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[
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"role": "system",
"content": "你是一名经验丰富的Brotato PC端玩家，精通键盘操作。请根据当前游戏画面，规划接下来 200ms 的操作，由 1 步组成。\n**输出格式**\n<|action_start|>K1 K2 K3 K4<|action_end|>\n**说明**\n1. **按键**：列出当前需要按住的按键，用空格分隔，最多 4 个按键。\n2. 若无需按键，输出 <|action_start|><|action_end|>。\n3. 只输出符合上述格式的纯字符串，不换行、不加引号。\n**按键命名规范**\n- Brotato游戏使用WASD控制移动：'W'（上）、'S'（下）、'A'（左）、'D'（右）。"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104356/2025-12-24 10-43-57_seg000026_f0_5300ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A<|action_end|>"
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{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104356/2025-12-24 10-43-57_seg000027_f0_5500ms.jpg\"}]"
},
{
"role": "assistant",
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{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104356/2025-12-24 10-43-57_seg000028_f0_5700ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>S<|action_end|>"
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{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104356/2025-12-24 10-43-57_seg000029_f0_5900ms.jpg\"}]"
},
{
"role": "assistant",
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{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104356/2025-12-24 10-43-57_seg000030_f0_6100ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104356/2025-12-24 10-43-57_seg000031_f0_6300ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104356/2025-12-24 10-43-57_seg000032_f0_6500ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104356/2025-12-24 10-43-57_seg000033_f0_6700ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104356/2025-12-24 10-43-57_seg000034_f0_6900ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104356/2025-12-24 10-43-57_seg000035_f0_7100ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104356/2025-12-24 10-43-57_seg000036_f0_7300ms.jpg\"}]"
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{
"role": "assistant",
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{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104356/2025-12-24 10-43-57_seg000037_f0_7500ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>W<|action_end|>"
}
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|
|
[
{
"role": "system",
"content": "你是一名经验丰富的Brotato PC端玩家，精通键盘操作。请根据当前游戏画面，规划接下来 200ms 的操作，由 1 步组成。\n**输出格式**\n<|action_start|>K1 K2 K3 K4<|action_end|>\n**说明**\n1. **按键**：列出当前需要按住的按键，用空格分隔，最多 4 个按键。\n2. 若无需按键，输出 <|action_start|><|action_end|>。\n3. 只输出符合上述格式的纯字符串，不换行、不加引号。\n**按键命名规范**\n- Brotato游戏使用WASD控制移动：'W'（上）、'S'（下）、'A'（左）、'D'（右）。"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104356/2025-12-24 10-43-57_seg000053_f0_10699ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104356/2025-12-24 10-43-57_seg000054_f0_10899ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104356/2025-12-24 10-43-57_seg000055_f0_11099ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104356/2025-12-24 10-43-57_seg000056_f0_11299ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A<|action_end|>"
}
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{
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|
|
[
{
"role": "system",
"content": "你是一名经验丰富的Brotato PC端玩家，精通键盘操作。请根据当前游戏画面，规划接下来 200ms 的操作，由 1 步组成。\n**输出格式**\n<|action_start|>K1 K2 K3 K4<|action_end|>\n**说明**\n1. **按键**：列出当前需要按住的按键，用空格分隔，最多 4 个按键。\n2. 若无需按键，输出 <|action_start|><|action_end|>。\n3. 只输出符合上述格式的纯字符串，不换行、不加引号。\n**按键命名规范**\n- Brotato游戏使用WASD控制移动：'W'（上）、'S'（下）、'A'（左）、'D'（右）。"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104356/2025-12-24 10-43-57_seg000057_f0_11499ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104356/2025-12-24 10-43-57_seg000058_f0_11699ms.jpg\"}]"
},
{
"role": "assistant",
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},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104356/2025-12-24 10-43-57_seg000059_f0_11899ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|><|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104356/2025-12-24 10-43-57_seg000060_f0_12099ms.jpg\"}]"
},
{
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{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104356/2025-12-24 10-43-57_seg000061_f0_12299ms.jpg\"}]"
},
{
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{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104356/2025-12-24 10-43-57_seg000062_f0_12499ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104356/2025-12-24 10-43-57_seg000063_f0_12699ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D<|action_end|>"
}
] |
{
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|
|
[
{
"role": "system",
"content": "你是一名经验丰富的Brotato PC端玩家，精通键盘操作。请根据当前游戏画面，规划接下来 200ms 的操作，由 1 步组成。\n**输出格式**\n<|action_start|>K1 K2 K3 K4<|action_end|>\n**说明**\n1. **按键**：列出当前需要按住的按键，用空格分隔，最多 4 个按键。\n2. 若无需按键，输出 <|action_start|><|action_end|>。\n3. 只输出符合上述格式的纯字符串，不换行、不加引号。\n**按键命名规范**\n- Brotato游戏使用WASD控制移动：'W'（上）、'S'（下）、'A'（左）、'D'（右）。"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104356/2025-12-24 10-43-57_seg000069_f0_13899ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104356/2025-12-24 10-43-57_seg000070_f0_14099ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104356/2025-12-24 10-43-57_seg000071_f0_14299ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104356/2025-12-24 10-43-57_seg000072_f0_14499ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104356/2025-12-24 10-43-57_seg000073_f0_14699ms.jpg\"}]"
},
{
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},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104356/2025-12-24 10-43-57_seg000074_f0_14899ms.jpg\"}]"
},
{
"role": "assistant",
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},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104356/2025-12-24 10-43-57_seg000075_f0_15099ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|><|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104356/2025-12-24 10-43-57_seg000076_f0_15299ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104356/2025-12-24 10-43-57_seg000077_f0_15499ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104356/2025-12-24 10-43-57_seg000078_f0_15699ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D W<|action_end|>"
},
{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104356/2025-12-24 10-43-57_seg000079_f0_15899ms.jpg\"}]"
},
{
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"content": "<|action_start|>D S<|action_end|>"
