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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

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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

Matplotlib

Most recent maintenance signal among this shortlist.

SignalQuranGPT

Quran GPT is a project that leverages the power of the GPT-4 language model to generate meaningful embeddings for Quran verses. This project not only generates embeddings for the verses but also visualizes the distribution of these embeddings using t-SNE in a 3D scatter plot.

Streamlit

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

Matplotlib

matplotlib: plotting with Python

Folium

Python Data. Leaflet.js Maps.

Quality
41/100
Needs review
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
31/100
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.

Adoption103 stars
0 installs
45K stars
0 installs
23K stars
0 installs
7.4K stars
0 installs
FreshnessJul 3, 2023Jun 14, 2026Jun 16, 2026Jun 15, 2026
Use-case fit
RAG and knowledgeGitHub automationCoding agents
Data analysisGitHub automationCoding agents
GitHub automationCoding agentsRAG and knowledge
GitHub automationCoding agentsRAG and knowledge
Stack fit
RAG knowledge baseContent growth agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Platform hintsHTML, Data Visualization, Claude Code, OpenAI AgentsPython, Data Analysis, Claude CodePython, Data Visualization, Claude CodePython, Data Visualization, Claude Code
WarningsRepository looks stale · No OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo 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 signalsGitHub automation 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 hazemabdelkawy/QuranGPT
$ npx skills add streamlit/streamlit
$ npx skills add matplotlib/matplotlib
$ npx skills add python-visualization/folium