$ai-slop-cleaner
A utility skill that removes typical AI-generated text patterns
Invoke with $ai-slop-cleaner.
A skill that strips repetitive boilerplate from AI-generated text. Use it to clean up documents, code comments, PR descriptions, and any other text that carries visible AI fingerprints.
When to use
- When code comments or docs are full of AI-style phrasing ("This enables a more enhanced experience...")
- When PR descriptions, commit messages, or READMEs read like they were written by a bot
- When you want to make an OMX-generated doc draft read like it was written by a human
When to avoid
- If the code logic itself needs changing →
$build-fixor edit directly - If the problem is factual accuracy, not style →
$analyzeor$code-review
Commands
$ai-slop-cleaner "clean up this PR description"
$ai-slop-cleaner --file README.mdWhat gets removed
| Pattern | Example |
|---|---|
| Inflated adverbs | "highly efficiently", "significantly improved" |
| Redundant summaries | "In summary, ..." appended to every paragraph |
| Unnecessary preamble | "In this document, we will explore..." |
| Filler connectives | overuse of "Furthermore", "Additionally", "This enables" |
| Excessive emphasis | bolding every other sentence |
Related docs
- Utility skills list
- writer agent — handles document drafting