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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

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Decision summary

PINTO Model Zoo is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.

Strongest overall

PINTO Model Zoo

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

Fastest prototype

PINTO Model Zoo

Best first install candidate based on install readiness and adoption.

Freshest repo

Torchgeo

Most recent maintenance signal among this shortlist.

SignalImbalanced Regression

[ICML 2021, Long Talk] Delving into Deep Imbalanced Regression

PINTO Model Zoo

A repository for storing models that have been inter-converted between various frameworks. Supported frameworks are TensorFlow, PyTorch, ONNX, OpenVINO, TFJS, TFTRT, TensorFlowLite (Float32/16/INT8), EdgeTPU, CoreML.

VLMEvalKit

Open-source evaluation toolkit of large multi-modality models (LMMs), support 220+ LMMs, 80+ benchmarks

Torchgeo

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

Quality
56/100
Promising
100/100
Excellent
100/100
Excellent
100/100
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.

Adoption920 stars
0 installs
4.4K stars
0 installs
4.2K stars
0 installs
4.1K stars
0 installs
FreshnessMar 22, 2022Jun 7, 2026Jun 17, 2026Jun 18, 2026
Use-case fit
Coding agentsRAG and knowledgeWorkflow automation
Coding agentsGitHub automationRAG and knowledge
Coding agentsRAG and knowledgeWorkflow automation
Coding agentsRAG and knowledgeBrowser automation
Stack fit
Content growth agentCoding review agent
Coding review agentContent 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 Code, OpenAI AgentsPython, 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 forCoding agents 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 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
OpenAgentSkill engagement0 views
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Install
$ npx skills add YyzHarry/imbalanced-regression
$ npx skills add PINTO0309/PINTO_model_zoo
$ npx skills add open-compass/VLMEvalKit
$ npx skills add torchgeo/torchgeo