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

FedML is the strongest overall pick here because it has a 92/100 readiness score and fits Browser automation.

Strongest overall

FedML

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

Fastest prototype

FedML

Best first install candidate based on install readiness and adoption.

Freshest repo

FedML

Most recent maintenance signal among this shortlist.

SignalFedML

FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, TensorOpera AI (https://TensorOpera.ai) is your generative AI platform at scale.

Quality
89/100
Excellent
Decision verdict
92/100
Production-ready

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

Adoption4.0K stars
0 installs
FreshnessOct 28, 2025
Use-case fit
Stack fit
Platform hintsPython, AI Agents, Claude Code
WarningsNo major risk signals from current metadata
Best forBrowser automation 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 review
OpenAgentSkill engagement0 views
0 install copies
Install
$ npx skills add FedML-AI/FedML