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

Cleanrl is the strongest overall pick here because it has a 100/100 readiness score and fits RAG and knowledge.

Strongest overall

Cleanrl

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

Fastest prototype

Cleanrl

Best first install candidate based on install readiness and adoption.

Freshest repo

Smile

Most recent maintenance signal among this shortlist.

SignalGrobid

A machine learning software for extracting information from scholarly documents

Smile

Statistical Machine Intelligence & Learning Engine

Djl

An Engine-Agnostic Deep Learning Framework in Java

Cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

Quality
100/100
Excellent
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
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.

100/100
Production-ready

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

Adoption4.9K stars
0 installs
6.4K stars
0 installs
4.8K stars
0 installs
9.9K stars
0 installs
FreshnessJun 13, 2026Jun 12, 2026May 20, 2026Apr 20, 2026
Use-case fit
Document processingRAG and knowledgeCoding agents
GitHub automationCoding agentsRAG and knowledge
Coding agentsRAG and knowledgeWorkflow automation
RAG and knowledgeWorkflow automationCoding agents
Stack fit
RAG knowledge baseContent growth agent
Content growth agentCoding review agent
Content growth agentCoding review agent
RAG knowledge baseContent growth agent
Platform hintsJava, Machine Learning, Claude CodeJava, Machine Learning, Claude CodeJava, Machine Learning, Claude CodePython, Machine Learning, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo major risk signals from current metadataNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forDocument processing 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 signalsRAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal forteams 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 reviewteams that need a vendor-supported SLA · high-compliance environments without internal security review
OpenAgentSkill engagement0 views
0 install copies
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Install
$ npx skills add grobidOrg/grobid
$ npx skills add haifengl/smile
$ npx skills add deepjavalibrary/djl
$ npx skills add vwxyzjn/cleanrl