Migrate OpenTelemetry Span Events (AddEvent, RecordException) to the Logs API following the OTEP 4430 deprecation plan. Use when migrating instrumentation from span events to log-based events, reviewing code that still uses AddEvent or RecordException, or planning a migration across a codebase.
Construct telemetrygen commands for generating synthetic OpenTelemetry traces, metrics, and logs via OTLP. Use this skill whenever the user wants to generate test telemetry, load test a collector or backend, create synthetic OTLP data, send sample traces/metrics/logs to an endpoint, test collector pipelines or processors, validate OTTL transforms, test tail sampling, or mentions telemetrygen in any context. Also trigger when the user asks how to simulate telemetry traffic, stress test an observability stack, or produce sample data for dashboards.
Detects lateral movement techniques including Pass-the-Hash, PsExec, WMI execution, RDP pivoting, and SMB-based spreading using SIEM correlation of Windows event logs, network flow data, and endpoint telemetry mapped to MITRE ATT&CK Lateral Movement (TA0008) techniques.
Implement analytics, error monitoring, and performance tracking with Vercel Analytics, Google Analytics, Sentry, and custom event tracking.
This skill automates the setup of distributed tracing for microservices. It helps developers implement end-to-end request visibility by configuring context propagation, span creation, trace collection, and analysis. Use this skill when the user requests to set up distributed tracing, implement observability, or troubleshoot performance issues in a microservices architecture. The skill is triggered by phrases such as "setup tracing", "implement distributed tracing", "configure opentelemetry", or "add observability to microservices".
This skill enables Claude to collect comprehensive infrastructure performance metrics across compute, storage, network, containers, load balancers, and databases. It is triggered when the user requests "collect infrastructure metrics", "monitor server performance", "set up performance dashboards", or needs to analyze system resource utilization. The skill configures metrics collection, sets up aggregation, and helps create infrastructure dashboards for health monitoring and capacity tracking. It supports configuration for Prometheus, Datadog, and CloudWatch.
This skill sets up log aggregation solutions using ELK (Elasticsearch, Logstash, Kibana), Loki, or Splunk. It generates production-ready configurations and setup code based on specific requirements and infrastructure. Use this skill when the user requests to set up logging infrastructure, configure log aggregation, deploy ELK stack, deploy Loki, deploy Splunk, or needs help with observability. It is triggered by terms like "log aggregation," "ELK setup," "Loki configuration," "Splunk deployment," or similar requests for centralized logging solutions.
This skill automates the setup of distributed tracing for microservices. It helps developers implement end-to-end request visibility by configuring context propagation, span creation, trace collection, and analysis. Use this skill when the user requests to set up distributed tracing, implement observability, or troubleshoot performance issues in a microservices architecture. The skill is triggered by phrases such as "setup tracing", "implement distributed tracing", "configure opentelemetry", or "add observability to microservices".
This skill deploys monitoring stacks, including Prometheus, Grafana, and Datadog. It is used when the user needs to set up or configure monitoring infrastructure for applications or systems. The skill generates production-ready configurations, implements best practices, and supports multi-platform deployments. Use this when the user explicitly requests to deploy a monitoring stack, or mentions Prometheus, Grafana, or Datadog in the context of infrastructure setup.
Use when creating or updating AGENTS.md contributor guidelines for this repository.
Use when choosing or configuring Python logging, especially deciding between stdlib logging and loguru for apps or CLIs.
This skill provides AWS cost optimization, monitoring, and operational best practices with integrated MCP servers for billing analysis, cost estimation, observability, and security assessment.
Executa workflow completo de desenvolvimento (plan → implement → test → review). Use para implementar features ou corrigir bugs de forma estruturada e sequencial.
Generate a concise Chinese evaluation prompt for DevOps CLI projects based on clig.onev.dev guidelines, with weights, thresholds, and hard gates. Use when a user asks to create or store a reusable CLI review prompt, a scoring rubric, or an evaluation checklist derived from CLI design guidelines.
Troubleshoot BuildBuddy invocations via BuildBuddyService (HTTP JSON or gRPC). Use when asked to debug a BuildBuddy invocation, find failed targets and stdout/stderr, inspect remote cache vs RBE metadata, retrieve execution details/profiles/logs, download raw build events or Bazel profiles, or fetch cache scorecard data.
Analyzes Infrastructure as Code files (Terraform, CloudFormation, Kubernetes, Docker Compose) and generates visual architecture diagrams. Use when analyzing infrastructure code, designing cloud architectures, or when the user requests architecture diagrams from IaC.
Git expert covering branching strategies, collaboration, conflict resolution, and best practices
This skill should be used when creating commits or pull requests, enforcing a human-written PR structure, intent capture, and evidence in agentic workflows.
Create GitHub issues (feature requests or bug reports) by learning from existing issue formats in the repository.
Validates branch is ready for merge with step-by-step checklist. Use when user asks "is everything ready for merge?", "ready to merge?", "can I merge?", "merge checklist", or "pr ready?".
DevOps patterns including CI/CD pipeline design, GitHub Actions, Infrastructure as Code, Docker, Kubernetes, deployment strategies, monitoring, and disaster recovery. Use when setting up CI/CD, deploying applications, managing infrastructure, or creating pipelines.
