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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.

Add more skills

Decision summary

Streamlit is the strongest overall pick here because it has a 100/100 readiness score and fits Data analysis.

Strongest overall

Streamlit

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

Fastest prototype

Streamlit

Best first install candidate based on install readiness and adoption.

Freshest repo

Trino

Most recent maintenance signal among this shortlist.

SignalBooks

Books related to AI/ML/DL/GENAI

Trino

Official repository of Trino, the distributed SQL query engine for big data, formerly known as PrestoSQL (https://trino.io)

Streamlit

Streamlit — A faster way to build and share data apps.

Best Of Ml Python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

Quality
61/100
Promising
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
51/100
Needs manual review

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

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.

Adoption440 stars
0 installs
13K stars
0 installs
45K stars
0 installs
24K stars
0 installs
FreshnessNov 13, 2025Jun 20, 2026Jun 14, 2026Jun 11, 2026
Use-case fit
GitHub automationCoding agentsRAG and knowledge
GitHub automationDatabase and SQLCoding agents
Data analysisGitHub automationCoding agents
Data analysisGitHub automationCoding agents
Stack fit
Content growth agentCoding review agent
Coding review agentContent growth agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Platform hintsSQL, Claude CodeJava, SQL, Claude CodePython, Data Analysis, Claude CodeData Analysis, Claude Code, OpenAI Agents
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forGitHub automation workflows · Claude Code teams · builders willing to evaluate younger projectsGitHub automation workflows · Claude Code teams · teams that value GitHub adoption signalsData analysis workflows · Claude Code teams · teams that value GitHub adoption signalsData analysis 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
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Install
$ npx skills add varunkashyapks/Books
$ npx skills add trinodb/trino
$ npx skills add streamlit/streamlit
$ npx skills add lukasmasuch/best-of-ml-python