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+{
+  "game_id": "ALE/Riverraid-v5",
+  "name": "level1_state4",
+  "created_at": "2026-04-20T20:26:16",
+  "temperature": 0.7,
+  "max_tokens": 50000,
+  "video_description": "",
+  "game_rules": "Objective: Destroy enemies.\nColliding with the river bank and the bridge will also gameover.\nShooting has a cooldown time, so shooting is not guaranteed to respond every action.",
+  "action_mode": "natural_language",
+  "frame_source": "subbed_nl",
+  "frame_window": 0,
+  "hide_reward": true,
+  "video_mode": true,
+  "game_settings": {
+    "cfg-seed": "43",
+    "cfg-repeat": "2",
+    "cfg-noop-fill": false,
+    "cfg-action-repeat": "1",
+    "cfg-max-steps": "50",
+    "cfg-frameskip": "4",
+    "cfg-auto-respawn": false,
+    "cfg-initial-lives": "",
+    "cfg-end-on-life-loss": true,
+    "cfg-skip-initial-steps": "20",
+    "cfg-action-set": "full",
+    "cfg-initial-ram": "61=1\n57=4",
+    "cfg-mode": "",
+    "cfg-difficulty": "",
+    "cfg-paddle-width": "20",
+    "cfg-ball-speed": "2.0",
+    "cfg-brick-rows": "6",
+    "cfg-brick-cols": "10",
+    "cfg-brick-offset": "10",
+    "cfg-launch-angle-mode": "random",
+    "cfg-cb-frameskip": "4",
+    "cfg-cb-lives": "5",
+    "cfg-cb-end-on-life-loss": false,
+    "cfg-cb-skip-initial-steps": "",
+    "cfg-partial-obs": true,
+    "cfg-slippery": false,
+    "cfg-lc-size": "11",
+    "cfg-lc-crossings": "5",
+    "cfg-mr-grid-size": "25",
+    "cfg-mr-rooms": "6",
+    "cfg-mr-room-size": "10",
+    "cfg-up-room-size": "6",
+    "cfg-up-rows": "1",
+    "cfg-up-cols": "2",
+    "cfg-lanes-count": "4",
+    "cfg-vehicles-density": "2"
+  },
+  "context_items": [
+    {
+      "label": "[Human] Riverraid-v5_example2 (64 frames)",
+      "type": "folder",
+      "folder": "human/Riverraid-v5_example2",
+      "frame_count": 64
+    },
+    {
+      "label": "[Human] Riverraid-v5_example_failure (6 frames)",
+      "type": "folder",
+      "folder": "human/Riverraid-v5_example_failure",
+      "frame_count": 6
+    }
+  ],
+  "action_sequence": {
+    "game_safe": "ALE_Riverraid-v5",
+    "name": "firststep_skip20"
+  },
+  "context_frame_count": 70
+}
\ No newline at end of file
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+  "game_id": "ALE/Riverraid-v5",
+  "name": "level1_state5",
+  "created_at": "2026-04-20T20:26:16",
+  "temperature": 0.7,
+  "max_tokens": 50000,
+  "video_description": "",
+  "game_rules": "Objective: Destroy enemies.\nColliding with the river bank and the bridge will also gameover.\nShooting has a cooldown time, so shooting is not guaranteed to respond every action.",
+  "action_mode": "natural_language",
+  "frame_source": "subbed_nl",
+  "frame_window": 0,
+  "hide_reward": true,
+  "video_mode": true,
+  "game_settings": {
+    "cfg-seed": "43",
+    "cfg-repeat": "2",
+    "cfg-noop-fill": false,
+    "cfg-action-repeat": "1",
+    "cfg-max-steps": "50",
+    "cfg-frameskip": "4",
+    "cfg-auto-respawn": false,
+    "cfg-initial-lives": "",
+    "cfg-end-on-life-loss": true,
+    "cfg-skip-initial-steps": "20",
+    "cfg-action-set": "full",
+    "cfg-initial-ram": "61=1\n57=5",
+    "cfg-mode": "",
+    "cfg-difficulty": "",
+    "cfg-paddle-width": "20",
+    "cfg-ball-speed": "2.0",
+    "cfg-brick-rows": "6",
+    "cfg-brick-cols": "10",
+    "cfg-brick-offset": "10",
