diff --git a/raw/sidecars/c1783614145767-1.plan.json b/raw/sidecars/c1783614145767-1.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..e9f91bcc330b3b59bbfca4a55e9417cd96a1bc55
--- /dev/null
+++ b/raw/sidecars/c1783614145767-1.plan.json
@@ -0,0 +1,15 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614145767-1",
+  "createdAt": "2026-07-09T16:22:25.773Z",
+  "image": "c1783614145767-1.jpg",
+  "set": {
+    "d4": 1,
+    "d6": 1,
+    "d8": 1,
+    "d10": 1,
+    "d12": 1,
+    "d20": 1
+  },
+  "planIndex": 0
+}
diff --git a/raw/sidecars/c1783614162075-2.json b/raw/sidecars/c1783614162075-2.json
new file mode 100644
index 0000000000000000000000000000000000000000..20a661c03dda4fa1293f8069d3ac56ebfd1132cf
--- /dev/null
+++ b/raw/sidecars/c1783614162075-2.json
@@ -0,0 +1,133 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614162075-2",
+  "createdAt": "2026-07-09T17:27:04.267460+00:00",
+  "model": "assistant-adjudicated",
+  "image": "c1783614162075-2.jpg",
+  "labels": [
+    {
+      "type": "d4",
+      "value": 2,
+      "confidence": 0.3,
+      "box": {
+        "x": 0.7,
+        "y": 0.08,
+        "w": 0.15,
+        "h": 0.13
+      }
+    },
+    {
+      "type": "d6",
+      "value": 1,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.13,
+        "y": 0.2,
+        "w": 0.16,
+        "h": 0.14
+      }
+    },
+    {
+      "type": "d10",
+      "value": 6,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.37,
+        "y": 0.33,
+        "w": 0.18,
+        "h": 0.17
+      }
+    },
+    {
+      "type": "d20",
+      "value": 7,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.33,
+        "y": 0.52,
+        "w": 0.19,
+        "h": 0.18
+      }
+    },
+    {
+      "type": "d12",
+      "value": 5,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.7,
+        "y": 0.53,
+        "w": 0.17,
+        "h": 0.17
+      }
+    },
+    {
+      "type": "d8",
+      "value": 5,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.56,
+        "y": 0.66,
+        "w": 0.16,
+        "h": 0.16
+      }
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d6",
+      "value": 1,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.11,
+        "y": 0.19,
+        "w": 0.18,
+        "h": 0.19
+      }
+    },
+    {
+      "type": "d10",
+      "value": 6,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.37,
+        "y": 0.33,
+        "w": 0.17,
+        "h": 0.19
+      }
+    },
+    {
+      "type": "d20",
+      "value": 20,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.32,
+        "y": 0.53,
+        "w": 0.19,
+        "h": 0.19
+      }
+    },
+    {
+      "type": "d12",
+      "value": 5,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.68,
+        "y": 0.53,
+        "w": 0.19,
+        "h": 0.19
+      }
+    },
+    {
+      "type": "d8",
+      "value": 5,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.53,
+        "y": 0.65,
+        "w": 0.16,
+        "h": 0.18
+      }
+    }
+  ],
+  "corrected": true
+}
diff --git a/raw/sidecars/c1783614162075-2.opus.json b/raw/sidecars/c1783614162075-2.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..00aecc6ef216afbce7d416a614367592eb4a6e0d
--- /dev/null
+++ b/raw/sidecars/c1783614162075-2.opus.json
@@ -0,0 +1,67 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d6",
+      "value": 1,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.11,
+        "y": 0.19,
+        "w": 0.18,
+        "h": 0.19
+      }
+    },
+    {
+      "type": "d10",
+      "value": 6,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.37,
+        "y": 0.33,
+        "w": 0.17,
+        "h": 0.19
+      }
+    },
+    {
+      "type": "d20",
+      "value": 20,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.32,
+        "y": 0.53,
+        "w": 0.19,
+        "h": 0.19
+      }
+    },
+    {
+      "type": "d12",
+      "value": 5,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.68,
+        "y": 0.53,
+        "w": 0.19,
+        "h": 0.19
+      }
+    },
+    {
+      "type": "d8",
+      "value": 5,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.53,
+        "y": 0.65,
+        "w": 0.16,
+        "h": 0.18
+      }
+    }
+  ],
+  "warnings": [
+    "Blue die in top-right corner is off the tray/heavily occluded by container edge and could not be read.",
+    "d10 (black) value read as 6, but orientation mark unclear, could also be 9.",
+    "d20 (pink) shows multiple numbers near top (20,7,2,5) due to angle; top face read as 20 with lower confidence.",
+    "d12 (black) is angled; top face read as 5 but adjacent faces (4,10,1,9) visible, lowering confidence.",
+    "d8 (yellow) angled slightly; top face read as 5 with adjacent faces (8,1) visible."
+  ]
+}
diff --git a/raw/sidecars/c1783614162075-2.plan.json b/raw/sidecars/c1783614162075-2.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..3bf12bab3ebb297d693c4f1f1d8029eb68acd753
--- /dev/null
+++ b/raw/sidecars/c1783614162075-2.plan.json
@@ -0,0 +1,15 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614162075-2",
+  "createdAt": "2026-07-09T16:22:42.077Z",
+  "image": "c1783614162075-2.jpg",
+  "set": {
+    "d4": 1,
+    "d6": 1,
+    "d8": 1,
+    "d10": 1,
+    "d12": 1,
+    "d20": 1
+  },
+  "planIndex": 1
+}
diff --git a/raw/sidecars/c1783614174408-3.json b/raw/sidecars/c1783614174408-3.json
new file mode 100644
index 0000000000000000000000000000000000000000..ed07039b4ad5ea6198c20b4a7a9674ad625b0a51
--- /dev/null
+++ b/raw/sidecars/c1783614174408-3.json
@@ -0,0 +1,133 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614174408-3",
+  "createdAt": "2026-07-09T17:27:04.267460+00:00",
+  "model": "assistant-adjudicated",
+  "image": "c1783614174408-3.jpg",
+  "labels": [
+    {
+      "type": "d4",
+      "value": 2,
+      "confidence": 0.25,
+      "box": {
+        "x": 0.22,
+        "y": 0.11,
+        "w": 0.14,
+        "h": 0.13
+      }
+    },
+    {
+      "type": "d6",
+      "value": 3,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.36,
+        "y": 0.38,
+        "w": 0.14,
+        "h": 0.14
+      }
+    },
+    {
+      "type": "d8",
+      "value": 4,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.77,
+        "y": 0.38,
+        "w": 0.16,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d12",
+      "value": 5,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.24,
+        "y": 0.56,
+        "w": 0.2,
+        "h": 0.19
+      }
+    },
+    {