},
{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104356/2025-12-24 10-43-57_seg000080_f0_16099ms.jpg\"}]"
},
{
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"content": "<|action_start|>S<|action_end|>"
}
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{
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|
|
[
{
"role": "system",
"content": "你是一名经验丰富的Brotato PC端玩家，精通键盘操作。请根据当前游戏画面，规划接下来 200ms 的操作，由 1 步组成。\n**输出格式**\n<|action_start|>K1 K2 K3 K4<|action_end|>\n**说明**\n1. **按键**：列出当前需要按住的按键，用空格分隔，最多 4 个按键。\n2. 若无需按键，输出 <|action_start|><|action_end|>。\n3. 只输出符合上述格式的纯字符串，不换行、不加引号。\n**按键命名规范**\n- Brotato游戏使用WASD控制移动：'W'（上）、'S'（下）、'A'（左）、'D'（右）。"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104356/2025-12-24 10-43-57_seg000081_f0_16299ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104356/2025-12-24 10-43-57_seg000082_f0_16499ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104356/2025-12-24 10-43-57_seg000083_f0_16699ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104356/2025-12-24 10-43-57_seg000084_f0_16899ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104356/2025-12-24 10-43-57_seg000085_f0_17099ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104356/2025-12-24 10-43-57_seg000086_f0_17299ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D<|action_end|>"
},
{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104356/2025-12-24 10-43-57_seg000087_f0_17499ms.jpg\"}]"
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{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104356/2025-12-24 10-43-57_seg000089_f0_17899ms.jpg\"}]"
},
{
"role": "assistant",
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},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104356/2025-12-24 10-43-57_seg000090_f0_18099ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104356/2025-12-24 10-43-57_seg000091_f0_18299ms.jpg\"}]"
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{
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{
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},
{
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"content": "<|action_start|>A S<|action_end|>"
},
{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104356/2025-12-24 10-43-57_seg000093_f0_18699ms.jpg\"}]"
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{
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},
{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104356/2025-12-24 10-43-57_seg000094_f0_18899ms.jpg\"}]"
},
{
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|
|
[
{
"role": "system",
"content": "你是一名经验丰富的Brotato PC端玩家，精通键盘操作。请根据当前游戏画面，规划接下来 200ms 的操作，由 1 步组成。\n**输出格式**\n<|action_start|>K1 K2 K3 K4<|action_end|>\n**说明**\n1. **按键**：列出当前需要按住的按键，用空格分隔，最多 4 个按键。\n2. 若无需按键，输出 <|action_start|><|action_end|>。\n3. 只输出符合上述格式的纯字符串，不换行、不加引号。\n**按键命名规范**\n- Brotato游戏使用WASD控制移动：'W'（上）、'S'（下）、'A'（左）、'D'（右）。"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000015_f0_3100ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000016_f0_3300ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000017_f0_3500ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|><|action_end|>"
},
{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000018_f0_3700ms.jpg\"}]"
},
{
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"content": "<|action_start|><|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000019_f0_3900ms.jpg\"}]"
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{
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{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000020_f0_4100ms.jpg\"}]"
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{
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{
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{
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{
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},
{
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},
{
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{
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{
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{
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{
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},
{
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}
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|
[
{
"role": "system",
"content": "你是一名经验丰富的Brotato PC端玩家，精通键盘操作。请根据当前游戏画面，规划接下来 200ms 的操作，由 1 步组成。\n**输出格式**\n<|action_start|>K1 K2 K3 K4<|action_end|>\n**说明**\n1. **按键**：列出当前需要按住的按键，用空格分隔，最多 4 个按键。\n2. 若无需按键，输出 <|action_start|><|action_end|>。\n3. 只输出符合上述格式的纯字符串，不换行、不加引号。\n**按键命名规范**\n- Brotato游戏使用WASD控制移动：'W'（上）、'S'（下）、'A'（左）、'D'（右）。"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000029_f0_5900ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000030_f0_6100ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000031_f0_6300ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000032_f0_6500ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000033_f0_6700ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000034_f0_6900ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>W<|action_end|>"
},
{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000035_f0_7100ms.jpg\"}]"
},
{
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},
{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000036_f0_7300ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D W<|action_end|>"
},
{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000037_f0_7500ms.jpg\"}]"
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{
"role": "assistant",
"content": "<|action_start|>D W<|action_end|>"
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{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000038_f0_7700ms.jpg\"}]"
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{
"role": "assistant",
"content": "<|action_start|>D W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000039_f0_7900ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>W<|action_end|>"
}
] |
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|
[
{
"role": "system",
"content": "你是一名经验丰富的Brotato PC端玩家，精通键盘操作。请根据当前游戏画面，规划接下来 200ms 的操作，由 1 步组成。\n**输出格式**\n<|action_start|>K1 K2 K3 K4<|action_end|>\n**说明**\n1. **按键**：列出当前需要按住的按键，用空格分隔，最多 4 个按键。\n2. 若无需按键，输出 <|action_start|><|action_end|>。\n3. 只输出符合上述格式的纯字符串，不换行、不加引号。\n**按键命名规范**\n- Brotato游戏使用WASD控制移动：'W'（上）、'S'（下）、'A'（左）、'D'（右）。"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000042_f0_8500ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000043_f0_8700ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000044_f0_8900ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000045_f0_9100ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000046_f0_9299ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000047_f0_9499ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000048_f0_9699ms.jpg\"}]"
