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Ccf Integrity Auditor

  • 25 installs
  • 1.5k repo stars
  • Updated July 8, 2026
  • mikubaka88/ccfa-skills

Audit research-paper integrity by tracing claims to evidence, numbers to results, and citations to real cited works, marking unsupported items instead of inventing fixes.

About

This skill audits CCF paper integrity for claim-support alignment, numeric and terminology consistency, figure/table-to-text consistency, and citation and BibTeX correctness. A developer uses it for evidence and citation verification, and it marks unsupported items rather than repairing them by invention.

  • Traces claims to evidence, numbers to results, and citations to real works
  • Marks unsupported items instead of fabricating fixes

Ccf Integrity Auditor by the numbers

  • 25 all-time installs (skills.sh)
  • Ranked #702 of 1,352 Code Review & Quality skills by installs in the Skillselion catalog
  • Data as of Aug 5, 2026 (Skillselion catalog sync)
npx skills add https://github.com/mikubaka88/ccfa-skills --skill ccf-integrity-auditor

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Listed on Skillselion
Installs25
repo stars1.5k
Last updatedJuly 8, 2026
Repositorymikubaka88/ccfa-skills

What it does

Audit research-paper integrity by tracing claims to evidence, numbers to results, and citations to real cited works, marking unsupported items instead of inventing fixes.

Files

SKILL.mdMarkdownGitHub ↗

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

1. Identify supplied manuscript, figures/tables/results, bibliography, ccfa.yaml, and requested audit mode. 2. Build a claim-evidence matrix and mark each claim as supported, partially supported, unsupported, overstated, or unclear. 3. Cross-check all reported values across text, tables, figures, captions, abstracts, and conclusions. 4. For citation audit, verify only existing citations unless the user asks for new literature; broad search belongs to ccf-literature-searcher. 5. For any questionable citation, separate metadata problems from context-support problems. 6. Hand off to ccf-paper-reviewer for full scientific judgment and to ccf-paper-writer for safe wording edits.

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:

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