Controller: {"enable_thinking": false, "image_scale": 2, "invoke_on": "frame_change", "kind": "vlm_pending", "max_tokens": 256, "memory": "none", "model_id": "ByteDance-Seed/UI-TARS-1.5-7B", "pending_radius_px": 10, "pending_timeout_ns": 10000000000, "prompt_version": 7, "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 are a GUI agent. You are given a task and your action history, with screenshots. You need to perform the next action to complete the task. ## Output Format ``` Thought: ... Action: ... ``` ## Action Space click(point='<point>x1 y1</point>') wait() #Sleep for 5s and take a screenshot to check for any changes. ## Note - Use English in `Thought` part. - Write a small plan and finally summarize your next action (with its target element) in one sentence in `Thought` part. ## User Instruction At some point a notification card with a blue button appears on the desktop and expires shortly after. If the card is visible, click the center of its blue button. If no card is visible, wait. [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 | 7,013 ms 6.48 s | Thought: I noticed a notification card appearing on the screen, featuring a blue button in the center. According to the task requirements, I need to click this button. The design of the button is quite striking, with a blue background and white text, making it easy to locate. I'm going to click on it now. Action: click(start_box='(383,405)') | click img (383, 405) | {'kind': 'click', 'x': 190, 'y': 204} | 7,013 ms | 7,033 ms · accepted | 84 |
| 2 | 7,202 ms | 12,530 ms 5.33 s | Thought: I noticed that the page is still loading, and the content is not fully displayed yet. I need to wait for a moment to see if the blue notification card will appear. After all, the task requires me to click on the card, so I have to wait until it shows up before I can proceed. Action: wait() | wait | — | — | — | 69 |
| 3 | 12,660 ms | 18,141 ms 5.48 s | Thought: I noticed that the page is still loading, and the content hasn't fully appeared yet. I need to be patient and wait for the page to finish loading before I can proceed with the next step. After all, it's important to ensure that all the elements are displayed correctly before I can accurately locate the target button. Action: wait() | wait | — | — | — | 71 |
| id | event | task time | harness time |
|---|---|---|---|
| 1 | target_appears | 500 ms | 500 ms |
| 3 | effect_visible | 9,033 ms | 9,033 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.