Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
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
Airflow
Most recent maintenance signal among this shortlist.
| Signal | Opendbt Make dbt great again! Extend dbt with plugins, local docs and custom adapters — fast, safe, and developer-friendly | Airflow Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | Pathway Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. | Redash Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. |
|---|---|---|---|---|
| Quality | 68/100 Promising | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 58/100 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 | 296 stars Verified outcomes are shown on each skill page | 47K stars Verified outcomes are shown on each skill page | 63K stars Verified outcomes are shown on each skill page |
| 29K stars Verified outcomes are shown on each skill page |
| Freshness | Mar 3, 2026 | Aug 25, 2026 | Jul 2, 2026 | Jun 14, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Python, ETL, Claude Code | Python, ETL, Claude Code | Python, ETL, Claude Code | Python, BI, 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 | Coding agents workflows · Claude Code teams · builders willing to evaluate younger projects | Workflow automation workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents 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 memiiso/opendbt | $ npx skills add apache/airflow | $ npx skills add pathwaycom/pathway | $ npx skills add getredash/redash |