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

Streamlit

Most recent maintenance signal among this shortlist.

Signal	Ps4ds Probability and Statistics for Data Science: A self-contained introduction to probability and statistics for data science, including a free pdf, 103 Python notebooks using 23 real-world datasets, 118 videos with slides, and solutions to 200 exercises	Machine Learning Complete A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.	Streamlit Streamlit — A faster way to build and share data apps.	Nannyml nannyml: post-deployment data science in python
Quality	74/100 Strong	77/100 Strong	100/100 Excellent	87/100 Excellent
Decision verdict	85/100 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.	100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack.	89/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack.
Adoption	593 stars 0 installs	5.0K stars 0 installs	45K stars 0 installs	2.1K stars 0 installs
Freshness	Mar 23, 2026	Sep 22, 2023	Jun 14, 2026	Jul 12, 2025
Use-case fit	Data analysis RAG and knowledge GitHub automation	Data analysis GitHub automation Coding agents	Data analysis GitHub automation Coding agents	Data analysis GitHub automation Coding agents
Stack fit	RAG knowledge base Content growth agent	Coding review agent Content growth agent	Content growth agent Coding review agent	Content growth agent Coding review agent
Platform hints	Jupyter Notebook, Data Analysis, Claude Code	Jupyter Notebook, Data Analysis, Claude Code	Python, Data Analysis, Claude Code	Python, Data Analysis, Claude Code
Warnings	No OpenAgentSkill engagement data yet	Repository looks stale · No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet
Best for	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	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 require actively maintained dependencies · production agents without a repository 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
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 cfgranda/ps4ds`	`$ npx skills add Nyandwi/machine_learning_complete`	`$ npx skills add streamlit/streamlit`	`$ npx skills add NannyML/nannyml`