TasksDueNextWeek AndroidWorld, 2026-11-09. Agent: Lusor, model: DeepSeek V4.1 Flash (low). GOAL How many tasks do I have due next week in Tasks app? Assume the week starts from Monday. Express your answer as a single integer. RESULT - Mobilerun's grader: pass - Google's grader: pass - Lusor time: 180.2 s; Mobilerun published time: 154.4 s (1.2x slower) - Lusor model cost: $0.0712; Mobilerun estimated cost: ~$0.31 - Lusor tool calls: 41; Mobilerun published actions: 4 - App skills: read tasks; has rules for this task: tasks FINAL ANSWER 6 STEPS (41; seconds into the video) 1. 29.80-29.81 s read ok Read the Tasks skill guidance 2. 29.80-29.81 s get_ui_state ok Observe current screen 3. 30.81-34.53 s launch ok Launch Tasks app and inspect task list 4. 36.49-52.66 s map_app ok Map full task list to count all tasks 5. 56.20-87.98 s scroll_to ok Scroll list to top and open 'Meal Prep for the Week' to check its due date 6. 89.46-97.01 s swipe ok Scroll task list to top 7. 98.32-103.31 s swipe ok Reach top of task list 8. 104.78-106.31 s tap_element ok Open 'Review code changes' and inspect its due date picker 9. 107.55-108.38 s tap ok Tap the due date row to open date picker for 'Review code changes' 10. 109.90-110.12 s get_ui_state ok Observe whether a date picker dialog opened 11. 119.22-120.39 s chain ok Cancel picker, go back to list, open next weekday-labelled task 12. 122.36-123.33 s chain ok Open 'Organize files and folders' and observe its detail screen 13. 124.73-124.74 s chain ok Tap due date row for 'Organize files and folders' and read picker 14. 125.82-127.48 s tap ok Tap due date row (540,1076) and read picker selection 15. 130.21-133.80 s chain ok Cancel picker, back, open 'Organize movie night' and read its screen 16. 137.17-138.04 s chain ok Open 'Organize movie night' rowBody [25] and read detail 17. 139.37-141.30 s tap ok Tap due date row for 'Organize movie night' and read picker 18. 143.41-144.40 s chain ok Cancel, back, open 'Prepare agenda for weekly meeting' [28] 19. 146.33-147.39 s tap_element ok Open 'Prepare agenda for weekly meeting' detail 20. 148.79-148.80 s swipe FAILED Scroll list slightly then open 'Prepare agenda for weekly meeting' 21. 149.84-151.59 s swipe ok Scroll list slightly then open 'Prepare agenda for weekly meeting' 22. 152.35-153.11 s tap_element ok Open 'Prepare agenda for weekly meeting' detail 23. 154.05-155.80 s tap ok Tap due date row for 'Prepare agenda for weekly meeting' and read selected date 24. 158.07-158.99 s chain ok Cancel, back, scroll list to top for the first group of tasks 25. 160.65-161.48 s chain ok Open 'Grocery Shopping' (Wed 12:02) detail via [4] 26. 162.60-164.21 s tap ok Tap due date row for 'Grocery Shopping' and read selected day 27. 165.87-166.72 s chain ok Cancel, back to list, then open 'Learn to Play Guitar' 28. 168.34-169.07 s chain ok Open 'Learn to Play Guitar' [7] detail 29. 170.05-171.59 s tap ok Tap due date row for 'Learn to Play Guitar' and read selected day 30. 173.51-174.31 s chain ok Cancel, back, then scroll up toward top of list 31. 175.40-177.22 s swipe ok Scroll list up toward top 32. 178.60-179.31 s chain ok Open 'Meal Prep for the Week' [7] detail 33. 180.39-182.11 s tap ok Tap due date row for 'Meal Prep for the Week' and read selected day 34. 183.74-184.62 s chain ok Cancel, back, then open 'Renew Driver's License' 35. 186.03-186.82 s chain ok Open 'Renew Driver's License' [10] detail 36. 187.84-189.41 s tap ok Tap due date row for 'Renew Driver's License' and read selected day 37. 190.85-191.72 s chain ok Cancel, back, open 'Submit Expense Report' (Tue 07:58) 38. 194.31-195.01 s chain ok Open 'Submit Expense Report' (Tue 07:58) via [16] detail 39. 196.25-198.01 s tap ok Tap due date row for 'Submit Expense Report' and read selected day 40. 201.81-202.79 s chain ok Close date picker and detail screen, then report count of tasks due Oct 16-22 41. 206.17-206.18 s done ok Report answer 6 FILES - Video: video.mp4 (H.264), video.webm (VP9); poster: poster.webp - Data: task.json, steps.json