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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

Amica is the strongest overall pick here because it has a 87/100 readiness score and fits Coding agents.

Strongest overall

Amica

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

Fastest prototype

SimpleCV

Best first install candidate based on install readiness and adoption.

Freshest repo

Imagej2

Most recent maintenance signal among this shortlist.

SignalMagic Copy

Magic Copy is a Chrome extension that uses Meta's Segment Anything Model to extract a foreground object from an image and copy it to the clipboard.

Amica

Amica is an open source interface for interactive communication with 3D characters with voice synthesis and speech recognition.

Imagej2

Open scientific N-dimensional image processing :microscope: :sparkler:

SimpleCV

The Open Source Framework for Machine Vision

Quality
74/100
Strong
85/100
Excellent
85/100
Excellent
75/100
Strong
Decision verdict
76/100
Strong shortlist

Shortlist this skill and compare it with close alternatives before production adoption.

87/100
Production-ready

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

87/100
Production-ready

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

77/100
Strong shortlist

Shortlist this skill and compare it with close alternatives before production adoption.

Adoption2.5K stars
0 installs
1.5K stars
0 installs
1.4K stars
0 installs
2.7K stars
0 installs
FreshnessMay 6, 2024Jul 23, 2025Aug 12, 2025Dec 20, 2024
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 hintsTypeScript, Computer Vision, Claude CodeTypeScript, Computer Vision, Claude CodeJava, Computer Vision, Claude CodePython, Computer Vision, Claude Code
WarningsRepository looks stale · No OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetRepository looks stale · No 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 require actively maintained dependencies · production agents without a repository review
OpenAgentSkill engagement0 views
0 install copies
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0 install copies
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0 install copies
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0 install copies
Install
$ npx skills add kevmo314/magic-copy
$ npx skills add semperai/amica
$ npx skills add imagej/imagej2
$ npx skills add sightmachine/SimpleCV