Anwendungen mit OpenTelemetry fuer verteiltes Tracing instrumentieren, einschliesslich automatischer und manueller Instrumentierung, Kontextpropagierung, Sampling-Strategien und…
Optimize Intercom API costs through caching, request reduction, and usage monitoring. Use when analyzing Intercom API usage, reducing unnecessary requests, or implementing usage…
Handle Intercom API rate limits with backoff, queuing, and header monitoring. Use when handling 429 errors, implementing retry logic, or optimizing API request throughput for…
Debug issues that occur sporadically and are hard to reproduce. Use monitoring and systematic investigation to identify root causes of flaky behavior.
Handle alerts and debugging questions from Slack, query connected monitoring MCP servers, and follow runbook-guided investigation steps for live incidents.
Jaeger/OpenTelemetry patterns plus Skriptoteket tracing conventions (async context propagation, correlation, debugging).
Reviews and improves Debug.Log usage in Unity C# projects following structured logging principles: context tags, severity contracts, boundary-based placement, and criticality…
Before hand-building any reusable building block in a Jardis project — caching, scheduling, HTTP clients, queues or messaging, validation, logging, secrets, persistence, or DDD…
Programmatic interface to Google's Jules API for asynchronous coding task delegation. Use when creating Jules sessions, monitoring async work, or integrating code…
Debugging Kindlings macro derivation. LogDerivation imports, MIO diagnostic logging, flame graph generation, error trait hierarchy per module, compile-time annotation collection,…
Diagnoses Kirby rendering/runtime issues using MCP runtime rendering, dump traces, and template/snippet/controller indexes.
Set up logging and debugging for Kling AI API integrations. Use when troubleshooting video generation or building observability.
Track and monitor Kling AI video generation task status. Use when building dashboards, tracking batch jobs, or debugging stuck tasks.
Diagnose Kotlin Multiplatform performance and observability across Gradle build time, Kotlin/Native memory and GC, Compose Multiplatform jank, binary size, startup, runtime…
Add Timber logging statements to Kotlin Android files. Analyzes code logic to insert debug, info, warning, and error logs at function entry/exit, conditionals, try-catch blocks,…
Expert in Langfuse - the open-source LLM observability platform. Covers tracing, prompt management, evaluation, datasets, and integration with LangChain, LlamaIndex, and — from…
Expert in Langfuse - the open-source LLM observability platform. Covers tracing, prompt management, evaluation, datasets, and integration with LangChain, LlamaIndex, and — from…
Troubleshoot and respond to Langfuse-related incidents and outages. Use when experiencing Langfuse outages, debugging production issues, or responding to LLM observability…
Implement Langfuse rate limiting, batching, and backoff patterns. Use when handling rate limit errors, optimizing trace ingestion, or managing high-volume LLM observability…
LLM observability platform for tracing, evaluation, and monitoring. Use when debugging LLM applications, evaluating model outputs against datasets, monitoring production — from…
LangSmith tracing and debugging setup for LLM applications. Configure observability, capture traces, and enable debugging for LangChain/LangGraph agents.
Integrates Lighthouse CI for automated performance testing, Core Web Vitals tracking, and regression detection in CI/CD pipelines.
Lighthouse optimization workflow for WordPress with deterministic handling of plugin/theme bloat, render-blocking assets, caching/CDN strategy, and image optimization.
Expert knowledge for real-time and baked lighting in games - from cinematography fundamentals to engine-specific optimization, covering GI, time-of-day, volumetrics, and…
Comprehensive debugging toolkit for Linear integrations. Use when setting up logging, tracing API calls, or building debug utilities for Linear.
Make a brownfield project agent-ready: build the initial knowledge wiki from read-only, redacted ingestion of every inventoried source (repository, git history, connected…
Instrument LLM applications with request tracing, token accounting, quality signals, and feedback loops.
Configures structured JSON logging with Serilog (.NET) or structlog (Python). Use when adding logging to backend projects.
Centralized log pipeline architect with structured logging, Fluentd/Vector, and retention policies. Activate on: log aggregation, structured logging, Fluentd, Vector, Loki, ELK…
View and analyze WaveCap-SDR server logs, debug output, and error messages. Use when troubleshooting server issues, debugging API errors, monitoring SDR device status, or…
Structured logging standards and best practices. Use when implementing logging in applications, debugging issues, or setting up log aggregation.
World-class application logging - structured logs, correlation IDs, log aggregation, and the battle scars from debugging production without proper logsUse when "log, logging,…
Locate the root cause of a CONFIRMED failure via backward-then-forward semi-formal tracing. Trigger when the user provides a stack trace, failing assertion, error message, or…
Implements session replay and error tracking with LogRocket for debugging user issues. Use when adding session recording, error monitoring, and performance tracking to React…
Query and analyze logs using Loki and LogQL. Provides patterns for correlation ID tracing, error investigation, and service debugging using HuleEdu's structured logging.
Help craft efficient Grafana Loki / LogQL queries for debugging logs — with label‑based filtering, narrow time windows, and best‑practice guidance to avoid expensive or overly…
Comprehensive debugging toolkit for MaintainX integrations. Use when experiencing complex issues, need detailed logging, or troubleshooting integration problems with MaintainX.
Structures investment compliance testing with guideline monitoring and breach reporting. Use when monitoring investment guidelines, testing compliance, or reporting breaches.
Migrates an MCP server from the original session-oriented protocol to the 2026 stateless spec (finalising July 28, 2026).
Use when the user is debugging a bug, tracing an error, or asking why something fails. Examples: "why is X failing?", "where does this error come from?", "trace this bug" — from…
Profile the memory usage of a Python script using memray and visualize a temporal flamegraph in the browser.
Review metrics, errors, logs, and database health for TV Streaming Availability Tracker. Provides observability, triage, debugging, and fixes.
OpenStack monitoring operations skill for deploying, configuring, and operating the cloud health monitoring stack.
Configures monitoring systems, implements structured logging pipelines, creates Prometheus/Grafana dashboards, defines alerting rules, and instruments distributed tracing — from…
Use when implementing game monitoring, structured logging, player telemetry, alerting rules, or performance budgets.
Monitoring et observabilité pour agents IA en production. Traces, métriques, alertes. Se déclenche avec "monitoring agent", "observabilité agent", "LangSmith", "traces ag — from…
TypeScript SDK for the Payment HTTP Authentication Scheme. Handles 402 Payment Required flows with Tempo, Stripe, and other payment methods.
TypeScript SDK for the Payment HTTP Authentication Scheme. Handles 402 Payment Required flows with Tempo, Stripe, and other payment methods.
Systematic methodology for translating n8n workflow automation into Inngest durable execution workflows.
Create grafana dashboard creator operations. Auto-activating skill for DevOps Advanced. Triggers on: grafana dashboard creator, grafana dashboard creator Part of the DevOps…
Set up a local development environment for Navan API integrations with token caching and request logging. Use when starting a new Navan project or debugging API issues locally.
Inspects sandbox health, traces agent behavior, and diagnoses problems. Use when monitoring a running sandbox, debugging agent issues, or checking sandbox logs.
Deep debugging for Notion API: response inspection, permission chain tracing, property type mismatches, pagination edge cases, and block nesting limits.
Enforces observability rules (OBS-1 through OBS-5). Loaded by the conductor for review, incident response, and new service scaffolding.
Instrument code with structured logs, metrics, and distributed traces. Use when adding observability to services, debugging production issues, or setting up monitoring.
Observability baseline for Rails 8 production apps — lograge for structured single-line logs, request tagging (request_id, user_id), error tracking via Sentry / Honeybadger /…
Observability and debug skill. Updated for Module Separation & Runtime Redesign.
Unified observability toolkit — Prometheus/Grafana/alerting/SLOs, OpenTelemetry instrumentation (traces, metrics, spans, exporters, distributed tracing), Sentry error tracking…
LLM observability platform for tracing, evaluation, and monitoring. Use when debugging LLM applications, evaluating model outputs against datasets, monitoring production — from…
Use when designing telemetry semantics before or during implementation: logs, metrics, traces, events, spans, attributes, correlation IDs, SLOs, alert signals, and diagnostic…