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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.

SignalCalvin

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

Semi Supervised Learning

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

Cliport

CLIPort: What and Where Pathways for Robotic Manipulation

Ml Course

Open Machine Learning course

Quality
69/100
Promising
100/100
Excellent
54/100
Needs review
100/100
Excellent
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.

56/100
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.

Adoption942 stars
0 installs
1.6K stars
0 installs
545 stars
0 installs
3.5K stars
0 installs
FreshnessSep 8, 2025Jun 6, 2026Nov 2, 2023May 4, 2026
Use-case fit
Workflow automationCoding agentsRAG and knowledge
Coding agentsRAG and knowledgeWorkflow automation
Coding agentsRAG and knowledgeWorkflow automation
Coding agentsRAG and knowledgeWorkflow automation
Stack fit
Content growth agentCoding review agent
Coding review agentContent growth agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Platform hintsPython, Computer Vision, Claude CodePython, Computer Vision, Claude CodeJupyter Notebook, Robotics, Claude CodeJupyter Notebook, Computer Vision, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetRepository looks stale · No OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forWorkflow 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 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 reviewteams that need a vendor-supported SLA · high-compliance environments without internal security review
OpenAgentSkill engagement0 views
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Install
$ npx skills add mees/calvin
$ npx skills add microsoft/Semi-supervised-learning
$ npx skills add cliport/cliport
$ npx skills add girafe-ai/ml-course