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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

Use this as a shortlist, then open the skill detail page before adopting.

Add more skills

Decision summary

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

Strongest overall

Nndl

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

Fastest prototype

Nndl

Best first install candidate based on install readiness and adoption.

Freshest repo

Machine Learning

Most recent maintenance signal among this shortlist.

SignalDeepLearningProject

An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.

Machine Learning

:earth_americas: machine learning tutorials (mainly in Python3)

Nndl

邱锡鹏《神经网络与深度学习》（蒲公英书）理论书 v2 与通识版

Sonnet

TensorFlow-based neural network library

Quality
77/100
Strong
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
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.

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.

Adoption4.8K stars
0 installs
3.4K stars
0 installs
19K stars
0 installs
9.9K stars
0 installs
FreshnessJan 15, 2023Jun 5, 2026Jun 1, 2026May 6, 2026
Use-case fit
GitHub automationCoding agentsRAG and knowledge
GitHub automationCoding agentsRAG and knowledge
Coding agentsRAG and knowledgeBrowser automation
GitHub automationCoding agentsRAG and knowledge
Stack fit
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Platform hintsHTML, Machine Learning, Claude CodeHTML, Machine Learning, Claude CodeMachine Learning, Claude CodePython, Machine Learning, Claude Code
WarningsRepository looks stale · No OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forGitHub automation workflows · Claude Code teams · teams that value GitHub adoption signalsGitHub automation workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents 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
OpenAgentSkill engagement0 views
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Install
$ npx skills add Spandan-Madan/DeepLearningProject
$ npx skills add ethen8181/machine-learning
$ npx skills add nndl/nndl
$ npx skills add google-deepmind/sonnet