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Get Started Free →Review regression outputs, tables, and graphs for publication readiness. Use when the user asks whether a result is ready for a paper, appendix, seminar, referee response, or coauthor review.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | -24% | 0% |
| case-05 | ✗→✓ | ▲ Improved | -78% | 0% |
| case-06 | ✗→✓ | ▲ Improved | -34% | 0% |
| case-02 | ✓→✓ | ＝ Same ✓ | -31% | 0% |
| case-03 | ✓→✓ | ＝ Same ✓ | -12% | 0% |
Use this skill when editorial quality matters.
Read references/checklist.md for the review checklist and use scripts/graph_qa_checklist.py when generating a graph-specific QA pass.
Other measured skills in the registry, with their headline benchmark lift.