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

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

Strongest overall

FlagEmbedding

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

Fastest prototype

Chinese Word Vectors

Best first install candidate based on install readiness and adoption.

Freshest repo

FlagEmbedding

Most recent maintenance signal among this shortlist.

Signal	Nomic Nomic Developer API SDK	FlagEmbedding Retrieval and Retrieval-augmented LLMs	Chinese Word Vectors 100+ Chinese Word Vectors 上百种预训练中文词向量	ModernBERT Bringing BERT into modernity via both architecture changes and scaling
Quality	81/100 Strong	100/100 Excellent	83/100 Strong	94/100 Excellent
Decision verdict	83/100 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.	85/100 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.
Adoption	1.9K stars 0 installs	12K stars 0 installs	12K stars 0 installs	1.7K stars 0 installs
Freshness	Nov 11, 2025	Apr 22, 2026	Oct 30, 2023	Mar 1, 2026
Use-case fit	RAG and knowledge Coding agents Workflow automation	RAG and knowledge Coding agents Browser automation	RAG and knowledge Coding agents Workflow automation	RAG and knowledge Coding agents Workflow automation
Stack fit	RAG knowledge base Content growth agent	RAG knowledge base Content growth agent	RAG knowledge base Content growth agent	RAG knowledge base Content growth agent
Platform hints	Python, Embeddings, Claude Code	Python, Embeddings, Claude Code	Python, Embeddings, Claude Code	Python, Embeddings, Claude Code
Warnings	No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet	Repository looks stale · No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet
Best for	RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals	RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals	RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals	RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal for	teams that need a vendor-supported SLA · high-compliance environments without internal security review	teams that need a vendor-supported SLA · high-compliance environments without internal security review	teams that require actively maintained dependencies · production agents without a repository review	teams that need a vendor-supported SLA · high-compliance environments without internal security review
OpenAgentSkill engagement	0 views 0 install copies	0 views 0 install copies	0 views 0 install copies	0 views 0 install copies
Install	`$ npx skills add nomic-ai/nomic`	`$ npx skills add FlagOpen/FlagEmbedding`	`$ npx skills add Embedding/Chinese-Word-Vectors`	`$ npx skills add AnswerDotAI/ModernBERT`