OpenAgentSkill
GitHub200+

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

Pathway is the strongest overall pick here because it has a 100/100 readiness score and fits RAG and knowledge.

Strongest overall

Pathway

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

Fastest prototype

Pathway

Best first install candidate based on install readiness and adoption.

Freshest repo

Flink

Most recent maintenance signal among this shortlist.

SignalHydrograph

A visual ETL development and debugging tool for big data

Flink

Apache Flink

Pathway

Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.

Hive

Apache Hive

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

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

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.

Adoption157 stars
Verified outcomes are shown on each skill page
26K stars
Verified outcomes are shown on each skill page
63K stars
Verified outcomes are shown on each skill page
6.0K stars
Verified outcomes are shown on each skill page
FreshnessDec 5, 2022Aug 26, 2026Jul 2, 2026Aug 26, 2026
Use-case fit
Coding agentsResearch agentsGitHub automation
Coding agentsResearch agentsGitHub automation
RAG and knowledgeResearch agentsData analysis
Database and SQLCoding agentsResearch agents
Workflow fit
Coding review agentResearch report agent
Coding review agentResearch report agent
RAG knowledge baseResearch report agent
Coding review agentResearch report agent
Platform hintsJava, ETL, Claude CodeJava, SQL, Claude CodePython, ETL, Claude CodeJava, SQL, Claude Code
WarningsRepository looks stale · No OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forCoding agents workflows · Claude Code teams · builders willing to evaluate younger projectsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsRAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signalsDatabase and SQL workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal forteams that require actively maintained dependencies · production agents without a repository 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
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Install
$ npx skills add BitwiseInc/Hydrograph
$ npx skills add apache/flink
$ npx skills add pathwaycom/pathway
$ npx skills add apache/hive