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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 1 skill

Use this as a shortlist, then open the skill detail page before adopting.

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Decision summary

Rumble is the strongest overall pick here because it has a 72/100 readiness score and fits Workflow automation.

Strongest overall

Rumble

Shortlist this skill and compare it with close alternatives before production adoption.

Fastest prototype

Rumble

Best first install candidate based on install readiness and adoption.

Freshest repo

Rumble

Most recent maintenance signal among this shortlist.

SignalRumble

Quick start: pip install jsoniq ⛈️ RumbleDB 2.1.0 "Cedrus Libani" 🌳 for Apache Spark | Run queries on your large-scale, messy datasets (JSON, text, CSV, Parquet, Delta...) | Data Lakehouse with Updates, Scripting, Declarative Machine Learning and more

Quality
73/100
Strong
Decision verdict
72/100
Strong shortlist

Shortlist this skill and compare it with close alternatives before production adoption.

Adoption239 stars
0 installs
FreshnessJun 20, 2026
Use-case fit
Workflow automationGitHub automationCoding agents
Workflow fit
Content growth agentCoding review agent
Platform hintsJava, CSV, Claude Code
WarningsNo OpenAgentSkill engagement data yet
Best forWorkflow automation workflows · Claude Code teams · builders willing to evaluate younger projects
OpenAgentSkill

The skill layer for AI agents: discover, compare, audit, and install reusable capabilities across Codex, Claude Code, Cursor, and agent runtimes.

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DocsAbout OpenAgentSkillAPIllms.txtOpenAPICLICreator KitX Growth KitSubmitBlogGuidesActivity
OpenAgentSkill Registry
PrivacyBuilt for agent-native discovery
Not ideal forteams that need a vendor-supported SLA · high-compliance environments without internal security review
OpenAgentSkill engagement0 views
0 install copies
Install
$ npx skills add RumbleDB/rumble