Star200+

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

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

Strongest overall

Photoprism

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

Fastest prototype

Photoprism

Best first install candidate based on install readiness and adoption.

Freshest repo

Photoprism

Most recent maintenance signal among this shortlist.

SignalGophernotes

The Go kernel for Jupyter notebooks and nteract.

Pytorch Lightning

Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.

SpaCy

💫 Industrial-strength Natural Language Processing (NLP) in Python

Photoprism

AI-Powered Photos App for the Decentralized Web 🌈💎✨

Quality
76/100
Strong
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
78/100
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.

Adoption4.0K stars
Verified outcomes are shown on each skill page
31K stars
Verified outcomes are shown on each skill page
34K stars
Verified outcomes are shown on each skill page
40K stars
Verified outcomes are shown on each skill page
FreshnessNov 3, 2023Jun 10, 2026May 19, 2026Jun 16, 2026
Use-case fit
GitHub automationCoding agentsRAG and knowledge
Coding agentsGitHub automationRAG and knowledge
GitHub automationCoding agentsRAG and knowledge
Coding agentsRAG and knowledgeWorkflow automation
Workflow fit
Content growth agentCoding review agent
Coding review agentContent growth agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Platform hintsGo, Machine Learning, Claude CodePython, Machine Learning, Claude CodePython, Machine Learning, Claude CodeGo, 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 signalsCoding agents 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 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 gopherdata/gophernotes
$ npx skills add Lightning-AI/pytorch-lightning
$ npx skills add explosion/spaCy
$ npx skills add photoprism/photoprism