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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

Scenic is the strongest overall pick here because it has a 100/100 readiness score and fits RAG and knowledge.

Strongest overall

Scenic

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

Fastest prototype

Scenic

Best first install candidate based on install readiness and adoption.

Freshest repo

Scenic

Most recent maintenance signal among this shortlist.

SignalGibsonEnv

Gibson Environments: Real-World Perception for Embodied Agents

Habitat Lab

A modular high-level library to train embodied AI agents across a variety of tasks and environments.

Scenic

Scenic: A Jax Library for Computer Vision Research and Beyond

Tapnet

Tracking Any Point (TAP)

Quality
56/100
Promising
100/100
Excellent
100/100
Excellent
98/100
Excellent
Decision verdict
58/100
Prototype first

Prototype with this skill first; keep a fallback candidate ready.

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.

Adoption940 stars
0 installs
3.0K stars
0 installs
3.8K stars
0 installs
1.9K stars
0 installs
FreshnessApr 15, 2024May 7, 2026Jun 15, 2026Mar 30, 2026
Use-case fit
RAG and knowledgeCoding agentsResearch agents
RAG and knowledgeWorkflow automationCoding agents
RAG and knowledgeCoding agentsBrowser automation
Sports analyticsCoding agentsRAG and knowledge
Stack fit
RAG knowledge baseContent growth agent
RAG knowledge baseContent growth agent
RAG knowledge baseContent growth agent
Content growth agentCoding review agent
Platform hintsC, Computer Vision, Claude CodePython, Computer Vision, Claude CodePython, Computer Vision, Claude CodeJupyter Notebook, Computer Vision, 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 signalsRAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signalsRAG and knowledge 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 StanfordVL/GibsonEnv
$ npx skills add facebookresearch/habitat-lab
$ npx skills add google-research/scenic
$ npx skills add google-deepmind/tapnet