lit-audit

What problem does it solve?

This Skill addresses the challenge of verifying the factual accuracy of academic literature review manuscripts by meticulously cross-referencing quantitative claims with source extraction notes.

Core Features & Use Cases

• Factual Accuracy Verification: Cross-checks metric values, dataset names, model names, and sample sizes against source extraction notes.
• Manuscript Review Support: Useful before any style editing pass to ensure numbers are consistent with their sources.
• Use Case: For instance, a researcher using this Skill can automatically verify if the number of subjects in a clinical study matches the number stated in the manuscript's text.

Quick Start

Invoke the lit-audit skill to automatically audit the factual fidelity of your manuscript, providing a comprehensive report of matched, mismatched, and uncited claims.