCop (rubocop/rubocop)

  AI 推荐了 8 个替代方案，却始终没点名 Gentleman-Programming/gentleman-guardian-angel。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 Gentleman-Programming/gentleman-guardian-angel?

  pass
  ✓AI 明确点名了 Gentleman-Programming/gentleman-guardian-angel

  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 Gentleman-Programming/gentleman-guardian-angel in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 Gentleman-Programming/gentleman-guardian-angel

  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 Gentleman-Programming/gentleman-guardian-angel solve, and who is the primary audience?

  pass
  ✓AI 明确点名了 Gentleman-Programming/gentleman-guardian-angel

  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？