catches 41 different slop patterns:
• ~120 ai words, ~100 phrases
• em dashes, emoji bullets, title case headings
• watermarks, negative parallelism, colon reveals, throat-clearing openers
4 gates:
1. sanitize invisible chars
2. remove common ai words/chars
3. an agent reviews original vs rewrite, loops back for failed reviews
4. optional: a parallel agent uses a different model to generate additional review + score
4 gates: 1. sanitize invisible chars 2. remove common ai words/chars 3. an agent reviews original vs rewrite, loops back for failed reviews 4. optional: a parallel agent uses a different model to generate additional review + score
Works with any of your AI agents.