Back to Details

eng-ai-slop-remover

Compare original and translation side by side

🇺🇸

Original

English
🇨🇳

Translation

Chinese

AI Slop Remover

AI Slop Remover

Remove AI-generated code patterns that are inconsistent with human-written code in the codebase.
移除代码库中与人类编写代码风格不一致的AI生成代码模式。

Workflow

工作流程

  1. Get the diff against main branch
  2. For each changed file, analyze patterns to remove
  3. Make edits to remove identified slop
  4. Report a 1-3 sentence summary of changes
  1. 获取与main分支的差异
  2. 对每个变更文件，分析需要移除的模式
  3. 进行编辑以移除识别出的冗余内容
  4. 用1-3句话总结变更内容

Step 1: Get the Diff

步骤1：获取差异

bash
git diff main --name-only
Then view each changed file to understand existing code style.
bash
git diff main --name-only
然后查看每个变更文件以了解现有代码风格。

Step 2: Identify AI Slop Patterns

步骤2：识别AI Slop模式

Comments to remove:
  • Obvious or redundant comments explaining what code clearly does
  • Comments that don't match the commenting style elsewhere in the file
  • Section divider comments when not used elsewhere
Defensive code to remove:
  • Try/catch blocks around code that doesn't throw or is already in a trusted path
  • Null/undefined checks when callers guarantee valid input
  • Type guards that duplicate earlier validation
  • Redundant error handling when parent functions already handle it
Type issues to fix:
  • Casts to 
    any
    that bypass TypeScript's type system
  • Type assertions that hide real type mismatches
  • Overly broad generic types when specific types exist
Style inconsistencies:
  • Naming conventions that differ from the file
  • Spacing/formatting patterns that differ from the file
  • Import organization that differs from the file
需要移除的注释：
  • 解释代码明显功能的冗余注释
  • 与文件中其他注释风格不符的注释
  • 文件中未使用的分段分隔注释
需要移除的防御性代码：
  • 围绕不会抛出异常或已在可信路径中的代码的try/catch块
  • 当调用者保证输入有效的空值/未定义检查
  • 重复早期验证的类型守卫
  • 父函数已处理的冗余错误处理
需要修复的类型问题：
  • 绕过TypeScript类型系统的转为
    any
    的强制类型转换
  • 隐藏真实类型不匹配的类型断言
  • 已有特定类型时使用的过于宽泛的泛型类型
风格不一致问题：
  • 与文件命名约定不符的命名
  • 与文件格式/间距模式不符的内容
  • 与文件导入组织方式不符的导入

Step 3: Make Edits

步骤3：进行编辑

Remove identified patterns while preserving code functionality. Match the existing file's style.
移除识别出的模式，同时保留代码功能。匹配现有文件的风格。

Step 4: Report

步骤4：报告

End with only a 1-3 sentence summary of what was changed. No lists, no detailed breakdowns.
Example: "Removed 12 redundant comments and 3 unnecessary try/catch blocks across 4 files. Fixed 2 casts to any by using proper interface types."
最后仅用1-3句话总结变更内容。不要列表，不要详细分解。
示例：“在4个文件中移除了12条冗余注释和3个不必要的try/catch块。通过使用正确的接口类型修复了2处转为any的强制类型转换。”