Why classification matters
The difference between a useful assistant and a noisy one often comes down to interpretation. If every message is treated the same way, the result is clutter. Misstaty is built to reduce that clutter by helping work take the right shape.
Not everything is a task
Some things are just notes. Some are reminders for later. Some belong to a larger mission. Some are updates to work already in motion. Misstaty is valuable because it can help distinguish between these cases instead of flattening them.
The five common shapes of work
- Note: information worth keeping, without immediate action.
- Task: a concrete next action that should be completed.
- Reminder: something that matters because of timing.
- Goal or mission: a larger outcome that unfolds over multiple steps.
- Follow-up: work that continues or updates something already underway.
Context comes first
Misstaty should not decide in a vacuum. It should interpret input against the current entity, existing work, recent history, and what is already known. That is how it becomes useful rather than reactive.
The outcome
When the system understands the shape of the work correctly, it becomes easier to preserve momentum, avoid duplication, and make sure the right things happen at the right time.