OpenTelemetry · Observability

Build or review Langfuse backend code. An agent skill from langfuse/langfuse.

langfuse/langfuse

Debug applications with motel, a local OpenTelemetry ingest and query server.

kitlangton/motel

Manage, deploy, operate, and instrument applications with Temps.

gotempsh/temps

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

Investigates a service incident to its root cause by querying a UModel object graph alongside metrics, logs, topology and recent deployments.

alibaba/UnifiedModel

Give the human an off switch and a cost meter for the coding agents on this machine, using ClawMetry.

vivekchand/clawmetry

Check whether agent telemetry preserves measurement semantics.

roy-tong/AgentMeasure

Analyze and instrument repositories for Traceway observability.

tracewayapp/traceway

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

当任务需要创建、修改、扩展或重组阿里云 SLS 的 dashboard JSON 或可导入的大盘配置时使用；尤其适用于线上大盘、强对比的分析看板、已校验的查询包，或需要专业中文标签与指标定义的运维向大盘。

alibaba/loongsuite-pilot

Operate an agentfleet fleet for large-scale periodic information gathering.

dreamers-laboratory/agent-fleet-manager

Read your own agent telemetry from ClawMetry (waste, progress, cost) and act on it before finishing a task.

vivekchand/clawmetry

Evaluate and score agent behavior against a golden reference.

agentevals-dev/agentevals

Propose an improved version of a prompt registered in a self-hosted AgentX (AgentX-trace-eval) instance, using real low-rated evaluation results as evidence, then publish it as a new version once…

AgentX-ai/AgentX-Trace-Eval

Best-practices reference for preparing and instrumenting applications on Temps.

gotempsh/temps

Comprehensive backend development guide for Litefuse's Next.js 14/tRPC/Express/TypeScript monorepo.

litefuse/litefuse

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

google/skills

Monitor hosts, Docker containers, Kubernetes clusters, database/queue/cache servers, and cloud-provider metrics with Pydantic Logfire — no application code required.

pydantic/skills

Full Sentry SDK setup for Elixir. An agent skill from getsentry/sentry-for-ai.

getsentry/sentry-for-ai

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

A skill your agent uses when adding Spring AI-specific model observations, token usage, latency, externally configured cost attribution, advisor telemetry, or protected prompt and completion logging.

rrezartprebreza/spring-boot-skills

Build custom OpenTelemetry Collector distributions with OCB (OpenTelemetry Collector Builder).

ollygarden/opentelemetry-agent-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

Inspect and debug live streaming agent sessions to understand what the agent did.

agentevals-dev/agentevals

OpenTelemetry in Go — SDK setup, API surface, breaking changes, contrib instrumentation libraries (otelhttp, otelgrpc, otelmongo), compile-time zero-code instrumentation (otelc), and performance…

ollygarden/opentelemetry-agent-skills

Real-time observability for OpenClaw agents — local dashboard + optional encrypted cloud sync.

vivekchand/clawmetry

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

基于 LoongSuite Pilot / AI Coding Agent 日志生成事件洞察、组织洞察、数据质量、研发效能和 AI Native 使用类 SLS 报表时使用；包含 AI Coding 事件表语义，以及团队报表可选的部门维表、deptuser 组织关系、指标口径和公共 CTE，通常与 sls-dashboard-builder 一起使用。

alibaba/loongsuite-pilot

Instrument API requests with spans and distributed tracing. An agent skill from nexus-labs-automation/mobile-observability.

nexus-labs-automation/mobile-observability

A skill your agent uses when building cloud-native apps. An agent skill from moeru-ai/auv.

moeru-ai/auv

OpenTelemetry Transformation Language (OTTL) expert for writing and debugging telemetry transformations in the OpenTelemetry Collector.

ollygarden/opentelemetry-agent-skills

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

Debug SQL execution time via distributed tracing (OpenTelemetry / Tempo).

MaterializeInc/materialize

OpenTelemetry profiles signal and the eBPF profiler (otelcol-ebpf-profiler, profiling receiver).

ollygarden/opentelemetry-agent-skills

TRIGGER when user asks to add or modify a metric, counter, gauge, or histogram, or to track/measure an operation.

microbus-io/fabric

Add or change OpenTelemetry tracing, metrics, and structured logging in the .NET API (apps/api) — OTLP exporter setup, custom ActivitySource spans, IMeterFactory metrics, log/trace correlation.

atherio-danp/cde-dotnetcc

LiteLLM-RS Observability Architecture. An agent skill from majiayu000/litellm-rs.

majiayu000/litellm-rs

Migrate OpenTelemetry Span Events (AddEvent, RecordException, and language equivalents) to the Logs API following the accepted OTEP 4430 migration plan.

ollygarden/opentelemetry-agent-skills

Design error handling, structured logging, and observability with OpenTelemetry (traces, metrics, logs), error classification, recovery patterns (retry with jitter, circuit breaker, bulkhead…

EliasOulkadi/shokunin

Configures .NET CI/CD pipelines (GitHub Actions with setup-dotnet, NuGet cache, reusable workflows; Azure DevOps with DotNetCoreCLI, templates, multi-stage), containerization (multi-stage…

novotnyllc/dotnet-artisan

Implement and quality-check OpenTelemetry metric instrumentation in Kibana code that uses @kbn/metrics.

elastic/kibana

Enhancement-overlay skill — the DECISION + WIRING layer for LM observability that the single-backend skills [[langsmith]], [[phoenix]], [[mlflow]] do NOT cover.

agentsope/SkillAlchemy

Installs and configures WizTelemetry Tracing for KubeSphere, an OpenTelemetry-based tracing extension, and covers its components, query API and auto-instrumentation.

kubesphere/kubesphere

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

Jeffallan/claude-skills

Sets up a shared ServiceDefaults project for .NET Aspire apps that centralizes OpenTelemetry, health checks, HTTP resilience and service discovery for every service.

Aaronontheweb/dotnet-skills

Build safe, version-pinned telemetrygen commands for synthetic OTLP traces, metrics, and logs.

ollygarden/opentelemetry-agent-skills