Individual skill
paper-polisher
Polish mathematical modeling paper drafts for grammar, clarity, formula consistency, hedging calibration, overclaim detection, and contest formatting compliance. Use after paper-section-writer has drafted sections.
plugins/mathmodeling-skills/skills/paper-polisher/SKILL.md
Source commit 0b46e9c78335624ed3738b86087b6e8ff9ac1f0d
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- Observed behavior
- Not checked yet
- Last checked
- Nov 3, 2026
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Repository context
- Repository stars (not skill ratings)
- 1,086
- Repository last updated
- Sep 24, 2026
- License
- MIT
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# Purpose
Polish mathematical modeling contest paper sections for language quality, logical clarity, formula consistency, and claim calibration.
This skill operates on already-drafted paper sections. It improves wording, fixes grammar, checks formulas, calibrates hedging to match evidence strength, detects overclaims, and ensures formatting compliance. It does not invent new content, add unsupported claims, or rewrite the paper's scientific argument.
Adapted from [nature-polishing](https://github.com/Yuan1z0825/nature-skills) design principles: language serves the argument, polish should not hide weak reasoning, and claims must be proportional to evidence.
This skill does not write new paper sections, run experiments, generate figures, or perform final QA.
# When to use
Use this skill:
