debug
lobehubDebug package usage guide. Use when adding debug logging, understanding log namespaces, or implementing debugging features. Triggers on debug logging requests or logging implementation.
springboot-patterns
affaan-mSpring Boot architecture patterns, REST API design, layered services, data access, caching, async processing, and logging. Use for Java Spring Boot backend work.
python-observability
wshobsonPython observability patterns including structured logging, metrics, and distributed tracing. Use when adding logging, implementing metrics collection, setting up tracing, or debugging production systems.
weights-and-biases
davila7Track ML experiments with automatic logging, visualize training in real-time, optimize hyperparameters with sweeps, and manage model registry with W&B - collaborative MLOps platform
error-debugging-error-trace
sickn33You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions. Set up error tracking systems, configure alerts, implement structured logging, and ensure teams can quickly identify and resolve production issues.
observability-engineer
sickn33Build production-ready monitoring, logging, and tracing systems. Implements comprehensive observability strategies, SLI/SLO management, and incident response workflows.
error-diagnostics-error-trace
sickn33You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions. Set up error tracking systems, configure alerts, implement structured logging,
debugging
tursodatabaseHow to debug tursodb using Bytecode comparison, logging, ThreadSanitizer, deterministic simulation, and corruption analysis tools
pytorch-lightning
K-Dense-AIDeep learning framework (PyTorch Lightning). Organize PyTorch code into LightningModules, configure Trainers for multi-GPU/TPU, implement data pipelines, callbacks, logging (W&B, TensorBoard), distributed training (DDP, FSDP, DeepSpeed), for scalable neural network training.
hugging-face-trackio
huggingfaceTrack and visualize ML training experiments with Trackio. Use when logging metrics during training (Python API) or retrieving/analyzing logged metrics (CLI). Supports real-time dashboard visualization, HF Space syncing, and JSON output for automation.
debug-cuda-crash
flashinfer-aiTutorial for debugging CUDA crashes using API logging
monitoring-expert
JeffallanUse when setting up monitoring systems, logging, metrics, tracing, or alerting. Invoke for dashboards, Prometheus/Grafana, load testing, profiling, capacity planning.
microservice-infrastructure
TencentBlueKingA microservice infrastructure guide covering conditional configuration, event-driven architecture, inter-service communication, internationalization, logging, and other core microservice infrastructure topics. Use it when implementing service-to-service calls, managing multi-environment configuration, enabling asynchronous communication, handling i18n, or standardizing log output.
.NET Conventions
exceptionlessC# coding standards for the Exceptionless codebase. Naming conventions, async patterns, structured logging, nullable reference types, and formatting rules. Keywords: C# style, naming conventions, _camelCase, PascalCase, async suffix, CancellationToken, nullable annotations, structured logging, ExceptionlessState
Security Principles
exceptionlessSecurity best practices for the Exceptionless codebase. Secrets management, input validation, secure defaults, and avoiding common vulnerabilities. Keywords: security, secrets, encryption, PII, logging, input validation, secure defaults, environment variables, OWASP, cryptography
prp-ralph-loop
WirasmAutonomous iteration execution guide for PRP Ralph loops. Use when .claude/prp-ralph.state.md exists, when continuing Ralph iterations, or when executing plans autonomously until all validations pass. Provides iteration behavior, completion protocol, validation requirements, and progress logging.
rdc-manager
reactiveImplement @data-client Managers for global side effects - websocket, SSE, polling, subscriptions, logging, middleware, Controller actions, redux pattern
healthy-eating
openclawBuild healthy eating habits with meal logging, nutrition tracking, and food choices
campaign-orchestrator
openclawMulti-channel follow-up campaign orchestrator for ShapeScale sales. Schedules and executes SMS + Email sequences with CRM logging and auto-termination on replies. Use when following up with demo leads or managing outreach campaigns.
safe-exec
openclawSafe command execution for OpenClaw Agents with automatic danger pattern detection, risk assessment, user approval workflow, and audit logging. Use when agents need to execute shell commands that may be dangerous (rm -rf, dd, fork bombs, system directory modifications) or require human oversight. Provides multi-level risk assessment (CRITICAL/HIGH/MEDIUM/LOW), in-session notifications, pending request management, and non-interactive environment support for agent automation.
detox-counter
openclawTrack any detox with customizable counters, symptom logging, and progress milestones
habit-flow
openclawAI-powered atomic habit tracker with natural language logging, streak tracking, smart reminders, and coaching. Use for creating habits, logging completions naturally ("I meditated today"), viewing progress, and getting personalized coaching.
huckleberry
openclawTrack baby sleep, feeding, diapers, and growth via the Huckleberry CLI. Use when the user asks about logging baby activities, starting/stopping sleep, bottle feeding, diaper changes, or growth measurements.
focus-deep-work
openclawMaximize deep work with focus sessions, distraction logging, and productivity tracking
healthkit-sync
openclawiOS HealthKit data sync CLI commands and patterns. Use when working with healthsync CLI, fetching Apple Health data (steps, heart rate, sleep, workouts), pairing iOS devices over local network, or understanding the iOS Health Sync project architecture including mTLS certificate pinning, Keychain storage, and audit logging.
stress-relief
openclawManage stress with quick techniques, stress logging, and recovery tools
pregnancy-tracker
openclawTrack pregnancy journey with weekly updates, symptom logging, and milestone countdowns
self-love-confidence
openclawBuild self-love and confidence with affirmations, wins logging, and inner critic management
logger-gen
openclawSet up structured logging for any framework. Use when configuring logging.
