OpenTelemetry · Monitoring and alerting

Explores and queries OpenTelemetry metrics in Axiom MetricsDB, listing datasets, metrics and tags first and picking the right aggregation for each metric's type.

openclaw/clawhub

Specifies how to instrument an opik-backend pipeline with per-stage OpenTelemetry metrics for throughput, latency, errors and queue delay by workspace.

comet-ml/opik

Writes Terraform alerting policies for AI agents that emit OpenTelemetry metrics, covering reliability, cost, safety, security and quality signals on Google Cloud.

google/skills

Manage the self-hosted SigNoz observability stack in this GitOps repo.

qjoly/GitOps

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

PostHog/posthog

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

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

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

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

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

Lifecycle-Innovations-Limited/claude-ops

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

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

Jeffallan/claude-skills

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

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

Get RED metrics + service maps + frontend RUM + AI/LLM monitoring out of Grafana Cloud — Application Observability (tracesspanmetrics from OTel traces, p50/p95/p99 latency, exemplar-to-trace…

grafana/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

Onboard an application into Elastic Observability with the Elastic Distribution of OpenTelemetry (EDOT): route on language and runtime, detect and replace a classic Elastic APM agent, apply the…

elastic/agent-skills

Intent-based observability + traceability router across layers, boundaries, and signals.

first-fluke/oh-my-agent

Unblock hosted Web Console OTLP to localhost:4318. An agent skill from forcedotcom/salesforcedx-vscode.

forcedotcom/salesforcedx-vscode

Triage a degraded or suspect service end to end: read SLO status and burn rate, check active alerting rules and ML anomalies, measure throughput, latency, and error rate, assess dependency health…

elastic/agent-skills

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

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

grafana/skills

Set up Grafana Cloud Database Observability for MySQL and PostgreSQL — enables pgstatstatements / Performance Schema, creates a least-privilege monitoring user, configures the…

grafana/skills

Diagnoses a Grafana Frontend Observability (RUM) session: whether it is healthy, what went wrong, ranked problems with timestamps and evidence, likely cause, how to fix it.

grafana/skills

Stand up Grafana Mimir for horizontally scalable, multi-tenant, long-term Prometheus + OTLP metrics storage.

grafana/skills

Instrument any app with OpenTelemetry and ship metrics / logs / traces to Grafana Cloud or self-hosted Mimir / Loki / Tempo / Pyroscope.

grafana/skills

Stand up Grafana Tempo as a cost-efficient distributed-tracing backend that only needs object storage, and write TraceQL queries against it.

grafana/skills

Add OpenTelemetry traces to an AG2 beta Agent via TelemetryMiddleware (autogen.beta.middleware.builtin).

ag2ai/build-with-ag2

Signals scout for PostHog distributed tracing (APM / OpenTelemetry spans).

PostHog/posthog

Sending telemetry data to Grafana Cloud — metrics via Prometheus remote write or OTLP, logs via Loki push or Alloy, traces via OTLP to Tempo, profiles via Pyroscope.

grafana/skills

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

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

Network flow analysis in Dynatrace across three sources: OneAgent flows (host/process/pod-to-peer connections in the defaultnetworkflows Grail bucket), NetFlow/IPFIX/sFlow (via an OpenTelemetry…

Dynatrace/dynatrace-for-ai

GORM v2 最佳实践与性能优化。适用于：代码审查、慢查询优化、N+1、连接池、 事务管理、分库分表、Prometheus/OTel监控、Session安全、Clause/Upsert、 缓存集成、BaseModel脚手架、SQL→struct生成、多租户隔离。

LeoYeAI/openclaw-master-skills

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

Set up comprehensive observability for Deepgram integrations.

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

Set up observability for Klaviyo integrations with metrics, traces, and alerts.

jeremylongshore/tons-of-skills-marketplace

A skill your agent uses when setting up uptime and health monitoring, alerts, or on-call basics for a service already in production, so you learn it is down before customers do — health and…

ericrisco/rsc-harness