Prometheus · Observability

Queries live Prometheus metrics and manages Grafana dashboards as code for Happy's infrastructure, using the grafanactl CLI and the Grafana datasource proxy API.

slopus/happy

Installs and configures the WizTelemetry Platform Service extension for KubeSphere, the shared API server behind its observability extensions.

kubesphere/kubesphere

Investigates a service incident to its root cause by querying a UModel object graph alongside metrics, logs, topology and recent deployments.

alibaba/UnifiedModel

Redis observability guidance — which metrics to monitor (memory, connections, hit ratio, ops/sec, rejected connections), which built-in commands to reach for during incident triage (SLOWLOG, INFO…

redis/agent-skills

Develops Go microservices with Kratos v2 following official design philosophy, DDD/Clean Architecture layout, Protobuf API, error/config/middleware patterns, and observability.

aide-family/moon

当需要为 funboost 创建 Consumer 或 Publisher 的 Mixin 扩展类时使用。触发场景：添加监控、熔断、限流、链路追踪等横切关注点，编写自定义前置/后置处理钩子。关键词：mixin, consumeroverridecls, publisheroverridecls, ConsumerMixin, 自定义消费者, hook, 拦截器, 熔断器, 监控…

ydf0509/funboost

Builds a picture of whether Prometheus itself is healthy and successfully monitoring its targets, covering readiness, firing alerts, target health and TSDB load.

prometheus/prometheus-mcp

A skill your agent uses when changing Archestra tracing, metrics, OpenTelemetry, Tempo, Grafana, Prometheus, LLM/MCP spans, observability labels, or local observability setup.

archestra-ai/archestra

A skill your agent uses when adding tracing, structured logging, metrics, or monitoring to a FrontMCP server.

agentfront/frontmcp

Monitoring and observability strategy, implementation, and troubleshooting.

ahmedasmar/devops-claude-skills

A skill your agent uses when the user asks to "check data usage", "list TCO policies", "reduce Coralogix costs", "optimize observability spend", "lower our logging bill", "data budget exceeded"…

coralogix/cx-cli

Quantifies elevated error rates with PromQL, compares them to a baseline, and isolates which jobs or instances an error spike is concentrated in.

prometheus/prometheus-mcp

Finds the metrics and labels behind a Prometheus series explosion using a connected Prometheus MCP server, then proposes relabeling, dropping or recording-rule fixes with measured impact.

prometheus/prometheus-mcp

LiteLLM-RS Observability Architecture. An agent skill from majiayu000/litellm-rs.

majiayu000/litellm-rs

Generates valid PromQL queries for Cloud Monitoring metrics from metric descriptors and resource parameters, with a validator script and error-recovery notes.

google/skills

Sets up application monitoring: structured logs, Prometheus metrics, OpenTelemetry tracing, Grafana dashboards, alert rules and load tests with k6 or Artillery.

Jeffallan/claude-skills

Audits Prometheus recording and alerting rules through a connected Prometheus MCP server, finds gaps and noisy alerts, and drafts improved rule-group YAML.

prometheus/prometheus-mcp

Installs and configures the WizTelemetry Notification extension for KubeSphere: channel setup, alert routing by tenant labels, silences and troubleshooting.

kubesphere/kubesphere

Find out what a running Mendix app actually does — logs, Prometheus metrics, OpenTelemetry traces and the model catalog, joined across sources.

mendixlabs/mxcli

A skill your agent uses for any question involving telemetry data: "investigate an issue", "debug a problem", "find out why something is slow", "check error rates", "analyze user behavior"…

coralogix/cx-cli

Finds where a Prometheus metric stops existing, whether at the target, the scrape, relabeling or the query, using the tools of a connected Prometheus MCP server.

prometheus/prometheus-mcp

Build and deploy a Coralogix dashboard for a given service from its logs, spans, metrics, and service specs.

