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Selecting a reference manager and applying citation styles. Compares Zotero, Mendeley, EndNote, Paperpile; covers APA/Vancouver/ACS/Nature styles, DOI management, citation tracking, and Word/Google Docs/LaTeX integration.
Passed 18 of 22 test cases with the skill, and 14 of 22 without it.
and 1 more in the full report
4 fixed14 passed either way4 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.
We are starting a multi-author physics paper using Overleaf and LaTeX. We need an open-source, free reference management solution that automatically updates our shared .bib file without vendor lock-in. Outline the recommended tool stack and configuration steps.
| Checked | Without skill | With skill |
|---|---|---|
| Recommends Zotero paired with the Better BibTeX plugin for auto-exporting .bib files. | Passed | Passed |
| Advises setting a global citation key template before importing references. | Missed | Passed |
The instructions your model reads when the skill loads.
Citation management is the systematic practice of collecting, organizing, annotating, and inserting bibliographic references in scientific documents. A well-chosen reference manager reduces manual formatting errors, keeps libraries synchronized across devices, and integrates cleanly with word processors and LaTeX. This guide covers tool selection, citation style conventions, DOI and persistent identifier workflows, citation tracking, and common pitfalls that account for a large share of post-publication corrections and retractions related to reference errors.
All major reference managers share a common core: they store metadata (author, title, journal, year, DOI), generate formatted citations in a chosen style, and provide a browser extension for one-click capture from publisher pages. The differences lie in collaboration features, cloud storage, word processor plugin support, price, and data portability.
| Feature | Zotero | Mendeley | EndNote | Paperpile |
|---|---|---|---|---|
| Cost | Free (open-source) | Free / paid tiers | ~$275 (perpetual) | $36/year |
| Cloud storage | 300 MB free; paid plans | 2 GB free | Institutional / local | Unlimited (Google Drive) |
| Word processor | Word, LibreOffice, Google Docs | Word, LibreOffice | Word, LibreOffice | Word, Google Docs |
| LaTeX integration | BibTeX/BibLaTeX export; Better BibTeX plugin | BibTeX export (manual) | BibTeX export | BibTeX; direct Overleaf sync |
| Group libraries | Free (up to 300 MB); paid unlimited | Yes | Yes (institutional) | Yes |
| PDF annotation | Built-in (Zotero 6+) | Desktop app | Basic | PDF.js viewer |
| Open-source | Yes (GPLv3) | No (Elsevier) | No (Clarivate) | No |
| Data portability | RIS, BibTeX, CSV — no lock-in | RIS, BibTeX | RIS, BibTeX; proprietary .enl | BibTeX, RIS |
| Best for | Academic open-source / LaTeX users | Beginners; Elsevier users | Large institutional labs | Google Workspace users |
Key differences to know:
Citation styles are governed by the target journal's Instructions for Authors — the author does not choose independently. The two major families are author-date (parenthetical, e.g., "(Smith, 2023)") and citation-sequence (numbered, e.g., superscript¹ or bracketed [1]).
| Style | In-text format | Reference list order | Abbreviate journals? | DOI required? | Typical discipline |
|---|---|---|---|---|---|
| APA 7th | (Author, Year) | Alphabetical by first author | No | Yes (for journal articles) | Psychology, social science, biology |
| Vancouver | Superscript [1] | Citation order | Yes (ISO 4) | Recommended | Medicine (NEJM, Lancet, BMJ) |
| ACS | Superscript or italic (1) | Citation order | Yes (CASSI) | Required | Chemistry (JACS, ACS Nano) |
| Nature | Superscript¹ | Citation order | Yes (NLM) | Yes | Nature family journals |
test cases passed, vs 14 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.