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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

Featuretools is the strongest overall pick here because it has a 100/100 readiness score and fits GitHub automation.

Strongest overall

Featuretools

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

Fastest prototype

Featuretools

Best first install candidate based on install readiness and adoption.

Freshest repo

Featuretools

Most recent maintenance signal among this shortlist.

SignalYellowbrick

Visual analysis and diagnostic tools to facilitate machine learning model selection.

Featuretools

An open source python library for automated feature engineering

Scikit Llm

Seamlessly integrate LLMs into scikit-learn.

Hummingbird

Hummingbird compiles trained ML models into tensor computation for faster inference.

Quality
77/100
Strong
100/100
Excellent
100/100
Excellent
89/100
Excellent
Decision verdict
79/100
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.

91/100
Production-ready

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

Adoption4.4K stars
0 installs
7.7K stars
0 installs
3.5K stars
0 installs
3.5K stars
0 installs
FreshnessFeb 19, 2025Jun 9, 2026Jun 1, 2026Jul 17, 2025
Use-case fit
GitHub automationCoding agentsRAG and knowledge
GitHub automationCoding agentsRAG and knowledge
GitHub automationCoding agentsRAG and knowledge
GitHub automationCoding agentsRAG and knowledge
Stack fit
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Platform hintsPython, Machine Learning, Claude CodePython, Machine Learning, Claude CodePython, Machine Learning, Claude Code, OpenAI AgentsPython, 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 forGitHub automation workflows · Claude Code teams · teams that value GitHub adoption signalsGitHub automation workflows · Claude Code teams · teams that value GitHub adoption signalsGitHub automation workflows · Claude Code teams · teams that value GitHub adoption signalsGitHub automation 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
OpenAgentSkill engagement0 views
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Install
$ npx skills add DistrictDataLabs/yellowbrick
$ npx skills add alteryx/featuretools
$ npx skills add BeastByteAI/scikit-llm
$ npx skills add microsoft/hummingbird