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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

Probatus is the strongest overall pick here because it has a 38/100 readiness score and fits GitHub automation.

Strongest overall

Probatus

Do a manual repository review before adding this to an agent workflow.

Fastest prototype

Probatus

Best first install candidate based on install readiness and adoption.

Freshest repo

Probatus

Most recent maintenance signal among this shortlist.

SignalProbatus

SHAP-based validation for linear and tree-based models. Applied to binary, multiclass and regression problems.

Quality
48/100
Needs review
Decision verdict
38/100
Needs manual review

Do a manual repository review before adding this to an agent workflow.

Adoption153 stars
0 installs
FreshnessApr 19, 2025
Use-case fit
GitHub automationData analysisCoding agents
Workflow fit
Content growth agentCoding review agent
Platform hintsPython, Data Analysis, Claude Code
WarningsRepository looks stale · No OpenAgentSkill engagement data yet
Best forGitHub 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 require actively maintained dependencies · production agents without a repository review
OpenAgentSkill engagement0 views
0 install copies
Install
$ npx skills add ing-bank/probatus