What problem does it solve?
This Skill helps researchers turn rough paper drafts into submission-ready writing by delivering calibrated, venue-specific critique that improves clarity, rigor, and reviewer-readiness without silently rewriting your content.
Core Features & Use Cases
- Venue-aware review modules for Nature-family journals, top ML conferences, and leading computer-architecture venues, tuned to each audience’s failure modes.
- Modes for different stages including diagnose-only review, prose polish, rebuttal-checking, near-deadline triage, hallucination/faithfulness audits, page-limit trimming, and presentation (deck) review.
- Diff-comment style feedback with severity and priority so you can act quickly and avoid last-minute submission mistakes.
- Guardrails for LaTeX/math/citations to preserve structure and respect likely invariants (e.g., never silently rewrite LaTeX/citation spans as a side effect of editing).
Quick Start
Use the paper-polish skill to review and tighten the introduction draft for NeurIPS-style submission by returning prioritized diff-style comments with must-fix issues first.