Observability skills
Logs, metrics, traces, error tracking, monitoring and incident response.
126 listed skills in this category, of 2,274 in the directory.
Skills in Observability
debugging-executions
Debug workflow execution failures by inspecting failed nodes, re-running executions, and comparing expected versus actual values.
by n8nOfficial publisher
Claude Code, Codex, Cursor +3 · about 2.5K tokens · pinned 6 days ago
instance-awareness
This skill teaches the agent to resolve ambiguous requests by reading the instance's activity log and workflow history instead of asking the user to clarify.
by n8nOfficial publisher
Claude Code, Codex, Cursor +3 · about 1.3K tokens · pinned 6 days ago
creating-replay-vision-scanners
Guides agents through creating Replay Vision scanners, LLM probes that watch session recordings on a schedule and log findings as observations.
by PostHogOfficial publisher
Claude Code, Codex, Cursor +4 · about 3.3K tokens · pinned 6 days ago
exploring-replay-vision-observations
This skill guides agents through reading observations from Replay Vision scanners, understanding their findings across session recordings, and taking action…
by PostHogOfficial publisher
Claude Code, Codex, Cursor +4 · about 3.3K tokens · pinned 6 days ago
exploring-scouts
Explore and understand PostHog Signals scouts through read-only tools, examining fleet configuration, recent runs, performance metrics, and durable team…
by PostHogOfficial publisher
Contains scripts
Claude Code, Codex, Cursor +3 · about 11K tokens · pinned 6 days ago
investigating-replay
Gathers session recording metadata, user profile, event timeline, and linked error issues in parallel to give a complete investigation when a user provides a…
by PostHogOfficial publisher
Claude Code, Codex, Cursor +4 · about 2.3K tokens · pinned 6 days ago
resolving-ingestion-warnings
This skill diagnoses and resolves PostHog ingestion warnings that occur during event processing.
by PostHogOfficial publisher
Claude Code, Codex, Cursor +4 · about 6.8K tokens · pinned 6 days ago
signals-scout-feature-flags
This skill monitors PostHog feature flags for evaluation anomalies and cleanup opportunities.
by PostHogOfficial publisher
Claude Code, Codex, Cursor +3 · about 13.4K tokens · pinned 6 days ago
signals-scout-inbox-validation
This skill validates that merged fixes actually resolve the reported problems by re-measuring the underlying metrics after a soak period, attaches…
by PostHogOfficial publisher
Claude Code, Codex, Cursor +3 · about 8.4K tokens · pinned 6 days ago
signals-scout-replay-vision
This skill monitors PostHog Replay Vision scanners to detect when observation throughput drops unexpectedly and to surface aggregate patterns across sessions…
by PostHogOfficial publisher
Claude Code, Codex, Cursor +3 · about 7.9K tokens · pinned 6 days ago
examples-run-analysis
Analyzes logs and artifacts from manual examples runs to validate example behaviors, identify failures, and classify issues.
by OpenAIOfficial publisher
Claude Code, Codex, Cursor +4 · about 1K tokens · pinned 6 days ago
huggingface-trackio
Trackio is an experiment tracking library that logs ML training metrics via Python API, fires structured alerts for diagnostic events, and retrieves logged…
by Hugging FaceOfficial publisher
Claude Code, Codex, Cursor +4 · about 1.2K tokens · pinned 6 days ago
examples-run-analysis
This skill analyzes logs and source files from completed repository example runs to validate whether examples executed correctly.
by OpenAIOfficial publisher
Claude Code, Codex, Cursor +4 · about 1.1K tokens · pinned 6 days ago
nvflare-diagnose-job
This skill diagnoses NVFLARE federated learning job failures by collecting bounded evidence from logs and artifacts, then matching observed symptoms against a…
by NVIDIAOfficial publisher
Claude Code, Codex, Cursor +4 · about 1.1K tokens · pinned 6 days ago
appinsights-instrumentation
This skill provides guidance and reference materials for instrumenting webapps with Azure Application Insights across ASP.NET Core, Node.js, Python, and…
by MicrosoftOfficial publisher
Contains scripts
Claude Code, Codex, Cursor +3 · about 840 tokens · pinned 6 days ago
azure-diagnostics
The skill diagnoses Azure production issues across App Service, Functions, Container Apps, AKS, VMs, and Messaging services using AppLens, Azure Monitor…
by MicrosoftOfficial publisher
Contains scripts
Claude Code, Codex, Cursor +3 · about 1.6K tokens · pinned 6 days ago
debugging-mwaa-workflow
Diagnoses root causes of Amazon MWAA workflow failures in both Provisioned (Python DAG) and Serverless (YAML) environments using AWS CLI commands and…
by Amazon (AWS)Official publisher
Claude Code, Codex, Cursor +4 · about 2.1K tokens · pinned 6 days ago
operate-on-aws
This skill operates AWS workloads for early-stage startups by investigating incidents, analyzing root causes, and reviewing code before deployment using AWS…
by Amazon (AWS)Official publisher
Claude Code, Codex, Cursor +4 · about 6.8K tokens · pinned 6 days ago
eas-observe
EAS Observe tracks startup, navigation, and custom-event performance in production Expo apps through instrumentation (AppMetricsRoot/ObserveRoot wrapper…
by ExpoOfficial publisher
Claude Code, Codex, Cursor +3 · about 1.1K tokens · pinned 6 days ago
eas-update-insights
Query the health of EAS Update deployments by accessing aggregate metrics: crash rates, user counts, payload sizes, and the split between embedded and…
by ExpoOfficial publisher
Claude Code, Codex, Cursor +3 · about 2.9K tokens · pinned 6 days ago
triage-frontend-issues
This skill automatically archives non-actionable issues from the Sentry JavaScript project by classifying them against defined noise categories and applying…
by SentryOfficial publisher
Claude Code · about 1.9K tokens · pinned 6 days ago
dd-code-generation
This skill enables agents to interact with Datadog through the pup CLI tool for immediate queries and operations, or generate code for integrating Datadog…
by DatadogOfficial publisher
Claude Code, Codex, Cursor +3 · about 4.3K tokens · pinned 6 days ago
dd-logs
This skill enables agents to search, process, and archive Datadog logs using the pup command-line tool.
by DatadogOfficial publisher
Claude Code, Codex, Cursor +4 · about 1.2K tokens · pinned 6 days ago
debug-flow
This skill diagnoses why a Power Automate flow run failed by analyzing error details, tracing action dependencies, and classifying root causes.
by MicrosoftOfficial publisher
Claude Code · about 1.2K tokens · pinned 6 days ago
diagnose-flow
This skill performs deep analysis of failed flow runs by gathering execution details, tracing action dependencies, and identifying root causes.
by MicrosoftOfficial publisher
Claude Code · about 660 tokens · pinned 6 days ago
setup-app-insights
Configures Application Insights telemetry for a Power Apps mobile app by managing the appInsightsConfig in app.json.
by MicrosoftOfficial publisher
Claude Code · about 3.6K tokens · pinned 6 days ago
telemetry
This skill manages telemetry settings for the power-automate plugin, allowing users to enable, disable, or check the status of pseudonymous usage data…
by MicrosoftOfficial publisher
Claude Code · about 530 tokens · pinned 6 days ago
clickhouse-managed-postgres-rca
This skill diagnoses performance problems on ClickHouse-managed Postgres instances by scraping Prometheus metrics and querying the Slow Query Patterns API to…
by ClickHouseOfficial publisher
Claude Code, Codex, Cursor +4 · about 1.1K tokens · pinned 6 days ago
clickstack-otel-collector
Sets up an OpenTelemetry collector for ClickHouse Cloud's Managed ClickStack, either by deploying a new local collector via Docker or configuring an existing…
by ClickHouseOfficial publisher
Contains scripts
Claude Code, Codex, Cursor +3 · about 9.7K tokens · pinned 6 days ago
troubleshooting-astro-deployments
This skill helps diagnose Astronomer production deployment issues using the Astro CLI to view logs, inspect deployment status, manage environment variables…
by AstronomerOfficial publisher
Claude Code, Codex, Cursor +4 · about 2.1K tokens · pinned 6 days ago
incident-brief
This skill generates a formatted incident brief in response to slash commands.
by SentryOfficial publisher
Claude Code, Codex, Cursor +4 · about 58 tokens · pinned 6 days ago
sentry
This skill queries Sentry telemetry data, creates alerts and monitors when explicitly requested, and generates deep links to Sentry dashboards.
