Paper Audit Skill v4.5

paper-audit is now deep-review-first. Its core job is to behave like a serious reviewer: find technical, methodological, claim-level, and cross-section issues; keep script-backed findings separate from reviewer judgment; and return a structured issue bundle plus a revision roadmap.

Version 4.5 adds a script-backed PRESUBMISSION layer for final-week mechanical checks: em dashes, AI-tone term frequency, abstract completeness, LaTeX citation/label/equation hygiene, paragraph-shape weak signals, and concrete captions. This layer supports existing modes; it is not a separate public mode.

Use it for audit and review. Do not use it as the first tool for source editing, sentence rewriting, or build fixing.

What This Skill Produces

• quick-audit: fast submission-readiness screen with script-backed findings, including PRESUBMISSION
• deep-review: reviewer-style structured issue bundle with major/moderate/minor findings
• gate: PASS/FAIL decision calibrated for submission blockers; PRESUBMISSION Major/Minor findings remain advisory
• re-audit: compare current issue bundle against a previous audit, including mechanical regression findings
• polish: precheck-only handoff into a polishing workflow

The primary product is no longer just a score. For deep-review, the main outputs are:

• final_issues.json