OpenTelemetry · For devops and sre engineers

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

This skill provides comprehensive guidance for SAP Cloud Logging service on SAP BTP.

secondsky/sap-skills

Expert performance engineer specializing in modern observability.

Dokhacgiakhoa/Agent-Skills-4-Vibe-Coding-CLI

Observability overview and glue for .NET 10: how the pieces fit together, plus the cross-cutting parts owned here — ASP.NET health check endpoints (/health), correlation IDs, and log-level strategy.

codewithmukesh/dotnet-claude-kit

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

Cloudflare Worker telemetry at the fetch boundary — OTLP traces / metrics / logs + utels error tracking + D1 Proxy that emits slow-query warnings.

mizchi/skills

Adds Arize AX tracing to an LLM application for the first time.

github/awesome-copilot

Azure Monitor OpenTelemetry Exporter for Python. An agent skill from aiskillstore/marketplace.

aiskillstore/marketplace

Expert performance engineer specializing in modern observability, application optimization, and scalable system performance.

aiskillstore/marketplace

Design or troubleshoot telemetry, SLOs, and incident diagnostics.

first-fluke/oh-my-agent

Architecture and API reference for @dxos/tracing. An agent skill from dxos/dxos.

dxos/dxos

OpenTelemetry semantic convention lookup and naming guidance.

ollygarden/opentelemetry-agent-skills

Take a working agent prototype to a scalable, observable production deployment on Microsoft Foundry.

microsoft/ai-agents-for-beginners

Take one working agent prototype go scalable, observable production deployment for Microsoft Foundry.

microsoft/ai-agents-for-beginners

Provides guidance for implementing OpenTelemetry instrumentation in .NET codebases, covering tracing (Activities/Spans), metrics, logs, naming conventions, error handling, performance, SDK setup…

Aaronontheweb/dotnet-skills

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

Version-pinned inventory of the telemetry (spans, metrics, logs, attributes) emitted by OpenTelemetry collector components and SDK instrumentation packages.

ollygarden/opentelemetry-agent-skills

Azure Monitor OpenTelemetry Exporter for Python. An agent skill from microsoft/skills.

microsoft/skills

Node.js OpenTelemetry setup — SDK init, auto-instrumentation packages, and the esbuild ESM silent-failure gotcha (instrumentation- packages produce no spans when bundled with esbuild --format=esm).

mizchi/skills

A skill your agent uses when adding service-wide Spring Boot 3 Actuator, Micrometer metrics, distributed tracing, OpenTelemetry export, structured logging, health probes, dashboards, or alerts.

rrezartprebreza/spring-boot-skills

A skill your agent uses when adding service-wide Spring Boot 4 Actuator, Micrometer Observation and Tracing, OpenTelemetry or OTLP export, structured logging, health probes, dashboards, or alerts.

rrezartprebreza/spring-boot-skills

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

A skill your agent uses when adding or reviewing logging, metrics, or tracing in an application, or when a production problem can't be diagnosed from the signals that exist today.

WrongStack/WrongStack

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

A skill your agent uses when you need to implement or improve distributed tracing with OpenTelemetry in Java — including trace/span modeling, context propagation, semantic conventions, span…

jabrena/plinth

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

majiayu000/spellbook

A skill your agent uses when choosing or configuring NeMo Relay 0.6 or 0.7 observability through the built-in plugin, subscribers, or exporters, including raw ATOF events, ATIF trajectories…

NVIDIA/NeMo-Relay

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

aiskillstore/marketplace

Use production telemetry as INPUT to design new tests. An agent skill from petrkindlmann/qa-skills.

petrkindlmann/qa-skills

Add OpenTelemetry tracing to MATLAB code. An agent skill from matlab/matlab-agentic-toolkit.

matlab/matlab-agentic-toolkit

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

Analyze & debug GenAI/LLM apps: token cost & caching by prompt, model & provider; latency/errors; agent & tool loops/failures; conversations; guardrails; evaluations; OpenTelemetry/dt-evals setup.

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

Platform-agnostic OpenTelemetry reference — signal selection (traces/metrics/logs), span design, context propagation (W3C TraceContext), sampling strategies, and OTLP exporter config.

mizchi/skills

Instrument applications and infrastructure with OpenTelemetry for unified traces, metrics, and logs.

BagelHole/DevOps-Security-Agent-Skills

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

TheBeardedBearSAS/claude-craft

OpenTelemetry browser/RUM mechanics for SPAs and MPAs. An agent skill from ollygarden/opentelemetry-agent-skills.

ollygarden/opentelemetry-agent-skills

OpenTelemetry in Python — SDK setup, declarative config, zero-code instrumentation (opentelemetry-instrument, opentelemetry-distro), contrib auto-instrumentation, manual API, performance tuning…

ollygarden/opentelemetry-agent-skills

OpenTelemetry in .NET — DI/builder SDK setup (OpenTelemetry.Extensions.Hosting, AddOpenTelemetry, UseOtlpExporter, OpenTelemetrySdk.Create), native .NET instrumentation APIs (ActivitySource…

ollygarden/opentelemetry-agent-skills

OpenTelemetry in Java — Javaagent zero-code instrumentation, Spring Boot Starter, manual autoconfigure SDK, declarative YAML configuration, BOM dependency management, sensitive-data capture and…

ollygarden/opentelemetry-agent-skills

OpenTelemetry in Node.js / JavaScript / TypeScript — NodeSDK, declarative YAML configuration, auto-instrumentations, ESM vs CJS import patterns.

ollygarden/opentelemetry-agent-skills