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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

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.

SignalNlp

Selected Machine Learning algorithms for natural language processing and semantic analysis in Golang

Photoprism

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

Gorse

AI powered open source recommender system engine supports classical/LLM rankers and multimodal content via embedding

Cog

Containers for machine learning

Quality
53/100
Needs review
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
43/100
Needs manual review

Do a manual repository review before adding this to an agent workflow.

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.

Adoption475 stars
0 installs
40K stars
0 installs
9.7K stars
0 installs
9.4K stars
0 installs
FreshnessMay 11, 2021Jun 16, 2026Jun 12, 2026Jun 12, 2026
Use-case fit
RAG and knowledgeCoding agentsWorkflow automation
Coding agentsRAG and knowledgeWorkflow automation
RAG and knowledgeCoding agentsWorkflow automation
Coding agentsRAG and knowledgeWorkflow automation
Stack fit
RAG knowledge baseContent growth agent
Content growth agentCoding review agent
RAG knowledge baseContent growth agent
Content growth agentCoding review agent
Platform hintsGo, Machine Learning, Claude CodeGo, Machine Learning, Claude CodeGo, 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 forRAG and knowledge workflows · Claude Code teams · builders willing to evaluate younger projectsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsRAG and knowledge 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
OpenAgentSkill engagement0 views
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Install
$ npx skills add james-bowman/nlp
$ npx skills add photoprism/photoprism
$ npx skills add gorse-io/gorse
$ npx skills add replicate/cog