+      "type": "d10",
+      "value": 4,
+      "confidence": 0.8,
+      "box": {
+        "x": 0.44,
+        "y": 0.57,
+        "w": 0.19,
+        "h": 0.17
+      }
+    },
+    {
+      "type": "d20",
+      "value": 3,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.1,
+        "y": 0.63,
+        "w": 0.18,
+        "h": 0.18
+      }
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d6",
+      "value": 3,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.36,
+        "y": 0.36,
+        "w": 0.15,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d8",
+      "value": 4,
+      "confidence": 0.7,
+      "box": {
+        "x": 0.78,
+        "y": 0.38,
+        "w": 0.16,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d12",
+      "value": 5,
+      "confidence": 0.75,
+      "box": {
+        "x": 0.24,
+        "y": 0.55,
+        "w": 0.2,
+        "h": 0.2
+      }
+    },
+    {
+      "type": "d10",
+      "value": 9,
+      "confidence": 0.75,
+      "box": {
+        "x": 0.46,
+        "y": 0.56,
+        "w": 0.18,
+        "h": 0.18
+      }
+    },
+    {
+      "type": "d20",
+      "value": 3,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.08,
+        "y": 0.68,
+        "w": 0.2,
+        "h": 0.24
+      }
+    }
+  ],
+  "corrected": true
+}
diff --git a/raw/sidecars/c1783614174408-3.opus.json b/raw/sidecars/c1783614174408-3.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..2347e79da26fafa4bd860b1d8b8ca72b0b0c8dd5
--- /dev/null
+++ b/raw/sidecars/c1783614174408-3.opus.json
@@ -0,0 +1,65 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d6",
+      "value": 3,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.36,
+        "y": 0.36,
+        "w": 0.15,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d8",
+      "value": 4,
+      "confidence": 0.7,
+      "box": {
+        "x": 0.78,
+        "y": 0.38,
+        "w": 0.16,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d12",
+      "value": 5,
+      "confidence": 0.75,
+      "box": {
+        "x": 0.24,
+        "y": 0.55,
+        "w": 0.2,
+        "h": 0.2
+      }
+    },
+    {
+      "type": "d10",
+      "value": 9,
+      "confidence": 0.75,
+      "box": {
+        "x": 0.46,
+        "y": 0.56,
+        "w": 0.18,
+        "h": 0.18
+      }
+    },
+    {
+      "type": "d20",
+      "value": 3,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.08,
+        "y": 0.68,
+        "w": 0.2,
+        "h": 0.24
+      }
+    }
+  ],
+  "warnings": [
+    "Small blue/purple die in top-left corner is not flat/fully visible and its face cannot be confidently read; excluded from results.",
+    "Pink d20 at bottom-left shows multiple numbers near the top (6,3,2) due to angle; read as 3 but confidence is lowered since the die may be slightly tilted.",
+    "Yellow d8 on right edge is partially cut off and at a slight angle, lowering confidence in the '4' reading."
+  ]
+}
diff --git a/raw/sidecars/c1783614174408-3.plan.json b/raw/sidecars/c1783614174408-3.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..8b6c8ee3730e02c27ba61498bb12f5b41ffba076
--- /dev/null
+++ b/raw/sidecars/c1783614174408-3.plan.json
@@ -0,0 +1,15 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614174408-3",
+  "createdAt": "2026-07-09T16:22:54.415Z",
+  "image": "c1783614174408-3.jpg",
+  "set": {
+    "d4": 1,
+    "d6": 1,
+    "d8": 1,
+    "d10": 1,
+    "d12": 1,
+    "d20": 1
+  },
+  "planIndex": 2
+}
diff --git a/raw/sidecars/c1783614185771-4.json b/raw/sidecars/c1783614185771-4.json
new file mode 100644
index 0000000000000000000000000000000000000000..96b9863c5a417d024e066a8e0de22421d5d4e93c
--- /dev/null
+++ b/raw/sidecars/c1783614185771-4.json
@@ -0,0 +1,133 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614185771-4",
+  "createdAt": "2026-07-09T17:27:04.267460+00:00",
+  "model": "assistant-adjudicated",
+  "image": "c1783614185771-4.jpg",
+  "labels": [
+    {
+      "type": "d4",
+      "value": 3,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.6,
+        "y": 0.08,
+        "w": 0.14,
+        "h": 0.13
+      }
+    },
+    {
+      "type": "d10",
+      "value": 4,
+      "confidence": 0.8,
+      "box": {
+        "x": 0.74,
+        "y": 0.05,
+        "w": 0.16,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d12",
+      "value": 8,
+      "confidence": 0.8,
+      "box": {
+        "x": 0.18,
+        "y": 0.21,
+        "w": 0.2,
+        "h": 0.19
+      }
+    },
+    {
+      "type": "d6",
+      "value": 5,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.29,
+        "y": 0.46,
+        "w": 0.15,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d8",
+      "value": 5,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.1,
+        "y": 0.68,
+        "w": 0.16,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d20",
+      "value": 1,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.31,
+        "y": 0.66,
+        "w": 0.18,
+        "h": 0.17
+      }
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d12",
+      "value": 8,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.19,
+        "y": 0.2,
+        "w": 0.2,
+        "h": 0.22
+      }
+    },
+    {
+      "type": "d4",
+      "value": 2,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.6,
+        "y": 0.02,
+        "w": 0.13,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d10",
+      "value": 4,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.76,
+        "y": 0,
+        "w": 0.17,
+        "h": 0.18
+      }
+    },
+    {
+      "type": "d6",
+      "value": 5,
+      "confidence": 0.75,
+      "box": {
+        "x": 0.32,
+        "y": 0.5,
+        "w": 0.16,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d20",
+      "value": 1,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.31,
+        "y": 0.68,
+        "w": 0.22,
+        "h": 0.22
+      }
+    }
+  ],
+  "corrected": true
+}
diff --git a/raw/sidecars/c1783614185771-4.opus.json b/raw/sidecars/c1783614185771-4.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..ba728a29cd22da452db2c7efdb4bc7541a7a8670
--- /dev/null
+++ b/raw/sidecars/c1783614185771-4.opus.json
@@ -0,0 +1,67 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d12",
+      "value": 8,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.19,
+        "y": 0.2,
+        "w": 0.2,
+        "h": 0.22
+      }
+    },
+    {
+      "type": "d4",
+      "value": 2,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.6,
