summary
Use this for a quick summary of a research paper's core ideas and key points. Use when you want to quickly understand a paper without deep study materials. Triggers on PDF paths, arXiv URLs, or paper URLs.
Why this score
This repo hosts 9 skills, so its 349 stars are split between them (about 39 each) for scoring.
Popularity score: 59/100 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 0af55d0daeae, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
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 onesummary alaliqing/claude-paper · Skill | 59 | ★ 349 | ≈53 always | 3mo ago |
| md-report-summary xstongxue/best-skills · Skill Both about summary | 68 | ★ 3.0k | ≈28 always | 2mo ago |
| airflow-pr-draft-summary apache/airflow · Skill Both about summary | 90 | ★ 47k | ≈47 always | 16d ago |
| hami-vgpu-metrics-summary Project-HAMi/HAMi · Skill Both about summary and core | 85 | ★ 4.9k | ≈89 always | 16d ago |