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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

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

Strongest overall

Onyx

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

Fastest prototype

Onyx

Best first install candidate based on install readiness and adoption.

Freshest repo

Pylate

Most recent maintenance signal among this shortlist.

SignalBeir

A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.

Onyx

Open Source AI Platform - AI Chat with advanced features that works with every LLM

Pylate

Late Interaction Models Training & Retrieval

Bm25s

Fast BM25 search in Python, powered by Numpy and Numba

Quality
87/100
Excellent
100/100
Excellent
81/100
Strong
100/100
Excellent
Decision verdict
90/100
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.

94/100
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.

Adoption2.2K stars
0 installs
30K stars
0 installs
851 stars
0 installs
1.7K stars
0 installs
FreshnessOct 16, 2025Jun 13, 2026Jun 17, 2026Jun 11, 2026
Use-case fit
RAG and knowledgeCoding agentsBrowser automation
RAG and knowledgeBrowser automationCoding agents
Coding agentsRAG and knowledgeBrowser automation
RAG and knowledgeCoding agentsBrowser automation
Stack fit
RAG knowledge baseContent growth agent
RAG knowledge baseBrowser QA agent
Coding review agentRAG knowledge base
RAG knowledge baseContent growth agent
Platform hintsPython, RAG, Claude CodePython, RAG, Claude Code, OpenAI AgentsPython, RAG, Claude CodePython, RAG, Claude Code
WarningsNo major risk signals from current metadataNo major risk signals from current metadataNo major risk signals from current metadataNo major risk signals from current metadata
Best forRAG and knowledge 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 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 engagement1 views
0 install copies
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0 install copies
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0 install copies
Install
$ npx skills add beir-cellar/beir
$ npx skills add onyx-dot-app/onyx
$ npx skills add lightonai/pylate
$ npx skills add xhluca/bm25s