+        "y": 0.02,
+        "w": 0.13,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d10",
+      "value": 4,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.76,
+        "y": 0,
+        "w": 0.17,
+        "h": 0.18
+      }
+    },
+    {
+      "type": "d6",
+      "value": 5,
+      "confidence": 0.75,
+      "box": {
+        "x": 0.32,
+        "y": 0.5,
+        "w": 0.16,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d20",
+      "value": 1,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.31,
+        "y": 0.68,
+        "w": 0.22,
+        "h": 0.22
+      }
+    }
+  ],
+  "warnings": [
+    "d4 (blue) at top: only two side faces visible clearly, top face value uncertain, read as 2 with low confidence.",
+    "d10 (black) at top right: angle makes it hard to confirm top face; read as 4 but could be affected by tilt.",
+    "d20 (pink) at bottom: multiple numbers visible around edges (9,13,10,6, etc.), top face read as 1 but confidence is low due to angle.",
+    "d4 (yellow) at bottom left: orientation of digits unclear, read as 5 but could be misread due to no visible underline/dot.",
+    "dropped d4 with out-of-range value 5"
+  ]
+}
diff --git a/raw/sidecars/c1783614185771-4.plan.json b/raw/sidecars/c1783614185771-4.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..6ce0b9232bf4bc5b7783a75c0cd745d38634196e
--- /dev/null
+++ b/raw/sidecars/c1783614185771-4.plan.json
@@ -0,0 +1,15 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614185771-4",
+  "createdAt": "2026-07-09T16:23:05.778Z",
+  "image": "c1783614185771-4.jpg",
+  "set": {
+    "d4": 1,
+    "d6": 1,
+    "d8": 1,
+    "d10": 1,
+    "d12": 1,
+    "d20": 1
+  },
+  "planIndex": 3
+}
diff --git a/raw/sidecars/c1783614221870-5.json b/raw/sidecars/c1783614221870-5.json
new file mode 100644
index 0000000000000000000000000000000000000000..987b18e935efed059c40676d317479fa75967c6e
--- /dev/null
+++ b/raw/sidecars/c1783614221870-5.json
@@ -0,0 +1,144 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614221870-5",
+  "createdAt": "2026-07-09T17:27:04.267460+00:00",
+  "model": "assistant-adjudicated",
+  "image": "c1783614221870-5.jpg",
+  "labels": [
+    {
+      "type": "d4",
+      "value": 2,
+      "confidence": 0.3,
+      "box": {
+        "x": 0.33,
+        "y": 0.12,
+        "w": 0.2,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d10",
+      "value": 2,
+      "confidence": 0.8,
+      "box": {
+        "x": 0.53,
+        "y": 0.27,
+        "w": 0.17,
+        "h": 0.17
+      }
+    },
+    {
+      "type": "d12",
+      "value": 9,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.75,
+        "y": 0.36,
+        "w": 0.19,
+        "h": 0.18
+      }
+    },
+    {
+      "type": "d20",
+      "value": 3,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.5,
+        "y": 0.44,
+        "w": 0.19,
+        "h": 0.19
+      }
+    },
+    {
+      "type": "d8",
+      "value": 2,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.19,
+        "y": 0.61,
+        "w": 0.17,
+        "h": 0.17
+      }
+    },
+    {
+      "type": "d6",
+      "value": 3,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.09,
+        "y": 0.75,
+        "w": 0.15,
+        "h": 0.16
+      }
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d4",
+      "value": 2,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.34,
+        "y": 0.05,
+        "w": 0.22,
+        "h": 0.22
+      }
+    },
+    {
+      "type": "d20",
+      "value": 8,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.52,
+        "y": 0.28,
+        "w": 0.2,
+        "h": 0.22
+      }
+    },
+    {
+      "type": "d20",
+      "value": 3,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.5,
+        "y": 0.44,
+        "w": 0.2,
+        "h": 0.22
+      }
+    },
+    {
+      "type": "d12",
+      "value": 9,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.78,
+        "y": 0.34,
+        "w": 0.2,
+        "h": 0.2
+      }
+    },
+    {
+      "type": "d4",
+      "value": 2,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.14,
+        "y": 0.64,
+        "w": 0.18,
+        "h": 0.18
+      }
+    },
+    {
+      "type": "d6",
+      "value": 3,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.03,
+        "y": 0.76,
+        "w": 0.16,
+        "h": 0.18
+      }
+    }
+  ],
+  "corrected": true
+}
diff --git a/raw/sidecars/c1783614221870-5.opus.json b/raw/sidecars/c1783614221870-5.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..c1eda8202536c13d80a7e5c2af8567aca21c6cbf
--- /dev/null
+++ b/raw/sidecars/c1783614221870-5.opus.json
@@ -0,0 +1,78 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d4",
+      "value": 2,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.34,
+        "y": 0.05,
+        "w": 0.22,
+        "h": 0.22
+      }
+    },
+    {
+      "type": "d20",
+      "value": 8,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.52,
+        "y": 0.28,
+        "w": 0.2,
+        "h": 0.22
+      }
+    },
+    {
+      "type": "d20",
+      "value": 3,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.5,
+        "y": 0.44,
+        "w": 0.2,
+        "h": 0.22
+      }
+    },
+    {
+      "type": "d12",
+      "value": 9,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.78,
+        "y": 0.34,
+        "w": 0.2,
+        "h": 0.2
+      }
+    },
+    {
+      "type": "d4",
+      "value": 2,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.14,
+        "y": 0.64,
+        "w": 0.18,
+        "h": 0.18
+      }
+    },
+    {
+      "type": "d6",
+      "value": 3,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.03,
+        "y": 0.76,
+        "w": 0.16,
+        "h": 0.18
+      }
+    }
+  ],
+  "warnings": [
+    "Red pyramid at top (d4) is tilted on its edge/point, orientation of number uncertain - value 2 is a low-confidence guess based on visible face.",
+    "Yellow d4 in bottom-left is tilted, visible number could be 2 or another value depending on true top vertex.",
+    "Black d20 dice values (8 and 3) are read from angled top faces near a leaning cluster; nearby faces (9,6,11,7,2) are side faces, not top - confidence reduced.",
+    "Black d12 die's top face shows 9, but could be ambiguous with 6 depending on orientation mark; nearby digits 10, 7 are side faces.",
+    "Small mauve/pink d6 cube in bottom-left is partially occluded by the yellow d4 and its top face pips count is uncertain (guessed 3)."
