de-slopify

SKILL.md

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.

AI slop refers to writing patterns that LLMs produce disproportionately more commonly than human writers. These patterns make text sound inauthentic and "cringe."

| 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 |

Remove telltale signs of AI-generated 'slop' writing from README files and documentation. Make your docs sound authentically human. Source: dicklesworthstone/agent_flywheel_clawdbot_skills_and_integrations.

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