Claude Code plugin to help with different phases of research.
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Surveys published work on a topic — searches arXiv, Semantic Scholar, and the web, verifies every citation exists, and returns a structured comparison with gaps and open problems. Use for SOTA overviews, related-work sections, and novelty checks on a research idea.
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Edits drafts for AI-writing patterns and unclear exposition per the scientific-prose skill. Use as a final pass on any section before it's considered done. Returns a diff-style list of changes with reasons, not just a rewritten document.
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Reviews research idea docs, experiment designs, and results drafts adversarially, looking for unchecked novelty claims, confounds, weak baselines, cherry-picking, and claims not supported by the reported evidence. Use before committing to a research idea, before running an expensive experiment, or before finalizing…
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Checks that every numeric claim in a results draft traces back to a file in experiments/results/, that variation across seeds is reported, and that the stated statistical test matches what the data supports. Use before sharing any results draft.
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Independently verifies mathematical derivations, proofs, and bounds. Use proactively whenever a derivation is added or changed, or when explicitly asked to check the math in a section. Returns a verdict per claim (correct / incorrect / unverified) with reasoning, never a general impression.