Star0

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.

Add more skills

Decision summary

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

Strongest overall

Ml Engineering

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

Fastest prototype

Ml Engineering

Best first install candidate based on install readiness and adoption.

Freshest repo

Great Expectations

Most recent maintenance signal among this shortlist.

SignalSwiftLLM

A tiny yet powerful LLM inference system tailored for researching purpose. vLLM-equivalent performance with only 2k lines of code (2% of vLLM).

Agent Lightning

The absolute trainer to light up AI agents.

Ml Engineering

Machine Learning Engineering Open Book

Great Expectations

Always know what to expect from your data.

Quality
51/100
Needs review
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
41/100
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.

Adoption329 stars
0 installs
17K stars
0 installs
18K stars
0 installs
12K stars
0 installs
FreshnessJun 10, 2025Apr 29, 2026May 18, 2026Jun 13, 2026
Use-case fit
Coding agentsRAG and knowledgeBrowser automation
Coding agentsRAG and knowledgeWorkflow automation
Coding agentsRAG and knowledgeWorkflow automation
Workflow automationGitHub automationCoding agents
Stack fit
Coding review agentRAG knowledge base
Content growth agentCoding review agent
Coding review agentContent growth agent
Content growth agentCoding review agent
Platform hintsPython, MLOps, Claude Code, OpenAI AgentsPython, MLOps, Claude CodePython, Machine Learning, Claude CodePython, MLOps, 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 projectsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsWorkflow automation 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
0 install copies
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Install
$ npx skills add interestingLSY/swiftLLM
$ npx skills add microsoft/agent-lightning
$ npx skills add stas00/ml-engineering
$ npx skills add fivetran/great_expectations