Stop Slop Writing

The problem

AI-generated drafts are often cluttered with predictable filler, dramatic fragments, and "AI tells" that signal to the reader the content wasn't written by a human. This creates friction, reduces trust, and forces readers to wade through fluff to find the actual point.

What it does

• Identifies and removes common AI filler openers like "Certainly" or "In today's fast-paced world."
• Enforces active voice to ensure accountability and clarity in every sentence.
• Eliminates cryptic binary contrasts and dramatic one-word fragments that obscure meaning.
• Converts clever but confusing prose into concrete, plain-language nouns and verbs.
• Standardizes sentence structures to ensure every line carries a fact, an ask, or a next step.

Why this beats prompting it yourself

Generic "write like a human" prompts often result in overly casual or inconsistent tone. This skill applies a specific heuristic to strip away the structural artifacts of LLMs, ensuring your output reads like a competent professional, not a chatbot trying to sound smart.

Use cases

• Reviewing internal team updates to ensure they are direct and actionable.
• Polishing client-facing emails to remove robotic formalisms and fluff.
• Refining technical blog posts to keep the focus on facts rather than flowery transitions.
• Editing documentation to prioritize concrete instructions over abstract slogans.