What citation formats does this skill support?

It automatically extracts standard author-year formats including Author (Year), (Author, Year), and Author et al. (Year).

What happens if a citation is flagged as 'Ambiguous'?

An Ambiguous status means multiple matches were found in your library, prompting you to perform a manual check using the skill's Layer 2 or Layer 3 verification commands.

Does it verify the actual content of the cited paper?

Yes, the Layer 3 check validates whether the claims made in your text align with the actual findings and content of the referenced document.

Can I use this for an entire research project?

Yes, the skill supports workspace-wide validation, allowing you to check all files within a specific project directory at once.

How does Citation Check prevent AI hallucinations?

It cross-references every extracted citation against your local scholaraio library to ensure the paper exists and the metadata matches the source.

Citation Check

Name: Citation Check
Author: ZimoLiao

byZimoLiao

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265

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内容管理

Verifies academic citations against local knowledge bases to eliminate AI hallucinations and metadata errors.

The Citation Check skill for Claude Code ensures the integrity of academic and professional writing by cross-referencing citations against the Scholar All-In-One (scholaraio) local knowledge base. It automatically detects hallucinated references, incorrect metadata (such as wrong years or journals), and missing papers, providing a multi-layered verification process that includes DOI validation and content consistency checks to guarantee that every reference in your manuscript is accurate and verifiable.

主要功能

01Automated extraction and matching of author-year citation formats.

02Detailed status reporting with Verified, Ambiguous, and Missing categories.

03Real-time detection of AI-generated hallucinated or suspicious references.

04Multi-layered verification including metadata, DOI, and content consistency.

05265 GitHub stars

06Workspace-wide scanning for comprehensive research project auditing.

使用场景

01Validating that technical claims in a document match the actual findings in the cited papers.

02Auditing human-written manuscripts for accidental metadata errors and typos.

03Fact-checking AI-generated research drafts to catch fabricated references before submission.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add zimoliao/scholaraio citation-check

For use in Claude.ai and ChatGPT