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lloydchang
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debug-systems

Diagnoses system-level issues across Kubernetes and cloud-native stacks with structured analysis and recommendations.

2|1|Updated Mar 11, 2026
Search Tags:#debugging#monitoring#troubleshooting#kubernetes#infrastructure#systems
One-click install
npx skills add https://github.com/lloydchang/agentic-reconciliation-engine --skill debug-systems
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: debug-systems
Source: https://github.com/lloydchang/agentic-reconciliation-engine/tree/main/core/ai/skills/debug-systems
Command: npx skills add https://github.com/lloydchang/agentic-reconciliation-engine --skill debug-systems

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires requests, kubernetes, and includes scripts (resource) components.

What problem does it solve?

Quickly identifying and diagnosing system-level problems across infrastructure components, applications, and services to restore normal operations.

Core Features & Use Cases

  • Application Debugging: performance analysis, error log review, and resource utilization investigation.
  • Infrastructure Component Analysis: service health checks, connectivity validation, and dependency tracing.
  • System Performance & Operations: CPU/memory analysis, startup failures, drift detection, and remediation planning.

Quick Start

Run the Systems Debugger with a target component and time window to generate a comprehensive diagnostic report.

Frequently Asked Questions about debug-systems

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I debug Kubernetes cluster issues across infrastructure components?▼

Debug Kubernetes cluster issues by running a structured analysis across infrastructure components to identify bottlenecks, assess error trends, and validate service connectivity. This generates a diagnostic report with automated remediation recommendations.

What is the best way to troubleshoot cloud-native application performance problems?▼

Troubleshoot cloud-native application performance problems by analyzing CPU and memory utilization, reviewing error logs, and tracing dependencies. This structured diagnostic approach isolates bottlenecks and outputs targeted remediation planning actions.

Can I use this to diagnose service connectivity and startup failures?▼

Yes, you can diagnose service connectivity and startup failures by performing health checks and dependency tracing. It assesses operational problems across infrastructure components to restore normal operations.

Do I need the kubernetes package to troubleshoot infrastructure component health?▼

Yes, the kubernetes and requests packages are required dependencies. They enable the script to interact with cluster APIs, validate service health, and execute structured analysis within your environment.

How do I identify system-wide bottlenecks and drift in a complex environment?▼

Identify system-wide bottlenecks and drift by running the debugger with a target component and time window. It performs structured analysis and error-trend assessment to detect performance issues and operational drift.

When should I use automated remediation recommendations for system debugging?▼

Use automated remediation recommendations when diagnosing system-level issues across applications and infrastructure. It applies to performance, connectivity, and operational problems, helping stabilize complex environments after issue identification.

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