},
{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000049_f0_9899ms.jpg\"}]"
},
{
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},
{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000050_f0_10099ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A<|action_end|>"
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000051_f0_10299ms.jpg\"}]"
},
{
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"content": "<|action_start|><|action_end|>"
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000052_f0_10499ms.jpg\"}]"
},
{
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},
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000053_f0_10699ms.jpg\"}]"
},
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{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000054_f0_10899ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>W<|action_end|>"
}
] |
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|
[
{
"role": "system",
"content": "你是一名经验丰富的Brotato PC端玩家，精通键盘操作。请根据当前游戏画面，规划接下来 200ms 的操作，由 1 步组成。\n**输出格式**\n<|action_start|>K1 K2 K3 K4<|action_end|>\n**说明**\n1. **按键**：列出当前需要按住的按键，用空格分隔，最多 4 个按键。\n2. 若无需按键，输出 <|action_start|><|action_end|>。\n3. 只输出符合上述格式的纯字符串，不换行、不加引号。\n**按键命名规范**\n- Brotato游戏使用WASD控制移动：'W'（上）、'S'（下）、'A'（左）、'D'（右）。"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000055_f0_11099ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000056_f0_11299ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000057_f0_11499ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000058_f0_11699ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000059_f0_11899ms.jpg\"}]"
},
{
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},
{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000060_f0_12099ms.jpg\"}]"
},
{
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},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000061_f0_12299ms.jpg\"}]"
},
{
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},
{
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},
{
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},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000063_f0_12699ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000064_f0_12899ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A S<|action_end|>"
},
{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000065_f0_13099ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000066_f0_13299ms.jpg\"}]"
},
{
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}
] |
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|
|
[
{
"role": "system",
"content": "你是一名经验丰富的Brotato PC端玩家，精通键盘操作。请根据当前游戏画面，规划接下来 200ms 的操作，由 1 步组成。\n**输出格式**\n<|action_start|>K1 K2 K3 K4<|action_end|>\n**说明**\n1. **按键**：列出当前需要按住的按键，用空格分隔，最多 4 个按键。\n2. 若无需按键，输出 <|action_start|><|action_end|>。\n3. 只输出符合上述格式的纯字符串，不换行、不加引号。\n**按键命名规范**\n- Brotato游戏使用WASD控制移动：'W'（上）、'S'（下）、'A'（左）、'D'（右）。"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000067_f0_13499ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000068_f0_13699ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000069_f0_13899ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000070_f0_14099ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000071_f0_14299ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000072_f0_14499ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000073_f0_14699ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000074_f0_14899ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000075_f0_15099ms.jpg\"}]"
},
{
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},
{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000076_f0_15299ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000077_f0_15499ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D<|action_end|>"
}
] |
{
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"num_turns": 11,
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|
|
[
{
"role": "system",
"content": "你是一名经验丰富的Brotato PC端玩家，精通键盘操作。请根据当前游戏画面，规划接下来 200ms 的操作，由 1 步组成。\n**输出格式**\n<|action_start|>K1 K2 K3 K4<|action_end|>\n**说明**\n1. **按键**：列出当前需要按住的按键，用空格分隔，最多 4 个按键。\n2. 若无需按键，输出 <|action_start|><|action_end|>。\n3. 只输出符合上述格式的纯字符串，不换行、不加引号。\n**按键命名规范**\n- Brotato游戏使用WASD控制移动：'W'（上）、'S'（下）、'A'（左）、'D'（右）。"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000078_f0_15699ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D<|action_end|>"
},
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{
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{
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[
{
"role": "system",
"content": "你是一名经验丰富的Brotato PC端玩家，精通键盘操作。请根据当前游戏画面，规划接下来 200ms 的操作，由 1 步组成。\n**输出格式**\n<|action_start|>K1 K2 K3 K4<|action_end|>\n**说明**\n1. **按键**：列出当前需要按住的按键，用空格分隔，最多 4 个按键。\n2. 若无需按键，输出 <|action_start|><|action_end|>。\n3. 只输出符合上述格式的纯字符串，不换行、不加引号。\n**按键命名规范**\n- Brotato游戏使用WASD控制移动：'W'（上）、'S'（下）、'A'（左）、'D'（右）。"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000098_f0_19699ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000099_f0_19899ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000100_f0_20099ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000101_f0_20299ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D<|action_end|>"
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{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000102_f0_20499ms.jpg\"}]"
},
{
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"content": "<|action_start|>D W<|action_end|>"
},
{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000103_f0_20699ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D W<|action_end|>"
},
{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000104_f0_20899ms.jpg\"}]"
},
{
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{
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"content": "<|action_start|>A W<|action_end|>"
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000106_f0_21299ms.jpg\"}]"
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{
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{
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},
