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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

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

Strongest overall

Mmengine

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

Fastest prototype

Open Flamingo

Best first install candidate based on install readiness and adoption.

Freshest repo

Mmengine

Most recent maintenance signal among this shortlist.

SignalAdaptSegNet

Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)

Mmengine

OpenMMLab Foundational Library for Training Deep Learning Models

Img2img Turbo

One-step image-to-image with Stable Diffusion turbo: sketch2image, day2night, and more

Open Flamingo

An open-source framework for training large multimodal models.

Quality
51/100
Needs review
93/100
Excellent
87/100
Excellent
77/100
Strong
Decision verdict
53/100
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.

89/100
Production-ready

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

79/100
Strong shortlist

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

Adoption859 stars
0 installs
1.5K stars
0 installs
2.5K stars
0 installs
4.1K stars
0 installs
FreshnessAug 14, 2020Dec 23, 2025Aug 1, 2025Aug 31, 2024
Use-case fit
RAG and knowledgeCoding agentsWorkflow automation
Coding agentsRAG and knowledgeWorkflow automation
Coding agentsRAG and knowledgeWorkflow automation
Coding agentsRAG and knowledgeWorkflow automation
Stack fit
RAG knowledge baseContent growth agent
Content growth agentCoding review 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 yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetRepository looks stale · No OpenAgentSkill engagement data yet
Best forRAG 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 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 require actively maintained dependencies · production agents without a repository review
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Install
$ npx skills add wasidennis/AdaptSegNet
$ npx skills add open-mmlab/mmengine
$ npx skills add GaParmar/img2img-turbo
$ npx skills add mlfoundations/open_flamingo