During the pre-evaluation pipeline, every cited Markdown link is scanned and checked via lightweight HTTP range requests that verify destination liveness while guarding against network errors. Rather than deleting entire sentences, broken citations are processed in reverse document order to cleanly unwrap the hyperlinked text into plain prose, while strict safeguards ensure the core money link is never removed.