Skill comparison
Compare agent skills before installing.
Comparing 4 skills
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Flink is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.
Strongest overall
Flink
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Flink
Best first install candidate based on install readiness and adoption.
Freshest repo
Server
Most recent maintenance signal among this shortlist.
| Signal | End To End Data Pipeline 📈 A scalable, production-ready data pipeline for real-time streaming & batch processing, integrating Kafka, Spark, Airflow, AWS, Kubernetes, and MLflow. Supports end-to-end data ingestion, transformation, storage, monitoring, and AI/ML serving with CI/CD automation using Terraform & GitHub Actions. | Flink Apache Flink | Server Bitwarden infrastructure/backend (API, database, Docker, etc). | Paradedb Simple, Elastic-quality search for Postgres |
|---|---|---|---|---|
| Quality | 72/100 Strong | 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 | 124 stars Verified outcomes are shown on each skill page | 26K stars Verified outcomes are shown on each skill page | 19K stars Verified outcomes are shown on each skill page | 8.9K stars Verified outcomes are shown on each skill page |
| Freshness | Jun 17, 2026 | Jun 20, 2026 | Jun 20, 2026 | Jun 20, 2026 |
| Use-case fit | ||||
| Workflow fit | ||||
| Platform hints | Python, SQL, Claude Code | Java, SQL, Claude Code | C#, SQL, Claude Code | Rust, SQL, 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 | GitHub automation workflows · Claude Code teams · builders willing to evaluate younger projects | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents 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 hoangsonww/End-to-End-Data-Pipeline | $ npx skills add apache/flink | $ npx skills add bitwarden/server | $ npx skills add paradedb/paradedb |