+    "cfg-launch-angle-mode": "random",
+    "cfg-cb-frameskip": "4",
+    "cfg-cb-lives": "5",
+    "cfg-cb-end-on-life-loss": false,
+    "cfg-cb-skip-initial-steps": "",
+    "cfg-partial-obs": true,
+    "cfg-slippery": false,
+    "cfg-lc-size": "11",
+    "cfg-lc-crossings": "5",
+    "cfg-mr-grid-size": "25",
+    "cfg-mr-rooms": "6",
+    "cfg-mr-room-size": "10",
+    "cfg-up-room-size": "6",
+    "cfg-up-rows": "1",
+    "cfg-up-cols": "2",
+    "cfg-lanes-count": "4",
+    "cfg-vehicles-density": "2"
+  },
+  "context_items": [
+    {
+      "label": "[Human] Riverraid-v5_example2 (64 frames)",
+      "type": "folder",
+      "folder": "human/Riverraid-v5_example2",
+      "frame_count": 64
+    },
+    {
+      "label": "[Human] Riverraid-v5_example_failure (6 frames)",
+      "type": "folder",
+      "folder": "human/Riverraid-v5_example_failure",
+      "frame_count": 6
+    }
+  ],
+  "action_sequence": {
+    "game_safe": "ALE_Riverraid-v5",
+    "name": "firststep_skip20"
+  },
+  "context_frame_count": 70
+}
\ No newline at end of file
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diff --git a/ALE_Riverraid-v5/level2_state2/config.json b/ALE_Riverraid-v5/level2_state2/config.json
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+{
+  "game_id": "ALE/Riverraid-v5",
+  "name": "level2_state2",
+  "created_at": "2026-04-20T20:27:16",
+  "temperature": 0.7,
+  "max_tokens": 50000,
+  "video_description": "",
+  "game_rules": "Objective: Destroy enemies.\nColliding with the river bank and the bridge will also gameover.\nShooting has a cooldown time, so shooting is not guaranteed to respond every action.",
+  "action_mode": "natural_language",
+  "frame_source": "subbed_nl",
+  "frame_window": 0,
+  "hide_reward": true,
+  "video_mode": true,
+  "game_settings": {
+    "cfg-seed": "43",
+    "cfg-repeat": "2",
+    "cfg-noop-fill": false,
+    "cfg-action-repeat": "1",
+    "cfg-max-steps": "50",
+    "cfg-frameskip": "4",
+    "cfg-auto-respawn": false,
+    "cfg-initial-lives": "",
+    "cfg-end-on-life-loss": true,
+    "cfg-skip-initial-steps": "20",
+    "cfg-action-set": "full",
+    "cfg-initial-ram": "61=4\n57=2",
+    "cfg-mode": "",
+    "cfg-difficulty": "",
+    "cfg-paddle-width": "20",
+    "cfg-ball-speed": "2.0",
+    "cfg-brick-rows": "6",
+    "cfg-brick-cols": "10",
+    "cfg-brick-offset": "10",
+    "cfg-launch-angle-mode": "random",
+    "cfg-cb-frameskip": "4",
+    "cfg-cb-lives": "5",
+    "cfg-cb-end-on-life-loss": false,
+    "cfg-cb-skip-initial-steps": "",
+    "cfg-partial-obs": true,
+    "cfg-slippery": false,
+    "cfg-lc-size": "11",
+    "cfg-lc-crossings": "5",
+    "cfg-mr-grid-size": "25",
+    "cfg-mr-rooms": "6",
+    "cfg-mr-room-size": "10",
+    "cfg-up-room-size": "6",
+    "cfg-up-rows": "1",
+    "cfg-up-cols": "2",
+    "cfg-lanes-count": "4",
+    "cfg-vehicles-density": "2"
+  },
+  "context_items": [
+    {
+      "label": "[Human] Riverraid-v5_example2 (64 frames)",
+      "type": "folder",
+      "folder": "human/Riverraid-v5_example2",
+      "frame_count": 64
+    },
+    {
+      "label": "[Human] Riverraid-v5_example_failure (6 frames)",
+      "type": "folder",
+      "folder": "human/Riverraid-v5_example_failure",
+      "frame_count": 6
+    }
+  ],
+  "context_frame_count": 70
+}
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diff --git a/ALE_Riverraid-v5/level2_state3/config.json b/ALE_Riverraid-v5/level2_state3/config.json
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+{
+  "game_id": "ALE/Riverraid-v5",
+  "name": "level2_state3",
+  "created_at": "2026-04-20T20:27:16",
+  "temperature": 0.7,
+  "max_tokens": 50000,
+  "video_description": "",
+  "game_rules": "Objective: Destroy enemies.\nColliding with the river bank and the bridge will also gameover.\nShooting has a cooldown time, so shooting is not guaranteed to respond every action.",
+  "action_mode": "natural_language",
+  "frame_source": "subbed_nl",
+  "frame_window": 0,
+  "hide_reward": true,
+  "video_mode": true,
+  "game_settings": {
+    "cfg-seed": "43",
+    "cfg-repeat": "2",
+    "cfg-noop-fill": false,
+    "cfg-action-repeat": "1",
+    "cfg-max-steps": "50",
+    "cfg-frameskip": "4",
+    "cfg-auto-respawn": false,
+    "cfg-initial-lives": "",
+    "cfg-end-on-life-loss": true,
+    "cfg-skip-initial-steps": "20",
+    "cfg-action-set": "full",
+    "cfg-initial-ram": "61=4\n57=3",
+    "cfg-mode": "",
+    "cfg-difficulty": "",
+    "cfg-paddle-width": "20",
+    "cfg-ball-speed": "2.0",
+    "cfg-brick-rows": "6",
+    "cfg-brick-cols": "10",
+    "cfg-brick-offset": "10",
+    "cfg-launch-angle-mode": "random",
+    "cfg-cb-frameskip": "4",
+    "cfg-cb-lives": "5",
+    "cfg-cb-end-on-life-loss": false,
+    "cfg-cb-skip-initial-steps": "",
+    "cfg-partial-obs": true,
+    "cfg-slippery": false,
+    "cfg-lc-size": "11",
+    "cfg-lc-crossings": "5",
+    "cfg-mr-grid-size": "25",
+    "cfg-mr-rooms": "6",
+    "cfg-mr-room-size": "10",
+    "cfg-up-room-size": "6",
+    "cfg-up-rows": "1",
+    "cfg-up-cols": "2",
+    "cfg-lanes-count": "4",
+    "cfg-vehicles-density": "2"
+  },
+  "context_items": [
+    {
+      "label": "[Human] Riverraid-v5_example2 (64 frames)",
+      "type": "folder",
+      "folder": "human/Riverraid-v5_example2",
+      "frame_count": 64
+    },
+    {
+      "label": "[Human] Riverraid-v5_example_failure (6 frames)",
+      "type": "folder",
+      "folder": "human/Riverraid-v5_example_failure",
+      "frame_count": 6
+    }
+  ],
+  "context_frame_count": 70
+}
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+{
+  "game_id": "ALE/Riverraid-v5",
+  "name": "level2_state4",
+  "created_at": "2026-04-20T20:27:16",
+  "temperature": 0.7,
+  "max_tokens": 50000,
+  "video_description": "",
+  "game_rules": "Objective: Destroy enemies.\nColliding with the river bank and the bridge will also gameover.\nShooting has a cooldown time, so shooting is not guaranteed to respond every action.",
+  "action_mode": "natural_language",
+  "frame_source": "subbed_nl",
+  "frame_window": 0,
+  "hide_reward": true,
+  "video_mode": true,
+  "game_settings": {
+    "cfg-seed": "43",
+    "cfg-repeat": "2",
+    "cfg-noop-fill": false,
+    "cfg-action-repeat": "1",
+    "cfg-max-steps": "50",
+    "cfg-frameskip": "4",
+    "cfg-auto-respawn": false,
+    "cfg-initial-lives": "",
+    "cfg-end-on-life-loss": true,
+    "cfg-skip-initial-steps": "20",
+    "cfg-action-set": "full",
+    "cfg-initial-ram": "61=4\n57=4",
+    "cfg-mode": "",
+    "cfg-difficulty": "",
+    "cfg-paddle-width": "20",
+    "cfg-ball-speed": "2.0",
+    "cfg-brick-rows": "6",
+    "cfg-brick-cols": "10",
+    "cfg-brick-offset": "10",
+    "cfg-launch-angle-mode": "random",
+    "cfg-cb-frameskip": "4",
+    "cfg-cb-lives": "5",
+    "cfg-cb-end-on-life-loss": false,
+    "cfg-cb-skip-initial-steps": "",
+    "cfg-partial-obs": true,
+    "cfg-slippery": false,
+    "cfg-lc-size": "11",
+    "cfg-lc-crossings": "5",
+    "cfg-mr-grid-size": "25",
+    "cfg-mr-rooms": "6",
+    "cfg-mr-room-size": "10",
+    "cfg-up-room-size": "6",
+    "cfg-up-rows": "1",
+    "cfg-up-cols": "2",
+    "cfg-lanes-count": "4",
+    "cfg-vehicles-density": "2"
+  },
+  "context_items": [
+    {
+      "label": "[Human] Riverraid-v5_example2 (64 frames)",
+      "type": "folder",
+      "folder": "human/Riverraid-v5_example2",
+      "frame_count": 64
+    },
+    {
+      "label": "[Human] Riverraid-v5_example_failure (6 frames)",
+      "type": "folder",
+      "folder": "human/Riverraid-v5_example_failure",
+      "frame_count": 6
+    }
+  ],
+  "context_frame_count": 70
+}
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diff --git a/ALE_Riverraid-v5/level2_state5/config.json b/ALE_Riverraid-v5/level2_state5/config.json
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+{
+  "game_id": "ALE/Riverraid-v5",
+  "name": "level2_state5",
+  "created_at": "2026-04-20T20:27:16",
+  "temperature": 0.7,
+  "max_tokens": 50000,
+  "video_description": "",
+  "game_rules": "Objective: Destroy enemies.\nColliding with the river bank and the bridge will also gameover.\nShooting has a cooldown time, so shooting is not guaranteed to respond every action.",
+  "action_mode": "natural_language",
+  "frame_source": "subbed_nl",
+  "frame_window": 0,
+  "hide_reward": true,
+  "video_mode": true,
+  "game_settings": {
+    "cfg-seed": "43",
+    "cfg-repeat": "2",
+    "cfg-noop-fill": false,
+    "cfg-action-repeat": "1",
+    "cfg-max-steps": "50",
+    "cfg-frameskip": "4",
+    "cfg-auto-respawn": false,
+    "cfg-initial-lives": "",
+    "cfg-end-on-life-loss": true,
+    "cfg-skip-initial-steps": "20",
+    "cfg-action-set": "full",
+    "cfg-initial-ram": "61=4\n57=5",
+    "cfg-mode": "",
+    "cfg-difficulty": "",
+    "cfg-paddle-width": "20",
+    "cfg-ball-speed": "2.0",
+    "cfg-brick-rows": "6",
+    "cfg-brick-cols": "10",
+    "cfg-brick-offset": "10",
+    "cfg-launch-angle-mode": "random",
+    "cfg-cb-frameskip": "4",
+    "cfg-cb-lives": "5",
+    "cfg-cb-end-on-life-loss": false,
+    "cfg-cb-skip-initial-steps": "",
+    "cfg-partial-obs": true,
+    "cfg-slippery": false,
+    "cfg-lc-size": "11",
+    "cfg-lc-crossings": "5",
+    "cfg-mr-grid-size": "25",
+    "cfg-mr-rooms": "6",
+    "cfg-mr-room-size": "10",
+    "cfg-up-room-size": "6",
+    "cfg-up-rows": "1",
+    "cfg-up-cols": "2",
+    "cfg-lanes-count": "4",
+    "cfg-vehicles-density": "2"
+  },
+  "context_items": [
+    {
+      "label": "[Human] Riverraid-v5_example2 (64 frames)",
+      "type": "folder",
+      "folder": "human/Riverraid-v5_example2",
+      "frame_count": 64
+    },
+    {
+      "label": "[Human] Riverraid-v5_example_failure (6 frames)",
+      "type": "folder",
+      "folder": "human/Riverraid-v5_example_failure",
+      "frame_count": 6
+    }
+  ],
+  "context_frame_count": 70
+}
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+{
+  "game_id": "ALE/Riverraid-v5",
+  "name": "level3_state1",
+  "created_at": "2026-04-20T20:27:33",
+  "temperature": 0.7,
+  "max_tokens": 50000,
+  "video_description": "",
+  "game_rules": "Objective: Destroy enemies.\nColliding with the river bank and the bridge will also gameover.\nShooting has a cooldown time, so shooting is not guaranteed to respond every action.",
+  "action_mode": "natural_language",
+  "frame_source": "subbed_nl",
+  "frame_window": 0,
+  "hide_reward": true,
+  "video_mode": true,
+  "game_settings": {
+    "cfg-seed": "43",
+    "cfg-repeat": "2",
+    "cfg-noop-fill": false,
+    "cfg-action-repeat": "1",
+    "cfg-max-steps": "50",
+    "cfg-frameskip": "4",
+    "cfg-auto-respawn": false,
+    "cfg-initial-lives": "",
+    "cfg-end-on-life-loss": true,
+    "cfg-skip-initial-steps": "20",
+    "cfg-action-set": "full",
+    "cfg-initial-ram": "61=9\n57=1",
+    "cfg-mode": "",
+    "cfg-difficulty": "",
+    "cfg-paddle-width": "20",
+    "cfg-ball-speed": "2.0",
+    "cfg-brick-rows": "6",
+    "cfg-brick-cols": "10",
+    "cfg-brick-offset": "10",
+    "cfg-launch-angle-mode": "random",
+    "cfg-cb-frameskip": "4",
+    "cfg-cb-lives": "5",
+    "cfg-cb-end-on-life-loss": false,
+    "cfg-cb-skip-initial-steps": "",
+    "cfg-partial-obs": true,
+    "cfg-slippery": false,
+    "cfg-lc-size": "11",
+    "cfg-lc-crossings": "5",
+    "cfg-mr-grid-size": "25",
+    "cfg-mr-rooms": "6",
+    "cfg-mr-room-size": "10",
+    "cfg-up-room-size": "6",
+    "cfg-up-rows": "1",
+    "cfg-up-cols": "2",
+    "cfg-lanes-count": "4",
+    "cfg-vehicles-density": "2"
+  },
+  "context_items": [
+    {
+      "label": "[Human] Riverraid-v5_example2 (64 frames)",
+      "type": "folder",
+      "folder": "human/Riverraid-v5_example2",
+      "frame_count": 64
+    },
+    {
+      "label": "[Human] Riverraid-v5_example_failure (6 frames)",
+      "type": "folder",
+      "folder": "human/Riverraid-v5_example_failure",
+      "frame_count": 6
+    }
+  ],
+  "context_frame_count": 70
+}
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+{
+  "game_id": "ALE/Riverraid-v5",
+  "name": "level3_state2",
+  "created_at": "2026-04-20T20:27:33",
+  "temperature": 0.7,
+  "max_tokens": 50000,
+  "video_description": "",
+  "game_rules": "Objective: Destroy enemies.\nColliding with the river bank and the bridge will also gameover.\nShooting has a cooldown time, so shooting is not guaranteed to respond every action.",
+  "action_mode": "natural_language",
+  "frame_source": "subbed_nl",
+  "frame_window": 0,
+  "hide_reward": true,
+  "video_mode": true,
+  "game_settings": {
+    "cfg-seed": "43",
+    "cfg-repeat": "2",
+    "cfg-noop-fill": false,
+    "cfg-action-repeat": "1",
+    "cfg-max-steps": "50",
+    "cfg-frameskip": "4",
+    "cfg-auto-respawn": false,
+    "cfg-initial-lives": "",
+    "cfg-end-on-life-loss": true,
+    "cfg-skip-initial-steps": "20",
+    "cfg-action-set": "full",
+    "cfg-initial-ram": "61=9\n57=2",
+    "cfg-mode": "",
+    "cfg-difficulty": "",
+    "cfg-paddle-width": "20",
+    "cfg-ball-speed": "2.0",
+    "cfg-brick-rows": "6",
+    "cfg-brick-cols": "10",
+    "cfg-brick-offset": "10",
+    "cfg-launch-angle-mode": "random",
+    "cfg-cb-frameskip": "4",
+    "cfg-cb-lives": "5",
+    "cfg-cb-end-on-life-loss": false,
+    "cfg-cb-skip-initial-steps": "",
+    "cfg-partial-obs": true,
+    "cfg-slippery": false,
+    "cfg-lc-size": "11",
+    "cfg-lc-crossings": "5",
+    "cfg-mr-grid-size": "25",
+    "cfg-mr-rooms": "6",
+    "cfg-mr-room-size": "10",
