Star200+

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.

SignalHub

A library for transfer learning by reusing parts of TensorFlow models.

Tensorflow

An Open Source Machine Learning Framework for Everyone

Pytorch Lightning

Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.

Keras

Deep Learning for humans

Quality
76/100
Strong
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
78/100
Strong shortlist

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

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.

Adoption3.5K stars
0 installs
196K stars
0 installs
31K stars
0 installs
64K stars
0 installs
FreshnessJan 17, 2025Jun 16, 2026Jun 10, 2026Jun 12, 2026
Use-case fit
RAG and knowledgeCoding agentsWorkflow automation
Coding agentsRAG and knowledgeWorkflow automation
Coding agentsGitHub automationRAG and knowledge
Sports analyticsGitHub automationCoding agents
Workflow fit
RAG knowledge baseContent growth agent
Content growth agentCoding review agent
Coding review agentContent growth agent
Content growth agentCoding review agent
Platform hintsPython, Machine Learning, Claude CodeC++, 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 forRAG and knowledge 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 signalsSports analytics 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
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Install
$ npx skills add tensorflow/hub
$ npx skills add tensorflow/tensorflow
$ npx skills add Lightning-AI/pytorch-lightning
$ npx skills add keras-team/keras