Research Integrity Python Packages

citevahti

Run unit tests on your manuscript. Check every manuscript claim against its cited evidence. Human-first, AI-second, Zotero-audited, local-first.

warrantos

WarrantOS: a stdlib-only Claude Code plugin and CLI that holds AI-assisted writing to a burden of proof - every load-bearing claim needs a source, a [CITE NEEDED], or a logged BLOCK - catches AI scaffold residue, and seals each run into an offline-verifiable .warrant audit trail. MIT.

ghostcite

Deterministic, no-LLM CLI that catches ghost citations — when the author/year you cited doesn't match the DOI's CrossRef record (+ retraction flags).

aletheia-probe

Tool for automatically detecting predatory journals and conferences using multiple authoritative data sources

vahtian

Reproducible, provenance-first evidence tooling — freeze a corpus, verify it, keep a hash-chained audit trail. Human-first, auditable, local-first.

rigorously

Automated research quality assurance — catches fabricated citations, overclaimed results, irreproducible numbers, and statistical misinterpretations.