+  ]
+}
diff --git a/raw/sidecars/c1783614221870-5.plan.json b/raw/sidecars/c1783614221870-5.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..dd5c2416ed42c373e9e315f9237ac220213bfd0a
--- /dev/null
+++ b/raw/sidecars/c1783614221870-5.plan.json
@@ -0,0 +1,15 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614221870-5",
+  "createdAt": "2026-07-09T16:23:41.877Z",
+  "image": "c1783614221870-5.jpg",
+  "set": {
+    "d4": 1,
+    "d6": 1,
+    "d8": 1,
+    "d10": 1,
+    "d12": 1,
+    "d20": 1
+  },
+  "planIndex": 4
+}
diff --git a/raw/sidecars/c1783614245613-6.json b/raw/sidecars/c1783614245613-6.json
new file mode 100644
index 0000000000000000000000000000000000000000..ae99bbdf2a588db72f9af3956d44de66016802c7
--- /dev/null
+++ b/raw/sidecars/c1783614245613-6.json
@@ -0,0 +1,144 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614245613-6",
+  "createdAt": "2026-07-09T17:27:04.267460+00:00",
+  "model": "assistant-adjudicated",
+  "image": "c1783614245613-6.jpg",
+  "labels": [
+    {
+      "type": "d8",
+      "value": 3,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.4,
+        "y": 0.13,
+        "w": 0.17,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d4",
+      "value": 4,
+      "confidence": 0.25,
+      "box": {
+        "x": 0.11,
+        "y": 0.44,
+        "w": 0.17,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d20",
+      "value": 10,
+      "confidence": 0.7,
+      "box": {
+        "x": 0.39,
+        "y": 0.6,
+        "w": 0.2,
+        "h": 0.19
+      }
+    },
+    {
+      "type": "d10",
+      "value": 4,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.66,
+        "y": 0.6,
+        "w": 0.15,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d12",
+      "value": 2,
+      "confidence": 0.75,
+      "box": {
+        "x": 0.79,
+        "y": 0.51,
+        "w": 0.19,
+        "h": 0.19
+      }
+    },
+    {
+      "type": "d6",
+      "value": 2,
+      "confidence": 0.7,
+      "box": {
+        "x": 0.08,
+        "y": 0.63,
+        "w": 0.15,
+        "h": 0.16
+      }
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d10",
+      "value": 3,
+      "confidence": 0.75,
+      "box": {
+        "x": 0.42,
+        "y": 0.11,
+        "w": 0.16,
+        "h": 0.18
+      }
+    },
+    {
+      "type": "d4",
+      "value": 4,
+      "confidence": 0.3,
+      "box": {
+        "x": 0.08,
+        "y": 0.42,
+        "w": 0.2,
+        "h": 0.22
+      }
+    },
+    {
+      "type": "d6",
+      "value": 1,
+      "confidence": 0.35,
+      "box": {
+        "x": 0.05,
+        "y": 0.68,
+        "w": 0.15,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d10",
+      "value": 10,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.41,
+        "y": 0.58,
+        "w": 0.18,
+        "h": 0.22
+      }
+    },
+    {
+      "type": "d10",
+      "value": 4,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.63,
+        "y": 0.58,
+        "w": 0.16,
+        "h": 0.2
+      }
+    },
+    {
+      "type": "d12",
+      "value": 1,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.82,
+        "y": 0.5,
+        "w": 0.17,
+        "h": 0.22
+      }
+    }
+  ],
+  "corrected": true
+}
diff --git a/raw/sidecars/c1783614245613-6.opus.json b/raw/sidecars/c1783614245613-6.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..90f8e9a48dd88c40536b9471980bf60460a9cb1d
--- /dev/null
+++ b/raw/sidecars/c1783614245613-6.opus.json
@@ -0,0 +1,78 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d10",
+      "value": 3,
+      "confidence": 0.75,
+      "box": {
+        "x": 0.42,
+        "y": 0.11,
+        "w": 0.16,
+        "h": 0.18
+      }
+    },
+    {
+      "type": "d4",
+      "value": 4,
+      "confidence": 0.3,
+      "box": {
+        "x": 0.08,
+        "y": 0.42,
+        "w": 0.2,
+        "h": 0.22
+      }
+    },
+    {
+      "type": "d6",
+      "value": 1,
+      "confidence": 0.35,
+      "box": {
+        "x": 0.05,
+        "y": 0.68,
+        "w": 0.15,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d10",
+      "value": 10,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.41,
+        "y": 0.58,
+        "w": 0.18,
+        "h": 0.22
+      }
+    },
+    {
+      "type": "d10",
+      "value": 4,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.63,
+        "y": 0.58,
+        "w": 0.16,
+        "h": 0.2
+      }
+    },
+    {
+      "type": "d12",
+      "value": 1,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.82,
+        "y": 0.5,
+        "w": 0.17,
+        "h": 0.22
+      }
+    }
+  ],
+  "warnings": [
+    "Pink d4 is tilted resting on edge/point, top face uncertain - reported best guess with low confidence.",
+    "Pink small d6 is glossy and value dots hard to distinguish, could be 1 or another low number.",
+    "Black d10 near center shows '17' and '10' visible on side faces, top face read as 10 but angle makes this uncertain.",
+    "Black d10 on right shows '9','6','4','0' around it, top face read as 4 but could be ambiguous due to angle.",
+    "Black d12 on far right shows multiple numbers ('6','1','2','3') due to angle, top face read as 1 with low confidence."
+  ]
+}
diff --git a/raw/sidecars/c1783614245613-6.plan.json b/raw/sidecars/c1783614245613-6.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..627a811421db26023f574093a45bff040df9dbeb
--- /dev/null
+++ b/raw/sidecars/c1783614245613-6.plan.json
@@ -0,0 +1,15 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614245613-6",
+  "createdAt": "2026-07-09T16:24:05.621Z",
+  "image": "c1783614245613-6.jpg",
+  "set": {
+    "d4": 1,
+    "d6": 1,
+    "d8": 1,
+    "d10": 1,
+    "d12": 1,
+    "d20": 1
+  },
+  "planIndex": 5
+}
diff --git a/raw/sidecars/c1783614267867-7.json b/raw/sidecars/c1783614267867-7.json
new file mode 100644
index 0000000000000000000000000000000000000000..cb426e1d466c15db7c7fbe3edd07f24420b24ead
--- /dev/null
+++ b/raw/sidecars/c1783614267867-7.json
@@ -0,0 +1,100 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614267867-7",
+  "createdAt": "2026-07-10T14:33:33.315Z",
+  "model": "reconciled:claude-sonnet-5",
+  "image": "c1783614267867-7.jpg",
+  "labels": [
+    {
+      "type": "d6",
+      "value": 5,
+      "box": {
+        "x": 0.17,
+        "y": 0.28,
+        "w": 0.15,
+        "h": 0.15
+      },
+      "confidence": 0.9
+    },
+    {
+      "type": "d6",
+      "value": 4,
+      "box": {
+        "x": 0,
+        "y": 0.4,
+        "w": 0.17,
+        "h": 0.15
+      },
+      "confidence": 0.9
+    },
+    {
+      "type": "d6",
+      "value": 4,
+      "box": {
+        "x": 0.55,
+        "y": 0.68,
+        "w": 0.16,
+        "h": 0.16
+      },
+      "confidence": 0.9
+    },
+    {
+      "type": "d6",
+      "value": 3,
+      "box": {
+        "x": 0.41,
+        "y": 0.53,
+        "w": 0.17,
+        "h": 0.16
+      },
+      "confidence": 0.85
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d6",
+      "value": 5,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.17,
+        "y": 0.28,
+        "w": 0.15,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d6",
+      "value": 4,
+      "confidence": 0.9,
+      "box": {
+        "x": 0,
+        "y": 0.4,
+        "w": 0.17,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d6",
+      "value": 3,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.41,
+        "y": 0.53,
+        "w": 0.17,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d6",
+      "value": 4,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.55,
+        "y": 0.68,
+        "w": 0.16,
+        "h": 0.16
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783614267867-7.opus.json b/raw/sidecars/c1783614267867-7.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..6d4a89fb9f4b4f4bf2a30bc6ea53d1de1519420b
--- /dev/null
+++ b/raw/sidecars/c1783614267867-7.opus.json
@@ -0,0 +1,50 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d6",
