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

SpaCy is the strongest overall pick here because it has a 100/100 readiness score and fits GitHub automation.

Strongest overall

SpaCy

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

Fastest prototype

SpaCy

Best first install candidate based on install readiness and adoption.

Freshest repo

Stanza

Most recent maintenance signal among this shortlist.

Signal	Kashgari Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.	Stanza Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages	SpaCy 💫 Industrial-strength Natural Language Processing (NLP) in Python	Nltk NLTK Source
Quality	74/100 Strong	100/100 Excellent	100/100 Excellent	100/100 Excellent
Decision verdict	76/100 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.
Adoption	2.4K stars 0 installs	7.8K stars 0 installs	34K stars 0 installs	15K stars 0 installs
Freshness	Sep 3, 2024	Jun 16, 2026	May 19, 2026	Jun 11, 2026
Use-case fit	RAG and knowledge Coding agents Browser automation	GitHub automation Coding agents RAG and knowledge	GitHub automation Coding agents RAG and knowledge	Coding agents RAG and knowledge Workflow automation
Stack fit	RAG knowledge base Content growth agent	Content growth agent Coding review agent	Content growth agent Coding review agent	Content growth agent Coding review agent
Platform hints	Python, Machine Learning, Claude Code, OpenAI Agents	Python, Machine Learning, Claude Code	Python, Machine Learning, Claude Code	Python, Machine Learning, Claude Code
Warnings	Repository looks stale · No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet	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	GitHub automation workflows · Claude Code teams · teams that value GitHub adoption signals	GitHub automation workflows · Claude Code teams · teams that value GitHub adoption signals	Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal for	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	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
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 BrikerMan/Kashgari`	`$ npx skills add stanfordnlp/stanza`	`$ npx skills add explosion/spaCy`	`$ npx skills add nltk/nltk`