DevOps & Cloud · OpenTelemetry

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

OpenTelemetry in Ruby — SDK setup, manual tracing, experimental metrics and logs, Bundler integration, contrib instrumentation for Rails/Rack/Sinatra/Sidekiq and other gems, propagation…

ollygarden/opentelemetry-agent-skills

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

rohitg00/awesome-claude-code-toolkit

Change NeMo Relay event fields, subscribers, ATIF output, or typed OpenTelemetry and OpenInference projections.

NVIDIA/NeMo-Relay

Catalog of OpenTelemetry instrumentation built into framework @cyanheads/mcp-ts-core — spans, metrics, completion logs, env config, runtime caveats, custom instrumentation patterns, and cardinality…

cyanheads/pubmed-mcp-server

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

Wire LangChain 1.0 / LangGraph 1.0 traces into an OpenTelemetry-native backend (Jaeger, Honeycomb, Grafana Tempo, Datadog) with LLM-specific SLOs, safe prompt-content policy, and subgraph-aware span…

jeremylongshore/tons-of-skills-marketplace

Advanced Sentry troubleshooting for complex SDK issues, silent event drops, source map failures, distributed tracing gaps, and SDK conflicts.

jeremylongshore/tons-of-skills-marketplace

Set up Vercel observability with runtime logs, analytics, log drains, and OpenTelemetry tracing.

jeremylongshore/tons-of-skills-marketplace

Validates and bootstraps Amazon Bedrock AgentCore observability so customers can trace agent reasoning, detect silent failures, and measure performance before an outage.

aws/tools-for-devops-agent

Push records from apps, services, devices, or scripts directly into Unity Catalog Delta tables with Zerobus Ingest: SDKs (Python, TypeScript, Go, Java, Rust, C++, .NET), REST, OTLP, MQTT, Arrow…

databricks/databricks-agent-skills

Enabling the built-in OpenTelemetry (OTLP) exporter for Effect-based Golem agents.

golemcloud/golem

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

A skill your agent uses when instrumenting a service from the inside so an incident can be explained from telemetry alone — wiring OpenTelemetry logs, metrics and traces, standing up a Collector…

ericrisco/rsc-harness

OpenTelemetry observability - tracing, metrics, logs, instrumentation, and context propagation patterns When user works with OpenTelemetry, adds tracing/metrics/logging, configures exporters, or…

shepherdjerred/monorepo

Provides comprehensive patterns for deploying Next.js applications to production.

giuseppe-trisciuoglio/developer-kit

OpenTelemetry SDK and package version lookup across languages.

ollygarden/opentelemetry-agent-skills

Operate the observability stack that deploys as one unit: Prometheus scrape configuration, recording and alerting rules, relabeling, retention, and high availability; OpenTelemetry Collector…

magnus919/agent-skills

Observability patterns for logging, monitoring, alerting, and distributed tracing.

TheSoftwareHouse/copilot-collections

Verify observability posture — audit monitoring coverage, find blind spots, prioritize gaps.

jeremylongshore/tons-of-skills-marketplace

Instrument a service with OpenTelemetry — RED metrics, structured logs, distributed tracing, and health checks.

jeremylongshore/tons-of-skills-marketplace

A skill your agent uses for MLflow GenAI observability work: tracing, trace search/export, OpenTelemetry, prompts, GenAI datasets/evaluation, scorers/judges, review queues, assessments, and provider…

VectorSpaceLab/AREX-Skill

Effect-TS library usage in TypeScript — Effect.gen generators, Schema.Struct/Schema.Class definitions, Layer/Context.Tag/Service patterns, Effect.pipe pipelines, Data.TaggedError/Data.Class error…

pproenca/dot-skills

Enabling the OpenTelemetry (OTLP) plugin for a MoonBit Golem agent — exporting traces, logs, and metrics to an OTLP collector, adding custom spans with the @context API.

golemcloud/golem

Enabling the OpenTelemetry (OTLP) plugin for a Rust Golem agent — exporting traces, logs, and metrics to an OTLP collector, adding custom spans with the invocation context API.

golemcloud/golem

Enabling the OpenTelemetry (OTLP) plugin for a Scala Golem agent — exporting traces, logs, and metrics to an OTLP collector, adding custom spans with the invocation context API.

golemcloud/golem

Enabling the OpenTelemetry (OTLP) plugin for a TypeScript Golem agent — exporting traces, logs, and metrics to an OTLP collector, adding custom spans with the invocation context API or…

golemcloud/golem

Managing Golem plugins — listing available plugins, installing and configuring plugins via golem.yaml or CLI, and understanding built-in plugins like the OTLP exporter.

golemcloud/golem

Instrument Spring Boot with Micrometer metrics, distributed tracing, and structured logging.

HoangNguyen0403/agent-skills-standard

Expert knowledge for Azure Microsoft Opentelemetry development including configuration.

MicrosoftDocs/Agent-Skills