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Monitoring - Agent Skills | SkillsMP

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monitoring

Monitoring

Browse agent skills for logging, metrics, alerts, and observability. Monitor and troubleshoot your applications.

microsoft/vscode

OpenTelemetry instrumentation for the Copilot Chat extension — covers the four agent execution paths, the IOTelService abstraction, span/metric/event conventions, and the relationship between code and the user/developer monitoring docs. Use when adding/changing OTel spans, metrics, or events; instrumenting a new agent surface; touching the Copilot CLI bridge or Claude span emission; or updating `extensions/copilot/docs/monitoring/agent_monitoring*.md`.

distributed-triage

pytorch/pytorch

Sub-triages issues in the oncall:distributed queue by assigning distributed module labels, routing to sub-oncalls, and marking triaged. Use when an issue has been routed to oncall:distributed and needs second-level triage.

Export cost-tracking telemetry in Prometheus textfile or webhook JSON formats — for external observability (Grafana, Datadog, custom dashboards)

federation-init

Initialize federation on this node — generate keypair and configure peers

metabase/metabase

Add OpenTelemetry tracing spans to Clojure code following Metabase tracing conventions. Use when instrumenting backend code with trace coverage.

analytics-events

metabase/metabase

Add product analytics events to track user interactions in the Metabase frontend

azure-monitor-opentelemetry-exporter-java

sickn33/antigravity-awesome-skills

Azure Monitor OpenTelemetry Exporter for Java. Export OpenTelemetry traces, metrics, and logs to Azure Monitor/Application Insights.

azure-monitor-opentelemetry-exporter-py

sickn33/antigravity-awesome-skills

Azure Monitor OpenTelemetry Exporter for Python. Use for low-level OpenTelemetry export to Application Insights.

azure-monitor-opentelemetry-py

sickn33/antigravity-awesome-skills

Azure Monitor OpenTelemetry Distro for Python. Use for one-line Application Insights setup with auto-instrumentation.

distributed-tracing

sickn33/antigravity-awesome-skills

Implement distributed tracing with Jaeger and Tempo for request flow visibility across microservices.

industrial-brutalist-ui

sickn33/antigravity-awesome-skills

Use when creating raw industrial or tactical telemetry UIs with rigid grids, stark typography, CRT effects, and high-density data.

sickn33/antigravity-awesome-skills

Install and configure the Manifest observability plugin for your agents. Use when setting up telemetry, configuring API keys, or troubleshooting the plugin.

sickn33/antigravity-awesome-skills

Expert patterns for Neon serverless Postgres, branching, connection pooling, and Prisma/Drizzle integration

prometheus-configuration

sickn33/antigravity-awesome-skills

Complete guide to Prometheus setup, metric collection, scrape configuration, and recording rules.

conductor-new-track

sickn33/antigravity-awesome-skills

Create a new track with specification and phased implementation plan

arthas-eagleeye-traceid

使用 Arthas 的 watch/trace 获取 EagleEye traceId / 获取请求的 traceId

arthas 诊断 java应用，jvm问题 skill

kpi-dashboard-design

wshobson/agents

Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use this skill when building an executive SaaS metrics dashboard tracking MRR, churn, and LTV/CAC ratios; designing an operations center with live service health and request throughput; creating a cohort retention analysis view for a product team; or debugging a dashboard where metrics contradict each other due to inconsistent calculation methodology.

istio-traffic-management

wshobson/agents

Configure Istio traffic management including routing, load balancing, circuit breakers, and canary deployments. Use when implementing service mesh traffic policies, progressive delivery, or resilience patterns.

linkerd-patterns

wshobson/agents

Implement Linkerd service mesh patterns for lightweight, security-focused service mesh deployments. Use when setting up Linkerd, configuring traffic policies, or implementing zero-trust networking with minimal overhead.

service-mesh-observability

wshobson/agents

Implement comprehensive observability for service meshes including distributed tracing, metrics, and visualization. Use when setting up mesh monitoring, debugging latency issues, or implementing SLOs for service communication.

distributed-tracing

wshobson/agents

Implement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks. Use when debugging microservices, analyzing request flows, or implementing observability for distributed systems.

grafana-dashboards

wshobson/agents

Create and manage production Grafana dashboards for real-time visualization of system and application metrics. Use when building monitoring dashboards, visualizing metrics, or creating operational observability interfaces.

prometheus-configuration

wshobson/agents

Set up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications. Use when implementing metrics collection, setting up monitoring infrastructure, or configuring alerting systems.

python-observability

wshobson/agents

Python observability patterns including structured logging, metrics, and distributed tracing. Use when adding logging, implementing metrics collection, setting up tracing, or debugging production systems.

appinsights-instrumentation

github/awesome-copilot

Instrument a webapp to send useful telemetry data to Azure App Insights

breakdown-feature-prd

github/awesome-copilot

Prompt for creating Product Requirements Documents (PRDs) for new features, based on an Epic.

