Topic · Code and Developer
Observability and Monitoring skills for Claude Code and Codex
Skills for logs, metrics, traces, alerts and error tracking: Sentry, Application Insights, Cloud Logging and Monitoring, CloudWatch, Crashlytics, PromQL, SLO alerts, LLM tracing with Phoenix and LangSmith, and uptime checks. They help an agent instrument a service and answer what broke.
Highest-scoring observability skills in the October 22, 2026 snapshot: cloud-trace-querying from google/skills (89/100), triage-frontend-issues from getsentry/skills (86/100) and eas-update-insights from expo/skills (85/100). Scores come from the Suede Skill Check.
- 54 listed skills
- 19 repositories
- 10 with full pages
46 from official publishers. 14 bundle scripts. 4 connect to an outside service. Listed in DevOps and Cloud (42), AI Agents and LLM Engineering (7), Developer Tools and Frameworks (4), Data, Analytics and Databases (1).
All 54 observability skills
No matching skills. Try fewer words or clear your search.
| Skill | Repository | What it does |
|---|---|---|
| azure-devops 83/100 · B | sanjay3290/ai-skills | Manages Azure DevOps projects, work items, repos, pull requests, pipelines, wikis, test plans, security alerts, variable groups, environments, branch policies, and attachments. |
| cloud-monitoring-notification-channels-configuration 87/100 · B | google/skills | Generates Terraform HCL for Cloud Monitoring notification channels such as email, SMS, Slack, PagerDuty, Pub/Sub, and webhooks, and adds them to alerting policies. |
| cloud-trace-querying 89/100 · B | google/skills | Queries Cloud Trace spans, filters by latency or error status, correlates distributed traces with Cloud Logging, and diagnoses latency bottlenecks across Google Cloud services. |
| eas-observe 76/100 · C | expo/skills | Adds expo-observe to Expo projects, records per-route metrics, events, and errors, and queries or interprets the metrics with the EAS CLI. |
| eas-update-insights 85/100 · B | expo/skills | Checks the health of published EAS Updates, including crash rates, launch counts, unique users, payload size, and embedded versus OTA users per channel. |
| firebase-crashlytics 76/100 · C | firebase/skills | Guides provisioning Firebase Crashlytics and using its SDK to add crash reporting to an application. |
| monitoring-expert 84/100 · B | jeffallan/claude-skills | Configures monitoring and observability by setting up structured logging, Prometheus and Grafana dashboards, alerting rules, distributed tracing, load tests, and profiling. |
| qdrant-monitoring 80/100 · B | qdrant/skills | Guides Qdrant monitoring and observability setup, including which metrics to track, Prometheus, Grafana, health checks, alerts, and log centralization. |
| redis-observability 75/100 · C | redis/agent-skills | Guides Redis monitoring, covering which metrics to track, built-in commands for incident triage such as SLOWLOG and INFO, and when to use Redis Insight. |
| triage-frontend-issues 86/100 · B | getsentry/skills | Triages new issues in the Sentry javascript project by archiving non-actionable noise, always archiving with untilEscalating and never resolving. |
| agent-platform-alert-configuration 89/100 · B | google/skills | Configures best-practice alerting policies for AI agents using OpenTelemetry (OTel) metrics, generating output as Terraform (.tf) configuration… |
| agents-optimize 84/100 · B | aws/agent-toolkit-for-aws | Use when measuring or improving agent quality and performance — set up evaluators, online monitoring, CI/CD quality gates, observability, or cost… |
| api-health-monitoring 79/100 · C | LambdaTest/agent-skills | Designs health check endpoints, SLA definitions, alerting rules, observability strategies, and dashboard specs for any API. Use whenever the user… |
| appinsights-instrumentation 67/100 · D | github/awesome-copilot | Instrument a webapp to send useful telemetry data to Azure App Insights |
| appinsights-instrumentation 71/100 · C | microsoft/azure-skills | Guidance for instrumenting webapps with Azure Application Insights. Provides telemetry patterns, SDK setup, and configuration references. WHEN: how… |
| arize-trace 79/100 · C | github/awesome-copilot | Downloads, exports, and inspects existing Arize traces and spans to understand what an LLM app is doing or debug runtime issues. Covers exporting… |
| aws-network-monitoring 69/100 · D | aws/agent-toolkit-for-aws | Installs, configures, and troubleshoots Network Flow Monitor agents on EC2 instances to monitor network path health. Covers agent installation, IAM… |