coralogix/cx-cli

Build a unified telemetry pipeline with Grafana Alloy — one OpenTelemetry-compatible binary that collects metrics, logs, traces, and profiles and ships to Grafana Cloud / Prometheus / Loki / Tempo /…

grafana/skills

Go observability — always-on production signals: slog logging, Prometheus metrics, OpenTelemetry tracing, pprof profiling, alerting, Grafana.

context-labs/whip

Read what FastLLM has been doing — usage records, time-series aggregates, the configuration audit trail, Prometheus metrics, control-plane health, and per-replica fleet status.

azrtydxb/Fastllm-proxy

当需要为 funboost 任务添加监控、链路追踪或告警时使用。触发场景：Prometheus 指标、OpenTelemetry 链路追踪、异常告警通知、周期额度限制、函数结果持久化。关键词：Prometheus, OpenTelemetry, OTel, 告警, 监控, metrics, tracing, AlertNotifier, PeriodicQuota。

ydf0509/funboost

Monitoring, logging, and tracing implementation using OpenTelemetry as the unified standard.

ancoleman/ai-design-components

Configures GKE observability, including Cloud Logging, Cloud Monitoring, and managed Prometheus.

google/skills

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

ruvnet/ruflo

Design, audit, and troubleshoot production monitoring and observability using user-impact checks, layered telemetry, USE/RED, SLI/SLO/SLA, error budgets, cardinality controls, actionable alerting…

AnastasiyaW/codex-claude-code-config

Builds, configures, debugs, and optimizes AWS observability - operator-symptom questions and detecting Omni vs classic CloudWatch.

aws/agent-toolkit-for-aws

A skill your agent uses when you need to implement or improve Java metrics observability with Micrometer — including meter design, naming/tag conventions, cardinality control…

jabrena/plinth

Observability and SRE expert. An agent skill from majiayu000/spellbook.

majiayu000/spellbook

Observability patterns for Python applications. An agent skill from aiskillstore/marketplace.

aiskillstore/marketplace

This skill provides AWS cost optimization, monitoring, and operational best practices with integrated MCP servers for billing analysis, cost estimation, observability, and security assessment.

Microck/ordinary-claude-skills

Monitoring and observability patterns for Prometheus metrics, Grafana dashboards, Langfuse v4 LLM tracing (astype, scorecurrentspan, shouldexportspan, LangfuseMedia), and drift detection.

yonatangross/orchestkit

OpenTelemetry, distributed tracing, structured logging, metrics (Prometheus, Grafana, Datadog).

TheBeardedBearSAS/claude-craft

Monitoring and observability with OpenTelemetry, Prometheus, Grafana dashboards, and structured logging

rohitg00/awesome-claude-code-toolkit

Observability: structured logs, metrics (RED/USE), tracing, SLO/SLI.

softspark/ai-toolkit

Set up Apollo.io monitoring and observability. An agent skill from jeremylongshore/tons-of-skills-marketplace.

jeremylongshore/tons-of-skills-marketplace

Monitor ClickHouse with Prometheus metrics, Grafana dashboards, system table queries, and alerting for query performance, merge health, and resource usage.

jeremylongshore/tons-of-skills-marketplace

Set up Customer.io monitoring and observability. An agent skill from jeremylongshore/tons-of-skills-marketplace.

jeremylongshore/tons-of-skills-marketplace

Set up comprehensive observability for Deepgram integrations.

jeremylongshore/tons-of-skills-marketplace

Implement observability for Evernote integrations. An agent skill from jeremylongshore/tons-of-skills-marketplace.

jeremylongshore/tons-of-skills-marketplace

Set up monitoring, metrics, and alerting for Figma API integrations.

jeremylongshore/tons-of-skills-marketplace

Implement comprehensive observability for Gamma integrations.

jeremylongshore/tons-of-skills-marketplace

Set up observability for Groq integrations: latency histograms, token throughput, rate limit gauges, cost tracking, and Prometheus alerts.

jeremylongshore/tons-of-skills-marketplace

A skill your agent uses when you need production monitoring for an Intercom integration — instrumenting API calls with metrics and traces, standing up dashboards, or wiring alerts for error rate…

jeremylongshore/tons-of-skills-marketplace