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Systematic peer review toolkit. Evaluate methodology, statistics, design, reproducibility, ethics, figure integrity, reporting standards, for manuscript and grant review across disciplines.
Passed 21 of 22 test cases with the skill, and 12 of 22 without it.
and 8 more in the full report
9 fixed12 passed either way1 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 9 test cases the skill fixed. Same model, same prompt, with and without the skill.
You are initializing an image-based peer review of a conference slide presentation cardiology_deck.pdf. What exact log lines must be printed at the start of the review process to document the inspection state?
| Checked | Without skill | With skill |
|---|---|---|
| prints [HH:MM:SS] PEER REVIEW: Presentation detected - converting to images for review | Missed | Passed |
| prints [HH:MM:SS] PDF REVIEW: NEVER reading PDF directly - using image-based inspection | Missed | Passed |
The instructions your model reads when the skill loads.
Peer review is a systematic process for evaluating scientific manuscripts. Assess methodology, statistics, design, reproducibility, ethics, and reporting standards. Apply this skill for manuscript and grant review across disciplines with constructive, rigorous evaluation.
This skill should be used when:
Related Resource: The venue-templates skill provides reviewer_expectations.md with detailed guidance on what reviewers look for at different venues (Nature/Science, Cell Press, medical journals, ML conferences). Use this to calibrate your review standards to the target venue.
When creating documents with this skill, always consider adding scientific diagrams and schematics to enhance visual communication.
If your document does not already contain schematics or diagrams:
test cases passed, vs 12 / 22 without
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