de-slopifylisted

# De-Slopify — Remove AI Writing Artifacts > **Purpose:** Make your documentation sound like it was written by a human, not an LLM. > > **Key Insight:** You can't do this with regex or a script—it requires manual, systematic review of each line. --- ## What is "AI Slop"? AI slop refers to writing patterns that LLMs produce disproportionately more commonly than human writers. These patterns make text sound inauthentic and "cringe." ### Common Tells | Pattern | Problem | |---------|---------| | **Emdash overuse** | LLMs love emdashes—they use them constantly—even when other punctuation works better | | **"It's not X, it's Y"** | Formulaic contrast structure | | **"Here's why"** | Clickbait-style lead-in | | **"Here's why it matters:"** | Same energy | | **"Let's dive in"** | Forced enthusiasm | | **"In this guide, we'll..."** | Overly formal setup | | **"It's worth noting that..."** | Unnecessary hedge | | **"At its core..."** | Pseudo-profound opener | --- ## THE EXACT PROMPT — De-Slopify Documentation ``` I want you to read through the complete text carefully and look for any telltale signs of "AI slop" style writing; one big tell is the use of emdash. You should try to replace this with a semicolon, a comma, or just recast the sentence accordingly so it sounds good while avoiding emdash. Also, you want to avoid certain telltale writing tropes, like sentences of the form "It's not [just] XYZ, it's ABC" or "Here's why" or "Here's why it matters:". Basically, anythin