Monitoring and alerting

Investigates distributed application performance using PostHog APM (OpenTelemetry span) data via MCP.

PostHog/posthog

Logs and visualizes ML training metrics with Trackio, firing alerts for issues like loss spikes, and syncing a live dashboard to a Hugging Face Space.

huggingface/skills

A skill your agent uses when publishing prometheus-proxy to Maven Central, cutting a release, running a snapshot publish, or bumping the project version — covers the Maven Central coordinates, GPG…

pambrose/prometheus-proxy

Adds Pydantic Logfire tracing, logging and metrics to Python, JavaScript or TypeScript and Rust projects, with the correct setup order and library extras.

basicmachines-co/basic-memory

A skill your agent uses when investigating production behaviour from logs — a 500/error in prod, a failing or stuck Celery task, tracing one request/traceid/user across services, or confirming a…

letsrevel/revel-backend

对远程多实例MySQL数据库执行全方位深度巡检，覆盖基础健康、连接负载、性能慢查询、索引冗余、主从复制、容量空间、账号安全、配置风险八大维度，全自动完成巡检扫描、风险识别、问题定级、优化建议、报告归档与飞书推送，适用于生产/测试所有运行中MySQL实例常态化合规巡检。适用场景：用户要求进行 MySQL 全链路健康检查、MySQL 综合巡检、MySQL 风险扫描、MySQL 性能审计、MySQL…

openocta/openocta_skills

Build, modify, and ship Grafana dashboards as JSON via the HTTP API — panel types (timeseries / stat / gauge / table / heatmap / logs / traces / node-graph), gridPos 24-column layout, units…

grafana/skills

Diagnose, troubleshoot, and advise on any Qdrant deployment by loading the latest official Qdrant skills live from skills.qdrant.tech.

qdrant/skills

AWS cost optimization, monitoring, and operational excellence expert.

zxkane/aws-skills

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

初始化 OryxOS（或同类 JDK 21 + Spring Boot 3.x 企业级单体）的工程地基：Maven 多模块骨架、 结构化日志、Actuator + Prometheus 监控、Spring MVC + 虚拟线程、springdoc OpenAPI、 统一响应体与全局异常/错误码、Google 格式 + 阿里编码规约（Spotless + 阿里 P3C +…

oryx-labs/oryxos

A skill your agent uses to run a four-panel adversarial advisory review on any pull request that touches the OpenAPM specification artifact (docs/src/content/docs/specs/openapm-.md), its inline /…

microsoft/apm

Help choose, configure, and test local agento11y guard packs for coding-agent tool calls.

grafana/agento11y

This repo is indexed by graft/. An agent skill from m4r1k/Eneru.

m4r1k/Eneru

Write, validate, and optimize PromQL for Prometheus / Grafana Mimir / Grafana Cloud Metrics.

grafana/skills

Mandatory pre-release deep review for minor/major releases (X.Y.0 / X.0.0).

m4r1k/Eneru

MUST USE when investigating performance issues on a ClickHouse-managed Postgres instance.

ClickHouse/agent-skills

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

Implements backend modules from proto definitions for goddess, marksman, and rabbit apps.

aide-family/moon

Set up tracing, metrics and dashboards for Istio, Linkerd and other service meshes, with golden-signal alerts, SLOs and guidance on sampling and cardinality.

wshobson/agents

Sets up Arize Phoenix to trace, evaluate and monitor LLM applications, with instrumentation for OpenAI, LangChain and LlamaIndex and a self-hosted server.

Orchestra-Research/AI-Research-SKILLs

Provides patterns to configure Spring Boot Actuator for production-grade monitoring, health probes, secured management endpoints, and Micrometer metrics across JVM services.

giuseppe-trisciuoglio/developer-kit

A skill your agent uses to queue maintainer-accepted microsoft/apm issues (status/accepted) and fan them out through an isolated pool (default 2) of autopilot-issue-delivery-worker sessions.

microsoft/apm

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

Find the top CPU, memory, or disk consumers. Use for capacity reviews, noisy-neighbor hunts, and top-N questions about which jobs, pods, or…

prometheus/prometheus-mcp

A skill your agent uses when editing, building, previewing, or deploying the prometheus-proxy documentation site under website/prometheus-proxy — covers the Zensical config, code-snippet resolution…

pambrose/prometheus-proxy

Does a read-only first pass on a possible production incident: gathers deploy, Sentry and health-check signals, proposes a severity and status message, then stops for human approval.

superset-sh/superset

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

agentfront/frontmcp

Diagnose a live, running lean devnet from its Prometheus and container logs, then report findings with proposed fixes and stop for approval.

geanlabs/gean

Overview of Neon, a complete set of cloud backend primitives around Lakebase Postgres: Auth, Object Storage, Functions, and the AI Gateway.

neondatabase/agent-skills

Checks whether the Telegram daemon is alive, shows recent logs, finds the remote control URL and diagnoses MCP server problems.

k1p1l0/claude-telegram-supercharged

Monitoring and observability strategy, implementation, and troubleshooting.

ahmedasmar/devops-claude-skills

Queue open microsoft/apm issues and fan them out through an isolated pool (default 2) of autopilot-issue-triage-worker sessions.

microsoft/apm

Create and manage production-ready Grafana dashboards for comprehensive system observability.

davila7/claude-code-templates

Set up metrics collection and visualization with Prometheus and Grafana.

BagelHole/DevOps-Security-Agent-Skills

APM - traces, services, dependencies, performance analysis. An agent skill from DataDog/pup.

DataDog/pup

Build or refactor a Tool-channel provider (PagerDuty, Opsgenie, future incident/alerting tools) to be endpoint-routed: per-subscriber secrets encrypted on the channel endpoint resource, a stateless…

novuhq/novu

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

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

davila7/claude-code-templates

In-memory caching in Golang using samber/hot — eviction algorithms (LRU, LFU, TinyLFU, W-TinyLFU, S3FIFO, ARC, TwoQueue, SIEVE, FIFO), TTL, cache loaders, sharding, stale-while-revalidate, missing…

samber/cc-skills-golang

Queue open microsoft/apm pull requests (community fixes, PRs without an issue, or PRs that close an issue) and fan them out through an isolated pool (default 2) of autopilot-pr-triage-worker sessions.

microsoft/apm

Checks the health of an OmniRoute gateway: provider circuit breakers, latency percentiles, budget guard alerts, connection cooldowns and model lockouts.

diegosouzapw/OmniRoute

OPS on-demand: This skill should be used when the user asks to "datadog", "APM alerts", or…

Lifecycle-Innovations-Limited/claude-ops

Run any Python LLM agent as an Agent Observability experiment using the public agento11y.experiments package: define a test suite, run an existing agent through typed trials, bind or record…

grafana/agento11y

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

Cut Grafana Cloud Metrics cost by shrinking active-series count with Adaptive Metrics aggregation rules — auto-recommendations from query history, custom exact/regex rules, label-drop config…

grafana/skills