“observability”

Production monitoring, observability, and alerting with Prometheus, Grafana, and logging

Structured logging, distributed tracing, and metrics collection patterns for building observable systems.

Comprehensive monitoring, dashboards, and observability expertise.

Set up metrics, logs, and traces for a service.

Plan, implement or review system observability and operations, including logs, metrics, traces, SLIs/SLOs, alerts, dashboards, incidents, runbooks, capacity…

Sweep a codebase for critical paths that run blind — no log, metric, or trace at any layer — and surface each as a finding.

Use for anything related to EAS Observe — adding `expo-observe` to an Expo project (AppMetricsRoot/ObserveRoot HOC, markInteractive, the useObserve hook, the…

Use this skill when logging, metrics, tracing, alerting, or SLO design needs an evidence-bounded review before implementation; triggers include observability…

Add or adjust monitoring for a Hypeman feature using repository standards for logs, traces, and metrics.

Add logging, metrics, and monitoring dashboards

Effect 4 logging, tracing and metrics, and their export.

Specialist subagent: OpenTelemetry, Prometheus, Grafana, distributed tracing, SLO design, and alerting specialist.

Monitors task execution for skill improvement opportunities: logs patterns, user corrections and methodology worth preserving to the workspace, turns them…

Observability patterns for Python applications.

Reviews agent projects for tracing, metrics, structured logging and trace propagation.

Audit and present host, network-uplink, and service availability from existing system evidence before adding monitoring.

Review code changes for missing actionable logs, metrics, traces, and error context in important operational paths.

Configure ArchiPy 5.x OpenTelemetry traces, metrics, logs, and instrumentation.

Use for anything related to EAS Observe — adding `expo-observe` to an Expo project (AppMetricsRoot/ObserveRoot HOC, markInteractive, the useObserve hook, and…

检查 Pi Agent 会话、运行、工具、Token 和异常状态并给出人工关注建议。用于任务看板、故障定位、运行审计和健康检查。

CI, trace, retry, sharding, report, and flaky-test observability guidance for qa-agent.

Use this skill to inspect the current state of a connected mobile device through the AutoMobile observe capability and summarize the active app, visible UI…

Observability Designer (POWERFUL)

Plan, implement, or review observability and instrumentation work in an existing codebase with compatibility, security, and verification controls.