nature-ref-verifier

Cross-verify academic references against Crossref, IEEE, and CNKI with field-level severity reports.

2|Updated Jun 18, 2026
One-click install
npx skills add https://github.com/AlexenderSokolov/deepscientist-lite-codex-plugin --skill nature-ref-verifier-alexendersokolov
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: nature-ref-verifier
Source: https://github.com/AlexenderSokolov/deepscientist-lite-codex-plugin/tree/main/plugins/deepscientist-lite-academic/skills/nature-ref-verifier
Command: npx skills add https://github.com/AlexenderSokolov/deepscientist-lite-codex-plugin --skill nature-ref-verifier-alexendersokolov

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires pyzotero, and includes references (resource) components.

What problem does it solve? Manuscript reference lists often contain wrong authors, mismatched page ranges, volume-year conflicts, or DOIs pointing to entirely different papers, and catching these errors manually across dozens of citations is slow and error-prone. ## Core Features & Use Cases - Multi-Source Cross-Verification: Compares each citation's authors, title, year, volume, issue, pages, and DOI against Crossref, IEEE Xplore, CNKI, web search, and local Zotero libraries. - Severity-Graded Reports: Classifies every discrepancy as must-fix, check-suggested, reference-only, or unverifiable, with evidence links and confidence levels per record. - Actionable Corrections: Generates BibTeX patches, Zotero update instructions, or Markdown review reports, including guidance on Zotero 7 local API write limitations. - Use Case: Before submitting a paper, paste all 50 references and receive a table flagging the 4 entries that must be corrected, the 8 worth double-checking, and a ready-to-import BibTeX patch. ## Quick Start Verify each reference in my manuscript bibliography against Crossref and CNKI, then list every entry that must be corrected with the right values.

Frequently Asked Questions about nature-ref-verifier

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I check if my paper's references are accurate before submission?▼

Provide the reference list, BibTeX file, or manuscript bibliography page and the workflow queries Crossref, IEEE Xplore, CNKI, and web search for each entry. It returns a field-level comparison table grading every discrepancy as must-fix, check-suggested, or unverifiable.

How to find wrong DOIs in a BibTeX file?▼

The workflow first requests api.crossref.org for each DOI: a 404 indicates a wrong number, while a 200 response whose title or authors differ from the entry reveals a DOI pointing to a different paper. It then generates a corrected BibTeX patch.

Can I verify Chinese references that are not in Crossref?▼

Yes. Chinese journal DOIs are registered with CNKI rather than Crossref, so the workflow falls back to CNKI, Wanfang, or web search to verify author names, journal titles, and pages. Sources that cannot be accessed are explicitly marked as unverified.

Does it support batch verification of large reference lists?▼

Yes. For lists over 20 entries, the workflow splits them into groups of 10-15 processed by parallel sub-agents, which completes a 35-entry check in roughly one round trip instead of a much slower serial pass.

Why can't the Zotero local API update my library entries?▼

The Zotero 7 local HTTP API on localhost:23119 is read-only and returns 501 for writes. The recommended path is pyzotero in Web mode with a user ID and API key for full CRUD, or the local saveItems endpoint for adding new entries only.

What are the limitations of automated reference verification?▼

Pre-2000 IEEE DOIs often 404 in Crossref, undigitized theses and internal reports may be unverifiable, and product manuals are only checked for source accessibility. A single search result is never treated as final truth; key fields require authoritative confirmation.