+      "value": 5,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.17,
+        "y": 0.28,
+        "w": 0.15,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d6",
+      "value": 4,
+      "confidence": 0.9,
+      "box": {
+        "x": 0,
+        "y": 0.4,
+        "w": 0.17,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d6",
+      "value": 3,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.41,
+        "y": 0.53,
+        "w": 0.17,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d6",
+      "value": 4,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.55,
+        "y": 0.68,
+        "w": 0.16,
+        "h": 0.16
+      }
+    }
+  ],
+  "warnings": []
+}
diff --git a/raw/sidecars/c1783614267867-7.plan.json b/raw/sidecars/c1783614267867-7.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..feb148f3991dcad20bbcbaaf7f2451f22ca499d8
--- /dev/null
+++ b/raw/sidecars/c1783614267867-7.plan.json
@@ -0,0 +1,10 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614267867-7",
+  "createdAt": "2026-07-09T16:24:27.874Z",
+  "image": "c1783614267867-7.jpg",
+  "set": {
+    "d6": 4
+  },
+  "planIndex": 6
+}
diff --git a/raw/sidecars/c1783614275839-8.json b/raw/sidecars/c1783614275839-8.json
new file mode 100644
index 0000000000000000000000000000000000000000..3c946ef63aba5a991fa95725a924007146cf888b
--- /dev/null
+++ b/raw/sidecars/c1783614275839-8.json
@@ -0,0 +1,100 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614275839-8",
+  "createdAt": "2026-07-10T14:33:33.334Z",
+  "model": "reconciled:claude-sonnet-5",
+  "image": "c1783614275839-8.jpg",
+  "labels": [
+    {
+      "type": "d6",
+      "value": 2,
+      "box": {
+        "x": 0.4,
+        "y": 0.13,
+        "w": 0.15,
+        "h": 0.15
+      },
+      "confidence": 0.9
+    },
+    {
+      "type": "d6",
+      "value": 2,
+      "box": {
+        "x": 0.04,
+        "y": 0.28,
+        "w": 0.17,
+        "h": 0.17
+      },
+      "confidence": 0.9
+    },
+    {
+      "type": "d6",
+      "value": 3,
+      "box": {
+        "x": 0.36,
+        "y": 0.66,
+        "w": 0.16,
+        "h": 0.16
+      },
+      "confidence": 0.9
+    },
+    {
+      "type": "d6",
+      "value": 6,
+      "box": {
+        "x": 0.05,
+        "y": 0.68,
+        "w": 0.18,
+        "h": 0.18
+      },
+      "confidence": 0.85
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d6",
+      "value": 2,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.4,
+        "y": 0.13,
+        "w": 0.15,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d6",
+      "value": 2,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.04,
+        "y": 0.28,
+        "w": 0.17,
+        "h": 0.17
+      }
+    },
+    {
+      "type": "d6",
+      "value": 6,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.05,
+        "y": 0.68,
+        "w": 0.18,
+        "h": 0.18
+      }
+    },
+    {
+      "type": "d6",
+      "value": 3,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.36,
+        "y": 0.66,
+        "w": 0.16,
+        "h": 0.16
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783614275839-8.opus.json b/raw/sidecars/c1783614275839-8.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..c434b4af1eef1bf1fdafc2358ec6dad7e07564e1
--- /dev/null
+++ b/raw/sidecars/c1783614275839-8.opus.json
@@ -0,0 +1,50 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d6",
+      "value": 2,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.4,
+        "y": 0.13,
+        "w": 0.15,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d6",
+      "value": 2,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.04,
+        "y": 0.28,
+        "w": 0.17,
+        "h": 0.17
+      }
+    },
+    {
+      "type": "d6",
+      "value": 6,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.05,
+        "y": 0.68,
+        "w": 0.18,
+        "h": 0.18
+      }
+    },
+    {
+      "type": "d6",
+      "value": 3,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.36,
+        "y": 0.66,
+        "w": 0.16,
+        "h": 0.16
+      }
+    }
+  ],
+  "warnings": []
+}
diff --git a/raw/sidecars/c1783614275839-8.plan.json b/raw/sidecars/c1783614275839-8.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..90eb146bc555b00beb492d56ef5c41e771a90c37
--- /dev/null
+++ b/raw/sidecars/c1783614275839-8.plan.json
@@ -0,0 +1,10 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614275839-8",
+  "createdAt": "2026-07-09T16:24:35.846Z",
+  "image": "c1783614275839-8.jpg",
+  "set": {
+    "d6": 4
+  },
+  "planIndex": 7
+}
diff --git a/raw/sidecars/c1783614286181-9.json b/raw/sidecars/c1783614286181-9.json
new file mode 100644
index 0000000000000000000000000000000000000000..6f0c42bb0471a396eec7fbf286e9b07551b5de3d
--- /dev/null
+++ b/raw/sidecars/c1783614286181-9.json
@@ -0,0 +1,100 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614286181-9",
+  "createdAt": "2026-07-09T17:27:04.267460+00:00",
+  "model": "assistant-adjudicated",
+  "image": "c1783614286181-9.jpg",
+  "labels": [
+    {
+      "type": "d6",
+      "value": 6,
+      "confidence": 0.95,
+      "box": {
+        "x": 0.19,
+        "y": 0.14,
+        "w": 0.15,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d6",
+      "value": 4,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.55,
+        "y": 0.13,
+        "w": 0.17,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d6",
+      "value": 1,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.08,
+        "y": 0.47,
+        "w": 0.15,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d6",
+      "value": 1,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.36,
+        "y": 0.48,
+        "w": 0.16,
+        "h": 0.16
+      }
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d6",
+      "value": 5,
+      "confidence": 0.95,
+      "box": {
+        "x": 0.21,
+        "y": 0.19,
+        "w": 0.14,
+        "h": 0.14
+      }
+    },
+    {
+      "type": "d6",
+      "value": 4,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.56,
+        "y": 0.13,
+        "w": 0.16,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d6",
+      "value": 1,
+      "confidence": 0.95,
+      "box": {
+        "x": 0.06,
+        "y": 0.46,
+        "w": 0.16,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d4",
+      "value": 1,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.36,
+        "y": 0.5,
+        "w": 0.16,
+        "h": 0.16
+      }
+    }
+  ],
+  "corrected": true
+}
diff --git a/raw/sidecars/c1783614286181-9.opus.json b/raw/sidecars/c1783614286181-9.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..c9a526b98b7291444bfaa1c84db59223267a20f6
--- /dev/null
+++ b/raw/sidecars/c1783614286181-9.opus.json
@@ -0,0 +1,53 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d6",
+      "value": 5,
+      "confidence": 0.95,
+      "box": {
+        "x": 0.21,
+        "y": 0.19,
+        "w": 0.14,
+        "h": 0.14
+      }
+    },
+    {
+      "type": "d6",
+      "value": 4,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.56,
+        "y": 0.13,
+        "w": 0.16,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d6",
+      "value": 1,
+      "confidence": 0.95,
+      "box": {
+        "x": 0.06,
+        "y": 0.46,
+        "w": 0.16,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d4",
+      "value": 1,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.36,
+        "y": 0.5,
+        "w": 0.16,
+        "h": 0.16
+      }
+    }
+  ],
+  "warnings": [
+    "The white diamond-shaped die in the bottom center appears to be a d4 or a d6 rotated 45°; only a single central pip is visible, and its true shape/orientation is uncertain, so value reading confidence is lowered.",
+    "There appears to be a faint square outline in the upper middle area of the tray that may be a die impression or shadow, but no actual die is visible there, so it was not reported."
