Skills Guide

Remove AI-Generated Code Slop

VerifiedSafe

Detects and removes extraneous code patterns commonly introduced by AI assistants, such as redundant comments, overly defensive checks, unnecessary type casts, and verbose error handling. Helps maintain consistency with the existing codebase after AI-generated changes are merged.

Download and use
Sby Skills Guide Bot
DevelopmentIntermediate
6/2/2026
Claude Code
#ai-slop#code-cleaning#defensive-checks#verbosity

Recommended for

Backend developerClaude CodeCode reviewFrontend developerFullstack developerRefactoring

Automated summary

Cleans up code by removing AI-generated artifacts such as superfluous comments, excessive defensive checks, and unnecessary try/catch blocks.

Strengths

  • Removes redundant comments while preserving useful ones
  • Eliminates `any` casts and over-engineered patterns
  • Preserves actual bug fixes and intended functionality

Limitations

  • May remove comments that some developers consider important
  • Does not replace a thorough manual review
  • Only operates on the diff against the main branch
When to use it

Use this skill after generating code with an AI to make it more natural and consistent with project conventions.

When not to use it

Avoid using it on manually written code or when reviewing human-authored code.

Security analysis

Safe
Quality score88/100

The skill uses standard development tools (Bash, Read, Edit, Grep) to analyze and edit code within a local repository. It does not instruct any destructive actions, data exfiltration, or execution of external payloads. The operations are confined to code cleanup, posing no meaningful security risk.

No concerns found

How this analysis is made

Examples

Deslop entire branch
Remove AI slop from my current branch
Clean up verbose code
Deslop the changes in this PR
Remove defensive checks
Remove unnecessary try/catch blocks and redundant null checks from the new code

name: deslop description: Use when removing AI-generated slop, cleaning up verbose code, or removing unnecessary defensive checks. Triggers on "remove slop", "clean up AI code", "deslop". allowed-tools:

  • Bash
  • Read
  • Edit
  • Grep

Remove AI Code Slop

Check the diff against main and remove all AI-generated slop introduced in this branch.

Usage

/deslop

What It Removes

  • Extra comments that a human wouldn't add or are inconsistent with the rest of the file
  • Extra defensive checks or try/catch blocks that are abnormal for that area of the codebase (especially if called by trusted/validated codepaths)
  • Casts to any to get around type issues
  • Over-engineered patterns that don't match the file's existing style
  • Unnecessary type annotations on obvious types
  • Verbose error handling where simpler patterns exist
  • Redundant null checks in already-validated paths
  • Excessive logging beyond what's normal for the codebase

What It Preserves

  • Actual bug fixes and intended functionality
  • Comments that provide genuine value
  • Defensive code at trust boundaries (user input, external APIs)
  • Type annotations that improve clarity

Process

  1. Gets diff between current branch and main
  2. Reviews each changed file for AI slop patterns
  3. Removes slop while preserving intended changes
  4. Reports a 1-3 sentence summary of what was changed

Output

A brief summary like:

"Removed 3 unnecessary try/catch blocks in query.py, deleted 5 redundant comments in handler.ts, and removed 2 any casts that were hiding type issues."

From the file to a first result

The download contains exactly the content displayed on this page. This copy may differ from the latest version in the source repository.

View the source and supporting files

This download contains SKILL.md only. Any scripts, references, templates and dependencies are not included. Get the required files from the source, preserving their directory structure, before continuing.

1. Download the file

Download SKILL.md

From the root of a test project, save the file as .skill-downloads/remove-ai-generated-code-slop-mma3jrue/SKILL.md, or use the command below. This folder is for inspecting the skill before installation.

Command for macOS/Linux or WSL: requires a POSIX shell and curl. On Windows without WSL, use the download button and create the folder manually.

mkdir -p '.skill-downloads/remove-ai-generated-code-slop-mma3jrue' && curl --fail --show-error --location 'https://skills-guides.com/api/skills/remove-ai-generated-code-slop-mma3jrue/download' --output '.skill-downloads/remove-ai-generated-code-slop-mma3jrue/SKILL.md.part' && mv '.skill-downloads/remove-ai-generated-code-slop-mma3jrue/SKILL.md.part' '.skill-downloads/remove-ai-generated-code-slop-mma3jrue/SKILL.md'

2. Check prerequisites

Read SKILL.md before using it. If it references scripts or external services, inspect them and prepare the required access in your test environment.

No recognized prerequisites section in this file. This does not mean it is self-contained: libraries, tools and access requirements may be mentioned elsewhere in the content or source repository.

The platforms on this page are catalog indications. The paths below follow tool documentation; they do not prove this skill has been run in those tools. No minimum tool version is confirmed for this listing.

3. Load the skill

After inspection, copy the complete folder into your project using one of the commands below, then open a new tool session. The command stops if a folder with the same name already exists: compare the files before replacing it.

Claude Code
test -f '.skill-downloads/remove-ai-generated-code-slop-mma3jrue/SKILL.md' && test -s '.skill-downloads/remove-ai-generated-code-slop-mma3jrue/SKILL.md' && mkdir -p '.claude/skills' && test ! -e '.claude/skills/deslop' && cp -R '.skill-downloads/remove-ai-generated-code-slop-mma3jrue' '.claude/skills/deslop'

OpenSkills

OpenSkills must already be installed. The local install/read procedure is checked with OpenSkills 1.5.0, which requires Node.js ≥ 20.6.0. Catalog slugs are not resolved automatically.

Official OpenSkills installation
openskills install './.skill-downloads/remove-ai-generated-code-slop-mma3jrue'

openskills read 'remove-ai-generated-code-slop-mma3jrue'

Reading should display the installed file content and its base directory. It does not run the skill or install its dependencies.

For an agent that reads AGENTS.md, then sync the index. This command changes AGENTS.md: review the diff before using it.

openskills sync

Manual method or another tool: attach SKILL.md to a conversation, or open it in an agent that can read files. Include any required supporting resources. No universal folder is recognized by every tool.

4. Try a first task

Use a short, synthetic input: an API endpoint, a small document or an interface brief. In a new conversation, attach the file or give the agent its path, then adapt this request:

Read .skill-downloads/remove-ai-generated-code-slop-mma3jrue/SKILL.md and apply its instructions to this example: [describe a test input]. Identify any missing files, dependencies or access. Produce the result requested by the skill without inventing data or running unreviewed scripts.

Expected result: output matching the skill instructions, or a precise list of missing prerequisites. A read confirmation alone does not validate a first use. If an external resource is unavailable, that path remains untested.

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