{
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{
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{
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},
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000111_f0_22299ms.jpg\"}]"
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{
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[
{
"role": "system",
"content": "你是一名经验丰富的Brotato PC端玩家，精通键盘操作。请根据当前游戏画面，规划接下来 200ms 的操作，由 1 步组成。\n**输出格式**\n<|action_start|>K1 K2 K3 K4<|action_end|>\n**说明**\n1. **按键**：列出当前需要按住的按键，用空格分隔，最多 4 个按键。\n2. 若无需按键，输出 <|action_start|><|action_end|>。\n3. 只输出符合上述格式的纯字符串，不换行、不加引号。\n**按键命名规范**\n- Brotato游戏使用WASD控制移动：'W'（上）、'S'（下）、'A'（左）、'D'（右）。"
},
{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000116_f0_23299ms.jpg\"}]"
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{
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{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000117_f0_23499ms.jpg\"}]"
},
{
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{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000118_f0_23699ms.jpg\"}]"
},
{
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"content": "<|action_start|>A W<|action_end|>"
},
{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000119_f0_23899ms.jpg\"}]"
},
{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104432/2025-12-24 10-44-32_seg000121_f0_24299ms.jpg\"}]"
},
{
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},
{
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{
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{
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},
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{
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},
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},
{
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}
] |
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|
|
[
{
"role": "system",
"content": "你是一名经验丰富的Brotato PC端玩家，精通键盘操作。请根据当前游戏画面，规划接下来 200ms 的操作，由 1 步组成。\n**输出格式**\n<|action_start|>K1 K2 K3 K4<|action_end|>\n**说明**\n1. **按键**：列出当前需要按住的按键，用空格分隔，最多 4 个按键。\n2. 若无需按键，输出 <|action_start|><|action_end|>。\n3. 只输出符合上述格式的纯字符串，不换行、不加引号。\n**按键命名规范**\n- Brotato游戏使用WASD控制移动：'W'（上）、'S'（下）、'A'（左）、'D'（右）。"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000009_f0_1900ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000010_f0_2099ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000011_f0_2300ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000012_f0_2500ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000013_f0_2700ms.jpg\"}]"
},
{
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},
{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000014_f0_2900ms.jpg\"}]"
},
{
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"content": "<|action_start|>D<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000015_f0_3100ms.jpg\"}]"
},
{
"role": "assistant",
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},
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000016_f0_3300ms.jpg\"}]"
},
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},
{
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},
{
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},
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},
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},
{
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"content": "<|action_start|>W<|action_end|>"
}
] |
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[
{
"role": "system",
"content": "你是一名经验丰富的Brotato PC端玩家，精通键盘操作。请根据当前游戏画面，规划接下来 200ms 的操作，由 1 步组成。\n**输出格式**\n<|action_start|>K1 K2 K3 K4<|action_end|>\n**说明**\n1. **按键**：列出当前需要按住的按键，用空格分隔，最多 4 个按键。\n2. 若无需按键，输出 <|action_start|><|action_end|>。\n3. 只输出符合上述格式的纯字符串，不换行、不加引号。\n**按键命名规范**\n- Brotato游戏使用WASD控制移动：'W'（上）、'S'（下）、'A'（左）、'D'（右）。"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000020_f0_4100ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000021_f0_4300ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000022_f0_4500ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000023_f0_4700ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000024_f0_4900ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000025_f0_5100ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000026_f0_5300ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000027_f0_5500ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000028_f0_5700ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000029_f0_5900ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000030_f0_6100ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|><|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000031_f0_6300ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|><|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000032_f0_6500ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000033_f0_6700ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000034_f0_6900ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000035_f0_7100ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000036_f0_7300ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000037_f0_7500ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|><|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000038_f0_7700ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>S<|action_end|>"
}
] |
{
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|
|
[
{
"role": "system",
"content": "你是一名经验丰富的Brotato PC端玩家，精通键盘操作。请根据当前游戏画面，规划接下来 200ms 的操作，由 1 步组成。\n**输出格式**\n<|action_start|>K1 K2 K3 K4<|action_end|>\n**说明**\n1. **按键**：列出当前需要按住的按键，用空格分隔，最多 4 个按键。\n2. 若无需按键，输出 <|action_start|><|action_end|>。\n3. 只输出符合上述格式的纯字符串，不换行、不加引号。\n**按键命名规范**\n- Brotato游戏使用WASD控制移动：'W'（上）、'S'（下）、'A'（左）、'D'（右）。"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000039_f0_7900ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000040_f0_8100ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000041_f0_8300ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|><|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000042_f0_8500ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000043_f0_8700ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000044_f0_8900ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000045_f0_9100ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000046_f0_9299ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|><|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000047_f0_9499ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000048_f0_9699ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000049_f0_9899ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000050_f0_10099ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A S<|action_end|>"