evernote-observability
Implement observability for Evernote integrations. Use when setting up monitoring, logging, tracing, or alerting for Evernote applications. Trigger with phrases like "evernote monitoring", "evernote logging", "evernote metrics", "evernote observability".
databricks-observability
jeremylongshoreSet up comprehensive observability for Databricks with metrics, traces, and alerts. Use when implementing monitoring for Databricks jobs, setting up dashboards, or configuring alerting for pipeline health. Trigger with phrases like "databricks monitoring", "databricks metrics", "databricks observability", "monitor databricks", "databricks alerts", "databricks logging".
obsidian-observability
Set up comprehensive logging and monitoring for Obsidian plugins. Use when implementing debug logging, tracking plugin performance, or setting up error reporting for your Obsidian plugin. Trigger with phrases like "obsidian logging", "obsidian monitoring", "obsidian debug", "track obsidian plugin".
openrouter-debug-bundle
Execute set up comprehensive logging and debugging for OpenRouter. Use when investigating issues or monitoring requests. Trigger with phrases like 'openrouter debug', 'openrouter logging', 'openrouter trace', 'monitor openrouter'.
klingai-debug-bundle
Execute set up comprehensive logging and debugging for Kling AI. Use when investigating issues or monitoring requests. Trigger with phrases like 'klingai debug', 'kling ai logging', 'trace klingai', 'monitor klingai requests'.
linear-observability
Implement monitoring, logging, and alerting for Linear integrations. Use when setting up metrics collection, creating dashboards, or configuring alerts for Linear API usage. Trigger with phrases like "linear monitoring", "linear observability", "linear metrics", "linear logging", "monitor linear integration".
documenso-observability
Implement monitoring, logging, and tracing for Documenso integrations. Use when setting up observability, implementing metrics collection, or debugging production issues. Trigger with phrases like "documenso monitoring", "documenso metrics", "documenso logging", "documenso tracing", "documenso observability".
lindy-observability
Implement observability for Lindy AI integrations. Use when setting up monitoring, logging, tracing, or building dashboards for Lindy operations. Trigger with phrases like "lindy monitoring", "lindy observability", "lindy metrics", "lindy logging", "lindy tracing".
logging-api-requests
Monitor and log API requests with correlation IDs, performance metrics, and security audit trails. Use when auditing API requests and responses. Trigger with phrases like "log API requests", "add API logging", or "track API calls".
cloud-logging-sink-setup
Configure cloud logging sink setup operations. Auto-activating skill for GCP Skills. Triggers on: cloud logging sink setup, cloud logging sink setup Part of the GCP Skills skill category. Use when working with cloud logging sink setup functionality. Trigger with phrases like "cloud logging sink setup", "cloud setup", "cloud".
apollo-observability
jeremylongshoreSet up Apollo.io monitoring and observability. Use when implementing logging, metrics, tracing, and alerting for Apollo integrations. Trigger with phrases like "apollo monitoring", "apollo metrics", "apollo observability", "apollo logging", "apollo alerts".
guidewire-observability
jeremylongshoreImplement comprehensive observability for Guidewire InsuranceSuite including logging, metrics, tracing, and alerting. Trigger with phrases like "guidewire monitoring", "logging guidewire", "metrics", "observability", "alerting", "dashboards guidewire".
klingai-audit-logging
Implement comprehensive audit logging for Kling AI operations. Use when tracking API usage, compliance requirements, or security audits. Trigger with phrases like 'klingai audit', 'kling ai logging', 'klingai compliance log', 'video generation audit trail'.
setting-up-log-aggregation
jeremylongshoreThis skill sets up log aggregation solutions using ELK (Elasticsearch, Logstash, Kibana), Loki, or Splunk. It generates production-ready configurations and setup code based on specific requirements and infrastructure. Use this skill when the user requests to set up logging infrastructure, configure log aggregation, deploy ELK stack, deploy Loki, deploy Splunk, or needs help with observability. It is triggered by terms like "log aggregation," "ELK setup," "Loki configuration," "Splunk deployment," or similar requests for centralized logging solutions.
juicebox-observability
jeremylongshoreSet up Juicebox monitoring and observability. Use when implementing logging, metrics, tracing, or alerting for Juicebox integrations. Trigger with phrases like "juicebox monitoring", "juicebox metrics", "juicebox logging", "juicebox observability".
windsurf-audit-logging
Configure AI interaction audit logging for compliance. Activate when users mention "audit logging", "compliance logging", "ai interaction logs", "security audit", or "activity tracking". Handles compliance and audit configuration. Use when analyzing or auditing windsurf audit logging. Trigger with phrases like "windsurf audit logging", "windsurf logging", "windsurf".
maintainx-debug-bundle
jeremylongshoreComprehensive debugging toolkit for MaintainX integrations. Use when experiencing complex issues, need detailed logging, or troubleshooting integration problems with MaintainX. Trigger with phrases like "debug maintainx", "maintainx troubleshoot", "maintainx detailed logs", "diagnose maintainx", "maintainx issue".
maintainx-observability
Implement comprehensive observability for MaintainX integrations. Use when setting up monitoring, logging, tracing, and alerting for MaintainX API integrations. Trigger with phrases like "maintainx monitoring", "maintainx logging", "maintainx metrics", "maintainx observability", "maintainx alerts".
gamma-observability
Implement comprehensive observability for Gamma integrations. Use when setting up monitoring, logging, tracing, or building dashboards for Gamma API usage. Trigger with phrases like "gamma monitoring", "gamma logging", "gamma metrics", "gamma observability", "gamma dashboard".