deslop

SkillDev tools

Remove AI-generated code slop from the current branch by analyzing diffs against main and cleaning up unnecessary comments, defensive code, and style inconsistencies.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the deslop skill

What this skill tells your AI

The instructions your AI receives, as published by rawkode-academy/rawkode-academy in .claude/skills/deslop/SKILL.md and read by ahel’s review.

This skill identifies and removes AI-generated code slop from changes in the current branch.

Process

1. Get the Diff

Run git diff main...HEAD to see all changes introduced in this branch.

2. Analyze Each Changed File

For each file with changes, look for these patterns of AI slop:

Unnecessary Comments
  • Comments explaining obvious code that a human wouldn't add
  • Comments inconsistent with the rest of the file's commenting style
  • JSDoc or docstrings added to simple internal functions that don't have them elsewhere
  • "// TODO" or "// NOTE" comments that aren't actionable
Defensive Over-Engineering
  • Try/catch blocks in internal code paths that are already validated upstream
  • Null/undefined checks on values that are guaranteed to exist by the type system or calling context
  • Fallback values that can never be reached
  • Type guards on already-typed parameters
Type Workarounds
  • Casts to any to bypass type errors
  • @ts-ignore or @ts-expect-error comments
  • Overly broad union types to satisfy the compiler
Style Inconsistencies
  • Different naming conventions than the rest of the file
  • Different formatting patterns (even if valid)
  • Excessive blank lines or grouping that doesn't match file style
  • Console.log statements left in production code

3. Clean Up

For each identified issue:

  1. Read the surrounding context to understand the file's existing style
  2. Remove or simplify the slop while preserving actual functionality
  3. Ensure the code still works correctly

4. Report

After all changes, provide a 1-3 sentence summary of what was changed. Do not enumerate every change—just summarize the types of slop removed and roughly how much.

Example output:

Removed 12 unnecessary comments explaining obvious code and 3 redundant try/catch blocks in API handlers. Also cleaned up 2 any casts that were hiding actual type issues.

Signals

GitHub stars
32
Forks
12
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
deslop-rawkode-academy
Source
github.com/rawkode-academy/rawkode-academy