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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.

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Decision summary

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

Strongest overall

Modelscope

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

Fastest prototype

Modelscope

Best first install candidate based on install readiness and adoption.

Freshest repo

Stanza

Most recent maintenance signal among this shortlist.

SignalAnnotated ML Papers

Annotations of the interesting ML papers I read

Modelscope

ModelScope: bring the notion of Model-as-a-Service to life.

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
82/100
Strong
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
81/100
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.

Adoption286 stars
0 installs
9.0K stars
0 installs
7.8K stars
0 installs
6.9K stars
0 installs
FreshnessJun 6, 2026Jun 15, 2026Jun 16, 2026May 31, 2026
Use-case fit
Coding agentsRAG and knowledgeWorkflow automation
GitHub automationCoding agentsRAG and knowledge
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 hintsMachine Learning, Claude Code, OpenAI AgentsPython, Machine Learning, Claude CodePython, Machine Learning, Claude CodeMachine Learning, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forCoding agents workflows · Claude Code teams · builders willing to evaluate younger projectsGitHub automation 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 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
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Install
$ npx skills add shreyansh26/Annotated-ML-Papers
$ npx skills add modelscope/modelscope
$ npx skills add stanfordnlp/stanza
$ npx skills add amitness/learning