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.

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.

SignalKimera Semantics

Real-Time 3D Semantic Reconstruction from 2D data

Xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

Mediapipe

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

Meshroom

Node-based Visual Programming Toolbox

Quality
55/100
Promising
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
57/100
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.

Adoption742 stars
0 installs
28K stars
0 installs
36K stars
0 installs
13K stars
0 installs
FreshnessDec 7, 2023Jun 16, 2026Jun 15, 2026Jun 17, 2026
Use-case fit
RAG and knowledgeCoding agentsWorkflow automation
Sports analyticsCoding agentsRAG and knowledge
Multimodal mediaCoding agentsRAG and knowledge
Sports analyticsCoding agentsRAG and knowledge
Workflow fit
RAG knowledge baseContent growth agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Platform hintsC++, Robotics, Claude CodeC++, Machine Learning, Claude CodeC++, Machine Learning, Claude CodePython, Workflow, Claude Code
WarningsRepository looks stale · No OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forRAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signalsSports analytics workflows · Claude Code teams · teams that value GitHub adoption signalsMultimodal media workflows · Claude Code teams · teams that value GitHub adoption signalsSports analytics 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 MIT-SPARK/Kimera-Semantics
$ npx skills add dmlc/xgboost
$ npx skills add google-ai-edge/mediapipe
$ npx skills add alicevision/Meshroom