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deslop

Remove AI-generated code slop, unnecessary comments, and over-engineering from the current branch diff. Cleans up boilerplate, simplifies abstractions, strips defensive code, and in skill-file mode lints SKILL.md files for quality

Install / Use

npx skills add rohitg00/pro-workflow --skill deslop

Installs into whichever agent you are using.

About this skill
📄

SKILL.md

Installable skill definition

Quality Score

87/100

Supported Platforms

Universal

Our assessment of deslop

deslop scores 87/100 on our quality scale, 1559th of 4,653 Development & Engineering skills we index (top 34%).

Its SKILL.md is 3.5 KB long, well organised into 8 sections with 1 code example: a solid amount of guidance for an agent.

With 2,876 GitHub stars, it is one of the more widely adopted skills in the catalogue.

Substance
26/30
Structure
17/20
Description
15/15
Adoption
15/20
Freshness
15/15

Maintenance, license and trust

  • The repository was last updated 8 days ago, so deslop is actively maintained.
  • No license is declared. By default that means all rights are reserved: you can read it, but reusing or redistributing it is not clearly permitted. Ask the author before building on it commercially.
  • Its trust signals score 88/100, with 1 caution from licensing, adoption, age or documentation. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.

deslop compared with similar skills

All 4 of these similar skills score higher than deslop; compare them before choosing.

SkillScoreStarsUpdatedFormat
deslop (this skill)by rohitg00872.9k8d agoSKILL.md
ai-job-searchby MadsLorentzen10044.7ktodayCLAUDE.md
claude-howtoby luongnv8910041.7k2d agoCLAUDE.md
algorithmic-artby anthropics100177.9k9d agoSKILL.md
pptxby anthropics100177.9k9d agoSKILL.md

Frequently asked questions

How do I install deslop?
Run npx skills add rohitg00/pro-workflow --skill deslop. The install tabs above show the steps for each supported agent.
Which AI agents does deslop work with?
It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
Is deslop safe to use?
It declares no license and scores 88/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
Is deslop still maintained?
The repository was last updated 8 days ago, so deslop is actively maintained.

name: deslop description: Remove AI-generated code slop, unnecessary comments, and over-engineering from the current branch diff. Cleans up boilerplate, simplifies abstractions, strips defensive code, and in skill-file mode lints SKILL.md files for quality. Use when cleaning up code, simplifying, removing boilerplate, before committing, or when reviewing a skill before promoting it.

Remove AI Code Slop

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

Trigger

Use after completing changes, before committing, or when code feels over-engineered.

Commands

git fetch origin main
git diff origin/main...HEAD --stat
git diff origin/main...HEAD

Workflow

  1. Run diff commands to see all changes on the branch.
  2. Identify slop patterns from the focus areas below.
  3. Apply minimal, focused edits to remove slop.
  4. Re-run git diff origin/main...HEAD to verify only slop was removed.
  5. Run tests or type-check to confirm behaviour unchanged: npm test -- --changed --passWithNoTests 2>&1 | tail -10
  6. Summarise what was cleaned.

Focus Areas

  • Extra comments that state the obvious or are inconsistent with local style
  • Defensive try/catch blocks that are abnormal for trusted internal code paths
  • Casts to any used only to bypass type issues
  • Over-engineered abstractions for one-time operations (premature helpers, factories)
  • Deeply nested code that should be simplified with early returns
  • Backwards-compatibility hacks (renamed _vars, re-exports, // removed comments)
  • Features, refactoring, or "improvements" beyond what was requested
  • Added docstrings, type annotations, or comments on code that wasn't changed
  • Error handling for scenarios that can't happen in trusted internal paths

Guardrails

  • Keep behavior unchanged unless fixing a clear bug.
  • Prefer minimal, focused edits over broad rewrites.
  • Three similar lines of code is better than a premature abstraction.
  • If you remove something, verify it's truly unused first.
  • Keep the final summary concise (1-3 sentences).

Skill-file mode

When the target is a SKILL.md (not a code diff), lint it against the same slop instinct applied to prose. Run this before promoting a skill. Flag:

  • Stale lines - guidance written for an old version of the skill that no longer matches what it does. Cut it.
  • Bloat - the skill runs past one screen with detail that belongs in a linked reference. Push it down: in-skill step, then in-skill reference, then an external file behind a pointer.
  • Dead sentences - a line that changes nothing if deleted. Delete it.
  • Duplication - the same instruction stated in two places, so edits drift. Keep one source of truth.
  • Premature stop - the method ends before the work does (asks the question but never records the answer, cleans but never verifies).
  • Weak anchor - no single concept the skill turns on. A skill the reader can name in one word triggers and executes in fewer tokens.
  • Missing invocation intent - no declared human-run vs auto-triggered mode. See rules/skill-conventions.mdc.
  • Wrong write op - a state-changing skill that does not say whether it adds, updates, or appends, or that duplicates its output on a second run.

Skill-file mode output: the flagged issues by line, the edits applied, the cleanup summary, and whether the skill is ready to promote.

Output (code mode)

  • List of slop patterns found with file locations
  • Edits applied
  • One-line summary of what was cleaned

Related Skills

View on GitHub
GitHub Stars2.9k
CategoryDevelopment
Updated8d ago
Forks289

Languages

JavaScript

Trust signals

88/100

From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.

1 medium