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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

Nltk is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.

Strongest overall

Nltk

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

Fastest prototype

Nltk

Best first install candidate based on install readiness and adoption.

Freshest repo

Stanza

Most recent maintenance signal among this shortlist.

SignalML Paper Notes

:notebook: Notes and summaries of various ML, Computer Vision & NLP papers.

Nltk

NLTK Source

Stanza

Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages

Learning

A log of things I'm learning

Quality
49/100
Needs review
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
51/100
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.

Adoption564 stars
0 installs
15K stars
0 installs
7.8K stars
0 installs
6.9K stars
0 installs
FreshnessMay 2, 2022Jun 11, 2026Jun 16, 2026May 31, 2026
Use-case fit
Coding agentsRAG and knowledgeWorkflow automation
Coding agentsRAG and knowledgeWorkflow automation
GitHub automationCoding agentsRAG and knowledge
Coding agentsRAG and knowledgeWorkflow automation
Stack fit
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Platform hintsComputer Vision, Claude CodePython, Machine Learning, Claude CodePython, Machine Learning, Claude CodeMachine Learning, Claude Code
WarningsRepository looks stale · No OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents 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 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 yassouali/ML-paper-notes
$ npx skills add nltk/nltk
$ npx skills add stanfordnlp/stanza
$ npx skills add amitness/learning