cross-source-fact-verification

Cross-source fact verification extracts verifiable claims from drafts and cross-references them against independent sources like git history, logs, and MEMORY.md to produce a verified timeline and corrected assertions for editors.

You can verify causal statements and sequences by applying cross-source fact-checking against independent sources like existing articles, notes, and memory of learned skills to determine their reliability before publication.

Independent sources for cross-referencing factual claims include logs, MEMORY.md, git history, file timestamps, existing articles, drafts, and memory of learned skills to validate dates, counts, and order.

Yes, you can use file timestamps and git history to validate misremembered facts in drafts by mapping them as independent sources to specific claims, cross-referencing results to reduce errors before publication.

The best way to cross-check draft facts is extracting verifiable claims and mapping them to independent sources like logs, MEMORY.md, and git history, producing a verified timeline of corrected assertions for writers and editors.

You should use cross-source verification when drafts contain factual claims that might be wrong or misremembered, applying it to dates, counts, sequences, and causal statements across drafts, reports, and notes to reduce publication errors.