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

Strongest overall

Ml Course

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

Fastest prototype

TensorFlow World

Best first install candidate based on install readiness and adoption.

Freshest repo

Ml Course

Most recent maintenance signal among this shortlist.

SignalDeepInterests

深度有趣

Ml Course

Open Machine Learning course

Image OutPainting

🏖 Keras Implementation of Painting outside the box

TensorFlow World

:earth_americas: Simple and ready-to-use tutorials for TensorFlow

Quality
69/100
Promising
100/100
Excellent
66/100
Promising
77/100
Strong
Decision verdict
71/100
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.

68/100
Prototype first

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

79/100
Strong shortlist

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

Adoption2.3K stars
0 installs
3.5K stars
0 installs
1.1K stars
0 installs
4.5K stars
0 installs
FreshnessAug 20, 2020May 4, 2026Nov 22, 2022Dec 23, 2020
Use-case fit
Stack fit
Platform hintsComputer Vision, Claude CodeJupyter Notebook, Computer Vision, Claude CodeJupyter Notebook, Computer Vision, Claude CodePython, Computer Vision, Claude Code
WarningsRepository looks staleNo OpenAgentSkill engagement data yetRepository looks stale · No OpenAgentSkill engagement data yetRepository looks stale · No OpenAgentSkill engagement data yet
Best forGitHub 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 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 require actively maintained dependencies · production agents without a repository reviewteams that require actively maintained dependencies · production agents without a repository review
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Install
$ npx skills add Honlan/DeepInterests
$ npx skills add girafe-ai/ml-course
$ npx skills add bendangnuksung/Image-OutPainting
$ npx skills add astorfi/TensorFlow-World