Yeachan-Heo/oh-my-codex

Ralph Init deprecated skill

Yeachan-Heo/oh-my-codex

Trace deprecated shim

nanocoai/nanoclaw

Introduce yourself to a newly connected channel. Triggered automatically when a channel is first wired. Send a friendly greeting and brief overview of what you can do.

sglang-diffusion-add-model

sgl-project/sglang

Use when adding a new diffusion model or Diffusers pipeline to SGLang.

lit-getting-started

End-to-end first-table journey for `@tanstack/lit-table` v9: install the adapter (plus required `lit` and `@lit/context` peers), declare `_features` via `tableFeatures()`, declare `_rowModels` with their factories, build a typed column helper, construct one `TableController` per LitElement host, call `.table(options, selector?)` inside `render()`, and render with `FlexRender({ cell|header|footer })`. Routing keywords: install lit-table, first table, getting started, TableController, basic-table-controller, tableFeatures.

davila7/claude-code-templates

Install and configure the Manifest observability plugin for your agents. Use when setting up telemetry, configuring API keys or endpoints, troubleshooting plugin connection issues, or verifying the observability pipeline is running.

karakeep-app/karakeep

Official skill for how to use karakeep (the bookmark manager) and interact with it programmatically.

new-monitoring-feature

apache/skywalking

Add a new monitoring target / layer to SkyWalking OAP. Orients you to the OAL / MAL / LAL / SpanListener / SegmentListener extension points, the UI template + submodule touchpoints, the docs set that must move together, and the cross-cutting traps that don't live in any one skill.

metrics-graphana

Query and manage Grafana dashboards and Prometheus metrics for Happy infrastructure. Covers grafanactl CLI usage, direct Prometheus queries through Grafana proxy, and dashboard-as-code workflows. Use when user asks about metrics, dashboards, monitoring, Grafana, Prometheus, or wants to add/modify panels.

airbytehq/airbyte

List PRs opened today that are assigned to me or the move-destinations team, excluding external contributors

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; perform read-only queries using the `sentry` command.

kibana-otel-instrumentation

Implement and quality-check OpenTelemetry metric instrumentation in Kibana code that uses `@kbn/metrics`. Use whenever the user wants to add, change, or review OTel metrics — including any call to `metrics.getMeter`, `meter.createCounter`/`createUpDownCounter`/`createGauge`/`createHistogram`/`createObservable*`/`addBatchObservableCallback`, edits to `kibana.yml` `telemetry.metrics` config, or questions like "is this metric well-designed?", "what should I name this counter?", or "which instrument type is right here?". Trigger this skill even when the user does not say "OTel" or "OpenTelemetry" but is clearly adding observability to Kibana server code and already knows what they want to measure.

dyaddebug-minified-error

Map a minified error stack trace from a production Dyad build back to original source locations using source maps.

RightNow-AI/openfang

Prometheus monitoring expert for PromQL, alerting rules, Grafana dashboards, and observability

iii-observability

OpenTelemetry-backed tracing, structured logs, metrics with rollups, alerts, sampling, and baggage for the engine — emit and query telemetry through `engine::*` functions and react to logs with a `log` trigger.

kubesphere/kubesphere

Use when installing or configuring the WizTelemetry Data Pipeline (vector) extension for KubeSphere, which provides data collection, transformation, and routing for observability data including logs, auditing, events, and notifications

whizard-auditing

kubesphere/kubesphere

Use when working with WizTelemetry Auditing extension for KubeSphere, including installation, configuration, and audit query API

kubesphere/kubesphere

Use when working with WizTelemetry Events extension for KubeSphere, including installation, configuration, and event query API

whizard-logging

kubesphere/kubesphere

Use when working with WizTelemetry Logging extension for KubeSphere, including installation, configuration, and log query API

whizard-notification

kubesphere/kubesphere

Use when working with WizTelemetry Notification extension for KubeSphere, including installation, configuration, troubleshooting, notification channel setup, alert routing, and silence management.

whizard-telemetry-ruler

kubesphere/kubesphere

Use when working with WizTelemetry Ruler extension for KubeSphere, including installation, configuration, alerting rules management