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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

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

Ml Course

Best first install candidate based on install readiness and adoption.

Freshest repo

Semi Supervised Learning

Most recent maintenance signal among this shortlist.

SignalCliport

CLIPort: What and Where Pathways for Robotic Manipulation

Calvin

CALVIN - A benchmark for Language-Conditioned Policy Learning for Long-Horizon Robot Manipulation Tasks

Ml Course

Open Machine Learning course

Semi Supervised Learning

A Unified Semi-Supervised Learning Codebase (NeurIPS'22)

Quality
54/100
Needs review
69/100
Promising
100/100
Excellent
100/100
Excellent
Decision verdict
56/100
Needs manual review

Do a manual repository review before adding this to an agent workflow.

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.

100/100
Production-ready

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

Adoption545 stars
0 installs
942 stars
0 installs
3.5K stars
0 installs
1.6K stars
0 installs
FreshnessNov 2, 2023Sep 8, 2025May 4, 2026Jun 6, 2026
Use-case fit
Coding agentsRAG and knowledgeWorkflow automation
Workflow automationCoding agentsRAG and knowledge
Coding agentsRAG and knowledgeWorkflow automation
Coding agentsRAG and knowledgeWorkflow automation
Stack fit
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Coding review agentContent growth agent
Platform hintsJupyter Notebook, Robotics, Claude CodePython, Computer Vision, Claude CodeJupyter Notebook, Computer Vision, Claude CodePython, Computer Vision, 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 · teams that value GitHub adoption signalsWorkflow 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 cliport/cliport
$ npx skills add mees/calvin
$ npx skills add girafe-ai/ml-course
$ npx skills add microsoft/Semi-supervised-learning