| aws-observability 71/100 · C | aws/agent-toolkit-for-aws | Builds, configures, debugs, and optimizes AWS observability - operator-symptom questions and detecting Omni vs classic CloudWatch. CloudWatch on an… |
| bigquery-observability 85/100 · B | google/skills | Provides data-retrieval best practices, tool selection guidance, and performant SQL query syntax for BigQuery telemetry across INFORMATION_SCHEMA… |
| cloud-logging-configuration-basics 84/100 · B | google/skills | Configure single-project Cloud Logging on Google Cloud: regional log buckets, log sinks, log views, restricting or hiding sensitive logs in the… |
| cloud-logging-cross-project-configuration 84/100 · B | google/skills | Configure and troubleshoot Google Cloud cross-project centralized logging and read-time aggregation. Use when: - Setting up log routing from… |
| cloud-logging-query-generation 87/100 · B | google/skills | Generates Logging Query Language (LQL) queries for Cloud Logging on Google Cloud from natural language. Use this skill when you need to query log… |
| cloud-monitoring-chart-generation 84/100 · B | google/skills | Generates Cloud Monitoring Server-Driven UI (SDUI) Widget and XyChart Protocol Buffer textprotos on Google Cloud from resolved PromQL or… |
| cloud-monitoring-list-time-series-request 87/100 · B | google/skills | Generates valid Cloud Monitoring ListTimeSeries requests and aggregation specifications from metric descriptors and resource parameters. Use when… |
| cloud-monitoring-metric-selection 80/100 · B | google/skills | Retrieve, query, and identify relevant Cloud Monitoring metric descriptors on Google Cloud for a service or resource (such as Compute Engine… |
| cloud-monitoring-promql-query 89/100 · B | google/skills | Generates valid PromQL queries from Cloud Monitoring metric descriptors and resource parameters. Use when asked to create, generate, write, or… |
| cloud-run-alert-configuration 89/100 · B | google/skills | Configures best-practice, high-signal alerting policies for Cloud Run resources on Google Cloud (services, jobs, and worker pools) based on seasoned… |
| flowstudio-power-automate-monitoring 69/100 · D | github/awesome-copilot | Pro+ subscription required. Tenant-wide Power Automate monitoring using the FlowStudio MCP cached store: failure rates, run-health trends, maker/app… |
| gke-ai-troubleshooting-tpu-dynamic-slices-monitoring 89/100 · B | google/skills | Monitors, troubleshoots, and manages GKE TPU Dynamic Slices custom resources. Use when checking TPU slice lifecycle states, troubleshooting slice… |
| gke-ai-troubleshooting-tpu-metrics-monitoring 89/100 · B | google/skills | Monitors and troubleshoots GKE TPU workloads, nodes, and node pools using GKE system metrics and PromQL. Use when monitoring TensorCore duty cycle… |
| gke-ai-troubleshooting-tpu-mxla-hang 85/100 · B | google/skills | Diagnose GKE Cloud TPU multi-slice training hangs (Megascale `HANG_DETECTED` logs and hang monitored events) using the ML Diagnostics `Megascale XLA… |
| gke-ai-troubleshooting-tpu-performance-degradation 85/100 · B | google/skills | Diagnose GKE Cloud TPU training throughput drops and step-time regressions (15%+ TPU duty-cycle drop) using ML Diagnostics Workload Monitoring… |
| gke-alert-configuration 89/100 · B | google/skills | Configures alerting policies in Terraform for Google Kubernetes Engine (GKE) clusters, workloads, and services using PromQL and Google Cloud Managed… |
| gke-observability 84/100 · B | google/skills | Configures GKE observability, including Cloud Logging, Cloud Monitoring, and managed Prometheus. Use when configuring GKE monitoring, setting up GKE… |
| gke-productionize 84/100 · B | google/skills | Orchestrates comprehensive production readiness reviews and assessments for GKE clusters and workloads across scalability, security, reliability… |
| go-observability 95/100 · A | eduardo-sl/go-agent-skills | Structured logging, distributed tracing, metrics, and health checks for Go services. Covers slog, OpenTelemetry, Prometheus, and observability best… |
| google-cloud-networking-observability 87/100 · B | google/skills | Investigates Google Cloud networking issues by analyzing GCP logs, metrics, and diagnostics. Use when investigating dropped network traffic, packet… |
