Prometheus

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

Author, modify, or review Netdata collectors across Go, IBM, C, Rust and external plugins.

netdata/netdata

DevOps 工程师 Agent — CI/CD 流水线、容器化与 K8s、基础设施即代码、可观测性. An agent skill from peterfei/ai-agent-team.

peterfei/ai-agent-team

Improve and validate the Kaniop Grafana dashboard against repository metrics and the grigri live cluster.

pando85/kaniop

基础设施运维专家入口。用于 Codex CLI 的 $expert-ops 调用. An agent skill from ReJeCtAll/ExpertTeam-Codex.

ReJeCtAll/ExpertTeam-Codex

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

google/skills

Set up Prometheus and Grafana monitoring for AQUA vLLM model deployments on OCI.

oracle/accelerated-data-science

A skill your agent uses when the user asks to "set up parsing", "create parsing rule", "extract fields from logs", "regex extraction", "log parsing", "enrich logs", "add context to logs", "custom…

coralogix/cx-cli

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

Jeffallan/claude-skills

Defines SLIs, SLOs and error budgets, and sets up golden-signal monitoring, blameless postmortems, toil automation and chaos experiments for production systems.

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

Debug the running local stack with traces, logs, and a shared headless browser.

macro-inc/macro

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

检查 Prometheus 数据源的连通性、数据延迟和指标采集健康度。

kubehan/PromAI

Review and tune Prometheus configuration and performance. An agent skill from prometheus/prometheus-mcp.

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

Guides Qdrant monitoring setup including Prometheus scraping, health probes, Hybrid Cloud metrics, alerting, and log centralization.

qdrant/skills

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

RightNow-AI/openfang

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

Diagnoses GKE JobSet interruptions, restarts, and preemptions for AI/ML training workloads autonomously.

google/skills

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

Set up and manage NVIDIA GPU servers for AI workloads. An agent skill from sickn33/agentic-awesome-skills.

sickn33/agentic-awesome-skills

Build AI-focused SRE incident response practices for LLM outages, degraded quality, runaway cost events, and safety regressions.

sickn33/agentic-awesome-skills

Monitors and troubleshoots GKE TPU workloads, nodes, and node pools using GKE system metrics and PromQL.

google/skills

Set up alerting rules, configure on-call rotations, and manage incident response workflows.

sickn33/agentic-awesome-skills

Initialize Navigator documentation structure in a project. An agent skill from qf-studio/navigator.

qf-studio/navigator

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

ancoleman/ai-design-components

Generates Cloud Monitoring Server-Driven UI (SDUI) Widget and XyChart Protocol Buffer textprotos on Google Cloud from resolved PromQL or ListTimeSeries queries.

google/skills

Configures alerting policies in Terraform for Google Kubernetes Engine (GKE) clusters, workloads, and services using PromQL and Google Cloud Managed Service for Prometheus.

google/skills

Auto-scale LLM inference clusters on Kubernetes using KEDA, custom GPU metrics, and horizontal pod autoscaling.

sickn33/agentic-awesome-skills

Set up metrics collection and visualization with Prometheus and Grafana.

sickn33/agentic-awesome-skills

Configures best-practice, high-signal alerting policies for Cloud Run resources on Google Cloud (services, jobs, and worker pools) based on seasoned SRE practices.

google/skills

Configures Cloud Monitoring PromQL-based Service Level Objective (SLO) alerting policies on Google Cloud for resources registered in App Hub or individually specified.

google/skills

Guides Qdrant monitoring and observability setup. An agent skill from github/awesome-copilot.

github/awesome-copilot

Analyze the experiment precompute result-consistency canary across prod-US and prod-EU, deep-dive any issues, and produce an actionable report.

PostHog/posthog

Investigates server/infrastructure metric anomalies in PostHog Metrics — from "this metric is rising/dropping/spiking" or a fired alert to a probable cause with evidence.

PostHog/posthog

Manages scaling for GKE workloads using HPA and VPA. An agent skill from google/skills.

google/skills

Diagnoses, predicts, and mitigates node disruptions during Compute Engine host maintenance and hardware or software maintenance events for GPU and TPU workloads on GKE.

google/skills

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

Kubernetes deployment workflow for container orchestration, Helm charts, service mesh, and production-ready K8s configurations.

aiskillstore/marketplace

Auto-instrument an application's HTTP / gRPC / DB traffic with Grafana Beyla eBPF — no code changes, no SDK, no restart.

grafana/skills