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

Xgboost

Most recent maintenance signal among this shortlist.

Signal	Flame FLaME: Fast Lightweight Mesh Estimation	Dlib A toolkit for making real world machine learning and data analysis applications in C++	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.
Quality	49/100 Needs review	100/100 Excellent	100/100 Excellent	100/100 Excellent
Decision verdict	39/100 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.
Adoption	212 stars 0 installs	14K stars 0 installs	28K stars 0 installs	36K stars 0 installs
Freshness	Jan 13, 2018	May 7, 2026	Jun 16, 2026	Jun 15, 2026
Use-case fit	Coding agents RAG and knowledge Workflow automation	Coding agents RAG and knowledge Workflow automation	Sports analytics Coding agents RAG and knowledge	Multimodal media Coding agents RAG and knowledge
Stack fit	Content growth agent Coding review agent	Content growth agent Coding review agent	Content growth agent Coding review agent	Content growth agent Coding review agent
Platform hints	C++, Computer Vision, Claude Code	C++, Machine Learning, Claude Code	C++, Machine Learning, Claude Code	C++, Machine Learning, Claude Code
Warnings	Repository looks stale · No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet
Best for	Coding agents workflows · Claude Code teams · builders willing to evaluate younger projects	Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals	Sports analytics workflows · Claude Code teams · teams that value GitHub adoption signals	Multimodal media workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal for	teams that require actively maintained dependencies · production agents without a repository review	teams that need a vendor-supported SLA · high-compliance environments without internal security review	teams that need a vendor-supported SLA · high-compliance environments without internal security review	teams that need a vendor-supported SLA · high-compliance environments without internal security review
OpenAgentSkill engagement	0 views 0 install copies	0 views 0 install copies	0 views 0 install copies	0 views 0 install copies
Install	`$ npx skills add robustrobotics/flame`	`$ npx skills add davisking/dlib`	`$ npx skills add dmlc/xgboost`	`$ npx skills add google-ai-edge/mediapipe`