Improve AI analysis with prompt engineering

Enhance AI-powered troubleshooting with better context and structured prompts:

Features to implement

  • Create specialized prompts for different types of issues (pod crashes, network failures, etc.)
  • Add more context including cluster state, resource relationships, and historical data
  • Improve parsing of AI responses for structured output
  • Add support for alternative LLM providers beyond Ollama

Implementation details

  • Enhance lib/ai/ollama.sh module
  • Add context collection utilities
  • Create specific prompt templates for different issues
  • Add structured response parsing