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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

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

Streamlit

Most recent maintenance signal among this shortlist.

SignalSytora

A sophisticated smart symptom search engine

Streamlit

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

CyberChef

The Cyber Swiss Army Knife - a web app for encryption, encoding, compression and data analysis

Imbalanced Learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

Quality
44/100
Needs review
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
34/100
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.

Adoption177 stars
0 installs
45K stars
0 installs
35K stars
0 installs
7.1K stars
0 installs
FreshnessNov 19, 2018Jun 14, 2026Jun 13, 2026Jun 7, 2026
Use-case fit
RAG and knowledgeData analysisCoding agents
Data analysisGitHub automationCoding agents
Coding agentsData analysisRAG and knowledge
GitHub automationData analysisCoding agents
Stack fit
RAG knowledge baseContent growth agent
Content growth agentCoding review agent
Coding review agentContent growth agent
Content growth agentCoding review agent
Platform hintsJavaScript, Data Analysis, Claude CodePython, Data Analysis, Claude CodeJavaScript, Data Analysis, Claude CodePython, Data Analysis, Claude Code
WarningsRepository looks stale · No OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo major risk signals from current metadataNo OpenAgentSkill engagement data yet
Best forRAG and knowledge workflows · Claude Code teams · builders willing to evaluate younger projectsData analysis workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents 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
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Install
$ npx skills add leanderme/sytora
$ npx skills add streamlit/streamlit
$ npx skills add gchq/CyberChef
$ npx skills add scikit-learn-contrib/imbalanced-learn