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 1 skill

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Decision summary

Group Normalization Tensorflow is the strongest overall pick here because it has a 39/100 readiness score and fits Workflow automation.

Strongest overall

Group Normalization Tensorflow

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Fastest prototype

Group Normalization Tensorflow

Best first install candidate based on install readiness and adoption.

Freshest repo

Group Normalization Tensorflow

Most recent maintenance signal among this shortlist.

SignalGroup Normalization Tensorflow

A TensorFlow implementation of Group Normalization on the task of image classification

Quality
49/100
Needs review
Decision verdict
39/100
Needs manual review

Do a manual repository review before adding this to an agent workflow.

Adoption207 stars
0 installs
FreshnessOct 9, 2018
Use-case fit
Workflow fit
Platform hintsPython, Computer Vision, Claude Code
WarningsRepository looks stale · No OpenAgentSkill engagement data yet
Best forWorkflow automation workflows · Claude Code teams · builders willing to evaluate younger projects
Not ideal forteams that require actively maintained dependencies · production agents without a repository review
OpenAgentSkill engagement0 views
0 install copies
Install
$ npx skills add shaohua0116/Group-Normalization-Tensorflow