Agent skill

Ccf Integrity Auditor

by mikubaka88 in mikubaka88/CCFA-Skills

Audit existing CCF claims, numbers, terminology, and citations against supplied or verified evidence.

MITAuto-check passedResearch & Science

Install Ccf Integrity Auditor

skills CLI
$ npx skills add mikubaka88/CCFA-Skills --skill ccf-integrity-auditor -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install mikubaka88/CCFA-Skills ccf-integrity-auditor --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/mikubaka88/CCFA-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/ccf-integrity-auditor .claude/skills/ccf-integrity-auditor && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
ccf-integrity-auditor
GitHub stars
3k
Token cost
~1.1k tokens
SKILL.md length
455 words
Files
2
Skills in repo
17
Repo updated
First seen
Licence
MIT

At a glance

Audit existing CCF claims, numbers, terminology, and citations against supplied or verified evidence.

  • Works in 7 steps: Identify supplied manuscript,… → Build a claim-evidence matrix and mark… → Cross-check the reported values within… → …
  • BibTeX/context checks
  • SKILL.md covers Family File Contract, Collaboration Contract, Core Rule and Modes, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Ccf Integrity Auditor is an agent skill from mikubaka88/CCFA-Skills. Audit existing CCF claims, numbers, terminology, and citations against supplied or verified evidence. Use for 引用核验, claim审计, 数字一致性, and BibTeX/context checks. Full scientific review belongs to ccf-paper-reviewer; new literature discovery belongs to ccf-literature-searcher.

Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `agents/openai.yaml`).

It sits in Research & Science, covering Citation management. It works with LaTeX. The repository describes itself as: A skill family for shaping the research storyline of CCF-A papers. The licence is MIT.

When your agent uses it

  • BibTeX/context checks
  • Tasks that involve Citation management

Example prompts

  • “/ccf-integrity-auditor”

Workflow steps

7 steps, taken from the first numbered list in SKILL.md.

  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…
  4. For citation audit, verify the identity and context support of existing citations through primary sources; metadata existence alone does…
  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…

What it can do on your machine

Read from SKILL.md and the folder at commit 5969e6b. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Ccf Integrity Auditor loads about 1.1k tokens when it runs. Until then it costs about 74 tokens; SKILL.md has 455 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~74
When it runs · the whole SKILL.md, loaded when a task matches
~1.1k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from mikubaka88/CCFA-Skills at commit 5969e6b, republished under its MIT licence (© mikubaka88). 455 words, ~1,148 tokens.

Download SKILL.mdSave it as .claude/skills/ccf-integrity-auditor/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
ccf-integrity-auditor
description
Audit existing CCF claims, numbers, terminology, and citations against supplied or verified evidence. Use for 引用核验, claim审计, 数字一致性, and BibTeX/context checks. Full scientific review belongs to ccf-paper-reviewer; new literature discovery belongs to ccf-literature-searcher.

CCF Integrity Auditor

Family File Contract

Before writing, resolve the canonical output and one stable working directory per task/artifact. Reuse explicit or established task paths; otherwise use project-root ccfa-workfiles/<purpose>/<artifact-id>/, with source/, assets/, cache/, and build/ only as needed. Update current files in place; do not scatter intermediates or create iteration copies. Preserve inputs and required evidence; clean only verified disposable files created by this task. Use UTF-8 text I/O and check Chinese text after saving or rendering. For file work, apply artifact-contracts.md and reuse the same paths across skill transitions.

Collaboration Contract

Before specialist execution, read and apply ccf-humanization first, then ccf-common. At every handoff, reuse their applicable active rules or refresh missing/changed ones. Both preflights are required even without prose; detailed editing, experiment, and maintenance modes run only when relevant.

Keep one integrating owner and actively use other skills to resolve missing prerequisites or check material findings. Reuse applicable evidence; do not skip necessary groundwork to save tokens. Before finalizing, integrate contributions and verify affected results. Follow the conditional cooperation routes; avoid unrelated stages and duplicate reports.

