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

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

Strongest overall

Tensorflow

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

Fastest prototype

Tensorflow

Best first install candidate based on install readiness and adoption.

Freshest repo

Tensorflow

Most recent maintenance signal among this shortlist.

SignalT81 558 Deep Learning

T81-558: Keras - Applications of Deep Neural Networks @Washington University in St. Louis

Tensorflow

An Open Source Machine Learning Framework for Everyone

Netron

Visualizer for neural network, deep learning and machine learning models

CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

Quality
98/100
Excellent
100/100
Excellent
100/100
Excellent
100/100
Excellent
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.

100/100
Production-ready

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

Adoption5.7K stars
0 installs
196K stars
0 installs
33K stars
0 installs
34K stars
0 installs
FreshnessApr 25, 2026Jun 16, 2026Jun 14, 2026Mar 25, 2026
Use-case fit
Workflow fit
Platform hintsJupyter Notebook, Machine Learning, Claude CodeC++, Machine Learning, Claude CodeJavaScript, Machine Learning, Claude CodeJupyter Notebook, Machine Learning, Claude Code
WarningsNo major risk signals from current metadataNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo 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 signalsCoding agents 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 need a vendor-supported SLA · high-compliance environments without internal security review
OpenAgentSkill engagement4 views
0 install copies
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Install
$ npx skills add jeffheaton/t81_558_deep_learning
$ npx skills add tensorflow/tensorflow
$ npx skills add lutzroeder/netron
$ npx skills add openai/CLIP