Validate logging, tracing, and telemetry against MarsAI standards for Gate 2.
npx skills add https://github.com/V4-Company/marsai --skill marsai-dev-sre
Please help me install this Agent Skill. Skill: marsai:dev-sre Source: https://github.com/V4-Company/marsai/tree/main/dev-team/skills/dev-sre Command: npx skills add https://github.com/V4-Company/marsai --skill marsai-dev-sre
Gate 2 observability validation ensures that developers implement and SREs verify proper logging, tracing, and telemetry so production systems remain observable and debuggable.
Run Gate 2 observability validation for the target service with existing Gate 0 observability code.
High-intent search queries and answers about installing and using this skill.
To validate structured logging and tracing, run Gate 2 observability validation against API, worker, and service implementations to identify gaps and verify instrumentation coverage meets MarsAI standards.
Observability validation in Gate 2 is the process of verifying structured logging, tracing, and telemetry implementation to ensure production systems remain observable, debuggable, and ready for handoff.
Check OpenTelemetry context propagation by running Gate 2 validation to verify trace correlation and context propagation across HTTP, gRPC, and message queues within your service implementations.
Yes, you need existing Gate 0 observability code to run Gate 2 validation, which ensures Gate 0 results are verifiable and coordinates remediation by dispatching fixes to the responsible agent.
A Gate 2 observability validation report includes the Validation Result, Instrumentation Coverage, Issues Found, and Handoff to Next Gate, detailing whether your service meets observability standards.
Fix observability gaps found during Gate 2 validation through automated remediation, which dispatches fixes to the responsible implementation agent and guides re-validation to ensure compliance.
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