}
] |
{
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"original_num_turns": 126
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|
|
[
{
"role": "system",
"content": "你是一名经验丰富的Brotato PC端玩家，精通键盘操作。请根据当前游戏画面，规划接下来 200ms 的操作，由 1 步组成。\n**输出格式**\n<|action_start|>K1 K2 K3 K4<|action_end|>\n**说明**\n1. **按键**：列出当前需要按住的按键，用空格分隔，最多 4 个按键。\n2. 若无需按键，输出 <|action_start|><|action_end|>。\n3. 只输出符合上述格式的纯字符串，不换行、不加引号。\n**按键命名规范**\n- Brotato游戏使用WASD控制移动：'W'（上）、'S'（下）、'A'（左）、'D'（右）。"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000055_f0_11099ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000056_f0_11299ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000057_f0_11499ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|><|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000058_f0_11699ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|><|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000059_f0_11899ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|><|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000060_f0_12099ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000061_f0_12299ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>W<|action_end|>"
},
{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000062_f0_12499ms.jpg\"}]"
},
{
"role": "assistant",
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},
{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000063_f0_12699ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000064_f0_12899ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A W<|action_end|>"
}
] |
{
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"chunk_id": 3,
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"num_turns": 7,
"original_num_turns": 126
}
|
|
[
{
"role": "system",
"content": "你是一名经验丰富的Brotato PC端玩家，精通键盘操作。请根据当前游戏画面，规划接下来 200ms 的操作，由 1 步组成。\n**输出格式**\n<|action_start|>K1 K2 K3 K4<|action_end|>\n**说明**\n1. **按键**：列出当前需要按住的按键，用空格分隔，最多 4 个按键。\n2. 若无需按键，输出 <|action_start|><|action_end|>。\n3. 只输出符合上述格式的纯字符串，不换行、不加引号。\n**按键命名规范**\n- Brotato游戏使用WASD控制移动：'W'（上）、'S'（下）、'A'（左）、'D'（右）。"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000065_f0_13099ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000066_f0_13299ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000067_f0_13499ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000068_f0_13699ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000069_f0_13899ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000070_f0_14099ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000071_f0_14299ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000072_f0_14499ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000073_f0_14699ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000074_f0_14899ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D S<|action_end|>"
}
] |
{
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"num_turns": 10,
"original_num_turns": 126
}
|
|
[
{
"role": "system",
"content": "你是一名经验丰富的Brotato PC端玩家，精通键盘操作。请根据当前游戏画面，规划接下来 200ms 的操作，由 1 步组成。\n**输出格式**\n<|action_start|>K1 K2 K3 K4<|action_end|>\n**说明**\n1. **按键**：列出当前需要按住的按键，用空格分隔，最多 4 个按键。\n2. 若无需按键，输出 <|action_start|><|action_end|>。\n3. 只输出符合上述格式的纯字符串，不换行、不加引号。\n**按键命名规范**\n- Brotato游戏使用WASD控制移动：'W'（上）、'S'（下）、'A'（左）、'D'（右）。"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000076_f0_15299ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000077_f0_15499ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|><|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000078_f0_15699ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000079_f0_15899ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000080_f0_16099ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000081_f0_16299ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000082_f0_16499ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000083_f0_16699ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D W<|action_end|>"
},
{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000084_f0_16899ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000085_f0_17099ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D<|action_end|>"
}
] |
{
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|
[
{
"role": "system",
"content": "你是一名经验丰富的Brotato PC端玩家，精通键盘操作。请根据当前游戏画面，规划接下来 200ms 的操作，由 1 步组成。\n**输出格式**\n<|action_start|>K1 K2 K3 K4<|action_end|>\n**说明**\n1. **按键**：列出当前需要按住的按键，用空格分隔，最多 4 个按键。\n2. 若无需按键，输出 <|action_start|><|action_end|>。\n3. 只输出符合上述格式的纯字符串，不换行、不加引号。\n**按键命名规范**\n- Brotato游戏使用WASD控制移动：'W'（上）、'S'（下）、'A'（左）、'D'（右）。"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000086_f0_17299ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000087_f0_17499ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000088_f0_17699ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000089_f0_17899ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000090_f0_18099ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000091_f0_18299ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000092_f0_18499ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000093_f0_18699ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000094_f0_18899ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000095_f0_19099ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000096_f0_19299ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A W<|action_end|>"
},
{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000097_f0_19499ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000098_f0_19699ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A<|action_end|>"
}
] |
{
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|
[
{
"role": "system",
