ExpenseAddMultipleFromMarkor AndroidWorld, 2026-11-09. Agent: Lusor, model: DeepSeek V4.1 Flash (low). GOAL Go through the transactions in my_expenses.txt in Markor. Log the reimbursable transactions in the pro expense. RESULT - Mobilerun's grader: pass - Google's grader: fail - Lusor time: 126.2 s; Mobilerun published time: 318.7 s (2.5x faster) - Lusor model cost: $0.0467; Mobilerun estimated cost: ~$1.61 - Lusor tool calls: 41; Mobilerun published actions: 21 - App skills: read markor; none has rules for this task - Disclosure: The file marks the transactions to log with "Reimbursable." at the end of each note; Lusor copied the notes as written, marker included. Google's grader expects the notes without it; Mobilerun's fork accepts both. FINAL REPORT I read my_expenses.txt in Markor and logged the two transactions whose notes say "Reimbursable." into Pro Expense: Cleaning Services ($31.8, Housing) and Dental Care ($490.07, Health Care), both dated today (15 Oct 2023) with the source note kept in the note field. The app's Recent list now shows both entries and the weekly outcome total rose from 1,495.29 to 2,017.16. STEPS (41; seconds into the video) 1. 31.18-31.19 s read ok Read Markor skill and observe screen 2. 31.18-31.19 s get_ui_state ok Read Markor skill and observe screen 3. 32.63-34.76 s launch ok Open Markor file browser and locate my_expenses.txt 4. 36.06-36.27 s get_ui_state ok Inspect Markor file list for my_expenses.txt 5. 37.61-38.22 s tap_element ok Read contents of my_expenses.txt 6. 39.32-39.42 s get_ui_state ok Read contents of my_expenses.txt 7. 41.13-41.14 s pull_file ok Read full text of my_expenses.txt via pull_file 8. 47.31-51.27 s launch ok Open file:///sdcard/Documents/my_expenses.txt in Chrome to read full text 9. 52.63-53.64 s tap_element ok Type file URL into Chrome address bar 10. 54.78-61.82 s type ok Navigate to the file URL in Chrome 11. 63.17-64.23 s key ok Load file URL and read content 12. 70.24-71.55 s launch ok Return to Markor editor and scroll to read remaining lines 13. 72.62-72.94 s tap_element ok Open my_expenses.txt editor 14. 73.96-74.12 s get_ui_state ok Scroll editor down to read remaining lines 15. 76.41-77.02 s tap_element ok Switch Markor to view mode to read lines as separate nodes 16. 81.25-81.39 s calculate ok Identify reimbursable rows and open the Pro Expense app 17. 81.25-82.72 s key ok Go home and find the Pro Expense app 18. 84.24-87.85 s swipe ok Open app drawer and locate Pro Expense app 19. 89.61-91.36 s swipe ok Scroll app drawer to find Pro Expense 20. 92.22-93.27 s tap_element ok Open Pro Expense app and inspect its UI 21. 94.22-95.53 s get_ui_state ok Inspect Pro Expense home screen 22. 96.92-98.15 s tap_element ok Tap add button to open new expense form 23. 102.37-104.61 s type ok Fill name 'Cleaning Services' 24. 105.88-106.89 s type ok Fill amount 31.8 25. 108.13-108.52 s tap_element ok Select Housing category 26. 110.25-113.99 s type ok Fill note for Cleaning Services entry 27. 115.54-117.15 s tap_element ok Save Cleaning Services entry and verify it appears 28. 119.32-119.34 s get_ui_state ok Add second entry: tap add FAB 29. 120.94-121.84 s tap_element ok Open new expense form for Dental Care 30. 124.11-125.93 s type ok Fill name Dental Care 31. 127.72-128.69 s type ok Fill amount 490.07 32. 130.84-132.70 s swipe ok Scroll category chips to find Health Care 33. 133.96-134.30 s tap_element ok Select Health Care category 34. 135.43-138.72 s type ok Fill note for Dental Care then save 35. 139.96-141.03 s tap_element ok Save Dental Care entry and verify recent list 36. 142.29-142.34 s scroll_to ok Verify Dental Care entry in recent list 37. 144.15-145.05 s tap_element ok Open Dental Care entry to confirm its category 38. 146.10-146.11 s get_ui_state ok Read Dental Care entry details (category) 39. 147.42-148.41 s tap_element ok Open edit form to confirm selected category 40. 149.69-150.32 s key ok Back out of the edit form without changes 41. 154.01-154.01 s done ok Task complete; both reimbursable transactions logged and verified FILES - Video: video.mp4 (H.264), video.webm (VP9); poster: poster.webp - Data: task.json, steps.json