Monitoring
Logging, metrics, and observability
testing-dags
by necatiarslan
Complex DAG testing workflows with debugging and fixing cycles. Use for multi-step testing requests like "test this dag and fix it if it fails", "test and debug", "run the pipeline and troubleshoot issues".
airflow
by necatiarslan
Manages Apache Airflow operations including listing, running, and debugging DAGs, viewing logs, and checking server status using the VS Code extension tools.
marginfi
by sendaifun
Complete guide for Marginfi - Solana's decentralized lending protocol for lending, borrowing, leveraged positions(looping) and flash loans. Covers account creation, deposits, borrows, repayments, withdrawals, flash loans, and leveraged positions using the @mrgnlabs/marginfi-client-v2 SDK.
data-visualization
by uw-ssec
Master advanced declarative visualization with HoloViews. Use this skill when creating complex multi-dimensional visualizations, composing overlays and layouts, implementing interactive streams and selection, building network or hierarchical visualizations, or exploring data with dynamic maps and faceted displays.
screenshot-cli
by Mic92
Take screenshots. Use when needing to see the screen or debug graphical issues.
arduino-serial-monitor
by wedsamuel1230
Tools for reading and analyzing Arduino serial monitor output for enhanced debugging. Provides real-time monitoring, data logging, filtering, and pattern matching to help troubleshoot Arduino sketches using arduino-cli or Arduino IDE.
implementing-observability
by ancoleman
Monitoring, logging, and tracing implementation using OpenTelemetry as the unified standard. Use when building production systems requiring visibility into performance, errors, and behavior. Covers OpenTelemetry (metrics, logs, traces), Prometheus, Grafana, Loki, Jaeger, Tempo, structured logging (structlog, tracing, slog, pino), and alerting.
debugging-techniques
by ancoleman
Debugging workflows for Python (pdb, debugpy), Go (delve), Rust (lldb), and Node.js, including container debugging (kubectl debug, ephemeral containers) and production-safe debugging techniques with distributed tracing and correlation IDs. Use when setting breakpoints, debugging containers/pods, remote debugging, or production debugging.
swift
by Joannis
'Expert guidance on Swift best practices, patterns, and implementation. Use when developers mention: (1) Swift configuration or environment variables, (2) swift-log or logging patterns, (3) OpenTelemetry or swift-otel, (4) Swift Testing framework or @Test macro, (5) Foundation avoidance or cross-platform Swift, (6) platform-specific code organization, (7) Span or memory safety patterns, (8) non-copyable types (~Copyable), (9) API design patterns or access modifiers.'
pm-roadmap
by majesticlabs-dev
Use when planning product roadmaps with Now/Next/Later horizons. Not for feature prioritization (use pm-prioritization).
pmf-validation
by majesticlabs-dev
Validate product-market fit through assumption testing, customer discovery, and MVP strategy.
strategic-planning
by majesticlabs-dev
Build strategic plans for business goals. Creates one-page briefs with core objective, key milestones, leverage points, and risks. Use when setting direction, pitching initiatives, or aligning teams around a goal.
pm-prioritization
by majesticlabs-dev
Feature prioritization frameworks - RICE scoring, ICE scoring, and Opportunity Solution Trees.
pm-one-pager
by majesticlabs-dev
Use when writing feature briefs or decision documents. Not for full PRDs (use /majestic:prd).
omtm-growth
by majesticlabs-dev
YC growth framework - identify One Metric That Matters, commit to 7% weekly growth, install public accountability. Focus-forcing system for early-stage startups.
aws-cost-operations
by leegonzales
This skill provides AWS cost optimization, monitoring, and operational best practices with integrated MCP servers for billing analysis, cost estimation, observability, and security assessment.
instrumenting-with-mlflow-tracing
by mlflow
Instruments Python and TypeScript code with MLflow Tracing for observability. Triggers on questions about adding tracing, instrumenting agents/LLM apps, getting started with MLflow tracing, or tracing specific frameworks (LangGraph, LangChain, OpenAI, DSPy, CrewAI, AutoGen). Examples - "How do I add tracing?", "How to instrument my agent?", "How to trace my LangChain app?", "Getting started with MLflow tracing", "Trace my TypeScript app"
circuit-breaker-pattern
by aj-geddes
Implement circuit breaker patterns for fault tolerance, automatic failure detection, and fallback mechanisms. Use when calling external services, handling cascading failures, or implementing resilience patterns.
azure-app-service
by aj-geddes
Deploy and manage web apps using Azure App Service with auto-scaling, deployment slots, SSL/TLS, and monitoring. Use for hosting web applications on Azure.
prometheus-expert
by personamanagmentlayer
Expert-level Prometheus monitoring, metrics collection, PromQL queries, alerting, and production operations
sre-expert
by personamanagmentlayer
Expert-level site reliability engineering, SLOs, incident management, and operational excellence
proxy
by chaterm
代理服务器配置
agent-tail
by gillkyle
Capture browser console logs and dev server output to files with agent-tail. Use when debugging runtime errors, checking console output, tailing or diagnosing logs, or setting up Vite/Next.js log capture.
client-alert-drafting
by skala-io
"Draft professional legal client alerts and publications that inform clients about significant legal developments. Use when asked to: write a client alert, draft a legal update, create a publication about new legislation/regulations/case law, or prepare a legal briefing for clients. Supports all practice areas including corporate, litigation, regulatory, employment, tax, IP, and more. Output available as Word (.docx) or Markdown (.md)."