"content": "你是一名经验丰富的Brotato PC端玩家，精通键盘操作。请根据当前游戏画面，规划接下来 200ms 的操作，由 1 步组成。\n**输出格式**\n<|action_start|>K1 K2 K3 K4<|action_end|>\n**说明**\n1. **按键**：列出当前需要按住的按键，用空格分隔，最多 4 个按键。\n2. 若无需按键，输出 <|action_start|><|action_end|>。\n3. 只输出符合上述格式的纯字符串，不换行、不加引号。\n**按键命名规范**\n- Brotato游戏使用WASD控制移动：'W'（上）、'S'（下）、'A'（左）、'D'（右）。"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000099_f0_19899ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000100_f0_20099ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000101_f0_20299ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000102_f0_20499ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000103_f0_20699ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000104_f0_20899ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000105_f0_21099ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000106_f0_21299ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000107_f0_21499ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|><|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000108_f0_21699ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000109_f0_21899ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000110_f0_22099ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000111_f0_22299ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>S<|action_end|>"
}
] |
{
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|
|
[
{
"role": "system",
"content": "你是一名经验丰富的Brotato PC端玩家，精通键盘操作。请根据当前游戏画面，规划接下来 200ms 的操作，由 1 步组成。\n**输出格式**\n<|action_start|>K1 K2 K3 K4<|action_end|>\n**说明**\n1. **按键**：列出当前需要按住的按键，用空格分隔，最多 4 个按键。\n2. 若无需按键，输出 <|action_start|><|action_end|>。\n3. 只输出符合上述格式的纯字符串，不换行、不加引号。\n**按键命名规范**\n- Brotato游戏使用WASD控制移动：'W'（上）、'S'（下）、'A'（左）、'D'（右）。"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000112_f0_22499ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000113_f0_22699ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000114_f0_22899ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000115_f0_23099ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000116_f0_23299ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000117_f0_23499ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000118_f0_23699ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000119_f0_23899ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000120_f0_24099ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000121_f0_24299ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000122_f0_24499ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D W<|action_end|>"
}
] |
{
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|
|
[
{
"role": "system",
"content": "你是一名经验丰富的Brotato PC端玩家，精通键盘操作。请根据当前游戏画面，规划接下来 200ms 的操作，由 1 步组成。\n**输出格式**\n<|action_start|>K1 K2 K3 K4<|action_end|>\n**说明**\n1. **按键**：列出当前需要按住的按键，用空格分隔，最多 4 个按键。\n2. 若无需按键，输出 <|action_start|><|action_end|>。\n3. 只输出符合上述格式的纯字符串，不换行、不加引号。\n**按键命名规范**\n- Brotato游戏使用WASD控制移动：'W'（上）、'S'（下）、'A'（左）、'D'（右）。"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000123_f0_24699ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000124_f0_24899ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000125_f0_25099ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000126_f0_25299ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000127_f0_25499ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000128_f0_25699ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000129_f0_25899ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|><|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000130_f0_26099ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000131_f0_26299ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000132_f0_26499ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000133_f0_26699ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104532/2025-12-24 10-45-32_seg000134_f0_26899ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>W<|action_end|>"
}
] |
{
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"original_num_turns": 126
}
|
|
[
{
"role": "system",
"content": "你是一名经验丰富的Brotato PC端玩家，精通键盘操作。请根据当前游戏画面，规划接下来 200ms 的操作，由 1 步组成。\n**输出格式**\n<|action_start|>K1 K2 K3 K4<|action_end|>\n**说明**\n1. **按键**：列出当前需要按住的按键，用空格分隔，最多 4 个按键。\n2. 若无需按键，输出 <|action_start|><|action_end|>。\n3. 只输出符合上述格式的纯字符串，不换行、不加引号。\n**按键命名规范**\n- Brotato游戏使用WASD控制移动：'W'（上）、'S'（下）、'A'（左）、'D'（右）。"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000010_f0_2099ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000011_f0_2300ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000012_f0_2500ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A S<|action_end|>"
},
{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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},
{
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{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000025_f0_5100ms.jpg\"}]"
},
{
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{
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},
{
"role": "assistant",
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{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000027_f0_5500ms.jpg\"}]"
},
{
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[
{
"role": "system",
"content": "你是一名经验丰富的Brotato PC端玩家，精通键盘操作。请根据当前游戏画面，规划接下来 200ms 的操作，由 1 步组成。\n**输出格式**\n<|action_start|>K1 K2 K3 K4<|action_end|>\n**说明**\n1. **按键**：列出当前需要按住的按键，用空格分隔，最多 4 个按键。\n2. 若无需按键，输出 <|action_start|><|action_end|>。\n3. 只输出符合上述格式的纯字符串，不换行、不加引号。\n**按键命名规范**\n- Brotato游戏使用WASD控制移动：'W'（上）、'S'（下）、'A'（左）、'D'（右）。"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000031_f0_6300ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000032_f0_6500ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000033_f0_6700ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000034_f0_6900ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000035_f0_7100ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000036_f0_7300ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|><|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000037_f0_7500ms.jpg\"}]"
},
{
"role": "assistant",
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},
{
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},
{
"role": "assistant",
"content": "<|action_start|>D W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000039_f0_7900ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D W<|action_end|>"
},
{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000040_f0_8100ms.jpg\"}]"
},
{
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},
{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000041_f0_8300ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D<|action_end|>"
},
{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000042_f0_8500ms.jpg\"}]"
},
{
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{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000043_f0_8700ms.jpg\"}]"
},
{
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},
{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000044_f0_8900ms.jpg\"}]"
