No Slop

Make reader-facing prose plain, direct, and understandable without changing supplied meaning or inventing a voice. Improve both the language and the explanation. This is not an AI-authorship detector.

Activate for

• Drafting reader-facing prose, including technical reports and analyses.
• Rewriting prose to be clearer, shorter, more direct, easier to understand without prior context, or less AI-sounding.
• Auditing prose for formulaic AI-style patterns or missing explanatory context.

Do not activate implicitly for code-only work, terse factual answers, or tasks where prose style is incidental. Explicit invocation always applies.

Priorities