Proactive Agent Skill

Transform AI agents from task-followers into proactive partners that anticipate needs and continuously improve.

When to Use

✅ USE this skill when:

• "Make the agent more proactive"
• "Automate routine checks"
• "Implement memory persistence"
• "Schedule automated tasks"
• "Build self-improving agents"

Core Architecture

1. WAL Protocol (Write-Ahead Logging)

• Purpose: Preserve critical state and recover from context loss
• Components: