ccf-integrity-auditor

Original：🇺🇸 English

Translated

Audit CCF paper integrity: claim-support alignment, result-to-claim consistency, numeric consistency, terminology consistency, figure/table-to-text consistency, existing citation existence, BibTeX metadata, and citation-context support. Use for evidence audit, citation audit, consistency check, 引用核验, claim审计, 数字一致性. Do not perform full scientific review or broad literature search.

3installs

Sourcemikubaka88/ccfa-skills

Added on2026-08-13

NPX Install

npx skill4agent add mikubaka88/ccfa-skills ccf-integrity-auditor

SKILL.md Content

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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-reviewer
```
for full scientific judgment and to
```
ccf-paper-writer
```
for 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

text

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: