Restore original six switch cases and keep new POV cases

switch_inference/README.md

@@ -1,9 +1,26 @@
 # switch_inference 数据格式说明
 
-本目录包含 2 条第一视角 prompt switch 推理数据，覆盖上一版 30 条 magic action 样本。每条样本由一张输入图像、一个相机动作轨迹和一份包含 switch 前后 prompt 的 JSON 文件组成。
+本目录包含 8 条第一视角 prompt switch 推理数据：原始数据中每个输入场景保留 1 条代表样本，共 6 条；再追加 2 条新设计样本。每条样本由一张输入图像、一个相机动作轨迹和一份包含 switch 前后 prompt 的 JSON 文件组成。
 
 ## 数据点
 
+### 原始 6 条
+
+原始 6 条按源数据每个 `scene_index` 的第一条 prompt-switch case 保留，来源为：
+
+`https://huggingface.co/datasets/Andyson/lingbot/tree/main/prompt-switch/2026-05-25_magic_prompt_switch_training_free_inputs`
+
+| case_id | 场景 | action_label |
+| --- | --- | --- |
+| `ps_00_act_demo0_npy_00` | 原始 scene 0 | `fireball` |
+| `ps_05_act_demo1_npy_05` | 原始 scene 1 | `fireball` |
+| `ps_10_act_demo2_npy_10` | 原始 scene 2 | `fireball` |
+| `ps_15_act_demo0_npy_15` | 原始 scene 3 | `fireball` |
+| `ps_20_act_demo1_npy_20` | 原始 scene 4 | `fireball` |
+| `ps_25_act_demo2_npy_25` | 原始 scene 5 | `fireball` |
+
+### 新增 2 条
+
 | case_id | 场景 | switch 前 | switch 后 |
 | --- | --- | --- | --- |
 | `custom_00_court_present_painting` | 欧洲风格宫廷大厅 | 第一视角在宫廷中行走 | 掏出画作并双手献上 |
@@ -13,10 +30,10 @@
 
 ```text
 switch_inference/
-  images/                 # 输入图像，共 2 张，均为 AI 生成后裁剪到 1280x704
-  actions/                # 每个 case 一条 camera trajectory，共 2 个 .npy
-  prompts/                # 每个 case 一份 prompt JSON，共 2 个
-  source_metadata/        # 图像生成 prompt、轨迹生成说明和构建摘要
+  images/                 # 输入图像，共 8 张
+  actions/                # 每个 case 一条 camera trajectory，共 8 个 .npy
+  prompts/                # 每个 case 一份 prompt JSON，共 8 个
+  source_metadata/        # 原始选择、图像生成 prompt、轨迹生成说明和构建摘要
   manifest.jsonl          # 逐行 JSON manifest，推荐程序读取
   manifest.csv            # CSV 版本 manifest，方便人工查看
   dataset_info.json       # 全局信息
@@ -45,7 +62,7 @@ switch_inference/
 ```json
 {
   "case_id": "custom_00_court_present_painting",
-  "image_path": "images/scene_00_court.png",
+  "image_path": "images/scene_06_court.png",
   "action_path": "actions/custom_00_court_present_painting_action.npy",
   "action_type": "camera_trajectory",
   "switch_frame": 160,
@@ -65,6 +82,7 @@ switch_inference/
 - `dtype`: `float32`
 - `shape`: `[321, 4, 4]`
 - 含义：每帧相机位姿矩阵；321 个 pose 对应 320 帧生成视频加初始 pose。
+- 原始 6 条：保留源数据对应的 camera trajectory。
 - 宫廷样本：前半段平稳向前行走，后半段放慢并轻微俯视/前倾，模拟取出并献上画作。
 - 海边样本：前半段向海边行走，后半段向前入水、下沉到近水面高度并带轻微游泳摆动。
 
@@ -72,8 +90,8 @@ switch_inference/
 
 ## 数据规模
 
-- case 数量：2
-- 输入图像：2
+- case 数量：8（原始 6 条 + 新增 2 条）
+- 输入图像：8
 - 图像尺寸：`1280 x 704`
 - 每条目标帧数：320
 - switch frame：160

switch_inference/actions/ps_00_act_demo0_npy_00_action.npy

@@ -0,0 +1,3 @@
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+size 20672

switch_inference/actions/ps_05_act_demo1_npy_05_action.npy

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+size 20672

switch_inference/actions/ps_10_act_demo2_npy_10_action.npy

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+oid sha256:7be42f840970cf32974ef9b079c81ade5a43aa1131b9299747b88ab350bfbe57
+size 20672

switch_inference/actions/ps_15_act_demo0_npy_15_action.npy

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+oid sha256:2e6418edbe57c810a5cb0675bfb1e9c84842ace86cd1bea5170129ae792e2266
+size 20672

switch_inference/actions/ps_20_act_demo1_npy_20_action.npy

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+version https://git-lfs.github.com/spec/v1
+oid sha256:d50223bd926539f53beb9aad94846eee5cc897faebff7fe1cfdaac865e487a33
+size 20672

switch_inference/actions/ps_25_act_demo2_npy_25_action.npy

@@ -0,0 +1,3 @@
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+oid sha256:91a06b24e1a29fc8cc73fe0ee4f7a58f62a25fa8e8887a701fffb23dbc00e3a2
+size 20672

switch_inference/dataset_info.json

@@ -1,8 +1,8 @@
 {
   "dataset_name": "switch_inference",
-  "created_at": "2026-06-02T10:55:31.438436+00:00",
-  "case_count": 2,
-  "scene_count": 2,
+  "created_at": "2026-06-02T17:05:29.994273+00:00",
+  "case_count": 8,
+  "scene_count": 8,
   "frames_per_video": 320,
   "switch_frame": 160,
   "image_size": [
@@ -11,6 +11,7 @@
   ],
   "perspective": "first-person POV",
   "action_distribution": {
+    "fireball": 6,
     "present_painting": 1,
     "swim_into_sea": 1
   },
@@ -23,5 +24,42 @@
       4
     ]
   },
-  "overwrite_note": "This two-case dataset intentionally overwrites the previous 30-case switch_inference upload."
+  "original_source_url": "https://huggingface.co/datasets/Andyson/lingbot/tree/main/prompt-switch/2026-05-25_magic_prompt_switch_training_free_inputs",
+  "original_cases": [
+    {
+      "case_id": "ps_00_act_demo0_npy_00",
+      "scene_index": 0,
+      "action_label": "fireball"
+    },
+    {
+      "case_id": "ps_05_act_demo1_npy_05",
+      "scene_index": 1,
+      "action_label": "fireball"
+    },
+    {
+      "case_id": "ps_10_act_demo2_npy_10",
+      "scene_index": 2,
+      "action_label": "fireball"
+    },
+    {
+      "case_id": "ps_15_act_demo0_npy_15",
+      "scene_index": 3,
+      "action_label": "fireball"
+    },
+    {
+      "case_id": "ps_20_act_demo1_npy_20",
+      "scene_index": 4,
+      "action_label": "fireball"
+    },
+    {
+      "case_id": "ps_25_act_demo2_npy_25",
+      "scene_index": 5,
+      "action_label": "fireball"
+    }
+  ],
+  "new_cases": [
+    "custom_00_court_present_painting",
+    "custom_01_seaside_jump_swim"
+  ],
+  "overwrite_note": "This eight-case dataset intentionally overwrites the previous two-case switch_inference upload."
 }

switch_inference/manifest.csv

@@ -1,3 +1,9 @@
 case_id,image_path,action_path,prompt_path,scene_index,action_label,switch_frame,seed,prompt_before_en,prompt_before_zh,prompt_after_en,prompt_after_zh,image_sha256,action_sha256,prompt_sha256
-custom_00_court_present_painting,images/scene_00_court.png,actions/custom_00_court_present_painting_action.npy,prompts/custom_00_court_present_painting.json,0,present_painting,160,2026060201,"I am walking calmly in first-person view through an elegant European royal court hall, with white gloved hands and embroidered sleeves visible, polished marble floor, gilded decor, chandeliers, velvet curtains, and a presentation area ahead. No object is presented yet.",我以第一人称视角在优雅的欧洲宫廷大厅中平静行走，画面下方可见白色手套和绣花袖口，前方有抛光大理石地面、镀金装饰、枝形吊灯、天鹅绒帘幕和献礼区域，此时还没有献上物品。,"Still in first-person view in the same court hall, I slow my steps, reach into a portfolio, pull out a framed painting, and present it forward with both hands toward the royal court, while the camera motion remains continuous.",仍在同一宫廷大厅的第一人称视角中，我放慢脚步，从画夹中取出一幅装裱画作，双手向前把画作献给宫廷，镜头运动保持连续。,a42bab7dd00b61e85dae3332c7fb439d5cfaac62306e526c0c33e317e53229b6,9b832826cbb2a7467b308fb1d68c07f39f03f4ee34ed0ee8ed3971e9bfe972d8,bd32231ae8f72f560d24f0d94b5b9d8d289fba9d6c08d5037f44de7e9b50b435
-custom_01_seaside_jump_swim,images/scene_01_seaside.png,actions/custom_01_seaside_jump_swim_action.npy,prompts/custom_01_seaside_jump_swim.json,1,swim_into_sea,160,2026060202,"I am walking calmly in first-person view along a rocky seaside path facing the open ocean, with my hands visible near the lower edge, clear blue water ahead, gentle waves, and a bright coastal horizon. I have not entered the water yet.",我以第一人称视角沿着海边岩石小路平静散步，面向开阔大海，画面下方可见双手，前方是清澈蓝色海水、轻柔海浪和明亮海岸线，此时还没有入水。,"Still in first-person view at the same seaside, I step forward, jump into the clear water, create a splash, then swim forward toward the open sea with my arms moving at the edges of the frame, while the shot stays continuous.",仍在同一海边的第一人称视角中，我向前迈步跳入清澈海水，激起水花，随后朝开阔大海向前游泳，画面边缘可见手臂划动，镜头保持连续。,18266fdd1804fddf097b45aac7e7d36727ff39befa4c82432fa92b2cad393c16,0d3853551281b4b01b88b121eddfef34c6a69cb591bda4a8aefa7a841131cf4f,81808155f57ccfdaedec2bd4605bf1d2922df06344eadd2685c7f31d94574ef2
+ps_00_act_demo0_npy_00,images/scene_00.png,actions/ps_00_act_demo0_npy_00_action.npy,prompts/ps_00_act_demo0_npy_00.json,0,fireball,160,20260525,"I am an alchemist in a warm stone laboratory, calmly moving in first-person view among glass vessels, brass instruments, and a wooden workbench, with my gloved hands and robe sleeves visible and no magical effects.",我是炼金术师，以第一人称视角在温暖的石质实验室中平静移动，周围有玻璃器皿、黄铜仪器和木质工作台，我的手套和长袍袖口可见，没有魔法特效。,"Still in first-person view in the same scene, I raise my hand forward and release a bright orange fireball, with swirling flames appearing in front of me while the camera motion remains continuous.",仍在同一场景的第一人称视角中，我向前抬手释放明亮的橙色火球，旋转火焰在我面前出现，镜头运动保持连续。,42b85769e55531cd24afb4551b0afef1f8be8ad9ecdcff8bcb40fb7e734cd115,6b116bc301551d199388c4b6388779045c16799df9fbdb2e73f093733345b50b,aa4d3e7f4e526b66fffcc4dd37e2b43e1d633ca4bb4ffec73f78aa0964b56e2c
+ps_05_act_demo1_npy_05,images/scene_01.png,actions/ps_05_act_demo1_npy_05_action.npy,prompts/ps_05_act_demo1_npy_05.json,1,fireball,160,20260530,"I am a witch inside a moonlit wooden hut, calmly moving in first-person view near an open spellbook, candles, hanging herbs, shelves of jars, and a crooked window, with my hands and sleeves visible and no magical effects.",我是女巫，以第一人称视角在月光照进的木屋中平静移动，身边有翻开的法术书、蜡烛、悬挂草药、罐子架和歪斜窗户，我的双手和袖口可见，没有魔法特效。,"Still in first-person view in the same scene, I raise my hand forward and release a bright orange fireball, with swirling flames appearing in front of me while the camera motion remains continuous.",仍在同一场景的第一人称视角中，我向前抬手释放明亮的橙色火球，旋转火焰在我面前出现，镜头运动保持连续。,a53d48f6b6ff06dbb2382c86c82ed9ab9212b5a0d5637e854ad6a8cf7c3b493e,648720c9c9d3eab6c6bd22055eaaef2586e37d4d2d26de5f6ad788a2621fd5ba,10d8a44f1c740b3810a5f3e5faab6358589fd4733b1f02e1fe1ec684fa176100
+ps_10_act_demo2_npy_10,images/scene_02.png,actions/ps_10_act_demo2_npy_10_action.npy,prompts/ps_10_act_demo2_npy_10.json,2,fireball,160,20260535,"I am a robed wizard walking calmly through a misty enchanted forest clearing in first-person view, holding a carved wooden staff at the edge of frame, with no magical effects.",我是披袍巫师，以第一人称视角平静穿过薄雾弥漫的魔法森林空地，画面边缘能看到我手持的雕刻木杖，没有魔法特效。,"Still in first-person view in the same scene, I raise my hand forward and release a bright orange fireball, with swirling flames appearing in front of me while the camera motion remains continuous.",仍在同一场景的第一人称视角中，我向前抬手释放明亮的橙色火球，旋转火焰在我面前出现，镜头运动保持连续。,d2cbf38ef05d74e7474457641ffb2337736346d7052bffccd04184a4c4cd7479,7be42f840970cf32974ef9b079c81ade5a43aa1131b9299747b88ab350bfbe57,b44c23250a6b0fd9c822b7b5bde22f78287055101bf77ef68715cbd574b0b66e
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+ps_20_act_demo1_npy_20,images/scene_04.png,actions/ps_20_act_demo1_npy_20_action.npy,prompts/ps_20_act_demo1_npy_20.json,4,fireball,160,20260545,"I am an apprentice sorcerer inside a circular tower library, calmly moving in first-person view near scrolls, bookshelves, an astrolabe, and tall arched windows, with my hands and robe sleeves visible and no magical effects.",我是术士学徒，以第一人称视角在圆形高塔图书馆中平静移动，附近有卷轴、书架、星盘和高拱窗，我的双手和长袍袖口可见，没有魔法特效。,"Still in first-person view in the same scene, I raise my hand forward and release a bright orange fireball, with swirling flames appearing in front of me while the camera motion remains continuous.",仍在同一场景的第一人称视角中，我向前抬手释放明亮的橙色火球，旋转火焰在我面前出现，镜头运动保持连续。,6fefce17fc8b5106b683a964f8177e4c093cd40b3c60880b8c1e67604b06455e,d50223bd926539f53beb9aad94846eee5cc897faebff7fe1cfdaac865e487a33,2d39209a96366208b1879826a07486b01104551543cc687c3b3bcf05f0a293b2
+ps_25_act_demo2_npy_25,images/scene_05.png,actions/ps_25_act_demo2_npy_25_action.npy,prompts/ps_25_act_demo2_npy_25.json,5,fireball,160,20260550,"I am a shaman at the edge of a snowy ritual clearing, calmly moving in first-person view with fur sleeves, gloved hands, and a carved wand visible, facing stone markers and pine trees with no magical effects.",我是萨满，以第一人称视角在积雪仪式空地边缘平静移动，前景可见毛皮袖口、手套和雕刻短杖，前方是石阵和松林，没有魔法特效。,"Still in first-person view in the same scene, I raise my hand forward and release a bright orange fireball, with swirling flames appearing in front of me while the camera motion remains continuous.",仍在同一场景的第一人称视角中，我向前抬手释放明亮的橙色火球，旋转火焰在我面前出现，镜头运动保持连续。,bf3fee1f032e2c22011151d0cf7010c74e4a53352e114bb4799a4c38cc287842,91a06b24e1a29fc8cc73fe0ee4f7a58f62a25fa8e8887a701fffb23dbc00e3a2,a174706d5104ba2f13f8c3e8331d6cc2d4029e4d34231f7dc1a14ec5b5f82702
+custom_00_court_present_painting,images/scene_06_court.png,actions/custom_00_court_present_painting_action.npy,prompts/custom_00_court_present_painting.json,6,present_painting,160,2026060201,"I am walking calmly in first-person view through an elegant European royal court hall, with white gloved hands and embroidered sleeves visible, polished marble floor, gilded decor, chandeliers, velvet curtains, and a presentation area ahead. No object is presented yet.",我以第一人称视角在优雅的欧洲宫廷大厅中平静行走，画面下方可见白色手套和绣花袖口，前方有抛光大理石地面、镀金装饰、枝形吊灯、天鹅绒帘幕和献礼区域，此时还没有献上物品。,"Still in first-person view in the same court hall, I slow my steps, reach into a portfolio, pull out a framed painting, and present it forward with both hands toward the royal court, while the camera motion remains continuous.",仍在同一宫廷大���的第一人称视角中，我放慢脚步，从画夹中取出一幅装裱画作，双手向前把画作献给宫廷，镜头运动保持连续。,a42bab7dd00b61e85dae3332c7fb439d5cfaac62306e526c0c33e317e53229b6,9b832826cbb2a7467b308fb1d68c07f39f03f4ee34ed0ee8ed3971e9bfe972d8,5cbd2f54eda435fa9ef1342e271e4e7dfcc4c807f8b532f4f0f838619cead74b
+custom_01_seaside_jump_swim,images/scene_07_seaside.png,actions/custom_01_seaside_jump_swim_action.npy,prompts/custom_01_seaside_jump_swim.json,7,swim_into_sea,160,2026060202,"I am walking calmly in first-person view along a rocky seaside path facing the open ocean, with my hands visible near the lower edge, clear blue water ahead, gentle waves, and a bright coastal horizon. I have not entered the water yet.",我以第一人称视角沿着海边岩石小路平静散步，面向开阔大海，画面下方可见双手，前方是清澈蓝色海水、轻柔海浪和明亮海岸线，此时还没有入水。,"Still in first-person view at the same seaside, I step forward, jump into the clear water, create a splash, then swim forward toward the open sea with my arms moving at the edges of the frame, while the shot stays continuous.",仍在同一海边的第一人称视角中，我向前迈步跳入清澈海水，激起水花，随后朝开阔大海向前游泳，画面边缘可见手臂划动，镜头保持连续。,18266fdd1804fddf097b45aac7e7d36727ff39befa4c82432fa92b2cad393c16,0d3853551281b4b01b88b121eddfef34c6a69cb591bda4a8aefa7a841131cf4f,dce21bb3b7508ce01c6ac569d54a7cd37419d9d3798aa7fbfc71ef79fa6120cc

switch_inference/manifest.jsonl

@@ -1,2 +1,8 @@
-{"case_id": "custom_00_court_present_painting", "image_path": "images/scene_00_court.png", "action_path": "actions/custom_00_court_present_painting_action.npy", "prompt_path": "prompts/custom_00_court_present_painting.json", "scene_index": 0, "action_label": "present_painting", "switch_frame": 160, "seed": 2026060201, "prompt_before_en": "I am walking calmly in first-person view through an elegant European royal court hall, with white gloved hands and embroidered sleeves visible, polished marble floor, gilded decor, chandeliers, velvet curtains, and a presentation area ahead. No object is presented yet.", "prompt_before_zh": "我以第一人称视角在优雅的欧洲宫廷大厅中平静行走，画面下方可见白色手套和绣花袖口，前方有抛光大理石地面、镀金装饰、枝形吊灯、天鹅绒帘幕和献礼区域，此时还没有献上物品。", "prompt_after_en": "Still in first-person view in the same court hall, I slow my steps, reach into a portfolio, pull out a framed painting, and present it forward with both hands toward the royal court, while the camera motion remains continuous.", "prompt_after_zh": "仍在同一宫廷大厅的第一人称视角中，我放慢脚步，从画夹中取出一幅装裱画作，双手向前把画作献给宫廷，镜头运动保持连续。", "image_sha256": "a42bab7dd00b61e85dae3332c7fb439d5cfaac62306e526c0c33e317e53229b6", "action_sha256": "9b832826cbb2a7467b308fb1d68c07f39f03f4ee34ed0ee8ed3971e9bfe972d8", "prompt_sha256": "bd32231ae8f72f560d24f0d94b5b9d8d289fba9d6c08d5037f44de7e9b50b435"}
-{"case_id": "custom_01_seaside_jump_swim", "image_path": "images/scene_01_seaside.png", "action_path": "actions/custom_01_seaside_jump_swim_action.npy", "prompt_path": "prompts/custom_01_seaside_jump_swim.json", "scene_index": 1, "action_label": "swim_into_sea", "switch_frame": 160, "seed": 2026060202, "prompt_before_en": "I am walking calmly in first-person view along a rocky seaside path facing the open ocean, with my hands visible near the lower edge, clear blue water ahead, gentle waves, and a bright coastal horizon. I have not entered the water yet.", "prompt_before_zh": "我以第一人称视角沿着海边岩石小路平静散步，面向开阔大海，画面下方可见双手，前方是清澈蓝色海水、轻柔海浪和明亮海岸线，此时还没有入水。", "prompt_after_en": "Still in first-person view at the same seaside, I step forward, jump into the clear water, create a splash, then swim forward toward the open sea with my arms moving at the edges of the frame, while the shot stays continuous.", "prompt_after_zh": "仍在同一海边的第一人称视角中，我向前迈步跳入清澈海水，激起水花，随后朝开阔大海向前游泳，画面边缘可见手臂划动，镜头保持连续。", "image_sha256": "18266fdd1804fddf097b45aac7e7d36727ff39befa4c82432fa92b2cad393c16", "action_sha256": "0d3853551281b4b01b88b121eddfef34c6a69cb591bda4a8aefa7a841131cf4f", "prompt_sha256": "81808155f57ccfdaedec2bd4605bf1d2922df06344eadd2685c7f31d94574ef2"}
+{"case_id": "ps_00_act_demo0_npy_00", "image_path": "images/scene_00.png", "action_path": "actions/ps_00_act_demo0_npy_00_action.npy", "prompt_path": "prompts/ps_00_act_demo0_npy_00.json", "scene_index": 0, "action_label": "fireball", "switch_frame": 160, "seed": 20260525, "prompt_before_en": "I am an alchemist in a warm stone laboratory, calmly moving in first-person view among glass vessels, brass instruments, and a wooden workbench, with my gloved hands and robe sleeves visible and no magical effects.", "prompt_before_zh": "我是炼金术师，以第一人称视角在温暖的石质实验室中平静移动，周围有玻璃器皿、黄铜仪器和木质工作台，我的手套和长袍袖口可见，没有魔法特效。", "prompt_after_en": "Still in first-person view in the same scene, I raise my hand forward and release a bright orange fireball, with swirling flames appearing in front of me while the camera motion remains continuous.", "prompt_after_zh": "仍在同一场景的第一人称视角中，我向前抬手释放明亮的橙色火球，旋转火焰在我面前出现，镜头运动保持连续。", "image_sha256": "42b85769e55531cd24afb4551b0afef1f8be8ad9ecdcff8bcb40fb7e734cd115", "action_sha256": "6b116bc301551d199388c4b6388779045c16799df9fbdb2e73f093733345b50b", "prompt_sha256": "aa4d3e7f4e526b66fffcc4dd37e2b43e1d633ca4bb4ffec73f78aa0964b56e2c"}
+{"case_id": "ps_05_act_demo1_npy_05", "image_path": "images/scene_01.png", "action_path": "actions/ps_05_act_demo1_npy_05_action.npy", "prompt_path": "prompts/ps_05_act_demo1_npy_05.json", "scene_index": 1, "action_label": "fireball", "switch_frame": 160, "seed": 20260530, "prompt_before_en": "I am a witch inside a moonlit wooden hut, calmly moving in first-person view near an open spellbook, candles, hanging herbs, shelves of jars, and a crooked window, with my hands and sleeves visible and no magical effects.", "prompt_before_zh": "我是女巫，以第一人称视角在月光照进的木屋中平静移动，身边有翻开的法���书、蜡烛、悬挂草药、罐子架和歪斜窗户，我的双手和袖口可见，没有魔法特效。", "prompt_after_en": "Still in first-person view in the same scene, I raise my hand forward and release a bright orange fireball, with swirling flames appearing in front of me while the camera motion remains continuous.", "prompt_after_zh": "仍在同一场景的第一人称视角中，我向前抬手释放明亮的橙色火球，旋转火焰在我面前出现，镜头运动保持连续。", "image_sha256": "a53d48f6b6ff06dbb2382c86c82ed9ab9212b5a0d5637e854ad6a8cf7c3b493e", "action_sha256": "648720c9c9d3eab6c6bd22055eaaef2586e37d4d2d26de5f6ad788a2621fd5ba", "prompt_sha256": "10d8a44f1c740b3810a5f3e5faab6358589fd4733b1f02e1fe1ec684fa176100"}
+{"case_id": "ps_10_act_demo2_npy_10", "image_path": "images/scene_02.png", "action_path": "actions/ps_10_act_demo2_npy_10_action.npy", "prompt_path": "prompts/ps_10_act_demo2_npy_10.json", "scene_index": 2, "action_label": "fireball", "switch_frame": 160, "seed": 20260535, "prompt_before_en": "I am a robed wizard walking calmly through a misty enchanted forest clearing in first-person view, holding a carved wooden staff at the edge of frame, with no magical effects.", "prompt_before_zh": "我是披袍巫师，以第一人称视角平静穿过薄雾弥漫的魔法森林空地，画面边缘能看到我手持的雕刻木杖，没有魔法特效。", "prompt_after_en": "Still in first-person view in the same scene, I raise my hand forward and release a bright orange fireball, with swirling flames appearing in front of me while the camera motion remains continuous.", "prompt_after_zh": "仍在同一场景的第一人称视角中，我向前抬手释放明亮的橙色火球，旋转火焰在我面前出现，镜头运动保持连续。", "image_sha256": "d2cbf38ef05d74e7474457641ffb2337736346d7052bffccd04184a4c4cd7479", "action_sha256": "7be42f840970cf32974ef9b079c81ade5a43aa1131b9299747b88ab350bfbe57", "prompt_sha256": "b44c23250a6b0fd9c822b7b5bde22f78287055101bf77ef68715cbd574b0b66e"}
+{"case_id": "ps_15_act_demo0_npy_15", "image_path": "images/scene_03.png", "action_path": "actions/ps_15_act_demo0_npy_15_action.npy", "prompt_path": "prompts/ps_15_act_demo0_npy_15.json", "scene_index": 3, "action_label": "fireball", "switch_frame": 160, "seed": 20260540, "prompt_before_en": "I am a battle mage calmly walking along castle battlements at dusk in first-person view, holding a staff near the lower-right foreground while the valley and mountains stay ahead, with no magical effects.", "prompt_before_zh": "我是战斗法师，以第一人称视角在黄昏的城堡雉堞上平静行走，右下前景能看到我握着法杖，山谷和远山在前方，没有魔法特效。", "prompt_after_en": "Still in first-person view in the same scene, I raise my hand forward and release a bright orange fireball, with swirling flames appearing in front of me while the camera motion remains continuous.", "prompt_after_zh": "仍在同一场景的第一人称视角中，我向前抬手释放明亮的橙色火球，旋转火焰在我面前出现，镜头运动保持连续。", "image_sha256": "4f8fcc97d8c48754c3f7c4f0dc85815321cdc52daba1b85dcf2db9a59701cef4", "action_sha256": "2e6418edbe57c810a5cb0675bfb1e9c84842ace86cd1bea5170129ae792e2266", "prompt_sha256": "44a476a9c50b02e22d062acf923f5ec511c1abb7339cc71e0f3a3ed55bfeeb3b"}
+{"case_id": "ps_20_act_demo1_npy_20", "image_path": "images/scene_04.png", "action_path": "actions/ps_20_act_demo1_npy_20_action.npy", "prompt_path": "prompts/ps_20_act_demo1_npy_20.json", "scene_index": 4, "action_label": "fireball", "switch_frame": 160, "seed": 20260545, "prompt_before_en": "I am an apprentice sorcerer inside a circular tower library, calmly moving in first-person view near scrolls, bookshelves, an astrolabe, and tall arched windows, with my hands and robe sleeves visible and no magical effects.", "prompt_before_zh": "我是术士学徒，以第一人称视角在圆形高塔图书馆中平静移动，附近有卷轴、书架、星盘和高拱窗，我的双手和长袍袖口可见，没有魔法特效。", "prompt_after_en": "Still in first-person view in the same scene, I raise my hand forward and release a bright orange fireball, with swirling flames appearing in front of me while the camera motion remains continuous.", "prompt_after_zh": "仍在同一场景的第一人称视角中，我向前抬手释放明亮的橙色火球，旋转火焰在我面前出现，镜头运动保持连续。", "image_sha256": "6fefce17fc8b5106b683a964f8177e4c093cd40b3c60880b8c1e67604b06455e", "action_sha256": "d50223bd926539f53beb9aad94846eee5cc897faebff7fe1cfdaac865e487a33", "prompt_sha256": "2d39209a96366208b1879826a07486b01104551543cc687c3b3bcf05f0a293b2"}
+{"case_id": "ps_25_act_demo2_npy_25", "image_path": "images/scene_05.png", "action_path": "actions/ps_25_act_demo2_npy_25_action.npy", "prompt_path": "prompts/ps_25_act_demo2_npy_25.json", "scene_index": 5, "action_label": "fireball", "switch_frame": 160, "seed": 20260550, "prompt_before_en": "I am a shaman at the edge of a snowy ritual clearing, calmly moving in first-person view with fur sleeves, gloved hands, and a carved wand visible, facing stone markers and pine trees with no magical effects.", "prompt_before_zh": "我是萨满，以第一人称视角在积雪仪式空地边缘平静移动，前景可见毛皮袖口、手套和雕刻短杖，前方是石阵和松林，没有魔法特效。", "prompt_after_en": "Still in first-person view in the same scene, I raise my hand forward and release a bright orange fireball, with swirling flames appearing in front of me while the camera motion remains continuous.", "prompt_after_zh": "仍在同一场景的第一人称视角中，我向前抬手释放明亮的橙色火球，旋转火焰在我面前出现，镜头运动保持连续。", "image_sha256": "bf3fee1f032e2c22011151d0cf7010c74e4a53352e114bb4799a4c38cc287842", "action_sha256": "91a06b24e1a29fc8cc73fe0ee4f7a58f62a25fa8e8887a701fffb23dbc00e3a2", "prompt_sha256": "a174706d5104ba2f13f8c3e8331d6cc2d4029e4d34231f7dc1a14ec5b5f82702"}
+{"case_id": "custom_00_court_present_painting", "image_path": "images/scene_06_court.png", "action_path": "actions/custom_00_court_present_painting_action.npy", "prompt_path": "prompts/custom_00_court_present_painting.json", "scene_index": 6, "action_label": "present_painting", "switch_frame": 160, "seed": 2026060201, "prompt_before_en": "I am walking calmly in first-person view through an elegant European royal court hall, with white gloved hands and embroidered sleeves visible, polished marble floor, gilded decor, chandeliers, velvet curtains, and a presentation area ahead. No object is presented yet.", "prompt_before_zh": "我以第一人称视角在优雅的欧洲宫廷大厅中平静行走，画面下方可见白色手套和绣花袖口，前方有抛光大理石地面、镀金装饰、枝形吊灯、天鹅绒帘幕和献礼区域，此时还没有献上物品。", "prompt_after_en": "Still in first-person view in the same court hall, I slow my steps, reach into a portfolio, pull out a framed painting, and present it forward with both hands toward the royal court, while the camera motion remains continuous.", "prompt_after_zh": "仍在同一宫廷大厅的第一人称视角中，我放慢脚步，从画夹中取出一幅装裱画作，双手向前把画作献给宫廷，镜头运动保持连续。", "image_sha256": "a42bab7dd00b61e85dae3332c7fb439d5cfaac62306e526c0c33e317e53229b6", "action_sha256": "9b832826cbb2a7467b308fb1d68c07f39f03f4ee34ed0ee8ed3971e9bfe972d8", "prompt_sha256": "5cbd2f54eda435fa9ef1342e271e4e7dfcc4c807f8b532f4f0f838619cead74b"}
+{"case_id": "custom_01_seaside_jump_swim", "image_path": "images/scene_07_seaside.png", "action_path": "actions/custom_01_seaside_jump_swim_action.npy", "prompt_path": "prompts/custom_01_seaside_jump_swim.json", "scene_index": 7, "action_label": "swim_into_sea", "switch_frame": 160, "seed": 2026060202, "prompt_before_en": "I am walking calmly in first-person view along a rocky seaside path facing the open ocean, with my hands visible near the lower edge, clear blue water ahead, gentle waves, and a bright coastal horizon. I have not entered the water yet.", "prompt_before_zh": "我以第一人称视角沿着海边岩石小路平静散步，面向开阔大海，画面下方可见双手，前方是清澈蓝色海水、轻柔海浪和明亮海岸线，此时还没有入水。", "prompt_after_en": "Still in first-person view at the same seaside, I step forward, jump into the clear water, create a splash, then swim forward toward the open sea with my arms moving at the edges of the frame, while the shot stays continuous.", "prompt_after_zh": "仍在同一海边的第一人称视角中，我向前迈步跳入清澈海水，激起水花，随后朝开阔大海向前游泳，画面边缘可见手臂划动，镜头保持连续。", "image_sha256": "18266fdd1804fddf097b45aac7e7d36727ff39befa4c82432fa92b2cad393c16", "action_sha256": "0d3853551281b4b01b88b121eddfef34c6a69cb591bda4a8aefa7a841131cf4f", "prompt_sha256": "dce21bb3b7508ce01c6ac569d54a7cd37419d9d3798aa7fbfc71ef79fa6120cc"}

switch_inference/prompts/custom_00_court_present_painting.json

@@ -1,10 +1,10 @@
 {
   "case_id": "custom_00_court_present_painting",
-  "scene_index": 0,
+  "scene_index": 6,
   "action_label": "present_painting",
   "seed": 2026060201,
   "switch_frame": 160,
-  "image_path": "images/scene_00_court.png",
+  "image_path": "images/scene_06_court.png",
   "action_path": "actions/custom_00_court_present_painting_action.npy",
   "action_type": "camera_trajectory",
   "action_format": {

switch_inference/prompts/custom_01_seaside_jump_swim.json

@@ -1,10 +1,10 @@
 {
   "case_id": "custom_01_seaside_jump_swim",
-  "scene_index": 1,
+  "scene_index": 7,
   "action_label": "swim_into_sea",
   "seed": 2026060202,
   "switch_frame": 160,
-  "image_path": "images/scene_01_seaside.png",
+  "image_path": "images/scene_07_seaside.png",
   "action_path": "actions/custom_01_seaside_jump_swim_action.npy",
   "action_type": "camera_trajectory",
   "action_format": {

switch_inference/prompts/ps_00_act_demo0_npy_00.json

@@ -0,0 +1,45 @@
+{
+  "case_id": "ps_00_act_demo0_npy_00",
+  "scene_index": 0,
+  "action_label": "fireball",
+  "seed": 20260525,
+  "switch_frame": 160,
+  "image_path": "images/scene_00.png",
+  "action_path": "actions/ps_00_act_demo0_npy_00_action.npy",
+  "action_type": "camera_trajectory",
+  "action_format": {
+    "file_format": "npy",
+    "dtype": "float32",
+    "shape": [
+      321,
+      4,
+      4
+    ],
+    "description": "Original source camera trajectory. The 321 poses correspond to 320 generated frames plus the initial pose."
+  },
+  "prompt_before": {
+    "en": "I am an alchemist in a warm stone laboratory, calmly moving in first-person view among glass vessels, brass instruments, and a wooden workbench, with my gloved hands and robe sleeves visible and no magical effects.",
+    "zh": "我是炼金术师，以第一人称视角在温暖的石质实验室中平静移动，周围有玻璃器皿、黄铜仪器和木质工作台，我的手套和长袍袖口可见，没有魔法特效。"
+  },
+  "prompt_after": {
+    "en": "Still in first-person view in the same scene, I raise my hand forward and release a bright orange fireball, with swirling flames appearing in front of me while the camera motion remains continuous.",
+    "zh": "仍在同一场景的第一人称视角中，我向前抬手释放明亮的橙色火球，旋转火焰在我面前出现，镜头运动保持连续。"
+  },
+  "prompt_schedule": [
+    {
+      "frame_start": 0,
+      "frame_end": 159,
+      "prompt_key": "prompt_before"
+    },
+    {
+      "frame_start": 160,
+      "frame_end": 319,
+      "prompt_key": "prompt_after"
+    }
+  ],
+  "source": {
+    "image_source": "https://huggingface.co/datasets/Andyson/lingbot/tree/main/prompt-switch/2026-05-25_magic_prompt_switch_training_free_inputs",
+    "trajectory_source": "https://huggingface.co/datasets/Andyson/lingbot/tree/main/prompt-switch/2026-05-25_magic_prompt_switch_training_free_inputs",
+    "selection_note": "Kept as one representative original data point for this source scene."
+  }
+}

switch_inference/prompts/ps_05_act_demo1_npy_05.json

@@ -0,0 +1,45 @@
+{
+  "case_id": "ps_05_act_demo1_npy_05",
+  "scene_index": 1,
+  "action_label": "fireball",
+  "seed": 20260530,
+  "switch_frame": 160,
+  "image_path": "images/scene_01.png",
+  "action_path": "actions/ps_05_act_demo1_npy_05_action.npy",
+  "action_type": "camera_trajectory",
+  "action_format": {
+    "file_format": "npy",
+    "dtype": "float32",
+    "shape": [
+      321,
+      4,
+      4
+    ],
+    "description": "Original source camera trajectory. The 321 poses correspond to 320 generated frames plus the initial pose."
+  },
+  "prompt_before": {
+    "en": "I am a witch inside a moonlit wooden hut, calmly moving in first-person view near an open spellbook, candles, hanging herbs, shelves of jars, and a crooked window, with my hands and sleeves visible and no magical effects.",
+    "zh": "我是女巫，以第一人称视角在月光照进的木屋中平静移动，身边有翻开的法术书、蜡烛、悬挂草药、罐子架和歪斜窗户，我的双手和袖口可见，没有魔法特效。"
+  },
+  "prompt_after": {
+    "en": "Still in first-person view in the same scene, I raise my hand forward and release a bright orange fireball, with swirling flames appearing in front of me while the camera motion remains continuous.",
+    "zh": "仍在同一场景的第一人称视角中，我向前抬手释放明亮的橙色火球，旋转火焰在我面前出现，镜头运动保持连续。"
+  },
+  "prompt_schedule": [
+    {
+      "frame_start": 0,
+      "frame_end": 159,
+      "prompt_key": "prompt_before"
+    },
+    {
+      "frame_start": 160,
+      "frame_end": 319,
+      "prompt_key": "prompt_after"
+    }
+  ],
+  "source": {
+    "image_source": "https://huggingface.co/datasets/Andyson/lingbot/tree/main/prompt-switch/2026-05-25_magic_prompt_switch_training_free_inputs",
+    "trajectory_source": "https://huggingface.co/datasets/Andyson/lingbot/tree/main/prompt-switch/2026-05-25_magic_prompt_switch_training_free_inputs",
+    "selection_note": "Kept as one representative original data point for this source scene."
+  }
+}

switch_inference/prompts/ps_10_act_demo2_npy_10.json

@@ -0,0 +1,45 @@
+{
+  "case_id": "ps_10_act_demo2_npy_10",
+  "scene_index": 2,
+  "action_label": "fireball",
+  "seed": 20260535,
+  "switch_frame": 160,
+  "image_path": "images/scene_02.png",
+  "action_path": "actions/ps_10_act_demo2_npy_10_action.npy",
+  "action_type": "camera_trajectory",
+  "action_format": {
+    "file_format": "npy",
+    "dtype": "float32",
+    "shape": [
+      321,
+      4,
+      4
+    ],
+    "description": "Original source camera trajectory. The 321 poses correspond to 320 generated frames plus the initial pose."
+  },
+  "prompt_before": {
+    "en": "I am a robed wizard walking calmly through a misty enchanted forest clearing in first-person view, holding a carved wooden staff at the edge of frame, with no magical effects.",
+    "zh": "我是披袍巫师，以第一人称视角平静穿过薄雾弥漫的魔法森林空地，画面边缘能看到我手持的雕刻木杖，没有魔法特效。"
+  },
+  "prompt_after": {
+    "en": "Still in first-person view in the same scene, I raise my hand forward and release a bright orange fireball, with swirling flames appearing in front of me while the camera motion remains continuous.",
+    "zh": "仍在同一场景的第一人称视角中，我向前抬手释放明亮的橙色火球，旋转火焰在我面前出现，镜头运动保持连续。"
+  },
+  "prompt_schedule": [
+    {
+      "frame_start": 0,
+      "frame_end": 159,
+      "prompt_key": "prompt_before"
+    },
+    {
+      "frame_start": 160,
+      "frame_end": 319,
+      "prompt_key": "prompt_after"
+    }
+  ],
+  "source": {
+    "image_source": "https://huggingface.co/datasets/Andyson/lingbot/tree/main/prompt-switch/2026-05-25_magic_prompt_switch_training_free_inputs",
+    "trajectory_source": "https://huggingface.co/datasets/Andyson/lingbot/tree/main/prompt-switch/2026-05-25_magic_prompt_switch_training_free_inputs",
+    "selection_note": "Kept as one representative original data point for this source scene."
+  }
+}

switch_inference/prompts/ps_15_act_demo0_npy_15.json

@@ -0,0 +1,45 @@
+{
+  "case_id": "ps_15_act_demo0_npy_15",
+  "scene_index": 3,
+  "action_label": "fireball",
+  "seed": 20260540,
+  "switch_frame": 160,
+  "image_path": "images/scene_03.png",
+  "action_path": "actions/ps_15_act_demo0_npy_15_action.npy",
+  "action_type": "camera_trajectory",
+  "action_format": {
+    "file_format": "npy",
+    "dtype": "float32",
+    "shape": [
+      321,
+      4,
+      4
+    ],
+    "description": "Original source camera trajectory. The 321 poses correspond to 320 generated frames plus the initial pose."
+  },
+  "prompt_before": {
+    "en": "I am a battle mage calmly walking along castle battlements at dusk in first-person view, holding a staff near the lower-right foreground while the valley and mountains stay ahead, with no magical effects.",
+    "zh": "我是战斗法师，以第一人称视角在黄昏的城堡雉堞上平静行走，右下前景能看到我握着法杖，山谷和远山在前方，没有魔法特效。"
+  },
+  "prompt_after": {
+    "en": "Still in first-person view in the same scene, I raise my hand forward and release a bright orange fireball, with swirling flames appearing in front of me while the camera motion remains continuous.",
+    "zh": "仍在同一场景的第一人称视角中，我向前抬手释放明亮的橙色火球，旋转火焰在我面前出现，镜头运动保持连续。"
+  },
+  "prompt_schedule": [
+    {
+      "frame_start": 0,
+      "frame_end": 159,
+      "prompt_key": "prompt_before"
+    },
+    {
+      "frame_start": 160,
+      "frame_end": 319,
+      "prompt_key": "prompt_after"
+    }
+  ],
+  "source": {
+    "image_source": "https://huggingface.co/datasets/Andyson/lingbot/tree/main/prompt-switch/2026-05-25_magic_prompt_switch_training_free_inputs",
+    "trajectory_source": "https://huggingface.co/datasets/Andyson/lingbot/tree/main/prompt-switch/2026-05-25_magic_prompt_switch_training_free_inputs",
+    "selection_note": "Kept as one representative original data point for this source scene."
+  }
+}

switch_inference/prompts/ps_20_act_demo1_npy_20.json

@@ -0,0 +1,45 @@
+{
+  "case_id": "ps_20_act_demo1_npy_20",
+  "scene_index": 4,
+  "action_label": "fireball",
+  "seed": 20260545,
+  "switch_frame": 160,
+  "image_path": "images/scene_04.png",
+  "action_path": "actions/ps_20_act_demo1_npy_20_action.npy",
+  "action_type": "camera_trajectory",
+  "action_format": {
+    "file_format": "npy",
+    "dtype": "float32",
+    "shape": [
+      321,
+      4,
+      4
+    ],
+    "description": "Original source camera trajectory. The 321 poses correspond to 320 generated frames plus the initial pose."
+  },
+  "prompt_before": {
+    "en": "I am an apprentice sorcerer inside a circular tower library, calmly moving in first-person view near scrolls, bookshelves, an astrolabe, and tall arched windows, with my hands and robe sleeves visible and no magical effects.",
+    "zh": "我是术士学徒，以第一人称视角在圆形高塔图书馆中平静移动，附近有卷轴、书架、星盘和高拱窗，我的双手和长袍袖口可见，没有魔法特效。"
+  },
+  "prompt_after": {
+    "en": "Still in first-person view in the same scene, I raise my hand forward and release a bright orange fireball, with swirling flames appearing in front of me while the camera motion remains continuous.",
+    "zh": "仍在同一场景的第一人称视角中，我向前抬手释放明亮的橙色火球，旋转火焰在我面前出现，镜头运动保持连续。"
+  },
+  "prompt_schedule": [
+    {
+      "frame_start": 0,
+      "frame_end": 159,
+      "prompt_key": "prompt_before"
+    },
+    {
+      "frame_start": 160,
+      "frame_end": 319,
+      "prompt_key": "prompt_after"
+    }
+  ],
+  "source": {
+    "image_source": "https://huggingface.co/datasets/Andyson/lingbot/tree/main/prompt-switch/2026-05-25_magic_prompt_switch_training_free_inputs",
+    "trajectory_source": "https://huggingface.co/datasets/Andyson/lingbot/tree/main/prompt-switch/2026-05-25_magic_prompt_switch_training_free_inputs",
+    "selection_note": "Kept as one representative original data point for this source scene."
+  }
+}

switch_inference/prompts/ps_25_act_demo2_npy_25.json

@@ -0,0 +1,45 @@
+{
+  "case_id": "ps_25_act_demo2_npy_25",
+  "scene_index": 5,
+  "action_label": "fireball",
+  "seed": 20260550,
+  "switch_frame": 160,
+  "image_path": "images/scene_05.png",
+  "action_path": "actions/ps_25_act_demo2_npy_25_action.npy",
+  "action_type": "camera_trajectory",
+  "action_format": {
+    "file_format": "npy",
+    "dtype": "float32",
+    "shape": [
+      321,
+      4,
+      4
+    ],
+    "description": "Original source camera trajectory. The 321 poses correspond to 320 generated frames plus the initial pose."
+  },
+  "prompt_before": {
+    "en": "I am a shaman at the edge of a snowy ritual clearing, calmly moving in first-person view with fur sleeves, gloved hands, and a carved wand visible, facing stone markers and pine trees with no magical effects.",
+    "zh": "我是萨满，以第一人称视角在积雪仪式空地边缘平静移动，前景可见毛皮袖口、手套和雕刻短杖，前方是石阵和松林，没有魔法特效。"
+  },
+  "prompt_after": {
+    "en": "Still in first-person view in the same scene, I raise my hand forward and release a bright orange fireball, with swirling flames appearing in front of me while the camera motion remains continuous.",
+    "zh": "仍在同一场景的第一人称视角中，我向前抬手释放明亮的橙色火球，旋转火焰在我面前出现，镜头运动保持连续。"
+  },
+  "prompt_schedule": [
+    {
+      "frame_start": 0,
+      "frame_end": 159,
+      "prompt_key": "prompt_before"
+    },
+    {
+      "frame_start": 160,
+      "frame_end": 319,
+      "prompt_key": "prompt_after"
+    }
+  ],
+  "source": {
+    "image_source": "https://huggingface.co/datasets/Andyson/lingbot/tree/main/prompt-switch/2026-05-25_magic_prompt_switch_training_free_inputs",
+    "trajectory_source": "https://huggingface.co/datasets/Andyson/lingbot/tree/main/prompt-switch/2026-05-25_magic_prompt_switch_training_free_inputs",
+    "selection_note": "Kept as one representative original data point for this source scene."
+  }
+}

switch_inference/source_metadata/generated_cases.json

@@ -1,5 +1,14 @@
 {
-  "created_at": "2026-06-02T10:55:31.438436+00:00",
+  "created_at": "2026-06-02T17:05:29.994273+00:00",
+  "original_source_url": "https://huggingface.co/datasets/Andyson/lingbot/tree/main/prompt-switch/2026-05-25_magic_prompt_switch_training_free_inputs",
+  "original_case_selection": [
+    "ps_00_act_demo0_npy_00",
+    "ps_05_act_demo1_npy_05",
+    "ps_10_act_demo2_npy_10",
+    "ps_15_act_demo0_npy_15",
+    "ps_20_act_demo1_npy_20",
+    "ps_25_act_demo2_npy_25"
+  ],
   "image_mode": "OpenAI built-in image generation",
   "trajectory_mode": "procedural first-person camera paths",
   "image_sources": {
@@ -9,7 +18,7 @@
         1690,
         931
       ],
-      "resized_image_path": "images/scene_00_court.png",
+      "resized_image_path": "images/scene_06_court.png",
       "resized_image_size": [
         1280,
         704
@@ -22,7 +31,7 @@
         1691,
         930
       ],
-      "resized_image_path": "images/scene_01_seaside.png",
+      "resized_image_path": "images/scene_07_seaside.png",
       "resized_image_size": [
         1280,
         704
@@ -31,6 +40,54 @@
     }
   },
   "cases": [
+    {
+      "case_id": "ps_00_act_demo0_npy_00",
+      "action_label": "fireball",
+      "prompt_before_en": "I am an alchemist in a warm stone laboratory, calmly moving in first-person view among glass vessels, brass instruments, and a wooden workbench, with my gloved hands and robe sleeves visible and no magical effects.",
+      "prompt_before_zh": "我是炼金术师，以第一人称视角在温暖的石质实验室中平静移动，周围有玻璃器皿、黄铜仪器和木质工作台，我的手套和长袍袖口可见，没有魔法特效。",
+      "prompt_after_en": "Still in first-person view in the same scene, I raise my hand forward and release a bright orange fireball, with swirling flames appearing in front of me while the camera motion remains continuous.",
+      "prompt_after_zh": "仍在同一场景的第一人称视角中，我向前抬手释放明亮的橙色火球，旋转火焰在我面前出现，镜头运动保持连续。"
+    },
+    {
+      "case_id": "ps_05_act_demo1_npy_05",
+      "action_label": "fireball",
+      "prompt_before_en": "I am a witch inside a moonlit wooden hut, calmly moving in first-person view near an open spellbook, candles, hanging herbs, shelves of jars, and a crooked window, with my hands and sleeves visible and no magical effects.",
+      "prompt_before_zh": "我是女巫，以第一人称视角在月光照进的木屋中平静移动，身边有翻开的法术书、蜡烛、悬挂草药、罐子架和歪斜窗户，我的双手和袖口可见，没有魔法特效。",
+      "prompt_after_en": "Still in first-person view in the same scene, I raise my hand forward and release a bright orange fireball, with swirling flames appearing in front of me while the camera motion remains continuous.",
+      "prompt_after_zh": "仍在同一场景的第一人称视角中，我向前抬手释放明亮的橙色火球，旋转火焰在我面前出现，镜头运动保持连续。"
+    },
+    {
+      "case_id": "ps_10_act_demo2_npy_10",
+      "action_label": "fireball",
+      "prompt_before_en": "I am a robed wizard walking calmly through a misty enchanted forest clearing in first-person view, holding a carved wooden staff at the edge of frame, with no magical effects.",
+      "prompt_before_zh": "我是披袍巫师，以第一人称视角平静穿过薄雾弥漫的魔法森林空地，画面边缘能看到我手持的雕刻木杖，没有魔法特效。",
+      "prompt_after_en": "Still in first-person view in the same scene, I raise my hand forward and release a bright orange fireball, with swirling flames appearing in front of me while the camera motion remains continuous.",
+      "prompt_after_zh": "仍在同一场景的第一人称视角中，我向前抬手释放明亮的橙色火球，旋转火焰在我面前出现，镜头运动保持连续。"
+    },
+    {
+      "case_id": "ps_15_act_demo0_npy_15",
+      "action_label": "fireball",
+      "prompt_before_en": "I am a battle mage calmly walking along castle battlements at dusk in first-person view, holding a staff near the lower-right foreground while the valley and mountains stay ahead, with no magical effects.",
+      "prompt_before_zh": "我是战斗法师，以第一人称视角在黄昏的城堡雉堞上平静行走，右下前景能看到我握着法杖，山谷和远山在前方，没有魔法特效。",
+      "prompt_after_en": "Still in first-person view in the same scene, I raise my hand forward and release a bright orange fireball, with swirling flames appearing in front of me while the camera motion remains continuous.",
+      "prompt_after_zh": "仍在同一场景的第一人称视角中，我向前抬手释放明亮的橙色火球，旋转火焰在我面前出现，镜头运动保持连续。"
+    },
+    {
+      "case_id": "ps_20_act_demo1_npy_20",
+      "action_label": "fireball",
+      "prompt_before_en": "I am an apprentice sorcerer inside a circular tower library, calmly moving in first-person view near scrolls, bookshelves, an astrolabe, and tall arched windows, with my hands and robe sleeves visible and no magical effects.",
+      "prompt_before_zh": "我是术士学徒，以第一人称视角在圆形高塔图书馆中平静移动，附近有卷轴、书架、星盘和高拱窗，我的双手和长袍袖口可见，没有魔法特效。",
+      "prompt_after_en": "Still in first-person view in the same scene, I raise my hand forward and release a bright orange fireball, with swirling flames appearing in front of me while the camera motion remains continuous.",
+      "prompt_after_zh": "仍在同一场景的第一人称视角中，我向前抬手释放明亮的橙色火球，旋转火焰在我面前出现，镜头运动保持连续。"
+    },
+    {
+      "case_id": "ps_25_act_demo2_npy_25",
+      "action_label": "fireball",
+      "prompt_before_en": "I am a shaman at the edge of a snowy ritual clearing, calmly moving in first-person view with fur sleeves, gloved hands, and a carved wand visible, facing stone markers and pine trees with no magical effects.",
+      "prompt_before_zh": "我是萨满，以第一人称视角在积雪仪式空地边缘平静移动，前景可见毛皮袖口、手套和雕刻短杖，前方是石阵和松林，没有魔法特效。",
+      "prompt_after_en": "Still in first-person view in the same scene, I raise my hand forward and release a bright orange fireball, with swirling flames appearing in front of me while the camera motion remains continuous.",
+      "prompt_after_zh": "仍在同一场景的第一人称视角中，我向前抬手释放明亮的橙色火球，旋转火焰在我面前出现，镜头运动保持连续。"
+    },
     {
       "case_id": "custom_00_court_present_painting",
       "action_label": "present_painting",