Star200+

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

Mediapipe is the strongest overall pick here because it has a 100/100 readiness score and fits Multimodal media.

Strongest overall

Mediapipe

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

Fastest prototype

Mediapipe

Best first install candidate based on install readiness and adoption.

Freshest repo

Mediapipe

Most recent maintenance signal among this shortlist.

SignalPixelAnnotationTool

Annotate quickly images.

Mediapipe

Cross-platform, customizable ML solutions for live and streaming media.

Dlib

A toolkit for making real world machine learning and data analysis applications in C++

Label Studio

Label Studio is a multi-type data labeling and annotation tool with standardized output format

Quality
72/100
Strong
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
75/100
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.

Adoption1.5K stars
0 installs
36K stars
0 installs
14K stars
0 installs
28K stars
0 installs
FreshnessNov 21, 2022Jun 15, 2026May 7, 2026Jun 16, 2026
Use-case fit
Coding agentsRAG and knowledgeBrowser automation
Multimodal mediaCoding agentsRAG and knowledge
Coding agentsRAG and knowledgeWorkflow automation
Coding agentsRAG and knowledgeBrowser automation
Workflow fit
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Platform hintsC++, Computer Vision, Claude CodeC++, Machine Learning, Claude CodeC++, Machine Learning, Claude CodeTypeScript, MLOps, Claude Code
WarningsRepository looks staleNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsMultimodal media workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents 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 engagement2 views
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Install
$ npx skills add abreheret/PixelAnnotationTool
$ npx skills add google-ai-edge/mediapipe
$ npx skills add davisking/dlib
$ npx skills add HumanSignal/label-studio