Skill comparison

Compare agent skills before installing.

Put high-signal skills side by side and inspect quality, adoption, freshness, install readiness, use-case fit, and warnings in one place.

Comparing 4 skills

Use this as a shortlist, then open the skill detail page before adopting.

Decision summary

Strongest overall

Paperless Ngx

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Fastest prototype

Paperless Ngx

Best first install candidate based on install readiness and adoption.

Freshest repo

Paperless Ngx

Most recent maintenance signal among this shortlist.

Signal	CPPNotes 【C++ 面试 + C++ 学习指南】一份涵盖大部分 C++ 程序员所需要掌握的核心知识。	Libvips A fast image processing library with low memory needs.	Xournalpp Xournal++ is a handwriting notetaking software with PDF annotation support. Written in C++ with GTK3, supporting Linux (e.g. Ubuntu, Debian, Arch, SUSE), macOS and Windows 10. Supports pen input from devices such as Wacom Tablets.	Paperless Ngx A community-supported supercharged document management system: scan, index and archive all your documents
Quality	67/100 Promising	100/100 Excellent	100/100 Excellent	100/100 Excellent
Decision verdict	69/100 Prototype first Prototype with this skill first; keep a fallback candidate ready.	100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack.	100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack.	100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack.
Adoption	1.3K stars Verified outcomes are shown on each skill page	11K stars Verified outcomes are shown on each skill page	15K stars Verified outcomes are shown on each skill page