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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

BEVFormer is the strongest overall pick here because it has a 79/100 readiness score and fits RAG and knowledge.

Strongest overall

BEVFormer

Shortlist this skill and compare it with close alternatives before production adoption.

Fastest prototype

BEVFormer

Best first install candidate based on install readiness and adoption.

Freshest repo

BEVFormer

Most recent maintenance signal among this shortlist.

SignalKittiSeg

A Kitti Road Segmentation model implemented in tensorflow.

BEVFormer

[ECCV 2022] This is the official implementation of BEVFormer, a camera-only framework for autonomous driving perception, e.g., 3D object detection and semantic map segmentation.

TensorFlow World

:earth_americas: Simple and ready-to-use tutorials for TensorFlow

Luminoth

Deep Learning toolkit for Computer Vision.

Quality
56/100
Promising
77/100
Strong
77/100
Strong
74/100
Strong
Decision verdict
58/100
Prototype first

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

79/100
Strong shortlist

Shortlist this skill and compare it with close alternatives before production adoption.

79/100
Strong shortlist

Shortlist this skill and compare it with close alternatives before production adoption.

76/100
Strong shortlist

Shortlist this skill and compare it with close alternatives before production adoption.

Adoption917 stars
0 installs
4.5K stars
0 installs
4.5K stars
0 installs
2.4K stars
0 installs
FreshnessMar 2, 2018Aug 15, 2024Dec 23, 2020Mar 24, 2023
Use-case fit
RAG and knowledgeCoding agentsWorkflow automation
RAG and knowledgeGitHub automationCoding agents
Coding agentsRAG and knowledgeWorkflow automation
Coding agentsRAG and knowledgeWorkflow automation
Stack fit
RAG knowledge baseContent growth agent
RAG knowledge baseContent growth agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Platform hintsPython, Computer Vision, Claude CodePython, Computer Vision, Claude CodePython, Computer Vision, Claude CodePython, Computer Vision, Claude Code
WarningsRepository looks stale · No OpenAgentSkill engagement data yetRepository looks stale · No OpenAgentSkill engagement data yetRepository looks stale · No OpenAgentSkill engagement data yetRepository looks stale · No 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 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 require actively maintained dependencies · production agents without a repository reviewteams that require actively maintained dependencies · production agents without a repository reviewteams that require actively maintained dependencies · production agents without a repository review
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Install
$ npx skills add MarvinTeichmann/KittiSeg
$ npx skills add fundamentalvision/BEVFormer
$ npx skills add astorfi/TensorFlow-World
$ npx skills add tryolabs/luminoth