by SentryOfficial publisher
Claude Code, Codex, Cursor +4 · about 1.1K tokens · pinned 6 days ago
custom-metrics
Emit numeric measurements from Vercel Functions using the metric() function from @vercel/functions, then query and analyze those metrics with the vc CLI tool.
by VercelOfficial publisher
Claude Code, Codex, Cursor +3 · about 1.1K tokens · pinned 6 days ago
migrate-to-langfuse
Migrate live tracing and historical data from another LLM observability platform (LangSmith, Arize AX, Phoenix, Braintrust, Helicone, Promptfoo, etc.) to…
by LangfuseOfficial publisher
Claude Code, Codex, Cursor +4 · about 1.6K tokens · pinned 6 days ago
sentry-android-sdk
Guides you through installing and configuring the Sentry Android SDK for error monitoring, tracing, profiling, session replay, and logging in Kotlin and Java…
by SentryOfficial publisher
Claude Code · about 7.6K tokens · pinned 6 days ago
sentry-browser-sdk
Sets up the Sentry SDK for browser JavaScript projects using vanilla JS, jQuery, static sites, or WordPress without a framework-specific SDK.
by SentryOfficial publisher
Claude Code · about 6.4K tokens · pinned 6 days ago
sentry-cloudflare-sdk
Guides setup of Sentry error monitoring, tracing, logging, and crons monitoring for Cloudflare Workers, Pages, Durable Objects, and Hono applications.
by SentryOfficial publisher
Claude Code · about 5.2K tokens · pinned 6 days ago
sentry-cocoa-sdk
Sets up comprehensive monitoring for iOS, macOS, tvOS, watchOS, and visionOS apps using the Sentry Cocoa SDK.
by SentryOfficial publisher
Claude Code · about 5.3K tokens · pinned 6 days ago
sentry-create-alert
This skill creates alerts in Sentry using the workflow engine API.
by SentryOfficial publisher
Claude Code, Codex, Cursor +4 · about 1.8K tokens · pinned 6 days ago
sentry-debug-issue
This skill debugs and fixes Sentry error and performance issues end-to-end.
by SentryOfficial publisher
Claude Code, Codex, Cursor +4 · about 2.1K tokens · pinned 6 days ago
sentry-dotnet-sdk
Installs and configures Sentry error monitoring, tracing, profiling, logging, and cron monitoring across .NET applications including ASP.NET Core, WPF…
by SentryOfficial publisher
Claude Code · about 5.7K tokens · pinned 6 days ago
sentry-elixir-sdk
Sets up Sentry error monitoring, logging, tracing, and cron monitoring for Elixir applications including Phoenix and LiveView.
by SentryOfficial publisher
Claude Code · about 3.4K tokens · pinned 6 days ago
sentry-fix-issues
This skill helps agents find and fix production issues reported in Sentry by analyzing stack traces, breadcrumbs, traces, and event context through Sentry's…
by SentryOfficial publisher
Claude Code · about 1.8K tokens · pinned 6 days ago
sentry-fix-stack-traces
This skill helps fix unreadable stack traces in Sentry by uploading the correct debug artifacts (source maps for JavaScript/TypeScript, or debug files like…
by SentryOfficial publisher
Claude Code, Codex, Cursor +4 · about 1.1K tokens · pinned 6 days ago
sentry-flutter-sdk
Guides developers through complete Sentry error monitoring, performance tracing, session replay, and logging setup for Flutter and Dart applications across…
by SentryOfficial publisher
Claude Code · about 6.9K tokens · pinned 6 days ago
sentry-get-started
This skill is the entry point for setting up Sentry error monitoring in a project.
by SentryOfficial publisher
Claude Code · about 3K tokens · pinned 6 days ago
sentry-instrument
This skill instruments applications with Sentry to capture errors, tracing, logging, profiling, metrics, session replay, user feedback, and AI/LLM monitoring…
by SentryOfficial publisher
Claude Code, Codex, Cursor +4 · about 3K tokens · pinned 6 days ago
sentry-php-sdk
Guides setup of Sentry error monitoring, tracing, profiling, logging, metrics, and cron tracking for PHP applications.
by SentryOfficial publisher
Claude Code · about 3.6K tokens · pinned 6 days ago