Controller: {"enable_thinking": false, "image_scale": 2, "invoke_on": "frame_change", "kind": "vlm_pending", "max_tokens": 64, "memory": "model_informed", "model_id": "Qwen/Qwen3.8-27B", "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. (+ pending note when a click is pending)
| # | B | model done B→D | model response (raw) | parsed | action (canvas px) | D (commit) | A (receipt) | out tokens |
|---|---|---|---|---|---|---|---|---|
| 1 | 530 ms | 5,787 ms 5.26 s | {"action": "click", "x": 774, "y": 702} | click img (774, 702) | {'kind': 'click', 'x': 247, 'y': 168} | 5,787 ms | 5,807 ms · accepted | 23 |
| 2 | 5,988 ms | 11,306 ms 5.32 s | {"action": "click", "x": 774, "y": 704} | click img (774, 704) | {'kind': 'click', 'x': 247, 'y': 168} | 11,306 ms | 11,326 ms · invalid | 23 |
| 3 | 11,445 ms | 13,263 ms 1.82 s | {"action": "wait"} | wait | — | — | — | 7 |
| id | event | task time | harness time |
|---|---|---|---|
| 1 | target_appears | 500 ms | 500 ms |
| 3 | effect_visible | 9,807 ms | 9,807 ms |
794 observations published; first frame depicting the target published at 530 ms. Raw trace: live_d4_model_informed_s406.jsonl.