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

Gradio

Most recent maintenance signal among this shortlist.

Signal	AI Expert Roadmap Roadmap to becoming an Artificial Intelligence Expert in 2022	Gradio Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!	Streamlit Streamlit — A faster way to build and share data apps.	Hyperlearn 2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.
Quality	100/100 Excellent	100/100 Excellent	100/100 Excellent	74/100 Strong
Decision verdict	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.	76/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption.
Adoption	31K stars 0 installs	43K stars 0 installs	45K stars 0 installs	2.5K stars 0 installs
Freshness	Sep 12, 2025	Jun 15, 2026	Jun 14, 2026	Nov 19, 2024
Use-case fit	GitHub automation Data analysis Coding agents	Data analysis GitHub automation Coding agents	Data analysis GitHub automation Coding agents	Data analysis GitHub automation Coding agents
Stack fit	Content growth agent Coding review agent	Coding review agent Browser QA agent	Content growth agent Coding review agent	Content growth agent Coding review agent
Platform hints	JavaScript, Data Analysis, Claude Code	Python, Data Analysis, Claude Code	Python, Data Analysis, Claude Code	Jupyter Notebook, Data Analysis, Claude Code
Warnings	No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet	Repository looks stale · No OpenAgentSkill engagement data yet
Best for	GitHub automation workflows · Claude Code teams · teams that value GitHub adoption signals	Data analysis workflows · Claude Code teams · teams that value GitHub adoption signals	Data analysis workflows · Claude Code teams · teams that value GitHub adoption signals	Data analysis workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal for	teams that need a vendor-supported SLA · high-compliance environments without internal security review	teams that need a vendor-supported SLA · high-compliance environments without internal security review	teams that need a vendor-supported SLA · high-compliance environments without internal security review	teams that require actively maintained dependencies · production agents without a repository review
OpenAgentSkill engagement	0 views 0 install copies	0 views 0 install copies	0 views 0 install copies	0 views 0 install copies
Install	`$ npx skills add AMAI-GmbH/AI-Expert-Roadmap`	`$ npx skills add gradio-app/gradio`	`$ npx skills add streamlit/streamlit`	`$ npx skills add unslothai/hyperlearn`