pi-task-orientation

tomoyo123

esm

Continuous task orientation for weak models: gated plan() turns the user's message, visible skills, and AGENTS.md rules into todo items; task_todo() keeps the list live with centralized status rules; turn-end checkpoints re-orient mid-task; the next user