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.
Show full SKILL.md (209 more words)Show less

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

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:

Execution Boundaries

Follow ../ccf-common/references/handoff-modes.md, ../ccf-common/references/task-modes.md, and ../ccf-common/references/privacy-and-evidence.md. Finish the checkable portions when an attachment or source is missing. Report exact file/page/table locations, affected values or claims, evidence, and severity; mark unverified coverage separately from failures. An audit request does not authorize manuscript rewriting. Use existing authorization for explicitly requested fixes and preserve raw measurements.

© mikubaka88, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file in ccf-integrity-auditor of mikubaka88/CCFA-Skills.

  • SKILL.md
  • agents/openai.yaml

Open the folder on GitHubat commit 5969e6b

Compare with similar skills

Ccf Integrity Auditor next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Ccf Integrity Auditor compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Ccf Integrity Auditor this skillmikubaka88/CCFA-Skills3k—~1.1kAutomated safety check: PassMIT
Citation Managementneflibata-feng/MyArxiv-Agent12619 repos~8.1kAutomated safety check: NotesMIT
Academic Paper Writing PipelineImbad0202/academic-research-skills51k—~16kAutomated safety check: PassCustom licence
Literature Review AgentAr9av/PaperOrchestra6791 repos~5.2kAutomated safety check: PassCustom licence
Academic Searchustc-ai4science/academic-search668—~1.1kAutomated safety check: PassMIT
Collaborating With Claudeappautomaton/latex-arxiv-SKILL4581 repos~1.5kAutomated safety check: PassMIT

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All 17 skills in this repo
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  • Ccf Common

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  • Ccf Experiment Designer

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  • Ccf Humanization

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Works with

Questions about Ccf Integrity Auditor

What does Ccf Integrity Auditor do?

Audit existing CCF claims, numbers, terminology, and citations against supplied or verified evidence. Ccf Integrity Auditor is an agent skill from mikubaka88/CCFA-Skills. Audit existing CCF claims, numbers, terminology, and citations against supplied or verified evidence.

When should I use Ccf Integrity Auditor?

Ccf Integrity Auditor fits situations like: bibTeX/context checks; tasks that involve Citation management.

How do I install Ccf Integrity Auditor in Claude Code?

Run `npx skills add mikubaka88/CCFA-Skills --skill ccf-integrity-auditor -a claude-code`. Or copy the skill folder (ccf-integrity-auditor in mikubaka88/CCFA-Skills) into .claude/skills/ccf-integrity-auditor in your project. Claude Code loads it when a task matches its description.

How do I install Ccf Integrity Auditor in Codex?

Run `npx skills add mikubaka88/CCFA-Skills --skill ccf-integrity-auditor -a codex`. Or copy the skill folder (ccf-integrity-auditor in mikubaka88/CCFA-Skills) into .agents/skills/ccf-integrity-auditor in your project. Codex loads it when a task matches its description.

Can I use Ccf Integrity Auditor in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add mikubaka88/CCFA-Skills --skill ccf-integrity-auditor -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ccf-integrity-auditor, .gemini/skills/ccf-integrity-auditor, .github/skills/ccf-integrity-auditor and .opencode/skills/ccf-integrity-auditor in your project.

What does Ccf Integrity Auditor need to run?

SKILL.md names no scripts, command-line tools or credentials: Ccf Integrity Auditor is instructions for the agent only.

Does Ccf Integrity Auditor access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Ccf Integrity Auditor safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Ccf Integrity Auditor use?

Ccf Integrity Auditor is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Ccf Integrity Auditor use?

About 1.1k tokens (SKILL.md is roughly 4.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Ccf Integrity Auditor?

Skills that share tags, products or a category with Ccf Integrity Auditor: Citation Management (neflibata-feng/MyArxiv-Agent, 126 stars), Academic Paper Writing Pipeline (Imbad0202/academic-research-skills, 51k stars), Literature Review Agent (Ar9av/PaperOrchestra, 679 stars) and Academic Search (ustc-ai4science/academic-search, 668 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Ccf Integrity Auditor?

mikubaka88 (a GitHub user) maintains it in mikubaka88/CCFA-Skills, which has 3,015 GitHub stars. The repository holds 17 skills in this directory. The repository was last updated on September 16, 2026.

Source: mikubaka88/CCFA-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.