Observability

Decide whether and how errors report to Sentry. An agent skill from langfuse/langfuse.

langfuse/langfuse

Run any Python LLM agent as an Agent Observability experiment using the public agento11y.experiments package: define a test suite, run an existing agent through typed trials, bind or record…

grafana/agento11y

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

Investigate agent activity and JSONL/gzip evidence. An agent skill from QuentinCody/interlinked-cli.

QuentinCody/interlinked-cli

Finds the metrics and labels behind a Prometheus series explosion using a connected Prometheus MCP server, then proposes relabeling, dropping or recording-rule fixes with measured impact.

prometheus/prometheus-mcp

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

majiayu000/litellm-rs

Guides Docker, CI/CD pipelines, deployment strategies, infrastructure as code, and observability setup.

CloudAI-X/claude-workflow-v2

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

ollygarden/opentelemetry-agent-skills

Troubleshooting guide for NanoClaw's containerized agents: where the logs are, how the two session databases show message flow, and how to raise the log level.

nanocoai/nanoclaw

Runtime self-diagnosis knowledge: database layout, observability APIs, timeout hierarchy, restart procedure, failure replay.

spytensor/openmozi

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

Review an AI agent before release across scope, tools, state, safety, observability, human handoff, and rollback.

aircrushin/promptMinder

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

elastic/kibana

Build production-ready monitoring, logging, and tracing systems.

davila7/claude-code-templates

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 the OpenSearch extension that stores KubeSphere logs, events, audit data and notification history, with its dashboard and curator options.

kubesphere/kubesphere

Installs and configures KubeSphere's WizTelemetry Data Pipeline, built on Vector, which collects and routes logs, audit events, events and notifications to OpenSearch.

kubesphere/kubesphere

Installs and configures the WizTelemetry Auditing extension for KubeSphere, which collects and stores Kubernetes audit events, and covers the audit query API.

kubesphere/kubesphere

Installs and configures the WizTelemetry Events extension for KubeSphere, which exports Kubernetes events for storage, with dependency checks and the event query API.

kubesphere/kubesphere

Installs and configures WizTelemetry Logging for KubeSphere, with container log and optional disk log collection, dependency checks and the log query API.

kubesphere/kubesphere

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

kubesphere/kubesphere

Add purposeful debug logging to improve observability without changing behavior.

dmitriiweb/extract-emails

Generates valid PromQL queries for Cloud Monitoring metrics from metric descriptors and resource parameters, with a validator script and error-recovery notes.

google/skills

Add Pydantic Logfire observability to application code — traces, logs, metrics, and AI/agent spans.

pydantic/skills

DAVIS problem analysis including root cause identification, impact assessment, and correlation with other telemetry.

Dynatrace/dynatrace-for-ai

Diagnose and strengthen a repository's harness layer: AGENTS.md rules, knowledge layout, architecture boundaries, lint and type gates, API and generated-client contracts, test scaffolding…

PacificStudio/openase

Designs distributed systems: bounded-context service boundaries, sync and async communication, data ownership, resilience, tracing and rollout strategy.

Jeffallan/claude-skills

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

Jeffallan/claude-skills

Audits Prometheus recording and alerting rules through a connected Prometheus MCP server, finds gaps and noisy alerts, and drafts improved rule-group YAML.

prometheus/prometheus-mcp

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

Implements error handling patterns, structured logging, retry strategies, circuit breakers, and graceful degradation.

CloudAI-X/claude-workflow-v2

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

ollygarden/opentelemetry-agent-skills

Traces an opaque production error in an OpenWork build to its cause using local server logs and Sentry, names the regressing PR and files a report.

different-ai/openwork

Operational controls for long-lived or cloud-hosted agent systems — runtime lifecycle (start, pause, stop, restart), observability (logs, metrics, traces), least-privilege safety scopes and kill…

affaan-m/ECC

Installs clidash, a dependency-free web dashboard that turns the JSON resource listings of a CLI such as NanoClaw's ncl into read-only tabs and tables.

nanocoai/nanoclaw

Adds a local monitoring dashboard to NanoClaw by installing its npm package and a pusher module that sends periodic JSON snapshots of agent activity.

nanocoai/nanoclaw

Opt the current project into local Claude Code usage telemetry, or verify its setup.

Eigenwise/eigenwise-toolshed

Installs and configures the WizTelemetry Notification extension for KubeSphere: channel setup, alert routing by tenant labels, silences and troubleshooting.

kubesphere/kubesphere

Installs the WizTelemetry Ruler extension for KubeSphere and manages event, audit and log alerting rules as RuleGroup and ClusterRuleGroup resources.

kubesphere/kubesphere

Observability for .NET 10 applications. An agent skill from Resgrid/Core.

Resgrid/Core

Systematic debugging methodology with 4-phase process, root cause tracing, and elite observability standards.

xenitV1/claude-code-maestro

Overview of Neon, a complete set of cloud backend primitives for apps and agents, spanning Lakebase Postgres, Auth, the Data API, Object Storage, Compute Functions, and the AI Gateway.

smontlouis/bible-strong

A skill your agent uses when instrumenting or inspecting TRL training runs with Trackio, run names, metric schemas, dashboards, logs, grep or ripgrep, SFTP, Hugging Face Job logs, remote artifacts…

burtenshaw/training-agents

Use early in an AI-agent project — before ship, before real traffic — to decide which evaluations to set up and to scaffold a starter experiment.

grafana/agento11y

Answers questions about agent spend, token use, traces, events, errors and tool usage by running read-only SQL against a local TMA1 observability store.

tma1-ai/tma1

Use at review and ship, automatically for feature or architecture changes and on request for error handling, logging, crash reporting, or observability; verify errors reach production monitoring.

KbWen/agentic-os

A concise feature matrix for deciding which PlanetScale safety, observability, and automation recommendations apply by engine.

planetscale/skills