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

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

Strongest overall

Airflow

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

Fastest prototype

Airflow

Best first install candidate based on install readiness and adoption.

Freshest repo

Airflow

Most recent maintenance signal among this shortlist.

Signal	Seatunnel Web SeaTunnel is a distributed, high-performance data integration platform for the synchronization and transformation of massive data (offline & real-time).	Flink Cdc Flink CDC is a streaming data integration tool	Airflow Apache Airflow - A platform to programmatically author, schedule, and monitor workflows	Debezium Change data capture for a variety of databases. Please log issues at https://github.com/debezium/dbz/issues.
Quality	69/100 Promising	100/100 Excellent	100/100 Excellent	100/100 Excellent
Decision verdict	71/100 Prototype first Prototype with this skill first; keep a fallback candidate ready.	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	878 stars Verified outcomes are shown on each skill page	6.5K stars Verified outcomes are shown on each skill page	47K stars Verified outcomes are shown on each skill page	13K stars Verified outcomes are shown on each skill page
Freshness	Jan 22, 2026	Aug 25, 2026	Aug 25, 2026	Jun 12, 2026
Use-case fit	Workflow automation Browser automation Research agents	Workflow automation Browser automation Research agents	Workflow automation Browser automation Research agents	Coding agents Browser automation Research agents
Workflow fit	Content growth agent Browser QA agent	Content growth agent Research report agent	Content growth agent Browser QA agent	Content growth agent Coding review agent
Platform hints	Java, Data Pipeline, Claude Code	Java, Data Pipeline, Claude Code	Python, ETL, Claude Code	Java, Data Pipeline, 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	Workflow automation workflows · Claude Code teams · teams that value GitHub adoption signals	Workflow automation 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 apache/seatunnel-web`	`$ npx skills add apache/flink-cdc`	`$ npx skills add apache/airflow`	`$ npx skills add debezium/debezium`