Slop Mop -- Clean AI Output Before Someone Else Has To

Generating the draft was instant. Understanding what it actually says should not become somebody else's afternoon.

Slop Mop cleans low-effort AI output without treating every long document or polished sentence as suspicious. It finds repetition, generic filler, unsupported certainty, fake specificity, contradictory recommendations, and work quietly pushed onto the recipient.

What you get

• A CLEAN, NEEDS A WIPE, SLOPPY, or INDUSTRIAL-GRADE SLOP verdict
• The useful core in one or two sentences
• Claims that need evidence or qualification
• Recipient-shifted work and missing ownership
• A concise revision that preserves facts, decisions, constraints, and voice
• A removal receipt explaining what disappeared

The skill does not invent citations, flatten uncertainty, or assume AI involvement from writing style alone. It judges the artifact and the burden it creates.

Use Say Less for ordinary compression. Use Slop Mop when the draft looks finished but still makes the reader perform the real work.