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

Fastai is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.

Strongest overall

Fastai

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Fastest prototype

Fastai

Best first install candidate based on install readiness and adoption.

Freshest repo

Fastai

Most recent maintenance signal among this shortlist.

Signal	Course22 The fast.ai course notebooks	Fastbook The fastai book, published as Jupyter Notebooks	Fastai The fastai deep learning library	Thorough Pytorch PyTorch入门教程，在线阅读地址：https://datawhalechina.github.io/thorough-pytorch/
Quality	71/100 Strong	81/100 Strong	100/100 Excellent	92/100 Excellent
Decision verdict	73/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption.	83/100 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.	100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack.
Adoption	3.6K stars 0 installs	25K stars 0 installs	28K stars 0 installs	3.7K stars 0 installs
Freshness	Oct 8, 2024	Aug 16, 2024	May 20, 2026	Jan 18, 2026
Use-case fit	Coding agents RAG and knowledge Workflow automation	GitHub automation Coding agents RAG and knowledge	Coding agents RAG and knowledge Workflow automation	Coding agents RAG and knowledge Workflow automation
Stack fit	Content growth agent Coding review agent	Content growth agent Coding review agent	Content growth agent Coding review agent	Content growth agent Coding review agent
Platform hints	Jupyter Notebook, Machine Learning, Claude Code	Jupyter Notebook, Machine Learning, Claude Code	Jupyter Notebook, Machine Learning, Claude Code	Jupyter Notebook, Machine Learning, Claude Code
Warnings	Repository looks stale · 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	Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals	GitHub automation workflows · Claude Code teams · teams that value GitHub adoption signals	Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals	Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal for	teams that require actively maintained dependencies · production agents without a repository 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 fastai/course22`	`$ npx skills add fastai/fastbook`	`$ npx skills add fastai/fastai`	`$ npx skills add datawhalechina/thorough-pytorch`