paper-audit

Paper Audit Skill Unified academic paper auditing across formats and languages. Steps Parse the paper path and mode from $ARGUMENTS . If missing, confirm the target .tex , .typ , or .pdf file. Review evaluation criteria in $SKILL_DIR/references/REVIEW_CRITERIA.md and $SKILL_DIR/references/CHECKLIST.md . Run the orchestrator: python $SKILL_DIR/scripts/audit.py $ARGUMENTS . Present the MD report directly to the user. Distinguish between automated findings and LLM-judgment scores. If in review mode, read $SKILL_DIR/references/SCHOLAR_EVAL_GUIDE.md and formulate LLM assessments for Novelty, Significance, Ethics, and Reproducibility. If in polish mode, read .polish-state/precheck.json and spawn nested tasks for the Critic Agent and Mentor Agents as defined in the original workflow specifications. Examples Run python $SKILL_DIR/scripts/audit.py $ARGUMENTS . Run python $SKILL_DIR/scripts/audit.py paper.pdf --mode review . Troubleshooting Provide a valid .tex , .typ , or .pdf path when arguments are missing. Report command output and exit code when audit execution fails.