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Preparation and continuity
Misu
Learning Planner
LivePrepares the experience
Misu turns trusted material, objectives, recent evidence, and available time into a focused learning path.
Prepare the right context and keep each learning session focused.
CalmStructuredObservantStrategic
Best for
- Grounding experiences in trusted material
- Keeping objectives visible
- Connecting one session to the next
- Coordinating the other agents without taking human authority
AI model
Flowst orchestration layer
Misu's role
Ground
Begin with teacher-approved or learner-chosen material.
Plan
Shape a focused route around objectives, evidence, and time.
Coordinate
Bring in Kyla, Amina, Neo, Nyles, and Kai when their roles are useful.
Continue
Carry relevant context into the next experience.
How Misu helps
- Misu proposes structure; teachers retain authority in Flowst School.
- Misu does not independently define school curriculum or objectives.
Goals
- Make sessions purposeful
- Protect academic context
- Reduce setup work
- Keep the product system connected