Paper Review

Overview

This skill runs a terminal, cross-cutting audit before submission. It is not a deep prose critic (that is paper-writing), not a statistical robustness reviewer (that is robustness-checks), not a reproducibility verifier (that is replication-driven-research). Instead, it detects the seams between those skills — numerical inconsistency across the manuscript, narrative incoherence between sections, missing literature dialogue, LaTeX overflow, script errors in data pipelines, stylistic tells of AI writing — in one pass, and writes a single consolidated report with severity-ranked findings and a go/no-go verdict.

The skill is standalone. It works on any paper folder, whether produced by the superpapers pipeline or not. When the canonical layout is absent, it asks the user for the paths it needs.

When to Use

• The paper is drafted, tables and figures are in place, and the user wants a final check before submission.
• An external collaborator delivered a manuscript and you need a structured audit.
• The execute-plan skill has finished and suggested this step.
• After a major revision cycle, before re-submitting.
• The user asks for "a full paper review", "pre-submission audit", or "audit my paper".

Do not use this skill: