Observability

Find out what a running Mendix app actually does — logs, Prometheus metrics, OpenTelemetry traces and the model catalog, joined across sources.

mendixlabs/mxcli

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

microsoft/skills

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

microsoft/skills

Service performance monitoring with RED metrics (Rate, Errors, Duration) and runtime-specific telemetry for Java, .NET, Node.js, Python, PHP, and Go.

Dynatrace/dynatrace-for-ai

A skill your agent uses for any question involving telemetry data: "investigate an issue", "debug a problem", "find out why something is slow", "check error rates", "analyze user behavior"…

coralogix/cx-cli

OpenInference semantic conventions and instrumentation for Phoenix AI observability.

github/awesome-copilot

Finds where a Prometheus metric stops existing, whether at the target, the scrape, relabeling or the query, using the tools of a connected Prometheus MCP server.

prometheus/prometheus-mcp

A skill your agent uses when you need to search Datadog logs, query metrics, tail logs in real-time, trace distributed requests, investigate errors, compare time periods, find log patterns, check…

jjmartres/opencode

Audit and optimize an existing Convex app: security, scale, upgrades, observability.

openclaw/clawhub

Expert SRE incident responder specializing in rapid problem resolution, modern observability, and comprehensive incident management.

davila7/claude-code-templates

Assess OpenTelemetry package and Collector upgrades across ecosystems.

ollygarden/opentelemetry-agent-skills

Structured logging extensions for Golang using samber/slog- — multi-handler pipelines, sampling, attribute formatting, HTTP middleware (gin, echo, fiber, chi), backend routing (datadog, sentry…

context-labs/whip

Use this spell for lightweight indicators: status pips, progress markers, heartbeat widgets, and ambient observability that help humans orient quickly.

Hmbown/Wizards-of-the-Ghosts

Development guide for the @arizeai/phoenix-client TypeScript SDK — run and resume experiments, manage OpenTelemetry tracer providers with stack-based attach/detach, and write vitest unit and…

Arize-ai/phoenix

Subscribe to cost events (cost:http:request, llm:generation:metering) to forward LLM and API spend to your own observability system.

growthxai/output

Trace, evaluate, and deploy AI agents and LLM applications with LangSmith.

langchain-ai/docs

Instrument AI agents with tracing, token metrics, latency, and cost visibility.

sickn33/agentic-awesome-skills

Azure Application Insights SDK for .NET. An agent skill from microsoft/skills.

microsoft/skills

Azure Resource Manager SDK for Arize AI Observability and Evaluation (.NET).

microsoft/skills

Azure Weights & Biases SDK for .NET. An agent skill from microsoft/skills.

microsoft/skills

Instrument applications with Azure Monitor and OpenTelemetry for JavaScript (@azure/monitor-opentelemetry).

microsoft/skills

Cloud infrastructure and DevOps workflow covering AWS, Azure, GCP, Kubernetes, Terraform, CI/CD, monitoring, and cloud-native development.

davila7/claude-code-templates

Profiles a slow command or runtime you own with the right profiler for its language, using uninstrumented baseline timings and keeping raw profiling evidence local and private.

loopx-project/loopx

Adds or updates working code examples for GAIK toolkit components and pipelines in implementationlayer/examples/.

GAIK-project/gaik-toolkit

Distributed traces, spans, service dependencies, and request flow analysis.

Dynatrace/dynatrace-for-ai

eve framework guidance for durable AI agents and agent-powered applications.

vercel/vercel-plugin

OpenTelemetry Weaver registry authoring, codegen, and CI enforcement.

ollygarden/opentelemetry-agent-skills

Build and deploy a Coralogix dashboard for a given service from its logs, spans, metrics, and service specs.

coralogix/cx-cli

Add or modify telemetry instrumentation across assistant-api and integration-api while preserving metric schema compatibility and audit behavior.

rapidaai/voice-ai

Add a logging and telemetry guard that scrubs or blocks PHI from logs, traces, and error reports around an OpenMed deployment.

maziyarpanahi/openmed

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

A skill your agent uses when a user asks to update, bump, or troubleshoot OpenTelemetry Collector dependencies in datadog-agent, including OCB build failures, ddflareextension golden files, static…

DataDog/datadog-agent

ELK Stack deployment, Logstash pipeline building, Filebeat configuration, and Kibana dashboard setup.

aspectrr/deer

Go observability — always-on production signals: slog logging, Prometheus metrics, OpenTelemetry tracing, pprof profiling, alerting, Grafana.

context-labs/whip

Build, refactor, or review Effect v4 HttpApi services on Cloudflare Workers.

Consensys/c0

Read what FastLLM has been doing — usage records, time-series aggregates, the configuration audit trail, Prometheus metrics, control-plane health, and per-replica fleet status.

azrtydxb/Fastllm-proxy

Datadog CLI for searching logs, querying metrics, tracing requests, and managing dashboards.

davila7/claude-code-templates

Use eBPF for deep kernel-level observability — trace syscalls, network flows, and application behavior without code changes using Cilium, Tetragon, and bpftrace.

sickn33/agentic-awesome-skills

Monitor and evaluate RAG systems with retrieval quality metrics, groundedness checks, hallucination detection, and continuous regression testing.

sickn33/agentic-awesome-skills

Inspect an application repository connected to PlanetScale and recommend SQLCommenter-compatible query tagging packages and conventions.

planetscale/skills

Design, evaluate, and improve agentic harnesses — the orchestration layer around LLM-powered tools, agents, assistants, copilots, workflow runtimes, and AI-driven product features.

NateBJones-Projects/OB1

Monitor AI agent health, detect anomalies, set up alerting, and maintain observability dashboards for production multi-agent systems.

cosmicstack-labs/mercury-agent-skills

Open-source AI observability platform for tracing, evaluating, and improving LLM applications with OpenTelemetry integration

Arize-ai/phoenix

OpenTelemetry Collector component configuration. An agent skill from ollygarden/opentelemetry-agent-skills.

ollygarden/opentelemetry-agent-skills

Instruments code so production behavior is visible and diagnosable.

sickn33/agentic-awesome-skills

Query Datadog observability data (logs, metrics, monitors, dashboards, hosts) via direct API.

letta-ai/skills

OpenTelemetry observability for .NET 10 applications. An agent skill from codewithmukesh/dotnet-claude-kit.

codewithmukesh/dotnet-claude-kit

Structured logging with Serilog for .NET 10 applications. An agent skill from codewithmukesh/dotnet-claude-kit.

codewithmukesh/dotnet-claude-kit