Unverified50% confidenceDecision RuleExact time
Focus67Dumby uses a two-strikes strategy with escalating interventions: when two consecutive checks find the user on an off-task window, it escalates the intervention according to the selected level, from native Windows notifications to notification plus sound, and then to a pop-up takeover plus sound (forcing topmost via Win32 WS_EX_APPWINDOW, flashing a red border, and shaking the sticky note left and right).
1
Sources
50%
Confidence
Long-term
Relevance
10/17/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedFeedback from Focus67Dumby's first real user exposed two problems: workflows require jumping across multiple windows, and after unchecking "always on top" on the borderless Windows sticky note it may be covered by the browser; this feedback gave rise to the 30-second workspace calibration feature and a Win32 taskbar persistence fix.79% similarUnverifiedCommon practices for addressing baseline drift and cold start include dynamically updating baselines with a sliding window, triggering a baseline reset after a release event, and setting a minimum observation period before enabling detection.64% similarUnverifiedWhen two applications are playing audio simultaneously, SmartPause uses a single click to switch the control target between the two applications and a double click to execute the play/pause action.64% similarUnverifiedFocusBench is a process-based evaluation that measures focus by constructing multi-step tasks and counting the proportion of times the agent continues, switches, asks, confirms, or stops at the right moment.60% similar
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