mcclain-thiel/omnisci/literature-review

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Review scientific literature with traceable searches, claim-level citations, evidence grading, and explicit gaps. Use for state-of-the-art reviews, evidence maps, paper comparison, and citation checking.

Install

npx vskill@latest install mcclain-thiel/omnisci/literature-review

SKILL.md

Literature review

Define the question, scope, date range, study types, and inclusion/exclusion criteria before broad searching. Record the actual queries and databases or search engines used so the review can be updated.

Prefer primary studies for empirical claims and authoritative reviews for orientation. For each important claim, check the source itself and capture:

  • population or system;
  • intervention/exposure and comparator;
  • outcome and effect estimate;
  • design, sample size, uncertainty, and major limitations;
  • whether the source supports, contradicts, or only contextualizes the claim.

Separate consensus, active disagreement, and missing evidence. Do not count several papers using the same cohort or dataset as independent replications. Never cite a paper from title/snippet relevance alone.

Return a concise synthesis plus an evidence table when the task is broad enough to benefit from one.

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