paper-polisher

What problem does it solve?

Polish mathematical modeling paper drafts for language quality, grammatical accuracy, formula consistency, hedging calibration, detection of overclaims, and formatting compliance. It ensures the writing supports the argument without altering the science.

Core Features & Use Cases

• Grammar and style polishing for mathematical modeling sections.
• Formula notation consistency and terminology harmonization across sections.
• Hedging calibration and overclaim detection to align with evidence.
• Formatting and submission formatting checks for contest requirements.
• It does not invent content or modify scientific conclusions; it preserves authors' reasoning while improving presentation.

Quick Start

Polish the drafted paper sections under paper/sections to improve language, consistency, and formatting without adding new content.