ccf-integrity-auditor

ccf-integrity-auditor is a skill for Claude Code, Codex from mikubaka88/CCFA-Skills. It costs 72 tokens per session (710 once invoked), scanned A, original, MIT.

A paper-checking tool for auditing whether research claims, results, numbers, figures, tables, terminology, and citations agree with the supplied evidence. CCF refers to China's Computer Federation, which maintains a commonly used list of research conferences and journals.

In plain words
What is it for?
Use it to audit claims, reported numbers, tables and figures, or existing citations in a research paper. It can also check BibTeX records, such as duplicate keys and inconsistent DOI, arXiv, or venue details.
Why use it?
It helps find claims that are unsupported or overstated, numbers that conflict across the paper, and citations whose details or surrounding use do not check out. It marks problems instead of filling gaps with invented information.

Skill for Claude CodeCodex

Written for Claude Code and Codex: shipped in a Claude Code plugin, but also agents/openai.yaml present.

Part of the ccfa-skills plugin — 17 skills shipped together

Good fit Use it to audit claims, reported numbers, tables and figures, or existing citations in a research paper. It can also check BibTeX records, such as duplicate keys and inconsistent DOI, arXiv, or venue details.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/mikubaka88/ccfa-skills/ccf-integrity-auditor
About the project

CCFA Skills is a family of agent skills that helps researchers develop the storyline and presentation of CCF-A research papers. It supports work across research ideas, literature, experiments, writing, figures, reviews, rebuttals, and submission while keeping the argument connected. The catalogue entry consists of the project's research-writing skills and plugin.

mikubaka88/CCFA-Skills · 2,395 stars · on GitHub

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add mikubaka88/CCFA-Skills --skill ccf-integrity-auditor
Clone the repo
git clone --depth 1 https://github.com/mikubaka88/CCFA-Skills

Made for: Claude Code, Codex.

Or install ccfa-skills, the plugin that ships this one along with the rest of its 17 skills.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for ccf-integrity-auditor

README.md
[![agentmods](https://agentmods.dev/badge/skills/mikubaka88/ccfa-skills/ccf-integrity-auditor/github.svg)](https://agentmods.dev/skills/mikubaka88/ccfa-skills/ccf-integrity-auditor)
Your own site
<a href="https://agentmods.dev/skills/mikubaka88/ccfa-skills/ccf-integrity-auditor"><img src="https://agentmods.dev/badge/skills/mikubaka88/ccfa-skills/ccf-integrity-auditor/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for ccf-integrity-auditor

Your own site · 80×15
<a href="https://agentmods.dev/skills/mikubaka88/ccfa-skills/ccf-integrity-auditor"><img src="https://agentmods.dev/badge/skills/mikubaka88/ccfa-skills/ccf-integrity-auditor.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 72 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 710 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • Socket pass 6 Sept 2026
  • Snyk pass 6 Sept 2026
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00072 $0.00710
Opus 5 $0.00036 $0.00355
Sonnet 5 $0.00014 $0.00142
Haiku 4.5 $0.00007 $0.00071

Measured 5d ago against content hash fde3deba4c2d, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

ccf-integrity-auditor scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

ccf-integrity-auditor/SKILL.md · 56 lines

How it starts

The opening of the file, as written. The whole thing — 56 lines — stays where its author put it; the contents beside it link to each section on GitHub.

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 the reported values within the requested scope across text, tables, figures, captions, abstracts, and conclusions. Use deterministic arithmetic for deltas, units, metric direction, and rounding. Distinguish not comparable from inconsistent.
  4. For citation audit, verify the identity and context support of existing citations through primary sources; metadata existence alone does not establish support. Batch independent identifiers when possible. Seek new literature only when requested; broad discovery 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.
  7. 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:

Read the full file on GitHub · 56 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 5d ago Changed · +6 lines · -14 tokens per session fde3deba4c2d
  2. 11d ago First seen · 50 lines · 86 tokens per session scan A fa15687ab853

Subscribe to this mod's changes

ccf-integrity-auditor is a skill published in the GitHub repository mikubaka88/CCFA-Skills (2,395 stars, last pushed 5d ago), licensed MIT. It adds 72 tokens to every session and 710 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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