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/slop

Remove AI-generated code slop from git diffs to maintain code quality

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my-ai-tools
12440 skills16 agents10 commands
Install
$ npx -y skills add jellydn/my-ai-tools --skill slop --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/slop

Context preview

The summary Claude sees to decide when to auto-load this skill.

Remove AI-generated code slop from git diffs to maintain code quality

SKILL.md

slop.SKILL.md
name: slop
description: "Remove AI-generated code slop from git diffs to maintain code quality"
license: MIT
compatibility: cline, claude, opencode, amp, codex, gemini, cursor, pi
hint: Use when cleaning up AI-generated code slop in git diffs
user-invocable: true
metadata:
  audience: all
  workflow: code-quality

Remove AI Code Slop

Check the diff against a branch and remove all AI-generated slop introduced in this branch. Simplifies and refines code for clarity, consistency, and maintainability while preserving all functionality.

Usage

`/slop [branch-name]`

  • If no branch is provided, compare against main: `/slop main`

What is AI Code Slop?

This includes:

  • Extra comments that a human wouldn't add or is inconsistent with the rest of the file
  • Extra defensive checks or try/catch blocks that are abnormal for that area of the codebase
  • Casts to `any` to get around type issues
  • Any other style that is inconsistent with the file

Core Principles

1. Preserve Functionality

Never change what the code does - only how it does it. All original features, outputs, and behaviors must remain intact.

2. Apply Project Standards

Follow the established coding standards from `@CLAUDE.md` or conventions:

  • Use proper import sorting and file organization
  • Follow language-specific patterns (ES modules, proper TypeScript types, etc.)
  • Maintain consistent naming conventions
  • Use proper error handling patterns

3. Enhance Clarity

Simplify code structure by:

  • Reducing unnecessary complexity and nesting
  • Eliminating redundant code and abstractions
  • Improving readability through clear variable and function names
  • Consolidating related logic
  • Removing unnecessary comments that describe obvious code
  • **IMPORTANT**: Use switch statements or if/else chains over nested ternary operators
  • Choose clarity over brevity - explicit code is often better than overly compact code

4. Maintain Balance

Preserve necessary complexity — over-simplification can:

  • Reduce code clarity or maintainability
  • Create overly clever solutions that are hard to understand
  • Combine too many concerns into single functions
  • Remove helpful abstractions that improve code organization
  • Prioritize "fewer lines" over readability

Process

1. Get the diff

# Compare against main branch
git diff main...HEAD --stat

# Or against specific branch
git diff $1 --stat

2. Review each changed file

For each changed file:

  • Read the current content
  • Compare with original (before changes)
  • Identify AI-generated slop patterns
  • Check for opportunities to improve elegance and consistency

3. Remove slop and refine

  • Remove unnecessary comments
  • Simplify overly defensive code
  • Remove `any` casts where possible
  • Restore natural code style
  • Apply project-specific best practices
  • Ensure all functionality remains unchanged

4. Verify

# Show remaining changes
git diff --stat

# Check tests still pass
npm test

Common Slop Patterns

1. **Over-commenting**: Comments explaining obvious code 2. **Verbose error handling**: Try/catch blocks where not needed 3. **Unnecessary type casts**: `x as any` to bypass TypeScript 4. **Defensive programming**: Checks for already-validated inputs 5. **Redundant validation**: Duplicate null/undefined checks 6. **Nested ternaries**: Complex nested ternary operators 7. **Overly compact code**: Dense one-liners that sacrifice readability

Refinement Guidelines

When refining code:

1. **Identify the modified sections** - Only refine code that changed in the diff 2. **Analyze for improvement opportunities** - Look for ways to enhance elegance and consistency 3. **Apply project standards** - Follow established conventions and patterns 4. **Preserve functionality** - Ensure behavior remains unchanged 5. **Verify improvements** - The refined code should be simpler and more maintainable 6. **Document significant changes** - Only document changes that affect understanding

Code Style Preferences

  • Prefer explicit over compact - readable code beats clever code
  • Use descriptive names - clarity over brevity
  • Flatten deep nesting with early returns and guard clauses
  • Remove redundant code - eliminate duplicates
  • Use language-appropriate patterns - follow idiomatic practices
Read more
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