Star0

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

Grafana is the strongest overall pick here because it has a 100/100 readiness score and fits RAG and knowledge.

Strongest overall

Grafana

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

Fastest prototype

Grafana

Best first install candidate based on install readiness and adoption.

Freshest repo

Grafana

Most recent maintenance signal among this shortlist.

SignalVirgilio

Your new Mentor for Data Science E-Learning.

Redash

Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.

Grafana

The open and composable observability and data visualization platform. Visualize metrics, logs, and traces from multiple sources like Prometheus, Loki, Elasticsearch, InfluxDB, Postgres and many more.

Machine Learning Complete

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

Quality
92/100
Excellent
100/100
Excellent
100/100
Excellent
77/100
Strong
Decision verdict
94/100
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.

79/100
Strong shortlist

Shortlist this skill and compare it with close alternatives before production adoption.

Adoption15K stars
0 installs
29K stars
0 installs
74K stars
0 installs
5.0K stars
0 installs
FreshnessOct 14, 2025Jun 14, 2026Jun 15, 2026Sep 22, 2023
Use-case fit
GitHub automationCoding agentsRAG and knowledge
Coding agentsRAG and knowledgeResearch agents
RAG and knowledgeResearch agentsData analysis
Data analysisGitHub automationCoding agents
Stack fit
Content growth agentCoding review agent
Content growth agentCoding review agent
RAG knowledge baseResearch report agent
Coding review agentContent growth agent
Platform hintsJupyter Notebook, BI, Claude CodePython, BI, Claude CodeTypeScript, BI, Claude CodeJupyter Notebook, Data Analysis, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetRepository looks stale · No OpenAgentSkill engagement data yet
Best forGitHub automation workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsRAG and knowledge 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 require actively maintained dependencies · production agents without a repository review
OpenAgentSkill engagement0 views
0 install copies
0 views
0 install copies
0 views
0 install copies
0 views
0 install copies
Install
$ npx skills add virgili0/Virgilio
$ npx skills add getredash/redash
$ npx skills add grafana/grafana
$ npx skills add Nyandwi/machine_learning_complete