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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 4 skills

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

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Decision summary

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

Strongest overall

Kedro

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

Fastest prototype

Kedro

Best first install candidate based on install readiness and adoption.

Freshest repo

Kedro

Most recent maintenance signal among this shortlist.

SignalFlytekit

Extensible Python SDK for developing Flyte tasks and workflows. Simple to get started and learn and highly extensible.

Kedro

Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.

Sktime

A unified framework for machine learning with time series

Mage AI

🧙 Build, run, and manage data pipelines for integrating and transforming data.

Quality
82/100
Strong
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
81/100
Strong shortlist

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

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.

Adoption317 stars
0 installs
11K stars
0 installs
9.8K stars
0 installs
8.8K stars
0 installs
FreshnessJun 16, 2026Jun 16, 2026Jun 11, 2026Jun 9, 2026
Use-case fit
Workflow automationGitHub automationCoding agents
GitHub automationCoding agentsRAG and knowledge
GitHub automationCoding agentsRAG and knowledge
Browser automationWorkflow automationGitHub automation
Stack fit
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentBrowser QA agent
Platform hintsPython, MLOps, Claude CodePython, Machine Learning, Claude CodePython, Machine Learning, Claude CodePython, Machine Learning, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forWorkflow automation workflows · Claude Code teams · builders willing to evaluate younger projectsGitHub automation workflows · Claude Code teams · teams that value GitHub adoption signalsGitHub automation workflows · Claude Code teams · teams that value GitHub adoption signalsBrowser automation 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
OpenAgentSkill engagement0 views
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Install
$ npx skills add flyteorg/flytekit
$ npx skills add kedro-org/kedro
$ npx skills add sktime/sktime
$ npx skills add mage-ai/mage-ai