Zabbix monitoring system automation via API and Python. Use when: (1) Managing hosts, templates, items, triggers, or host groups, (2) Automating monitoring configuration, (3)…
MUST USE when writing any Python code with aerospike-py or aerospike_py. This is a Rust/PyO3 library with UNCONVENTIONAL patterns that differ from typical Python clients —…
Use this skill when designing, writing, configuring, or debugging a new phased executor task for the Myco agent harness — even if the user doesn't explicitly ask for a "task…
Automate contract review and monitoring with Box MCP — identify new contracts added since last review period using metadata or keyword search, compare contracts against standard…
Generates Logging Query Language (LQL) queries for Google Cloud Logging from natural language. Use this skill when you need to query log data or when you are debugging issues.
This skill enables Claude to monitor database health using real-time metrics, predictive alerts, and automated remediation.
Use this skill when debugging is complete and the user wants to stop accumulating large trace logs — trigger words \"turn off debug\", \"stop verbose\", \"disable trace\", \"debug…
Provides systematic debugging methodology for thorough root cause analysis with evidence-based investigation.
This skill automates the setup of distributed tracing for microservices. It helps developers implement end-to-end request visibility by configuring context propagation, span…
Use this skill when the user is doing hands-on DOCA Telemetry Exporter programming on a host where DOCA is installed — defining a doca_telemetry_exporter_schema, creating sources,…
Use this skill when reviewing in-application OpenTelemetry wiring in an ASP.NET Core service — OpenTelemetry SDK registration, trace context propagation across service boundaries,…
Trace architectural dependencies across files using graph-based relationship modeling. Use this skill whenever the user mentions dependency graph, import cycle, layering…
**Pro+ subscription required.** Tenant-wide Power Automate flow health monitoring, failure rate analytics, and asset inventory using the FlowStudio MCP cached store.
This skill should be used when user asks about "GCloud logs", "Cloud Logging queries", "Google Cloud metrics", "GCP observability", "trace analysis", or "debugging production…
Write minimal, evergreen code comments that explain complex logic without documenting obvious behavior or temporary changes.
Implement comprehensive error handling strategies including try-catch blocks, API error responses, Content Collection error handling, custom error pages, and production error…
This skill should be used when a Prometheus + Grafana stack has metrics being scraped but no real alerting configured, when adding a new Grafana alert rule via…
This skill enables Claude to collect comprehensive infrastructure performance metrics across compute, storage, network, containers, load balancers, and databases.
Link low-level hardware events such as hypervisor jitter and CPU or memory saturation to specific application latency spikes.
Add Pydantic Logfire observability to applications. Use this skill whenever the user asks to "add logfire", "instrument with logfire", "add observability", "add tracing",…
Use Langfuse to capture prompts, traces, generations, evaluations, and cost telemetry for LLM applications and agent workflows.
How to query OpenTelemetry metrics datasets in Honeycomb correctly. Metrics datasets follow different rules from trace/event datasets — many operations (bare COUNT, RATE_SUM,…
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…
Use this skill when migrating applications, examples, integrations, documentation, manifests, or repository code from NeMo Flow to NeMo Relay across Python, Rust, Node.js, Go, C…
Use this skill when explaining OpenTelemetry concepts, choosing telemetry signals, planning or reviewing Collector architectures and declarative configuration, operating or…
Netdata is an open-source observability platform for real-time metrics, anomaly detection, and alerting across servers, containers, databases, and cloud services.
生产级可观测性与工程规范,适用于**所有后端服务** —— 普通微服务(auth / 网关 / 业务服务)与 agent / 多 agent / RAG 知识库项目通用。核心:用 trace_id 串 trace/log + 业务 id 反查 db、结构化日志、OpenTelemetry 埋点、跨进程 W3C traceparent…
Use this skill for OpenTelemetry Operator review covering OpenTelemetryCollector deployment modes (Deployment, StatefulSet, DaemonSet, Sidecar), Instrumentation CR…
Guide for retrofitting OpenTelemetry into an existing, uninstrumented application. Trigger phrases: "migrate existing app to OTel", "add OpenTelemetry to existing project",…
PCI-DSS compliance for Rails apps handling card data — the "don't touch PAN" rule, tokenization with Stripe / Braintree / Adyen, why hosted fields + Stripe Elements minimize scope…
Use whenever implementation code has just been written or modified and a completion claim or code-review request is imminent.
Collect, stream, and query logs from distributed systems for centralized debugging. Use this skill whenever the user mentions log aggregation, log streaming, centralized logging,…
Track and visualize CPU, memory, and network usage at container or instance level. Use this skill whenever the user mentions resource metrics, cpu usage, memory usage, container…
Patterns and best practices for bringing up a complete ROS2-based robotics system on a robot's onboard computer, including systemd services, launch file composition, ordered…
Analyze an Anthropic-style skill bundle (SKILL.md + references) and produce a compilation plan that separates deterministic work into extracted Python modules, LLM-as-judge work…
This skill should be used when developing SAP Analytics Cloud (SAC) planning applications, including building planning-enabled stories, analytics designer applications with…
This skill should be used when the user asks to "create admin interfaces", "build self-service tools", "generate debugging tools", "create monitoring dashboards", "automate…
Execute this skill automates the setup of distributed tracing for microservices.
Use this skill to instrument a Jetpack Compose composable with `@TraceRecomposition` from `skydoves/compose-stability-analyzer` so per-recomposition diffs (which state or…
Debug Twilio integrations and set up production observability. Covers the Console Debugger, Monitor Alerts API, Event Streams for error log streaming, status callback tracking,…
Use this skill when a VC wants to source emerging AI-infrastructure, crypto-AI, robotics, or agentic-payments deals before the round — e.g.
Read and analyze WhatsApp bot logs for debugging, monitoring, and troubleshooting. Use this skill when asked to "check WhatsApp logs", "debug the bot", "find WhatsApp errors",…
Tutorial for debugging CUDA crashes using API logging
Root cause analysis with dependency tracing and call stack analysis
Runs packages temporarily, creates isolated shell environments, and evaluates Nix expressions. Use when executing tools without installing, debugging derivations, or working with…