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

Open3D is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.

Strongest overall

Open3D

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

Fastest prototype

Open3D

Best first install candidate based on install readiness and adoption.

Freshest repo

Open3D

Most recent maintenance signal among this shortlist.

SignalLupine

LUPINE is a GPU over IP bridge allowing GPUs on remote machines to be attached to CPU-only machines.

Open3D

Open3D: A Modern Library for 3D Data Processing

Efficient Dl Systems

Efficient Deep Learning Systems course materials (HSE, YSDA)

Chainer

A flexible framework of neural networks for deep learning

Quality
100/100
Excellent
100/100
Excellent
100/100
Excellent
78/100
Strong
Decision verdict
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.

80/100
Strong shortlist

Shortlist this skill and compare it with close alternatives before production adoption.

Adoption2.3K stars
0 installs
14K stars
0 installs
1.0K stars
0 installs
5.9K stars
0 installs
FreshnessJun 16, 2026Jun 16, 2026May 28, 2026Aug 28, 2023
Use-case fit
Stack fit
Platform hintsC++, MLOps, Claude CodeC++, Machine Learning, Claude CodeJupyter Notebook, MLOps, Claude CodePython, Machine Learning, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetRepository looks stale · No OpenAgentSkill engagement data yet
Best forCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents 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 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 reviewteams that require actively maintained dependencies · production agents without a repository review
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Install
$ npx skills add lupinemachines/lupine
$ npx skills add isl-org/Open3D
$ npx skills add mryab/efficient-dl-systems
$ npx skills add chainer/chainer