Audit logging, metrics, tracing, and alerting coverage to produce a risk-ranked gaps report.
npx skills add https://github.com/tomzx/agents --skill audit-observability
Please help me install this Agent Skill. Skill: audit-observability Source: https://github.com/tomzx/agents/tree/main/skills/audit-observability Command: npx skills add https://github.com/tomzx/agents --skill audit-observability
Audits production and development codebases to identify missing observability in logging, metrics, tracing, and alerting, enabling teams to prioritize instrumentation before issues affect users.
Run the audit against your service directory to generate a prioritized gaps report.
High-intent search queries and answers about installing and using this skill.
Identify observability gaps by auditing your codebase across logging, metrics, tracing, and alerting to generate a risk-ranked report. This analysis requires access to your codebase and deployment environment to highlight missing instrumentation and guide remediation steps.
Observability gap analysis assesses missing coverage across logging, metrics, tracing, and alerting to produce a risk-ranked report. You need it for pre-production readiness reviews, post-incident follow-ups, and ongoing improvements to ensure your service meets SLOs before issues affect users.
Audit tracing and alerting coverage by applying gap analysis directly to your live service or repositories. The process evaluates existing instrumentation against clear criteria, prioritizing fixes based on risk to produce a targeted remediation report for your deployment environment.
Yes, you can use observability gap analysis for pre-production readiness reviews. It assesses instrumentation coverage across the four observability pillars, highlighting gaps and providing remediation steps to ensure your service meets SLOs before deployment.
Prioritize missing instrumentation by generating a risk-ranked gaps report based on clear criteria. This approach evaluates logging, metrics, tracing, and alerting coverage, guiding remediation by focusing first on the highest-risk gaps that could impact users.
The audit requires awareness of existing instrumentation but works even if coverage is incomplete. It evaluates available logging, metrics, tracing, and alerting across your codebase or live service to identify exactly what is missing and rank those gaps by risk.
jg-chalk-ioImplement OpenTelemetry-based distributed tracing and metrics pipelines for Kubernetes services.
thiagoooo34252Configure structured logging, metrics, distributed tracing, and alerting for production systems.
vecearAutomates SLO-based alerts and dashboards from YAML definitions for monitoring platforms.
prof-danielcRun static analysis tools and aggregate results into a prioritized issue report.
