Home / Skills / ref-downloader
ref-downloader
ltczding-gif/ref-downloaderSkill
Use when the user asks to batch-download academic PDFs with
Why this score
Popularity score: 54/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 20, 2026 at commit 1cc667351875, with Cisco's open-source skill-scanner.
What its code does:
- Makes network requestsSKILL.md, scripts/extract_refs.py:37, scripts/validate_refs.py:176 and 2 more
Web addresses in its code:
- doi.orgscripts/download_refs.py:1851
- api.crossref.orgSKILL.md:188
- iopscience.iop.orgscripts/download_refs.py:1845
- sciencedirect.comscripts/download_refs.py:2492
- ars.els-cdn.comscripts/download_refs.py:2514
- link.springer.comscripts/download_refs.py:1844
- nature.comscripts/download_refs.py:1839
- pnas.orgscripts/download_refs.py:1843
- pubs.acs.orgscripts/download_refs.py:1838
- science.orgscripts/download_refs.py:1840
- annualreviews.orgscripts/download_refs.py:1875
- journals.aps.orgscripts/download_refs.py:2588
- onlinelibrary.wiley.comscripts/download_refs.py:1842
These are the sites named in the code, so it's where your data could go. It isn't a complete list: code can build addresses while it runs, and a few of these may be links rather than calls. Whatever you send also goes to the AI model you use.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This oneref-downloader ltczding-gif/ref-downloader · Skill | 54 | ★ 139 | ≈19 always | 5mo ago |
| downloader-operation jxxghp/MoviePilot · Skill Both about downloader | 81 | ★ 12k | ≈25 always | 16d ago |
| nature-downloader Yuan1z0825/nature-skills · Skill Same job: research & papers | 86 | ★ 49k | ≈52 always | 17d ago |
| skill-downloader nicepkg/ai-workflow · Skill Both about downloader and download | 47 | ★ 288 | ≈85 always | 10mo ago |
| character-refs eternityspring/shuohao-skills · Skill Both about ref | 78 | ★ 4.8k | ≈16 always | 21d ago |
| find-refs androguard/androguard · Skill Both about ref | 83 | ★ 6.4k | ≈22 always | 23d ago |