recommendations

To get workflow automation recommendations, simply ask for suggestions. The system detects repeated command sequences and multi-app workflows, then generates prioritized recommendations with confidence levels for you to act on or automate.

Proactive scheduling suggestions analyze timing variability in your work patterns to identify productivity windows. The system uses this pattern detection to recommend blocking deep-work hours or adjusting schedules for optimal efficiency.

Yes, you can automatically create shortcuts from detected workflow patterns. The system offers one-click creation of shortcuts or automations based on your repeated command sequences, such as auto-creating a 'publish-code' shortcut from frequent git operations.

Pattern detection for workflow recommendations operates entirely locally without external data exfiltration. All analysis and recommendation logic runs on your device, ensuring privacy-first operation while detecting and processing your activity patterns.

Confidence-based delivery uses low, medium, and high thresholds to determine how automation suggestions are handled. Low confidence suggestions are stored, medium ones prompt the user, and high confidence recommendations can be proactively enacted.