/anti-slop
Comprehensive toolkit for detecting and eliminating AI slop — generic, low-quality AI-generated patterns in natural language, code, and design. Use when reviewing or improving content quality.
The most-installed skill in the public registry as of writing — 65,998 installs and counting. The reason is brand-agnostic: nobody wants to ship visibly AI-generated work, regardless of who they are or what they do. For late-start technical professionals trying to make their domain expertise visible, AI slop is doubly dangerous: it makes your real depth invisible inside generic phrasing.
What it does
A pattern-detection and rewriting toolkit that scans text, code, or design output for the telltale fingerprints of unedited AI generation: the “delve into” / “navigating the landscape” / “tapestry of” lexicon, symmetrical bullet structures, apologetic hedging, unnecessary em-dash flourishes, the reflexive “isn’t just X — it’s Y” rhetorical pattern. Then suggests rewrites that preserve meaning without the tells.
Who it’s for
- Anyone publishing under their own name with AI in the loop
- PhDs and MS holders editing AI-drafted manuscripts, cover letters, technical documentation
- Career switchers writing portfolios where authenticity is the actual product
- Engineers reviewing AI-generated code for the equivalent patterns (over-commented obvious code, unused defensive checks, generic error messages)
What to watch for
- The list of patterns evolves. What’s a tell today may not be a tell next year as models drift. Treat the rules as a starting point, not a permanent specification
- Aggressive de-slopping can also strip personality. The goal is your voice with AI assistance, not your voice with all flavor washed out. Don’t apply every rewrite suggestion
- It’s a quality filter, not a quality generator. Bad ideas with no slop are still bad ideas
Verdict
If you write or ship anything where your name is attached and you use AI in the loop, install this. The 65k installs are not wrong. Pair with writing-clearly-and-concisely for the constructive other half.