Star200+

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

Matplotlib

Most recent maintenance signal among this shortlist.

SignalBilibili Comment Analyzer

🎯 哔哩哔哩(bilibili)评论区数据可视化分析软件-- up主可用于指导自己的题材选择，明确自己的粉丝群体

Reflex

🕸️ Web apps in pure Python 🐍

Matplotlib

matplotlib: plotting with Python

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.

Quality
53/100
Needs review
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
55/100
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.

Adoption502 stars
Verified outcomes are shown on each skill page
29K stars
Verified outcomes are shown on each skill page
23K stars
Verified outcomes are shown on each skill page
74K stars
Verified outcomes are shown on each skill page
FreshnessJun 27, 2025Jun 13, 2026Jun 16, 2026Jun 15, 2026
Use-case fit
Local desktopCoding agentsRAG and knowledge
Data analysisGitHub automationLocal desktop
GitHub automationCoding agentsRAG and knowledge
RAG and knowledgeResearch agentsData analysis
Workflow fit
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
RAG knowledge baseResearch report agent
Platform hintsPython, Data Visualization, Claude CodePython, Data Analysis, Claude CodePython, Data Visualization, 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 forLocal desktop workflows · Claude Code teams · teams that value GitHub adoption signalsData analysis workflows · Claude Code teams · teams that value GitHub adoption signalsGitHub automation workflows · Claude Code teams · teams that value GitHub adoption signalsRAG and knowledge 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 sansan0/bilibili-comment-analyzer
$ npx skills add reflex-dev/reflex
$ npx skills add matplotlib/matplotlib
$ npx skills add grafana/grafana