GitHub Copilot

Summary of the agent flow in agentframework_supervisor.py:

1. User request enters the supervisor agent: supervisor_agent.

2. Supervisor decides which specialist tool(s) to call from its tools list: plan_weekend and/or plan_meal.

3. If the supervisor calls the weekend tool:

   • plan_weekend invokes weekend_agent.

   • weekend_agent may call its helper tools: get_current_date, get_weather, and get_activities to fetch date, weather and activity options.

   • The agent returns structured text (via response.text) back to the supervisor.

4. If the supervisor calls the meal tool:

   • plan_meal invokes meal_agent.

   • meal_agent may call its helper tools: find_recipes and check_fridge to get recipes and available ingredients.

   • The agent returns its response text back to the supervisor.

5. The supervisor synthesizes sub-agent outputs and returns a final, consolidated response to the user (the example call is exercised by main, which runs the supervisor on "my kids want pasta for dinner" and prints response.text).​​​​​