What problem does it solve?
This Skill prevents manuscript integrity failures by verifying that each bibliography entry is real, accurately described, and actually supports the specific claims where it is cited.
Core Features & Use Cases
- Existence & authenticity checks: confirms cited works can be located online via arXiv/DOI/venue records.
- Metadata correctness verification: validates authors, title, year, and venue against canonical indexes (e.g., DBLP, ACL Anthology, OpenReview).
- Context appropriateness auditing: evaluates whether the cited paper truly supports the surrounding sentence claim, flagging wrong-context, weak, or unsupported uses.
- Optional uncited-entry detection: when enabled, reports bib entries that appear unused in the paper as a detect-only advisory.
- Action-safe operation: supports a soft-only mode that freezes bib files and proposes sentence rewrites instead of mutating
.bib.
Quick Start
Run citation-audit on your paper directory (or provide your bib file) to produce CITATION_AUDIT.md and CITATION_AUDIT.json with per-reference verdicts and context audit results.