Stop-Slop-v3

Produce clean, human-register prose by routing into specific voice basins. Use when drafting, editing, or reviewing text for AI patterns, or when matching a writer's voice from a sample. Replaces restriction-based anti-slop methods with retrieval-shaped positive constraints, with an optional editorial pass against an expanded diagnostic taxonomy.