+    "cfg-up-room-size": "6",
+    "cfg-up-rows": "1",
+    "cfg-up-cols": "2",
+    "cfg-lanes-count": "4",
+    "cfg-vehicles-density": "2"
+  },
+  "context_items": [
+    {
+      "label": "[Human] Riverraid-v5_example2 (64 frames)",
+      "type": "folder",
+      "folder": "human/Riverraid-v5_example2",
+      "frame_count": 64
+    },
+    {
+      "label": "[Human] Riverraid-v5_example_failure (6 frames)",
+      "type": "folder",
+      "folder": "human/Riverraid-v5_example_failure",
+      "frame_count": 6
+    }
+  ],
+  "context_frame_count": 70
+}
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+{
+  "game_id": "ALE/Riverraid-v5",
+  "name": "level3_state3",
+  "created_at": "2026-04-20T20:27:33",
+  "temperature": 0.7,
+  "max_tokens": 50000,
+  "video_description": "",
+  "game_rules": "Objective: Destroy enemies.\nColliding with the river bank and the bridge will also gameover.\nShooting has a cooldown time, so shooting is not guaranteed to respond every action.",
+  "action_mode": "natural_language",
+  "frame_source": "subbed_nl",
+  "frame_window": 0,
+  "hide_reward": true,
+  "video_mode": true,
+  "game_settings": {
+    "cfg-seed": "43",
+    "cfg-repeat": "2",
+    "cfg-noop-fill": false,
+    "cfg-action-repeat": "1",
+    "cfg-max-steps": "50",
+    "cfg-frameskip": "4",
+    "cfg-auto-respawn": false,
+    "cfg-initial-lives": "",
+    "cfg-end-on-life-loss": true,
+    "cfg-skip-initial-steps": "20",
+    "cfg-action-set": "full",
+    "cfg-initial-ram": "61=9\n57=3",
+    "cfg-mode": "",
+    "cfg-difficulty": "",
+    "cfg-paddle-width": "20",
+    "cfg-ball-speed": "2.0",
+    "cfg-brick-rows": "6",
+    "cfg-brick-cols": "10",
+    "cfg-brick-offset": "10",
+    "cfg-launch-angle-mode": "random",
+    "cfg-cb-frameskip": "4",
+    "cfg-cb-lives": "5",
+    "cfg-cb-end-on-life-loss": false,
+    "cfg-cb-skip-initial-steps": "",
+    "cfg-partial-obs": true,
+    "cfg-slippery": false,
+    "cfg-lc-size": "11",
+    "cfg-lc-crossings": "5",
+    "cfg-mr-grid-size": "25",
+    "cfg-mr-rooms": "6",
+    "cfg-mr-room-size": "10",
+    "cfg-up-room-size": "6",
+    "cfg-up-rows": "1",
+    "cfg-up-cols": "2",
+    "cfg-lanes-count": "4",
+    "cfg-vehicles-density": "2"
+  },
+  "context_items": [
+    {
+      "label": "[Human] Riverraid-v5_example2 (64 frames)",
+      "type": "folder",
+      "folder": "human/Riverraid-v5_example2",
+      "frame_count": 64
+    },
+    {
+      "label": "[Human] Riverraid-v5_example_failure (6 frames)",
+      "type": "folder",
+      "folder": "human/Riverraid-v5_example_failure",
+      "frame_count": 6
+    }
+  ],
+  "context_frame_count": 70
+}
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diff --git a/ALE_Riverraid-v5/level3_state4/config.json b/ALE_Riverraid-v5/level3_state4/config.json
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+{
+  "game_id": "ALE/Riverraid-v5",
+  "name": "level3_state4",
+  "created_at": "2026-04-20T20:27:33",
+  "temperature": 0.7,
+  "max_tokens": 50000,
+  "video_description": "",
+  "game_rules": "Objective: Destroy enemies.\nColliding with the river bank and the bridge will also gameover.\nShooting has a cooldown time, so shooting is not guaranteed to respond every action.",
+  "action_mode": "natural_language",
+  "frame_source": "subbed_nl",
+  "frame_window": 0,
+  "hide_reward": true,