+  ]
+}
diff --git a/raw/sidecars/c1783614286181-9.plan.json b/raw/sidecars/c1783614286181-9.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..5bcb47ed94dc4fd5b24c83e25938aabfa2e05301
--- /dev/null
+++ b/raw/sidecars/c1783614286181-9.plan.json
@@ -0,0 +1,10 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614286181-9",
+  "createdAt": "2026-07-09T16:24:46.192Z",
+  "image": "c1783614286181-9.jpg",
+  "set": {
+    "d6": 4
+  },
+  "planIndex": 8
+}
diff --git a/raw/sidecars/c1783614306271-a.json b/raw/sidecars/c1783614306271-a.json
new file mode 100644
index 0000000000000000000000000000000000000000..ab5f1a3348473f232f73ada61e62fcd1606c1475
--- /dev/null
+++ b/raw/sidecars/c1783614306271-a.json
@@ -0,0 +1,100 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614306271-a",
+  "createdAt": "2026-07-10T14:33:33.347Z",
+  "model": "reconciled:claude-sonnet-5",
+  "image": "c1783614306271-a.jpg",
+  "labels": [
+    {
+      "type": "d6",
+      "value": 3,
+      "box": {
+        "x": 0.06,
+        "y": 0.2,
+        "w": 0.15,
+        "h": 0.17
+      },
+      "confidence": 0.9
+    },
+    {
+      "type": "d6",
+      "value": 3,
+      "box": {
+        "x": 0.26,
+        "y": 0.82,
+        "w": 0.13,
+        "h": 0.15
+      },
+      "confidence": 0.9
+    },
+    {
+      "type": "d6",
+      "value": 5,
+      "box": {
+        "x": 0.63,
+        "y": 0.75,
+        "w": 0.14,
+        "h": 0.15
+      },
+      "confidence": 0.9
+    },
+    {
+      "type": "d6",
+      "value": 2,
+      "box": {
+        "x": 0.5,
+        "y": 0.66,
+        "w": 0.13,
+        "h": 0.14
+      },
+      "confidence": 0.85
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d6",
+      "value": 3,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.06,
+        "y": 0.2,
+        "w": 0.15,
+        "h": 0.17
+      }
+    },
+    {
+      "type": "d6",
+      "value": 3,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.26,
+        "y": 0.82,
+        "w": 0.13,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d6",
+      "value": 2,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.5,
+        "y": 0.66,
+        "w": 0.13,
+        "h": 0.14
+      }
+    },
+    {
+      "type": "d6",
+      "value": 5,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.63,
+        "y": 0.75,
+        "w": 0.14,
+        "h": 0.15
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783614306271-a.opus.json b/raw/sidecars/c1783614306271-a.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..5cdee3e61b4bc19d779cd9c54ba9bf0e90f31bea
--- /dev/null
+++ b/raw/sidecars/c1783614306271-a.opus.json
@@ -0,0 +1,50 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d6",
+      "value": 3,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.06,
+        "y": 0.2,
+        "w": 0.15,
+        "h": 0.17
+      }
+    },
+    {
+      "type": "d6",
+      "value": 3,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.26,
+        "y": 0.82,
+        "w": 0.13,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d6",
+      "value": 2,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.5,
+        "y": 0.66,
+        "w": 0.13,
+        "h": 0.14
+      }
+    },
+    {
+      "type": "d6",
+      "value": 5,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.63,
+        "y": 0.75,
+        "w": 0.14,
+        "h": 0.15
+      }
+    }
+  ],
+  "warnings": []
+}
diff --git a/raw/sidecars/c1783614306271-a.plan.json b/raw/sidecars/c1783614306271-a.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..44907c3fd48af6a1fba6eb24032c8886eb651e06
--- /dev/null
+++ b/raw/sidecars/c1783614306271-a.plan.json
@@ -0,0 +1,10 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614306271-a",
+  "createdAt": "2026-07-09T16:25:06.278Z",
+  "image": "c1783614306271-a.jpg",
+  "set": {
+    "d6": 4
+  },
+  "planIndex": 9
+}
diff --git a/raw/sidecars/c1783614320178-b.json b/raw/sidecars/c1783614320178-b.json
new file mode 100644
index 0000000000000000000000000000000000000000..b5ec1f16f576c14e13fe6d95d8627becf2b0a93d
--- /dev/null
+++ b/raw/sidecars/c1783614320178-b.json
@@ -0,0 +1,100 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614320178-b",
+  "createdAt": "2026-07-10T14:33:33.359Z",
+  "model": "reconciled:claude-sonnet-5",
+  "image": "c1783614320178-b.jpg",
+  "labels": [
+    {
+      "type": "d6",
+      "value": 5,
+      "box": {
+        "x": 0.335,
+        "y": 0.145,
+        "w": 0.155,
+        "h": 0.165
+      },
+      "confidence": 0.95
+    },
+    {
+      "type": "d6",
+      "value": 1,
+      "box": {
+        "x": 0.155,
+        "y": 0.535,
+        "w": 0.13,
+        "h": 0.135
+      },
+      "confidence": 0.9
+    },
+    {
+      "type": "d6",
+      "value": 1,
+      "box": {
+        "x": 0.29,
+        "y": 0.72,
+        "w": 0.125,
+        "h": 0.13
+      },
+      "confidence": 0.9
+    },
+    {
+      "type": "d6",
+      "value": 3,
+      "box": {
+        "x": 0.735,
+        "y": 0.545,
+        "w": 0.135,
+        "h": 0.14
+      },
+      "confidence": 0.9
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d6",
+      "value": 5,
+      "confidence": 0.95,
+      "box": {
+        "x": 0.335,
+        "y": 0.145,
+        "w": 0.155,
+        "h": 0.165
+      }
+    },
+    {
+      "type": "d6",
+      "value": 1,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.155,
+        "y": 0.535,
+        "w": 0.13,
+        "h": 0.135
+      }
+    },
+    {
+      "type": "d6",
+      "value": 1,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.29,
+        "y": 0.72,
+        "w": 0.125,
+        "h": 0.13
+      }
+    },
+    {
+      "type": "d6",
+      "value": 3,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.735,
+        "y": 0.545,
+        "w": 0.135,
+        "h": 0.14
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783614320178-b.opus.json b/raw/sidecars/c1783614320178-b.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..4b01902d4a01718ca993174a5cfa620e61e599ff
--- /dev/null
+++ b/raw/sidecars/c1783614320178-b.opus.json
@@ -0,0 +1,50 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d6",
