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}

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 | 2,276 ms 1.74 s | {"action": "click", "x": 447, "y": 777} | click img (447, 777) | {'kind': 'click', 'x': 143, 'y': 186} | 2,276 ms | 2,296 ms · invalid | 23 |
| 2 | 2,341 ms | 4,070 ms 1.73 s | {"action": "click", "x": 472, "y": 777} | click img (472, 777) | {'kind': 'click', 'x': 151, 'y': 186} | 4,070 ms | 4,090 ms · invalid | 23 |
| 3 | 4,115 ms | 5,847 ms 1.73 s | {"action": "click", "x": 472, "y": 777} | click img (472, 777) | {'kind': 'click', 'x': 151, 'y': 186} | 5,847 ms | 5,867 ms · invalid | 23 |
| 4 | 5,891 ms | 7,624 ms 1.73 s | {"action": "click", "x": 472, "y": 777} | click img (472, 777) | {'kind': 'click', 'x': 151, 'y': 186} | 7,624 ms | 7,644 ms · invalid | 23 |
| 5 | 7,668 ms | 9,401 ms 1.73 s | {"action": "click", "x": 472, "y": 777} | click img (472, 777) | {'kind': 'click', 'x': 151, 'y': 186} | 9,401 ms | 9,421 ms · invalid | 23 |
| 6 | 9,445 ms | 11,176 ms 1.73 s | {"action": "click", "x": 472, "y": 777} | click img (472, 777) | {'kind': 'click', 'x': 151, 'y': 186} | 11,176 ms | 11,196 ms · invalid | 23 |
| 7 | 11,220 ms | 12,954 ms 1.73 s | {"action": "click", "x": 472, "y": 777} | click img (472, 777) | {'kind': 'click', 'x': 151, 'y': 186} | 12,954 ms | 12,974 ms · invalid | 23 |
| 8 | 12,998 ms | 14,735 ms 1.74 s | {"action": "click", "x": 472, "y": 777} | click img (472, 777) | {'kind': 'click', 'x': 151, 'y': 186} | 14,735 ms | 14,755 ms · invalid | 23 |
| 9 | 14,779 ms | 16,513 ms 1.73 s | {"action": "click", "x": 472, "y": 777} | click img (472, 777) | {'kind': 'click', 'x': 151, 'y': 186} | 16,513 ms | 16,533 ms · invalid | 23 |
| 10 | 16,556 ms | 17,160 ms 0.60 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_d2_none_s400.jsonl.