otel-demo-architecture
OpenTelemetry Demo system architecture reference for debugging service dependencies, port conflicts, memory issues, telemetry gaps, and performance problems. Use when analyzing failures, understanding service t...
Discover blockchain monitoring skills, compare source repositories and read the instructions for each workflow.
OpenTelemetry Demo system architecture reference for debugging service dependencies, port conflicts, memory issues, telemetry gaps, and performance problems. Use when analyzing failures, understanding service t...
Analyzes distributed systems using Prometheus (PromQL), Loki (LogQL), and Tempo (TraceQL). Constructs efficient queries for metrics, logs, and traces. Interprets results with token-efficient structured output....
Query Prometheus metrics, check resource usage, and analyze platform performance in the Kagenti platform
Instrument Java/Spring Boot applications with observability metrics. Use when adding metrics to microservices, integrating with monitoring systems (Prometheus, Cloud Monitoring), managing metric cardinality, or...
Export Micrometer metrics to GCP Cloud Monitoring (Stackdriver) for GKE deployments. Use when setting up metrics export in Kubernetes environments, configuring Workload Identity, managing metric prefixes and re...
ユーザーの責任範囲定義から、Agentのマークダウンファイルを生成する。エージェント作成時、プラグイン要素生成時、またはユーザーがエージェント定義、責任範囲、Agent生成、エージェントドキュメントに言及した際に使用する...
Collect and analyze OADP diagnostic data using oadp-must-gather to troubleshoot backup, restore, and deployment issues.
Check currently firing Grafana alerts, analyze alert status, and investigate alert issues in the Kagenti platform
Investigate platform incidents, perform RCA, create incident documentation, and follow alert runbooks in the Kagenti platform
Query and analyze logs using Grafana Loki for the Kagenti platform, search for errors, and investigate issues
Implement comprehensive audit logging for all admin actions, capturing user ID, action type, entity changes, IP address, and user agent. Use when tracking system activities or adding audit trails.
Instrument a webapp to send useful telemetry data to Azure App Insights
Set up logging, metrics, distributed tracing, and alerting for GKE applications. Use when configuring Cloud Logging, creating dashboards in Cloud Monitoring, instrumenting Spring Boot with metrics, setting up a...
Django health check configuration and patterns using django-health-check for system monitoring, Docker healthchecks, and Kubernetes probes. Trigger: When implementing health checks, monitoring endpoints, or rea...
Production monitoring and observability for LLM applications with AgentOps session tracking, Google Cloud Observability integration, and Dynatrace monitoring. Provides real-time performance metrics, error track...
Define and monitor Service Level Indicators (SLIs) and Service Level Objectives (SLOs) using Micrometer histograms. Use when implementing availability and latency SLOs, creating SLO-aligned histogram buckets, m...
Set up Google Analytics 4 with DSGVO-compliant cookie consent banner. Use when analytics tracking is needed. Triggers on "analytics", "GA4", "Google Analytics", "cookie consent", "tracking".
Add OpenTelemetry instrumentation to service methods for distributed tracing and observability. Use when adding new service methods, debugging complex flows, investigating performance issues, or need distribute...
Analyze OpenTelemetry logs with trace reconstruction, error analysis, and AI-powered debugging. Use when investigating errors, checking logs, debugging issues, viewing traces, or analyzing execution flow. Works...
Implement domain-specific KPI metrics for business operations like charges, invoices, payments. Use when instrumenting service layer operations, measuring business process outcomes, implementing SLI/SLO monitor...
strategies for agent observability (logging, tracing, metrics). Use this to instrument agents for debugging, performance tracking, and quality assurance.
Create and configure Home Assistant graphs and visualizations including history-graph, statistics-graph, mini-graph-card (HACS), and apexcharts-card (HACS) with time ranges, multiple sensors, aggregations, and...
Set up Micrometer metrics in a Spring Boot service from scratch, including dependencies, Actuator configuration, and registry customization. Use when starting a new microservice, configuring metrics export back...
Implement type-safe Kafka producers for event streaming with msgspec serialization. Use when building async/await producers that publish domain events (orders, transactions, etc.) with schema validation, error...
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