+      "value": 5,
+      "confidence": 0.95,
+      "box": {
+        "x": 0.335,
+        "y": 0.145,
+        "w": 0.155,
+        "h": 0.165
+      }
+    },
+    {
+      "type": "d6",
+      "value": 1,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.155,
+        "y": 0.535,
+        "w": 0.13,
+        "h": 0.135
+      }
+    },
+    {
+      "type": "d6",
+      "value": 1,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.29,
+        "y": 0.72,
+        "w": 0.125,
+        "h": 0.13
+      }
+    },
+    {
+      "type": "d6",
+      "value": 3,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.735,
+        "y": 0.545,
+        "w": 0.135,
+        "h": 0.14
+      }
+    }
+  ],
+  "warnings": []
+}
diff --git a/raw/sidecars/c1783614320178-b.plan.json b/raw/sidecars/c1783614320178-b.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..c2a908ef508148c108724565296af431868b9ac6
--- /dev/null
+++ b/raw/sidecars/c1783614320178-b.plan.json
@@ -0,0 +1,10 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614320178-b",
+  "createdAt": "2026-07-09T16:25:20.185Z",
+  "image": "c1783614320178-b.jpg",
+  "set": {
+    "d6": 4
+  },
+  "planIndex": 10
+}
diff --git a/raw/sidecars/c1783614341157-c.json b/raw/sidecars/c1783614341157-c.json
new file mode 100644
index 0000000000000000000000000000000000000000..4921e5f9b068f773b15a934e72d8973020ff3d86
--- /dev/null
+++ b/raw/sidecars/c1783614341157-c.json
@@ -0,0 +1,56 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614341157-c",
+  "createdAt": "2026-07-10T14:33:33.377Z",
+  "model": "reconciled:claude-sonnet-5",
+  "image": "c1783614341157-c.jpg",
+  "labels": [
+    {
+      "type": "d10",
+      "value": 2,
+      "box": {
+        "x": 0.17,
+        "y": 0.79,
+        "w": 0.14,
+        "h": 0.16
+      },
+      "confidence": 0.55
+    },
+    {
+      "type": "d10",
+      "value": 3,
+      "box": {
+        "x": 0.06,
+        "y": 0.76,
+        "w": 0.13,
+        "h": 0.15
+      },
+      "confidence": 0.5
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d10",
+      "value": 3,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.06,
+        "y": 0.76,
+        "w": 0.13,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d10",
+      "value": 2,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.17,
+        "y": 0.79,
+        "w": 0.14,
+        "h": 0.16
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783614341157-c.opus.json b/raw/sidecars/c1783614341157-c.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..614bed985407a1446901ba4326aac73518e78894
--- /dev/null
+++ b/raw/sidecars/c1783614341157-c.opus.json
@@ -0,0 +1,32 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d10",
+      "value": 3,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.06,
+        "y": 0.76,
+        "w": 0.13,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d10",
+      "value": 2,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.17,
+        "y": 0.79,
+        "w": 0.14,
+        "h": 0.16
+      }
+    }
+  ],
+  "warnings": [
+    "Pink d10 top face partially ambiguous due to angle; could be 3 with underline orientation uncertain.",
+    "Black d10 shows overlapping numbers (8, 2, and partial 9/6) due to tilt; read top face as 2 but confidence lowered.",
+    "Lighting glare on tray reduces contrast, making precise die orientation harder to confirm."
+  ]
+}
diff --git a/raw/sidecars/c1783614341157-c.plan.json b/raw/sidecars/c1783614341157-c.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..a88b38a793cc19463cda6dcef11c33f10c8aabb3
--- /dev/null
+++ b/raw/sidecars/c1783614341157-c.plan.json
@@ -0,0 +1,10 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614341157-c",
+  "createdAt": "2026-07-09T16:25:41.163Z",
+  "image": "c1783614341157-c.jpg",
+  "set": {
+    "d10": 2
+  },
+  "planIndex": 11
+}
diff --git a/raw/sidecars/c1783614370642-d.json b/raw/sidecars/c1783614370642-d.json
new file mode 100644
index 0000000000000000000000000000000000000000..edf9efc15d7861a91d8d9d08a7355f037791d0f8
--- /dev/null
+++ b/raw/sidecars/c1783614370642-d.json
@@ -0,0 +1,56 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614370642-d",
+  "createdAt": "2026-07-10T14:33:33.389Z",
+  "model": "reconciled:claude-sonnet-5",
+  "image": "c1783614370642-d.jpg",
+  "labels": [
+    {
+      "type": "d10",
+      "value": 5,
+      "box": {
+        "x": 0.07,
+        "y": 0.34,
+        "w": 0.14,
+        "h": 0.14
+      },
+      "confidence": 0.55
+    },
+    {
+      "type": "d10",
+      "value": 3,
+      "box": {
+        "x": 0.71,
+        "y": 0.69,
+        "w": 0.13,
+        "h": 0.15
+      },
+      "confidence": 0.55
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d10",
+      "value": 5,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.07,
+        "y": 0.34,
+        "w": 0.14,
+        "h": 0.14
+      }
+    },
+    {
+      "type": "d10",
+      "value": 3,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.71,
+        "y": 0.69,
+        "w": 0.13,
+        "h": 0.15
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783614370642-d.opus.json b/raw/sidecars/c1783614370642-d.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..07ded229f8344f0d6229029a8833a7f987780511
--- /dev/null
+++ b/raw/sidecars/c1783614370642-d.opus.json
@@ -0,0 +1,32 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d10",
+      "value": 5,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.07,
+        "y": 0.34,
+        "w": 0.14,
+        "h": 0.14
+      }
+    },
+    {
+      "type": "d10",
+      "value": 3,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.71,
+        "y": 0.69,
+        "w": 0.13,
+        "h": 0.15
+      }
+    }
+  ],
+  "warnings": [
+    "Yellow d10 top face is angled and shows multiple digits (7, 3, 5) near the edges - taking the most upward-facing digit (5) but confidence is reduced due to tilt.",
+    "Black d10 top face is also angled with visible digits (7, 3, 5) - top face read as 3 but could be ambiguous due to tilt.",
+    "Neither die's underline/dot orientation marks are clearly visible, so exact top-face determination is uncertain."
