Autoverifier · yuntaod bundle Rigorously verify the claims in a scientific or technical paper (or any research artifact) using the AutoVerifier six-layer protocol — corpus building, claim-triple extraction with provenance, intra-document consistency and overclaim detection, cross-source triangulation with contradiction root-cause analysis, external/commercial signal corroboration, and a final hypothesis matrix with a technology-maturity rating. Use this skill whenever the user wants to fact-check, audit, stress-test, peer-review, or assess the validity, reproducibility, novelty, or maturity of a paper, preprint, technical report, or "breakthrough" announcement, or asks whether a result is overclaimed, genuinely novel, independently corroborated, or commercially motivated — even if they never say the word "verify". Also trigger for literature triangulation, conflict-of-interest checks on authors, or technology-readiness / S&TI (scientific & technical intelligence) assessment.