+  "video_mode": true,
+  "game_settings": {
+    "cfg-seed": "43",
+    "cfg-repeat": "2",
+    "cfg-noop-fill": false,
+    "cfg-action-repeat": "1",
+    "cfg-max-steps": "50",
+    "cfg-frameskip": "4",
+    "cfg-auto-respawn": false,
+    "cfg-initial-lives": "",
+    "cfg-end-on-life-loss": true,
+    "cfg-skip-initial-steps": "20",
+    "cfg-action-set": "full",
+    "cfg-initial-ram": "61=9\n57=4",
+    "cfg-mode": "",
+    "cfg-difficulty": "",
+    "cfg-paddle-width": "20",
+    "cfg-ball-speed": "2.0",
+    "cfg-brick-rows": "6",
+    "cfg-brick-cols": "10",
+    "cfg-brick-offset": "10",
+    "cfg-launch-angle-mode": "random",
+    "cfg-cb-frameskip": "4",
+    "cfg-cb-lives": "5",
+    "cfg-cb-end-on-life-loss": false,
+    "cfg-cb-skip-initial-steps": "",
+    "cfg-partial-obs": true,
+    "cfg-slippery": false,
+    "cfg-lc-size": "11",
+    "cfg-lc-crossings": "5",
+    "cfg-mr-grid-size": "25",
+    "cfg-mr-rooms": "6",
+    "cfg-mr-room-size": "10",
+    "cfg-up-room-size": "6",
+    "cfg-up-rows": "1",
+    "cfg-up-cols": "2",
+    "cfg-lanes-count": "4",
+    "cfg-vehicles-density": "2"
+  },
+  "context_items": [
+    {
+      "label": "[Human] Riverraid-v5_example2 (64 frames)",
+      "type": "folder",
+      "folder": "human/Riverraid-v5_example2",
+      "frame_count": 64
+    },
+    {
+      "label": "[Human] Riverraid-v5_example_failure (6 frames)",
+      "type": "folder",
+      "folder": "human/Riverraid-v5_example_failure",
+      "frame_count": 6
+    }
+  ],
+  "context_frame_count": 70
+}
\ No newline at end of file
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diff --git a/ALE_Riverraid-v5/level3_state5/config.json b/ALE_Riverraid-v5/level3_state5/config.json
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index 0000000000000000000000000000000000000000..2cda9cb0b52fd1c5f5f2247a2ae39e136ba75240
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+{
+  "game_id": "ALE/Riverraid-v5",
+  "name": "level3_state5",
+  "created_at": "2026-04-20T20:27:33",
+  "temperature": 0.7,
+  "max_tokens": 50000,
+  "video_description": "",
+  "game_rules": "Objective: Destroy enemies.\nColliding with the river bank and the bridge will also gameover.\nShooting has a cooldown time, so shooting is not guaranteed to respond every action.",
+  "action_mode": "natural_language",
+  "frame_source": "subbed_nl",
+  "frame_window": 0,
+  "hide_reward": true,
+  "video_mode": true,
+  "game_settings": {
+    "cfg-seed": "43",
+    "cfg-repeat": "2",
+    "cfg-noop-fill": false,
+    "cfg-action-repeat": "1",
+    "cfg-max-steps": "50",
+    "cfg-frameskip": "4",
+    "cfg-auto-respawn": false,
+    "cfg-initial-lives": "",
+    "cfg-end-on-life-loss": true,
+    "cfg-skip-initial-steps": "20",
+    "cfg-action-set": "full",
+    "cfg-initial-ram": "61=9\n57=5",
+    "cfg-mode": "",
+    "cfg-difficulty": "",
+    "cfg-paddle-width": "20",
+    "cfg-ball-speed": "2.0",
+    "cfg-brick-rows": "6",
+    "cfg-brick-cols": "10",
+    "cfg-brick-offset": "10",
+    "cfg-launch-angle-mode": "random",
+    "cfg-cb-frameskip": "4",
+    "cfg-cb-lives": "5",
+    "cfg-cb-end-on-life-loss": false,
+    "cfg-cb-skip-initial-steps": "",
+    "cfg-partial-obs": true,
+    "cfg-slippery": false,
+    "cfg-lc-size": "11",
+    "cfg-lc-crossings": "5",
+    "cfg-mr-grid-size": "25",
+    "cfg-mr-rooms": "6",
