Prose Polish v2

Evaluate and elevate writing effectiveness through multi-dimensional quality assessment. Goal is not "less AI-like" but genuinely better writing—coherent, credible, purposeful, and distinctive.

Philosophy

Writing Effectiveness = f(Text, Author, Audience, Context, Genre)

We optimize for quality, not undetectability. These often correlate, but the distinction matters:

• Bad goal: "Make this not sound like AI"
• Good goal: "Make this effective writing"

Quick Start

Analysis: Detect genre → Load detection-patterns.md → Apply 6-dimension evaluation → Generate quality profile

Elevation: Analyze → Load remediation-strategies.md → Phase 1 (Structure) → Phase 2 (Style) → Explain changes

Prevention: Load prevention-prompts.md → Build genre-calibrated constraints → Generate → Self-verify