deslop

Purpose

Strip AI-writing tells (negative parallelism, significance inflation, hedge stacks, formatting reflexes, era vocabulary, uniform rhythm) from a draft so it reads human — with the edits bounded by deterministic tooling. It fixes the two observed failures of prompt-only humanizers: silent damage (facts, quotes, and code drift during "improvement") and over-correction (real writers, especially non-native ones, get sanded flat; absolute rules like "zero em dashes" produce a new tell instead of removing one).

When to use

• "deslop / de-AI this", "strip the AI slop / tells", "this reads machine-written — clean it up", "make it read human without changing meaning"
• Cleaning AI-assisted drafts before publishing, with proof nothing broke

When NOT to use