Collect read-only evidence from Kubernetes clusters, databases, logs, and networking to diagnose root causes.
npx skills add https://github.com/avav25/ai-assets --skill analyze-prod
Please help me install this Agent Skill. Skill: analyze-prod Source: https://github.com/avav25/ai-assets/tree/main/.windsurf/skills/analyze-prod Command: npx skills add https://github.com/avav25/ai-assets --skill analyze-prod
Analyzes production environments by collecting evidence across clusters, databases, logs, and networking, then returns a root-cause oriented diagnosis with recommended next actions.
Initiate a read-only diagnostic sweep of the target environment to collect evidence and generate a root-cause oriented report.
High-intent search queries and answers about installing and using this skill.
To diagnose production incidents safely, perform a read-only diagnostic sweep across your Kubernetes clusters, databases, and logs to collect evidence and generate a root-cause oriented report with recommended mitigations.
Read-only production diagnostics is the process of collecting cluster context, pod status, logs, and network health without mutating the environment. It is needed during active incident investigations and post-incident reviews to safely identify root causes.
You can use this diagnostic approach for both on-prem and cloud deployments. It safely collects telemetry and resource pressure signals across diverse environments to deliver environment-scoped analysis and mitigation guidance.
Conduct a post-incident review safely by running a read-only data collection workflow that gathers evidence across your clusters and networking components, framing the root cause and recommending actions without applying unapproved mutations.
The best way to identify mitigations is to collect evidence on pod deployments, resource pressure, and endpoint health, then use that telemetry to frame a root-cause diagnosis that explicitly outlines recommended next actions.
Yes, this diagnostic method collects network and endpoint health signals alongside cluster context, pod status, and logs to ensure comprehensive environment-scoped analysis during your incident investigation.
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