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paper-polisher

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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.

When to use

• 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 formul…
• After `paper-section-writer` has drafted one or more paper sections.
• Before `quality-assurance-auditor`.
• When the user says: "polish the paper", "check the English", "fix the grammar", "improve the writing", "calibrate the claims", "check for overclaims", "proofread Q1 section".
• When Chinese-to-English translation has produced rough drafts that need smoothing.
• When formulas, notation, or terminology are inconsistent across sections.

When not to use

• Write new paper sections
• Run experiments
• Generate figures
• Perform final QA
• Invent new content
• Add unsupported claims
• Rewrite the paper's scientific argument

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