Slopbuster — AI skill for Claude Code

slopbuster

Strips the AI tells out of prose, code, and academic writing.

I built this because every "humanizer" I found did the same thing: swap "delve" for "explore" and call it a day. That's find-and-replace with a marketing page.

152 patterns, built from analyzing 1,000+ AI vs human samples and peer-reviewed LLM detection research. Two passes — because removing AI patterns without adding voice produces sterile text that's equally detectable, just by a different classifier.

---

What it does

A real run. The "before" is AI-generated marketing copy written for this demo; the "after" is slopbuster's actual output, scored with the tool's own three-tier system.

**Before — 0/10** (49 pattern points across 230 words = 213 per 1,000):

In today's rapidly evolving e-commerce landscape, sustainable packaging has emerged as a pivotal consideration for brands seeking to remain competitive. As consumer expectations continue to shift, it's important to note that packaging **serves as** far more than a protective layer — it **represents** a brand's values, its commitment to the planet, and its understanding of the modern shopper.

Let's **delve** into why this matters. Industry **experts argue** that the environmental footprint of fulfillment operations **underscores the importance** of rethinking materials from the ground up […]

Ultimately, sustainable packaging isn't just a trend — it's a **testament** to where the industry is heading. Brands that embrace this shift today will be **well-positioned to thrive in the years to come**.

**After — 8.5/10** (zero Tier 1, 2, or 3 hits):

Packaging is the first physical thing your customer touches. That's the whole argument, and most sustainability decks bury it somewhere around slide forty.

Fulfillment waste has gotten expensive enough that materials are worth rethinking — not