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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

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

Meshroom

Most recent maintenance signal among this shortlist.

SignalIntrinsic3d

Intrinsic3D - High-Quality 3D Reconstruction by Joint Appearance and Geometry Optimization with Spatially-Varying Lighting (ICCV 2017)

Mediapipe

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

Meshroom

Node-based Visual Programming Toolbox

Dlib

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

Quality
53/100
Needs review
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
43/100
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.

Adoption457 stars
0 installs
36K stars
0 installs
13K stars
0 installs
14K stars
0 installs
FreshnessJul 4, 2022Jun 15, 2026Jun 17, 2026May 7, 2026
Use-case fit
Coding agentsRAG and knowledgeWorkflow automation
Multimodal mediaCoding agentsRAG and knowledge
Sports analyticsCoding 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 hintsC++, Computer Vision, Claude CodeC++, Machine Learning, Claude CodePython, Workflow, Claude CodeC++, Machine 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 · builders willing to evaluate younger projectsMultimodal media workflows · Claude Code teams · teams that value GitHub adoption signalsSports analytics 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
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Install
$ npx skills add NVlabs/intrinsic3d
$ npx skills add google-ai-edge/mediapipe
$ npx skills add alicevision/Meshroom
$ npx skills add davisking/dlib