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{
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{
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},
{
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"content": "<|action_start|>S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000046_f0_9299ms.jpg\"}]"
},
{
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"content": "<|action_start|>D S<|action_end|>"
}
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[
{
"role": "system",
"content": "你是一名经验丰富的Brotato PC端玩家，精通键盘操作。请根据当前游戏画面，规划接下来 200ms 的操作，由 1 步组成。\n**输出格式**\n<|action_start|>K1 K2 K3 K4<|action_end|>\n**说明**\n1. **按键**：列出当前需要按住的按键，用空格分隔，最多 4 个按键。\n2. 若无需按键，输出 <|action_start|><|action_end|>。\n3. 只输出符合上述格式的纯字符串，不换行、不加引号。\n**按键命名规范**\n- Brotato游戏使用WASD控制移动：'W'（上）、'S'（下）、'A'（左）、'D'（右）。"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000047_f0_9499ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000048_f0_9699ms.jpg\"}]"
},
{
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"content": "<|action_start|><|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000049_f0_9899ms.jpg\"}]"
},
{
"role": "assistant",
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{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000050_f0_10099ms.jpg\"}]"
},
{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000051_f0_10299ms.jpg\"}]"
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{
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{
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{
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},
{
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},
{
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},
{
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},
{
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},
{
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}
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|
|
[
{
"role": "system",
"content": "你是一名经验丰富的Brotato PC端玩家，精通键盘操作。请根据当前游戏画面，规划接下来 200ms 的操作，由 1 步组成。\n**输出格式**\n<|action_start|>K1 K2 K3 K4<|action_end|>\n**说明**\n1. **按键**：列出当前需要按住的按键，用空格分隔，最多 4 个按键。\n2. 若无需按键，输出 <|action_start|><|action_end|>。\n3. 只输出符合上述格式的纯字符串，不换行、不加引号。\n**按键命名规范**\n- Brotato游戏使用WASD控制移动：'W'（上）、'S'（下）、'A'（左）、'D'（右）。"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000057_f0_11499ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000058_f0_11699ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000059_f0_11899ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000060_f0_12099ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000061_f0_12299ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000062_f0_12499ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|><|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000063_f0_12699ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|><|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000064_f0_12899ms.jpg\"}]"
},
{
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},
{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000065_f0_13099ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000066_f0_13299ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000067_f0_13499ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000068_f0_13699ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000069_f0_13899ms.jpg\"}]"
},
{
"role": "assistant",
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},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000070_f0_14099ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000071_f0_14299ms.jpg\"}]"
},
{
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},
{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000072_f0_14499ms.jpg\"}]"
},
{
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"content": "<|action_start|>W<|action_end|>"
},
{
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},
{
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},
{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000074_f0_14899ms.jpg\"}]"
},
{
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"content": "<|action_start|>A W<|action_end|>"
}
] |
{
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|
|
[
{
"role": "system",
"content": "你是一名经验丰富的Brotato PC端玩家，精通键盘操作。请根据当前游戏画面，规划接下来 200ms 的操作，由 1 步组成。\n**输出格式**\n<|action_start|>K1 K2 K3 K4<|action_end|>\n**说明**\n1. **按键**：列出当前需要按住的按键，用空格分隔，最多 4 个按键。\n2. 若无需按键，输出 <|action_start|><|action_end|>。\n3. 只输出符合上述格式的纯字符串，不换行、不加引号。\n**按键命名规范**\n- Brotato游戏使用WASD控制移动：'W'（上）、'S'（下）、'A'（左）、'D'（右）。"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000075_f0_15099ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A<|action_end|>"
},
{
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},
{
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{
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},
{
"role": "assistant",
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{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000078_f0_15699ms.jpg\"}]"
},
{
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{
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},
{
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},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000080_f0_16099ms.jpg\"}]"
},
{
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{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000081_f0_16299ms.jpg\"}]"
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{
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},
{
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},
{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000083_f0_16699ms.jpg\"}]"
},
{
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},
{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000084_f0_16899ms.jpg\"}]"
},
{
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{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000085_f0_17099ms.jpg\"}]"
},
{
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"content": "<|action_start|>S<|action_end|>"
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{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000086_f0_17299ms.jpg\"}]"
},
{
"role": "assistant",
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},
{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000087_f0_17499ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A W<|action_end|>"
}
] |
{
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"chunk_id": 4,
