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

AI For Beginners is the strongest overall pick here because it has a 100/100 readiness score and fits GitHub automation.

Strongest overall

AI For Beginners

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

Fastest prototype

AI For Beginners

Best first install candidate based on install readiness and adoption.

Freshest repo

Xgboost

Most recent maintenance signal among this shortlist.

Signal	DOOR SLAM Distributed, Online, and Outlier Resilient SLAM for Robotic Teams	Conductor Conductor is an event driven agentic workflow engine providing durable and highly resilient execution engine for applications and AI Agents	Xgboost Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow	AI For Beginners 12 Weeks, 24 Lessons, AI for All!
Quality	50/100 Needs review	100/100 Excellent	100/100 Excellent	100/100 Excellent
Decision verdict	40/100 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.
Adoption	249 stars 0 installs	32K stars 0 installs	28K stars 0 installs	48K stars 0 installs
Freshness	Mar 14, 2023	Jun 13, 2026	Jun 16, 2026	Jun 11, 2026
Use-case fit	Local desktop Workflow automation Sports analytics	Coding agents RAG and knowledge Workflow automation	Sports analytics Coding agents RAG and knowledge	GitHub automation Coding agents RAG and knowledge
Stack fit	Content growth agent Coding review agent	Content growth agent Coding review agent	Content growth agent Coding review agent	Content growth agent Coding review agent
Platform hints	Dockerfile, Computer Vision, Claude Code	Java, Workflow, Claude Code	C++, Machine Learning, Claude Code	Jupyter Notebook, Machine Learning, Claude Code
Warnings	Repository looks stale · No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet
Best for	Local desktop workflows · Claude Code teams · builders willing to evaluate younger projects	Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals	Sports analytics workflows · Claude Code teams · teams that value GitHub adoption signals	GitHub automation workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal for	teams that require actively maintained dependencies · production agents without a repository review	teams that need a vendor-supported SLA · high-compliance environments without internal security review	teams that need a vendor-supported SLA · high-compliance environments without internal security review	teams that need a vendor-supported SLA · high-compliance environments without internal security review
OpenAgentSkill engagement	0 views 0 install copies	0 views 0 install copies	0 views 0 install copies	0 views 0 install copies
Install	`$ npx skills add MISTLab/DOOR-SLAM`	`$ npx skills add conductor-oss/conductor`	`$ npx skills add dmlc/xgboost`	`$ npx skills add microsoft/AI-For-Beginners`