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

Made With ML is the strongest overall pick here because it has a 100/100 readiness score and fits GitHub automation.

Strongest overall

Made With ML

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

Fastest prototype

Made With ML

Best first install candidate based on install readiness and adoption.

Freshest repo

Great Expectations

Most recent maintenance signal among this shortlist.

SignalLantern

PostgreSQL vector database extension for building AI applications

Made With ML

Learn how to develop, deploy and iterate on production-grade ML applications.

Great Expectations

Always know what to expect from your data.

NeumAI

Neum AI is a best-in-class framework to manage the creation and synchronization of vector embeddings at large scale.

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

58/100
Prototype first

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

Adoption885 stars
0 installs
48K stars
0 installs
12K stars
0 installs
865 stars
0 installs
FreshnessDec 12, 2024Mar 4, 2026Jun 13, 2026Jan 15, 2024
Use-case fit
Stack fit
Platform hintsRust, MLOps, Claude CodeJupyter Notebook, MLOps, Claude CodePython, MLOps, Claude CodePython, MLOps, Claude Code, OpenAI Agents
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 signalsGitHub automation workflows · Claude Code teams · teams that value GitHub adoption signalsWorkflow automation workflows · Claude Code teams · teams that value GitHub adoption signalsRAG and knowledge 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
OpenAgentSkill engagement0 views
0 install copies
0 views
0 install copies
0 views
0 install copies
0 views
0 install copies
Install
$ npx skills add lanterndata/lantern
$ npx skills add GokuMohandas/Made-With-ML
$ npx skills add fivetran/great_expectations
$ npx skills add NeumTry/NeumAI