Individual skill

paper-autoraters

Run the four paper-quality autoraters from PaperOrchestra (arXiv:2604.05018, App. F.3) — Citation F1 (P0/P1 partition + Precision/Recall/F1), Literature Review Quality (6-axis 0-100 with anti-inflation rules), SxS Overall Paper Quality (side-by-side), and SxS Literature Review Quality (side-by-side). TRIGGER when the user asks to "score this paper draft", "evaluate against the benchmark", "compare two papers", or "run the autoraters".

skills/paper-autoraters/SKILL.md

Source commit 6a319132932ee031e2d759b0f7f5075cf77bd1cf

What was checked

Matches the observed repository HEAD

Yes

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Yes

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No

Skill scan complete

No

Observed behavior

Local scripts

Last checked

Nov 10, 2026

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