Improve scientific collaboration in AI-assisted research. Citation validation, claim verification, cross-file consistency.
Agent
Verify figure caption numerics against their summary.json sidecars. For each figure section in an INDEX.md, walks the linked stats dump, extracts numerics from the caption prose, and matches them. Catches stale prose where a value drifted between figure regeneration and caption update. Sibling to citation-audit…
Agent
Review research artifacts for scientific rigor before they're committed or pushed. Catches framing errors (nulls as detection limits, p-values without effect+CI, undefined metrics), unsupported claims, and presentation problems. Sibling to citation-audit (which checks citation structure) and the planned claim-audit…