Controller: {"enable_thinking": false, "image_scale": 2, "invoke_on": "frame_change", "kind": "vlm_pending", "max_tokens": 64, "memory": "none", "model_id": "Qwen/Qwen3-VL-8B-Instruct", "pending_radius_px": 10, "pending_timeout_ns": 10000000000, "prompt_version": 4, "reasoning_effort": null, "temperature": 0.0}

Recorded frames from the first decision to the last receipt, every 4th frame, time compressed 10×; red = committed click.

Key frames: each decision's starting frame with the click it produced (amber = proposal before binding, red = committed, grey = suppressed), then the screen at each arrival A (green = valid).
You control a desktop by clicking. You are shown one screenshot. At some point a notification card with a blue button appears at an unknown position and expires shortly after. If the card is visible, answer with action "click" and the coordinates of the center of its blue button on a 0-1000 grid (x: 0 = left edge, 1000 = right edge; y: 0 = top edge, 1000 = bottom edge). If no card is visible, answer with action "wait". Answer with the JSON object only. [user] Screenshot attached. Click the target's center or wait.
| # | B | model done B→D | model response (raw) | parsed | action (canvas px) | D (commit) | A (receipt) | out tokens |
|---|---|---|---|---|---|---|---|---|
| 1 | 531 ms | 1,065 ms 0.53 s | {"action": "wait"} | wait | — | — | — | 7 |
| 2 | 1,198 ms | 1,730 ms 0.53 s | {"action": "wait"} | wait | — | — | — | 7 |
| 3 | 1,743 ms | 2,303 ms 0.56 s | {"action": "wait"} | wait | — | — | — | 7 |
| 4 | 2,317 ms | 2,878 ms 0.56 s | {"action": "wait"} | wait | — | — | — | 7 |
| 5 | 2,892 ms | 3,453 ms 0.56 s | {"action": "wait"} | wait | — | — | — | 7 |
| 6 | 3,467 ms | 4,025 ms 0.56 s | {"action": "wait"} | wait | — | — | — | 7 |
| 7 | 4,039 ms | 4,664 ms 0.63 s | {"action": "wait"} | wait | — | — | — | 7 |
| 8 | 4,680 ms | 5,302 ms 0.62 s | {"action": "wait"} | wait | — | — | — | 7 |
| 9 | 5,318 ms | 5,876 ms 0.56 s | {"action": "wait"} | wait | — | — | — | 7 |
| 10 | 5,890 ms | 6,450 ms 0.56 s | {"action": "wait"} | wait | — | — | — | 7 |
| 11 | 6,464 ms | 7,089 ms 0.62 s | {"action": "wait"} | wait | — | — | — | 7 |
| 12 | 7,105 ms | 7,728 ms 0.62 s | {"action": "wait"} | wait | — | — | — | 7 |
| 13 | 7,743 ms | 8,363 ms 0.62 s | {"action": "wait"} | wait | — | — | — | 7 |
| 14 | 8,379 ms | 9,002 ms 0.62 s | {"action": "wait"} | wait | — | — | — | 7 |
| 15 | 9,018 ms | 9,577 ms 0.56 s | {"action": "wait"} | wait | — | — | — | 7 |
| 16 | 9,591 ms | 10,214 ms 0.62 s | {"action": "wait"} | wait | — | — | — | 7 |
| 17 | 10,230 ms | 10,853 ms 0.62 s | {"action": "wait"} | wait | — | — | — | 7 |
| 18 | 10,868 ms | 11,491 ms 0.62 s | {"action": "wait"} | wait | — | — | — | 7 |
| 19 | 11,506 ms | 12,130 ms 0.62 s | {"action": "wait"} | wait | — | — | — | 7 |
| 20 | 12,145 ms | 12,766 ms 0.62 s | {"action": "wait"} | wait | — | — | — | 7 |
| 21 | 12,782 ms | 13,404 ms 0.62 s | {"action": "wait"} | wait | — | — | — | 7 |
| 22 | 13,420 ms | 13,980 ms 0.56 s | {"action": "wait"} | wait | — | — | — | 7 |
| 23 | 13,995 ms | 14,615 ms 0.62 s | {"action": "wait"} | wait | — | — | — | 7 |
| 24 | 14,631 ms | 15,253 ms 0.62 s | {"action": "wait"} | wait | — | — | — | 7 |
| 25 | 15,268 ms | 15,890 ms 0.62 s | {"action": "wait"} | wait | — | — | — | 7 |
| 26 | 15,905 ms | 16,528 ms 0.62 s | {"action": "wait"} | wait | — | — | — | 7 |
| 27 | 16,544 ms | 18,304 ms 1.76 s | {"action": "click", "x": 919, "y": 197} | click img (919, 197) | {'kind': 'click', 'x': 294, 'y': 47} | 18,304 ms | 18,324 ms · invalid | 23 |
| 28 | 18,325 ms | 18,879 ms 0.55 s | {"action": "wait"} | wait | — | — | — | 7 |
| id | event | task time | harness time |
|---|---|---|---|
| 1 | target_appears | 500 ms | 500 ms |
| 2 | window_closes | 16,500 ms | 16,500 ms |
1020 observations published; first frame depicting the target published at 530 ms. Raw trace: live_d8_none_s401.jsonl.