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"num_turns": 11,
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[
{
"role": "system",
"content": "你是一名经验丰富的Brotato PC端玩家，精通键盘操作。请根据当前游戏画面，规划接下来 200ms 的操作，由 1 步组成。\n**输出格式**\n<|action_start|>K1 K2 K3 K4<|action_end|>\n**说明**\n1. **按键**：列出当前需要按住的按键，用空格分隔，最多 4 个按键。\n2. 若无需按键，输出 <|action_start|><|action_end|>。\n3. 只输出符合上述格式的纯字符串，不换行、不加引号。\n**按键命名规范**\n- Brotato游戏使用WASD控制移动：'W'（上）、'S'（下）、'A'（左）、'D'（右）。"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000088_f0_17699ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000089_f0_17899ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000090_f0_18099ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000091_f0_18299ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000092_f0_18499ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000093_f0_18699ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000094_f0_18899ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000095_f0_19099ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000096_f0_19299ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000097_f0_19499ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000098_f0_19699ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000099_f0_19899ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|><|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000100_f0_20099ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|><|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000101_f0_20299ms.jpg\"}]"
},
{
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"content": "<|action_start|>S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000102_f0_20499ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000103_f0_20699ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000104_f0_20899ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A S<|action_end|>"
},
{
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"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000105_f0_21099ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000106_f0_21299ms.jpg\"}]"
},
{
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"content": "<|action_start|>A S<|action_end|>"
}
] |
{
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|
|
[
{
"role": "system",
"content": "你是一名经验丰富的Brotato PC端玩家，精通键盘操作。请根据当前游戏画面，规划接下来 200ms 的操作，由 1 步组成。\n**输出格式**\n<|action_start|>K1 K2 K3 K4<|action_end|>\n**说明**\n1. **按键**：列出当前需要按住的按键，用空格分隔，最多 4 个按键。\n2. 若无需按键，输出 <|action_start|><|action_end|>。\n3. 只输出符合上述格式的纯字符串，不换行、不加引号。\n**按键命名规范**\n- Brotato游戏使用WASD控制移动：'W'（上）、'S'（下）、'A'（左）、'D'（右）。"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000108_f0_21699ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000109_f0_21899ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000110_f0_22099ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|><|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000111_f0_22299ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000112_f0_22499ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000113_f0_22699ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000114_f0_22899ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000115_f0_23099ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A S<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000116_f0_23299ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000117_f0_23499ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000118_f0_23699ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|><|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000119_f0_23899ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|><|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000120_f0_24099ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000121_f0_24299ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000122_f0_24499ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000123_f0_24699ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000124_f0_24899ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000125_f0_25099ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D W<|action_end|>"
}
] |
{
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"chunk_id": 6,
"num_segments": 18,
"num_turns": 15,
"original_num_turns": 164
}
|
|
[
{
"role": "system",
"content": "你是一名经验丰富的Brotato PC端玩家，精通键盘操作。请根据当前游戏画面，规划接下来 200ms 的操作，由 1 步组成。\n**输出格式**\n<|action_start|>K1 K2 K3 K4<|action_end|>\n**说明**\n1. **按键**：列出当前需要按住的按键，用空格分隔，最多 4 个按键。\n2. 若无需按键，输出 <|action_start|><|action_end|>。\n3. 只输出符合上述格式的纯字符串，不换行、不加引号。\n**按键命名规范**\n- Brotato游戏使用WASD控制移动：'W'（上）、'S'（下）、'A'（左）、'D'（右）。"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000126_f0_25299ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000127_f0_25499ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000128_f0_25699ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000129_f0_25899ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>D<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000130_f0_26099ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000131_f0_26299ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000132_f0_26499ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000133_f0_26699ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000134_f0_26899ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000135_f0_27099ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A W<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000136_f0_27299ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|><|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000137_f0_27499ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|><|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000138_f0_27699ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|><|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000139_f0_27899ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|><|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000140_f0_28099ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A<|action_end|>"
},
{
"role": "user",
"content": "[{\"type\": \"image\", \"image\": \"training_data/frames/game_session_20251224_104618/2025-12-24 10-46-19_seg000141_f0_28299ms.jpg\"}]"
},
{
"role": "assistant",
"content": "<|action_start|>A S<|action_end|>"
}
] |
{
"session_id": "game_session_20251224_104618",
"chunk_id": 7,
"num_segments": 16,
"num_turns": 12,
"original_num_turns": 164
}
|
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