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.

Add more skills

Decision summary

Recommenders is the strongest overall pick here because it has a 100/100 readiness score and fits Sports analytics.

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

Apisix

Most recent maintenance signal among this shortlist.

SignalAllure Docker Service

This docker container allows you to see up to date reports simply mounting your "allure-results" directory in the container (for a Single Project) or your "projects" directory (for Multiple Projects). Every time appears new results (generated for your tests), Allure Docker Service will detect those changes and it will generate a new report automatically (optional: send results / generate report through API), what you will see refreshing your browser.

Apisix

The Cloud-Native API Gateway and AI Gateway

Recommenders

Best Practices on Recommendation Systems

Tyk

Tyk Open Source API Gateway written in Go, supporting REST, GraphQL, TCP and gRPC protocols

Quality
76/100
Strong
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
87/100
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.

Adoption742 stars
Verified outcomes are shown on each skill page
17K stars
Verified outcomes are shown on each skill page
22K stars
Verified outcomes are shown on each skill page
11K stars
Verified outcomes are shown on each skill page
FreshnessMar 23, 2026Jun 16, 2026Jun 14, 2026Jun 16, 2026
Use-case fit
Workflow fit
Platform hintsPython, Kubernetes, Claude Code, Browser agentsLua, Kubernetes, Claude CodePython, Kubernetes, Claude CodeGo, Kubernetes, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forBrowser automation workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsSports analytics 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 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 fescobar/allure-docker-service
$ npx skills add apache/apisix
$ npx skills add recommenders-team/recommenders
$ npx skills add TykTechnologies/tyk