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.pdffile. - Review evaluation criteria in
$SKILL_DIR/references/REVIEW_CRITERIA.mdand$SKILL_DIR/references/CHECKLIST.md. - Run the orchestrator:
python $SKILL_DIR/scripts/audit.py $ARGUMENTS. - Present the MD report directly to the user. Distinguish between automated findings and LLM-judgment scores.
- If in
reviewmode, read$SKILL_DIR/references/SCHOLAR_EVAL_GUIDE.mdand formulate LLM assessments for Novelty, Significance, Ethics, and Reproducibility. - If in
polishmode, read.polish-state/precheck.jsonand 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.pdfpath when arguments are missing. - Report command output and exit code when audit execution fails.