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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

MNN is the strongest overall pick here because it has a 100/100 readiness score and fits Browser automation.

Strongest overall

MNN

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

Fastest prototype

MNN

Best first install candidate based on install readiness and adoption.

Freshest repo

Tvm

Most recent maintenance signal among this shortlist.

SignalMegCC

MegCC是一个运行时超轻量，高效，移植简单的深度学习模型编译器

MNN

MNN: A blazing-fast, lightweight inference engine battle-tested by Alibaba, powering high-performance on-device LLMs and Edge AI.

Dlib

A toolkit for making real world machine learning and data analysis applications in C++

Tvm

Open Machine Learning Compiler Framework

Quality
53/100
Needs review
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
43/100
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.

Adoption482 stars
0 installs
15K stars
0 installs
14K stars
0 installs
13K stars
0 installs
FreshnessOct 23, 2024Jun 16, 2026May 7, 2026Jun 16, 2026
Use-case fit
Coding agentsRAG and knowledgeBrowser automation
Browser automationCoding agentsRAG and knowledge
Coding agentsRAG and knowledgeWorkflow automation
Coding agentsRAG and knowledgeBrowser automation
Stack fit
Content growth agentCoding review agent
Browser QA agentContent growth agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Platform hintsC++, Machine Learning, Claude CodeC++, Machine Learning, Claude CodeC++, Machine Learning, Claude CodePython, Machine Learning, 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 · builders willing to evaluate younger projectsBrowser automation 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
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Install
$ npx skills add MegEngine/MegCC
$ npx skills add alibaba/MNN
$ npx skills add davisking/dlib
$ npx skills add apache/tvm