Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
RagaAI Catalyst
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
RagaAI Catalyst
Best first install candidate based on install readiness and adoption.
Freshest repo
RagaAI Catalyst
Most recent maintenance signal among this shortlist.
| Signal | RagaAI Catalyst Python SDK for Agent AI Observability, Monitoring and Evaluation Framework. Includes features like agent, llm and tools tracing, debugging multi-agentic system, self-hosted dashboard and advanced analytics with timeline and execution graph view |
|---|---|
| Quality | 100/100 Excellent |
| Decision verdict | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 16K stars 0 installs |
| Freshness | Feb 11, 2026 |
| Use-case fit | |
| Stack fit | |
| Platform hints | Python, LLMOps, Claude Code |
| Warnings | No major risk signals from current metadata |
| Best for |
| 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 |
| OpenAgentSkill engagement | 2 views 0 install copies |
| Install | $ npx skills add raga-ai-hub/RagaAI-Catalyst |