What problem does it solve? Before submitting or defending a paper or thesis, researchers risk unsupported claims, unverified citations, mismatched figures, and missing reproducibility records slipping through. This Skill acts as the final quality gate, systematically checking every claim, citation, figure, and artifact against raw evidence. ## Core Features & Use Cases - Claim and Evidence Auditing: Extracts quantitative claims and verifies each against raw result files, flagging number inflation, best-seed cherry-picking, config mismatches, and scope overclaims. - Citation and Reference Verification: Checks citation existence, metadata accuracy, sentence-level support, and Zotero/Scite/Semantic Scholar provenance. - Tiered Audit Workflow: Supports quick, advisor, and final audit tiers with prioritized P0-P3 issue routing to the correct revision skill. - Use Case: Before submitting a thesis, run a final-tier audit to produce a claim audit table, citation issue table, figure readiness checks, reproducibility checklist, and a prioritized fix list routed to writing, figures, or literature skills. ## Quick Start Use the research-final-audit skill to run a final-tier audit of my thesis manuscript before submission.
