Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
Recommenders
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Recommenders
Best first install candidate based on install readiness and adoption.
Freshest repo
Microk8s
Most recent maintenance signal among this shortlist.
| Signal | Iris Web Collaborative Incident Response platform | Recommenders Best Practices on Recommendation Systems | Healthchecks Open-source cron job and background task monitoring service, written in Python & Django | Microk8s MicroK8s is a small, fast, single-package Kubernetes for datacenters and the edge. |
|---|---|---|---|---|
| Quality | 97/100 Excellent | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 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. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 1.5K stars Verified outcomes are shown on each skill page | 22K stars Verified outcomes are shown on each skill page | 10K stars |
| 9.3K stars Verified outcomes are shown on each skill page |
| Freshness | Jun 8, 2026 | Jun 14, 2026 | Jun 19, 2026 | Jun 25, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Python, Incident Response, Claude Code | Python, Kubernetes, Claude Code | Python, DevOps, Claude Code | Python, Kubernetes, Claude Code |
| Warnings | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Research agents workflows · Claude Code teams · teams that value GitHub adoption signals | Data analysis workflows · Claude Code teams · teams that value GitHub adoption signals | Workflow automation workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | 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 | 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 dfir-iris/iris-web | $ npx skills add recommenders-team/recommenders | $ npx skills add healthchecks/healthchecks | $ npx skills add canonical/microk8s |