Rendered from the source repository. Headings, examples, code, tables, links, and referenced images are preserved.
CCF Integrity Auditor
Core Rule
Trace each important claim to supplied evidence, each number to supplied results, and each citation to a real cited work and a supported citation context. Mark unsupported items instead of repairing them by invention.
Modes
claim-audit: claim-support and result-to-claim consistency.numeric-audit: numbers, units, table/figure/text agreement, deltas, and metric direction.citation-audit: already cited papers, BibTeX metadata, duplicate keys, DOI/arXiv/venue sanity, and citation-context support.full: all integrity checks.
Workflow
- Identify supplied manuscript, figures/tables/results, bibliography,
ccfa.yaml, and requested audit mode. - Build a claim-evidence matrix and mark each claim as supported, partially supported, unsupported, overstated, or unclear.
- Cross-check all reported values across text, tables, figures, captions, abstracts, and conclusions.
- For citation audit, verify only existing citations unless the user asks for new literature; broad search belongs to
ccf-literature-searcher. - For any questionable citation, separate metadata problems from context-support problems.
- Hand off to
ccf-paper-reviewerfor full scientific judgment and toccf-paper-writerfor safe wording edits. - If the numbers and claims are consistent but the figure/table layout, caption placement, palette, float order, or rendered readability is weak, hand off to
ccf-visual-composer.
Output Contract
Mode:
Artifacts checked:
Claim-evidence matrix:
Numeric consistency findings:
Citation metadata findings:
Citation-context findings:
Severity:
Safe edit suggestions:
Next CCFA owner:
No-invention status:
