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paper-polisher

Polish mathematical modeling paper drafts for grammar, clarity, and formatting compliance.

452|24|Updated Apr 26, 2026
Search Tags:#consistency#grammar#polish#hedging#claims-audit#paper-editing#contest-format
One-click install
npx skills add https://github.com/zhnnky329/MathModeling-skills --skill paper-polisher
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: paper-polisher
Source: https://github.com/zhnnky329/MathModeling-skills/tree/main/.claude/skills/paper-polisher
Command: npx skills add https://github.com/zhnnky329/MathModeling-skills --skill paper-polisher

SYSTEM DOCUMENTATION & REQUIREMENTS

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.

Frequently Asked Questions about paper-polisher

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I polish a mathematical modeling paper for grammar and formula consistency?▼

Polishing a mathematical modeling paper applies a 12-point checklist to check grammar, formula notation, and terminology consistency across sections. It improves language clarity while preserving the original scientific reasoning and conclusions.

How do I detect overclaims and calibrate hedging in a modeling paper draft?▼

Overclaim detection and hedging calibration align your paper's claims with available evidence by downgrading unsupported statements. It flags assertions that exceed the proof and ensures all changes remain traceable to the source material.

How do I check a modeling paper for contest formatting compliance?▼

Checking contest formatting compliance validates drafted paper sections against specified contest requirements. It reviews the structural layout and submission formatting to ensure the document meets the necessary competition standards.

Can I use paper polishing to modify scientific conclusions or invent new content?▼

Paper polishing cannot be used to modify scientific conclusions or invent new content. It strictly preserves the authors' original reasoning and mathematical results while improving presentation, language quality, and argument support.

What file structure do I need to polish modeling paper sections?▼

Polishing modeling paper sections requires drafts stored under paper/sections or paper/sections/*.md. It also uses inputs like methods, results reports, and a planning symbol table to harmonize notation and verify consistency.

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