ai-slop-cleaner

Installation
SKILL.md

AI Slop Cleaner

AI Slop Cleaner separates detection evidence from rewriting. The Rust binary reports raw structural matches. LLM agents read those matches, the full text, and universal pattern categories, then judge slop by intent in any language.

Never clean prose with regex substitutions. Rewrites must be full-text LLM inference that preserves meaning and grammar.

Repo: ~/.hermes/skills/ai-slop-cleaner (also at sigridjineth/ai-slop-cleaner on GitHub).

When to use

Use this skill to analyze a draft before publishing, feed structural evidence into an agent rewrite loop, or add language-agnostic slop detection to a prose pipeline.

Quick start

Installs
1
GitHub Stars
8
First Seen
Sep 17, 2026