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.

SignalMLiFC

Course Material for the machine learning in financial context bootcamp

Streamlit

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

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.

Superset

Apache Superset is a Data Visualization and Data Exploration Platform

Quality
47/100
Needs review
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
37/100
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.

Adoption109 stars
0 installs
45K stars
0 installs
74K stars
0 installs
73K stars
0 installs
FreshnessFeb 27, 2018Jun 14, 2026Jun 15, 2026Jun 14, 2026
Use-case fit
GitHub automationCoding agentsRAG and knowledge
Data analysisGitHub automationCoding agents
RAG and knowledgeResearch agentsData analysis
Coding agentsRAG and knowledgeBrowser automation
Stack fit
Content growth agentCoding review agent
Content growth agentCoding review agent
RAG knowledge baseResearch report agent
Content growth agentCoding review agent
Platform hintsJupyter Notebook, BI, Claude CodePython, Data Analysis, Claude CodeTypeScript, BI, Claude CodeTypeScript, BI, 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 · builders willing to evaluate younger projectsData analysis workflows · Claude Code teams · teams that value GitHub adoption signalsRAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents 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
0 install copies
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Install
$ npx skills add JannesKlaas/MLiFC
$ npx skills add streamlit/streamlit
$ npx skills add grafana/grafana
$ npx skills add apache/superset