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.

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Decision summary

Kornia is the strongest overall pick here because it has a 100/100 readiness score and fits GitHub automation.

Strongest overall

Kornia

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

Fastest prototype

D2l Zh

Best first install candidate based on install readiness and adoption.

Freshest repo

Kornia

Most recent maintenance signal among this shortlist.

SignalD2l Zh

《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

Kornia

🐍 Geometric Computer Vision Library for Spatial AI

Stanza

Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages

Autotrain Advanced

🤗 AutoTrain Advanced

Quality
89/100
Excellent
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
91/100
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.

100/100
Production-ready

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

Adoption78K stars
0 installs
11K stars
0 installs
7.8K stars
0 installs
4.6K stars
0 installs
FreshnessJul 30, 2024Jun 15, 2026Jun 16, 2026May 26, 2026
Use-case fit
Stack fit
Platform hintsPython, Machine Learning, Claude CodePython, Machine Learning, Claude CodePython, Machine Learning, Claude CodePython, Machine Learning, Claude Code
WarningsRepository looks stale · No OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsGitHub automation workflows · Claude Code teams · teams that value GitHub adoption signalsGitHub automation workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal forteams that require actively maintained dependencies · production agents without a repository reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security review
OpenAgentSkill engagement0 views
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Install
$ npx skills add d2l-ai/d2l-zh
$ npx skills add kornia/kornia
$ npx skills add stanfordnlp/stanza
$ npx skills add huggingface/autotrain-advanced