Agent skill · writing content · bahayonghang
paper-audit
Reviewer-style audit and submission gate for academic papers in .tex, .typ, or .pdf. Use for peer-review critique, readiness/gate decisions, blocker triage, revision roadmaps, journal-style reports, and re-audits. Do not use for source editing, sentence polishing, bibliography search, or compile repair.
Why this skill is useful
Adds domain-specific knowledge for structured academic paper audits and reviewer-style critiques that the AI wouldn't reliably generate on its own.
What it needs
Requires pymupdf installed locally. About 9k tokens when loaded. Last updated 2026-08-05. 406 stars on the source repository.
What this skill does
Paper Audit Skill v6.0 paper-audit is deep-review-first: behave like a serious reviewer — find technical, methodological, claim-level, and cross-section issues; keep script-backed findings separate from reviewer judgment; return a structured issue bundle plus a revision roadmap. Use it for audit and review, not as the first tool for source editing, sentence rewriting, or build fixing. A script-backed PRESUBMISSION layer handles final-week mechanical checks (em dashes, AI-tone term frequency, abstract completeness, LaTeX citation/label/equation hygiene, paragraph-shape weak signals, concrete captions). It plugs into existing modes and is not a separate public mode; see references/PRESUBMISSIONGUIDE.md. Requirements: .tex/.typ audit needs only the Python standard library. PDF mode needs pip install pymupdf (the enhanced extraction path also needs pymupdf4llm); both are optional and lazily imported — a .pdf input without them fails with a clear install hint. What This Skill Produces quick-audit: fast submission-readiness screen with script-backed findings, incl. PRESUBMISSION deep-review: reviewer-style structured issue bundle with major/moderate/minor findings gate: PASS/FAIL calibrated for submission blockers; PRESUBMISSION Major/Minor stay advisory re-audit: compare current issue bundle against a previous audit, incl. mechanical regressions polish: precheck-only handoff into a polishing workflow The primary product is no longer just a score: the deep-review workspace root contains exactly four reader-facing files — reviewreport.md, revisionsuggestions.md, and their HTML twins — with everything else under artifacts/. Full artifact map and the --lang en zh report-language rules: references/output-layout.md. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills bahayonghang/paper-audit