+    "cfg-mr-room-size": "10",
+    "cfg-up-room-size": "6",
+    "cfg-up-rows": "1",
+    "cfg-up-cols": "2",
+    "cfg-lanes-count": "4",
+    "cfg-vehicles-density": "2"
+  },
+  "context_items": [
+    {
+      "label": "[Human] Riverraid-v5_example2 (64 frames)",
+      "type": "folder",
+      "folder": "human/Riverraid-v5_example2",
+      "frame_count": 64
+    },
+    {
+      "label": "[Human] Riverraid-v5_example_failure (6 frames)",
+      "type": "folder",
+      "folder": "human/Riverraid-v5_example_failure",
+      "frame_count": 6
+    }
+  ],
+  "context_frame_count": 70
+}
\ No newline at end of file
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+  "name": "level4_state1",
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+  "hide_reward": true,
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+    "cfg-end-on-life-loss": true,
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+      "type": "folder",
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diff --git a/ALE_Riverraid-v5/level4_state2/config.json b/ALE_Riverraid-v5/level4_state2/config.json
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index 0000000000000000000000000000000000000000..aa885a096272e3d284233ac3f92e16b90283bccc
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+{
+  "game_id": "ALE/Riverraid-v5",
+  "name": "level4_state2",
+  "created_at": "2026-04-20T20:27:48",
+  "temperature": 0.7,
+  "max_tokens": 50000,
+  "video_description": "",
+  "game_rules": "Objective: Destroy enemies.\nColliding with the river bank and the bridge will also gameover.\nShooting has a cooldown time, so shooting is not guaranteed to respond every action.",
+  "action_mode": "natural_language",
+  "frame_source": "subbed_nl",
+  "frame_window": 0,
+  "hide_reward": true,
+  "video_mode": true,
+  "game_settings": {
+    "cfg-seed": "43",
+    "cfg-repeat": "2",
+    "cfg-noop-fill": false,
+    "cfg-action-repeat": "1",
+    "cfg-max-steps": "50",
+    "cfg-frameskip": "4",
+    "cfg-auto-respawn": false,
+    "cfg-initial-lives": "",
+    "cfg-end-on-life-loss": true,
+    "cfg-skip-initial-steps": "20",
+    "cfg-action-set": "full",
+    "cfg-initial-ram": "61=16\n57=2",
+    "cfg-mode": "",
+    "cfg-difficulty": "",
+    "cfg-paddle-width": "20",
+    "cfg-ball-speed": "2.0",
+    "cfg-brick-rows": "6",
+    "cfg-brick-cols": "10",
+    "cfg-brick-offset": "10",
+    "cfg-launch-angle-mode": "random",
+    "cfg-cb-frameskip": "4",
+    "cfg-cb-lives": "5",
+    "cfg-cb-end-on-life-loss": false,
+    "cfg-cb-skip-initial-steps": "",
+    "cfg-partial-obs": true,
+    "cfg-slippery": false,
+    "cfg-lc-size": "11",
+    "cfg-lc-crossings": "5",
+    "cfg-mr-grid-size": "25",
+    "cfg-mr-rooms": "6",
+    "cfg-mr-room-size": "10",
+    "cfg-up-room-size": "6",
+    "cfg-up-rows": "1",
+    "cfg-up-cols": "2",
+    "cfg-lanes-count": "4",
+    "cfg-vehicles-density": "2"
+  },
+  "context_items": [
+    {
+      "label": "[Human] Riverraid-v5_example2 (64 frames)",
+      "type": "folder",
+      "folder": "human/Riverraid-v5_example2",
+      "frame_count": 64
+    },
+    {
+      "label": "[Human] Riverraid-v5_example_failure (6 frames)",
+      "type": "folder",
+      "folder": "human/Riverraid-v5_example_failure",
+      "frame_count": 6
+    }
+  ],
+  "context_frame_count": 70
+}
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