prose-polish
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
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