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

Shardingsphere

Most recent maintenance signal among this shortlist.

Signal	Extractor Use LLMs to robustly extract web data	Airflow Apache Airflow - A platform to programmatically author, schedule, and monitor workflows	Flink Cdc Flink CDC is a streaming data integration tool	Shardingsphere Empowering Data Intelligence with Distributed SQL for Sharding, Scalability, and Security Across All Databases.
Quality	76/100 Strong	100/100 Excellent	100/100 Excellent	100/100 Excellent
Decision verdict	75/100 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.
Adoption	318 stars Verified outcomes are shown on each skill page	47K stars Verified outcomes are shown on each skill page	6.5K stars Verified outcomes are shown on each skill page	21K stars Verified outcomes are shown on each skill page
Freshness	Jun 6, 2026	Aug 25, 2026	Aug 25, 2026	Sep 9, 2026
Use-case fit	Web scraping Document processing Browser automation	Workflow automation Browser automation Research agents	Workflow automation Browser automation Research agents	Database and SQL Browser automation Research agents
Workflow fit	Web data pipeline Content growth agent	Content growth agent Browser QA agent	Content growth agent Research report agent	Content growth agent Research report agent
Platform hints	TypeScript, Data Pipeline, Claude Code	Python, ETL, Claude Code	Java, Data Pipeline, 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	Web scraping workflows · Claude Code teams · builders willing to evaluate younger projects	Workflow automation workflows · Claude Code teams · teams that value GitHub adoption signals	Workflow automation workflows · Claude Code teams · teams that value GitHub adoption signals	Database and SQL 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 lightfeed/extractor`	`$ npx skills add apache/airflow`	`$ npx skills add apache/flink-cdc`	`$ npx skills add apache/shardingsphere`