This project uses the automaton workflow framework.
   Tasks are tracked in trader-flow/.automaton/tasks/
   and flow through phases:
   backlog → research → implement → code_review → bug_find → ... → complete

 Default model: Ornith-1.0-35B-4bit-mlx

 Configuration:
 - Target context: 58k tokens
 - Headroom: 25%
 - Max peak context per sub-task: 43k tokens

 To work on a task:
   python3 ~/.automaton/scripts/status.py --transition <phase> --task <name>

 To create a new task:
   python3 ~/.automaton/scripts/status.py --create-task <name>

 Important:
   Only modify files when a task is in implement or doc_review phase
   All phase transitions go through status.py
   The automaton-guard-pi plugin blocks edits outside allowed phases