Use when peer-reviewing or editing someone else's manuscript — checking whether each cited source supports the claim it is attached to, and producing a structured reviewer report of unsupported or overstated claims. Read-only, never writes to the author's Zotero and never rewrites their text. Uses the same blinded…
Use when checking an existing reference list or bibliography before submission — flagging retracted papers and expressions of concern, spotting citations whose cited source does not support the claim, and producing a pre-submission triage list. Screens the bibliography you already have, before a reviewer does.…
Use when handling a CiteVahti user report — triaging a bug report or pilot-user email, updating the known-issues register, drafting a support reply, or deciding whether a report needs immediate escalation. Data-loss and false-verified reports escalate immediately. Maintainer-facing; mandatory from the first paying…
Use when a researcher wants to draft or extend manuscript text using checked citations, when they have reviewed evidence in MatchVahti or MatchVahti-Lite and marked places in a paper needing a reference, or when AI-assisted writing should draw only on claims that passed the human → AI → adjudication workflow.
CiteVahti — citation-integrity and provenance for research synthesis: a blinded human->AI->adjudication dual-rating workflow with decision-gated, undoable Zotero write-back (single-user, local-first; searches PubMed, OpenAlex, Semantic Scholar, Crossref). Runs locally from the citevahti Python package.