| google-cloud-slo-alert-configuration 87/100 · B | google/skills | Configures Cloud Monitoring PromQL-based Service Level Objective (SLO) alerting policies on Google Cloud for resources registered in App Hub or… |
| google-cloud-waf-operational-excellence 80/100 · B | google/skills | Generates operational guidance for CI/CD deployment pipelines, observability, monitoring, logging, and incident management on Google Cloud based on… |
| langsmith-observability 69/100 · D | Orchestra-Research/AI-Research-SKILLs | LLM observability platform for tracing, evaluation, and monitoring. Use when debugging LLM applications, evaluating model outputs against datasets… |
| nemo-relay-plugin-observability 81/100 · B | NVIDIA/skills | Use this skill when choosing or configuring NeMo Relay 0.6 or 0.7 observability through the built-in plugin, subscribers, or exporters, including… |
| observability-baseline 71/100 · C | avelikiy/great_cto | Scaffold-time observability so a shipped product is not blind in prod from day one — error capture (Sentry), request-id structured logging, and… |
| optimize-simplicite-logs 66/100 · D | github/awesome-copilot | capability to parse Simplicité logs from a raw `.txt` file, filter fields to reduce noise, and output the result as structured JSON. |
| phoenix-observability 69/100 · D | Orchestra-Research/AI-Research-SKILLs | Open-source AI observability platform for LLM tracing, evaluation, and monitoring. Use when debugging LLM applications with detailed traces, running… |
| phoenix-tracing 82/100 · B | github/awesome-copilot | OpenInference semantic conventions and instrumentation for Phoenix AI observability. Use when implementing LLM tracing, creating custom spans, or… |
| qdrant-monitoring-debugging 73/100 · C | qdrant/skills | Diagnoses Qdrant production issues using metrics and observability tools. Use when someone reports 'optimizer stuck', 'indexing too slow', 'memory… |
| qdrant-monitoring-setup 73/100 · C | qdrant/skills | Guides Qdrant monitoring setup including Prometheus scraping, health probes, Hybrid Cloud metrics, alerting, and log centralization. Use when… |
| sentry 74/100 · C | openai/skills | Use when the user asks to inspect Sentry issues or events, summarize recent production errors, or pull basic Sentry health data via the Sentry CLI… |
| setting-up-cloudtrail-multi-region 74/100 · C | aws/agent-toolkit-for-aws | Enables a multi-region AWS CloudTrail trail with S3 log storage, CloudWatch Logs integration, and CloudWatch Logs Insights queries for security… |
| setting-up-cloudwatch-observability 68/100 · D | aws/agent-toolkit-for-aws | Sets up CloudWatch observability for the first time - Omni (CloudWatch Application Observability) and classic CloudWatch. Omni: creating a Space or… |
| sre-engineer 84/100 · B | jeffallan/claude-skills | Defines service level objectives, creates error budget policies, designs incident response procedures, develops capacity models, and produces… |
| uptime-monitor 69/100 · D | gooseworks-ai/goose-skills | Monitor website uptime - check availability, response times, and status |
| vss-manage-alerts 87/100 · B | NVIDIA/skills | Use for VSS alert workflows — real-time monitoring, Alert-Bridge subscriptions, Slack notifications, incident queries, camera onboarding. Not for… |
| workers-profiling 65/100 · D | cloudflare/skills | Profile or debug CPU usage and memory allocation in deployed Cloudflare Workers and Durable Objects. Then use this information to optimize your code. |
How to choose observability skills
Choose by where your telemetry lives. Google's logging and monitoring skills write queries and alert policies, AWS covers CloudWatch, Microsoft covers Application Insights, and the Sentry skill reads issues from your Sentry org.
Query and alerting skills need read access to the monitoring backend, and some create notification channels. Give the agent a role that can read telemetry and propose alerts before it can change them.
For a new product, start with an instrumentation baseline (structured logs, error capture, health endpoints) and add dashboards and SLO alerts once traffic is real.
Ranked observability shortlists
Related topics
Google Cloud 146Kubernetes 72Agent Tracing and Observability 41SQL and Databases 116AWS 151Azure 78Incident Response and SRE 22Terraform and Infrastructure as Code 32
Find your next useful skill
Explore Rising Skills with quality scores and source reports, or search from inside your agent.
Get Rising Skills by email · Read Rising Skills · Install the finder · State of Agent Skills