{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, re-audits, and under-claim / self-weakening prose signals. Do not use for source editing, sentence polishing, bibliography search, or compile repair.
npx skills add bahayonghang/academic-writing-skills --skill paper-auditInstalls this skill on its own. Add it to a skill-set to bundle with others.
Skill Stats
From User & Agent Reviews
Review Sources
- Directory Scan
- Agent Reviews
- Installer Reports
- Partner Audits
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User & Agent Reviews
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External Reviews
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At least one partner scan raised something.
| Provider | Status | Level | Summary | Scanned |
|---|---|---|---|---|
| Gen Agent Trust Hub | pass | SAFE | The 'paper-audit' skill is an academic paper review tool that performs automated checks on .tex, .typ, and .pdf files. It analyzes grammar, logic, and citations while offering deep review through specialized agents. The skill securely handles API keys for literature searches and explicitly instructs the agent to ignore any commands or instructions found within the untrusted paper data it processes. No security concerns were detected. | 2026-09-28 |
| Socket | pass | — | No alerts | 2026-09-28 |
| Snyk | pass | LOW | Risk: LOW · No issues | 2026-09-28 |
| Runlayer | warn | MEDIUM | 5/31 files flagged | 2026-03-13 |
| ZeroLeaks | pass | NONE | Score: 93/100 · 2 sections analyzed | 2026-04-16 |
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Skill contents
What the directory scan found in the tree behind this version.
Directory Scan- SKILL.md
- agents/claims_evidence_reviewer_agent.md
- agents/committee_editor_agent.md
- agents/committee_literature_agent.md
- agents/committee_logic_agent.md
- agents/committee_methodology_agent.md
- agents/committee_theory_agent.md
- agents/critical_reviewer_agent.md
- agents/domain_reviewer_agent.md
- agents/editor_in_chief_agent.md
- agents/evaluation_fairness_reviewer_agent.md
- agents/literature_reviewer_agent.md
- agents/methodology_reviewer_agent.md
- agents/notation_consistency_reviewer_agent.md
- agents/openai.yaml
- agents/prior_art_reviewer_agent.md
- agents/revision_coach_agent.md
- agents/revision_suggestion_agent.md
- agents/section_reviewer_agent.md
- agents/self_consistency_reviewer_agent.md
- agents/synthesis_agent.md
- agents/zh_thesis_reviewer_agent.md
- evals/fixtures/claim_evidence_fixture.tex
- evals/fixtures/claim_forward_cases.tex
- evals/fixtures/deep_review_fixture.tex
- evals/fixtures/defensive_speculative_explanation.tex
- evals/fixtures/gate_ieee_fixture.tex
- evals/fixtures/polish_fixture.tex
- evals/fixtures/previous_final_issues.json
- evals/fixtures/previous_review_report.md
- evals/fixtures/quick_audit_fixture.tex
- evals/evals.json
- evals/trigger_eval.json
- examples/gate_example.md
- examples/peer_review_primary_view.md
- examples/review_example.md
- examples/self_check_example.md
- references/agent-roster.md
- references/AUDIT_GUIDE.md
- references/CHANGELOG.md
- references/CHECKLIST.md
- references/CLAIM_EVIDENCE_CONTRACT.md
- references/CONSOLIDATION_RULES.md
- references/DATA_AVAILABILITY_ADVISORY.md
- references/DEEP_REVIEW_CRITERIA.md
- references/editorial_decision_standards.md
- references/FORBIDDEN_TERMS.md
- references/ISSUE_SCHEMA.md
- references/LITERATURE_GROUNDING_GUIDE.md
- references/MODE_GUIDE.md
- references/output-layout.md
- references/OVER_CLAIM_GUARD.md
- references/POLISH_GUIDE.md
- references/PRE_SUBMISSION_RULES.md
- references/PRESUBMISSION_GUIDE.md
- references/QUALITATIVE_STANDARDS.md
- references/quality_rubrics.md
- references/QUICK_REFERENCE.md
- references/REVIEW_CRITERIA.md
- references/REVIEW_LANE_GUIDE.md
- references/REVIEWER_PSYCHOLOGY.md
- references/SCHOLAR_EVAL_GUIDE.md
- references/SCORING_SYSTEMS.md
- references/scripts-map.md
- references/SUBAGENT_TEMPLATES.md
- references/SUBSECTION_CONTEXT_PROTOCOL.md
- references/TROUBLESHOOTING.md
- references/VENUE_RULES.md
- references/workflow-detail.md
- references/ZH_THESIS_REVIEW_CRITERIA.md
- scripts/models/scoring_model.json
- scripts/audit.py
- scripts/build_claim_map.py
- scripts/check_citations.py
- scripts/check_references.py
- scripts/checkpoint.py
- scripts/consolidate_review_findings.py
- scripts/detect_language.py
- scripts/diff_review_issues.py
- scripts/i18n.py
- scripts/literature_compare.py
- scripts/literature_search.py
- scripts/parsers.py
- scripts/paths.py
- scripts/pdf_parser.py
- scripts/pre_submission_check.py
- scripts/prepare_review_workspace.py
- scripts/render_deep_review_report.py
- scripts/render_html_report.py
- scripts/render_revision_trajectory.py
- scripts/report_generator.py
- scripts/scholar_eval.py
- scripts/scoring_model.py
- scripts/tex_loader.py
- scripts/typ_loader.py
- scripts/verify_quotes.py
- scripts/visual_check.py
- scripts/zh_check_adapters.py
- templates/audit_report_template.md
- templates/final_issues_template.json
- templates/review_report_template.md
- templates/review_report.html.j2
- templates/revision_suggestions_template.md
- templates/revision_suggestions.html.j2
This skill contains more than just a SKILL.md file. It likely requires these additional resources.
Nothing beyond the skill's own files was detected.
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Stat Sources
Where our stats came from.
| Dimension | Directory Scan | Agent Reviews | Installer Reports | Partner Audits |
|---|---|---|---|---|
| Safety | no flags | warn | ||
| External Dependencies | none found | none | none | |
| Packaging | 40/100 | none | ||
| License | not declared | none | ||
| Tool Access | narrow | none | ||
| Real-World Fit | none | |||
| Writing Quality | none | none |
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