Desktop productivity system · Local-first
SAMT
A Windows-first productivity application that connects task planning, prepared workspaces, focus sessions, local activity signals, and estimate feedback.
PROJECT OVERVIEW
SAMT explores a productivity model in which planning and execution are part of the same system. Tasks can be connected to the applications and resources needed for the work, while local activity signals provide context for reviewing sessions and improving future estimates.
PROBLEM
Context and problem
Traditional task managers record what a user planned to do, but usually capture little about how the work was actually carried out. That gap limits how useful they can be for preparing a workspace, reviewing focus sessions, or improving future time estimates.
APPROACH
Engineering approach
SAMT links planned tasks with workspace resources, session timing, and local activity classification. The resulting history is intended to make future planning more informed while keeping personal work data local by default.
SYSTEM STRUCTURE
How the main parts of the system connect.
A simplified view of the project architecture, showing the main stages and the boundaries between them.
KEY CAPABILITIES