This directory contains utility functions and helpers for single agent operations.

• async_agent.py - Async agent implementation
• custom_agent_base_url.py - Custom base URL configuration
• dynamic_context_window.py - Dynamic context window management
• fallback_test.py - Fallback mechanism testing
• grok_4_agent.py - Grok 4 agent implementation
• handoffs_example.py - Agent handoff examples
• list_agent_output_types.py - Output type listing
• markdown_agent.py - Markdown processing agent
• medical_agent_add_to_marketplace.py - Marketplace integration example
• xml_output_example.py - XML output example

• transform_prompts/ - Prompt transformation utilities
  • transforms_agent_example.py - Prompt transformation agent
  • transforms_examples.py - Prompt transformation examples

This directory contains utility functions, helpers, and common patterns for single agent operations including async handling, context management, output formatting, and prompt transformations.