Agent hub

Legion came after MUNINN, with the idea of several specialists commanded by one assistant. I started by defining the departments and what each agent would do, and only then developed them one at a time.

The list of agents lives in a single configuration file. To create a new agent, one entry there and the agent's file are enough; a checker makes sure nothing is out of place. Most agents are plain programs that fetch and organise data without AI. The AI only comes in at the end, when there is something new to interpret.

Every delivery was tested for real in my routine: weekly training report, study guides for exams, deadlines on the calendar, research with a critic. What did not serve was removed, like triathlon in the reports and agents that only existed to make up numbers. I also swapped Strava for the Garmin watch, where the workouts actually are, and the study summary, which arrived as text in an e-mail, became a PDF guide with cover, summary, exercises and answer key.

The map-shaped dashboard was designed over several rounds, until it was clean on the phone. Later, MUNINN started sending voice requests to Legion, which picks the specialist and returns the result for it to speak.