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

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

Strongest overall

Mitogen

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

Fastest prototype

Mitogen

Best first install candidate based on install readiness and adoption.

Freshest repo

Mlrun

Most recent maintenance signal among this shortlist.

Signal	Around Dataengineering A Data Engineering & Machine Learning Knowledge Hub	Mlrun MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integrates into your development and CI/CD environment and automates the delivery of production data, ML pipelines, and online applications.	Mitogen Distributed self-replicating programs in Python	Sceptre Build better AWS infrastructure
Quality	66/100 Promising	100/100 Excellent	100/100 Excellent	98/100 Excellent
Decision verdict	68/100 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.	100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack.
Adoption	1.1K stars 0 installs	1.7K stars 0 installs	2.5K stars 0 installs	1.5K stars 0 installs
Freshness	Feb 2, 2024	Jun 15, 2026	Jun 3, 2026	Jun 1, 2026
Use-case fit	RAG and knowledge GitHub automation Coding agents	Browser automation Sports analytics GitHub automation	Coding agents RAG and knowledge Workflow automation	Browser automation Coding agents RAG and knowledge
Stack fit	RAG knowledge base Content growth agent	Browser QA agent Content growth agent	Content growth agent Coding review agent	Browser QA agent Content growth agent
Platform hints	Python, DevOps, Claude Code	Python, Kubernetes, Claude Code	Python, DevOps, Claude Code	Python, DevOps, 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	RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals	Browser automation workflows · Claude Code teams · teams that value GitHub adoption signals	Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals	Browser 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 abhishek-ch/around-dataengineering`	`$ npx skills add mlrun/mlrun`	`$ npx skills add mitogen-hq/mitogen`	`$ npx skills add Sceptre/sceptre`