+  ]
+}
diff --git a/raw/sidecars/c1783614370642-d.plan.json b/raw/sidecars/c1783614370642-d.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..f453cf23caa15f3480490a4f0b56fc862d95168b
--- /dev/null
+++ b/raw/sidecars/c1783614370642-d.plan.json
@@ -0,0 +1,10 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614370642-d",
+  "createdAt": "2026-07-09T16:26:10.648Z",
+  "image": "c1783614370642-d.jpg",
+  "set": {
+    "d10": 2
+  },
+  "planIndex": 12
+}
diff --git a/raw/sidecars/c1783614383305-e.json b/raw/sidecars/c1783614383305-e.json
new file mode 100644
index 0000000000000000000000000000000000000000..9f60cec4e3c2afb405e620988145c1ee13f6bb88
--- /dev/null
+++ b/raw/sidecars/c1783614383305-e.json
@@ -0,0 +1,56 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614383305-e",
+  "createdAt": "2026-07-10T14:33:33.399Z",
+  "model": "reconciled:claude-sonnet-5",
+  "image": "c1783614383305-e.jpg",
+  "labels": [
+    {
+      "type": "d10",
+      "value": 0,
+      "box": {
+        "x": 0.29,
+        "y": 0.46,
+        "w": 0.19,
+        "h": 0.19
+      },
+      "confidence": 0.5
+    },
+    {
+      "type": "d10",
+      "value": 0,
+      "box": {
+        "x": 0.47,
+        "y": 0.6,
+        "w": 0.13,
+        "h": 0.15
+      },
+      "confidence": 0.4
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d10",
+      "value": 0,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.29,
+        "y": 0.46,
+        "w": 0.19,
+        "h": 0.19
+      }
+    },
+    {
+      "type": "d10",
+      "value": 0,
+      "confidence": 0.4,
+      "box": {
+        "x": 0.47,
+        "y": 0.6,
+        "w": 0.13,
+        "h": 0.15
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783614383305-e.opus.json b/raw/sidecars/c1783614383305-e.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..6f0ebf46f1cb082b5a12265f18ba014f9e44c67d
--- /dev/null
+++ b/raw/sidecars/c1783614383305-e.opus.json
@@ -0,0 +1,31 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d10",
+      "value": 0,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.29,
+        "y": 0.46,
+        "w": 0.19,
+        "h": 0.19
+      }
+    },
+    {
+      "type": "d10",
+      "value": 0,
+      "confidence": 0.4,
+      "box": {
+        "x": 0.47,
+        "y": 0.6,
+        "w": 0.13,
+        "h": 0.15
+      }
+    }
+  ],
+  "warnings": [
+    "Black d10 shows both 8 and 0 near the top edge with the die tilted; exact upward face uncertain, best guess 0.",
+    "Pink d10 is tilted/leaning, showing 0 and 8 on visible faces; top face unclear, low confidence."
+  ]
+}
diff --git a/raw/sidecars/c1783614383305-e.plan.json b/raw/sidecars/c1783614383305-e.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..2d78042b28ee809a5b0c31f8e676d834eba207cb
--- /dev/null
+++ b/raw/sidecars/c1783614383305-e.plan.json
@@ -0,0 +1,10 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614383305-e",
+  "createdAt": "2026-07-09T16:26:23.312Z",
+  "image": "c1783614383305-e.jpg",
+  "set": {
+    "d10": 2
+  },
+  "planIndex": 13
+}
diff --git a/raw/sidecars/c1783614402331-f.json b/raw/sidecars/c1783614402331-f.json
new file mode 100644
index 0000000000000000000000000000000000000000..b044c2af026b8aeb63a2787ea1af2e6ef731645f
--- /dev/null
+++ b/raw/sidecars/c1783614402331-f.json
@@ -0,0 +1,56 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614402331-f",
+  "createdAt": "2026-07-10T14:33:33.409Z",
+  "model": "reconciled:claude-sonnet-5",
+  "image": "c1783614402331-f.jpg",
+  "labels": [
+    {
+      "type": "d10",
+      "value": 0,
+      "box": {
+        "x": 0.14,
+        "y": 0.83,
+        "w": 0.13,
+        "h": 0.16
+      },
+      "confidence": 0.6
+    },
+    {
+      "type": "d10",
+      "value": 5,
+      "box": {
+        "x": 0.65,
+        "y": 0.75,
+        "w": 0.13,
+        "h": 0.18
+      },
+      "confidence": 0.55
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d10",
+      "value": 0,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.14,
+        "y": 0.83,
+        "w": 0.13,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d10",
+      "value": 5,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.65,
+        "y": 0.75,
+        "w": 0.13,
+        "h": 0.18
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783614402331-f.opus.json b/raw/sidecars/c1783614402331-f.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..0c7ed530585b5d989954a1fcd47c36d5e7d29e96
--- /dev/null
+++ b/raw/sidecars/c1783614402331-f.opus.json
@@ -0,0 +1,31 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d10",
+      "value": 0,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.14,
+        "y": 0.83,
+        "w": 0.13,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d10",
+      "value": 5,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.65,
+        "y": 0.75,
+        "w": 0.13,
+        "h": 0.18
+      }
+    }
+  ],
+  "warnings": [
+    "Black d10 shows '0' but die is tilted, orientation of top face uncertain, could be reading angled side face rather than true top.",
+    "Blue d10 shows '5' but adjacent face '3' also visible suggesting die is tilted; top face reading uncertain, could be 5 or 6."
+  ]
+}
diff --git a/raw/sidecars/c1783614402331-f.plan.json b/raw/sidecars/c1783614402331-f.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..55cd682061b3cc993748b682b0c22d11eaa7769e
--- /dev/null
+++ b/raw/sidecars/c1783614402331-f.plan.json
@@ -0,0 +1,10 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614402331-f",
+  "createdAt": "2026-07-09T16:26:42.338Z",
+  "image": "c1783614402331-f.jpg",
+  "set": {
+    "d10": 2
+  },
+  "planIndex": 14
+}
diff --git a/raw/sidecars/c1783614419419-g.json b/raw/sidecars/c1783614419419-g.json
new file mode 100644
index 0000000000000000000000000000000000000000..8fb3a75f17d75e839cc628ebce957f630c425c9f
--- /dev/null
+++ b/raw/sidecars/c1783614419419-g.json
@@ -0,0 +1,56 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614419419-g",
+  "createdAt": "2026-07-10T14:33:33.419Z",
+  "model": "reconciled:claude-sonnet-5",
+  "image": "c1783614419419-g.jpg",
+  "labels": [
+    {
+      "type": "d10",
+      "value": 0,
+      "box": {
+        "x": 0.03,
+        "y": 0.79,
+        "w": 0.13,
+        "h": 0.17
+      },
+      "confidence": 0.6
+    },
+    {
+      "type": "d10",
+      "value": 1,
+      "box": {
+        "x": 0.35,
+        "y": 0.81,
+        "w": 0.13,
+        "h": 0.17
+      },
+      "confidence": 0.55
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d10",
+      "value": 0,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.03,
+        "y": 0.79,
+        "w": 0.13,
+        "h": 0.17
+      }
+    },
+    {
+      "type": "d10",
+      "value": 1,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.35,
+        "y": 0.81,
+        "w": 0.13,
+        "h": 0.17
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783614419419-g.opus.json b/raw/sidecars/c1783614419419-g.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..b06987aacb04ea421431338850d2795f866c7db2
--- /dev/null
+++ b/raw/sidecars/c1783614419419-g.opus.json
@@ -0,0 +1,31 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d10",
+      "value": 0,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.03,
+        "y": 0.79,
+        "w": 0.13,
+        "h": 0.17
+      }
+    },
+    {
+      "type": "d10",
+      "value": 1,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.35,
+        "y": 0.81,
+        "w": 0.13,
+        "h": 0.17
+      }
+    }
+  ],
+  "warnings": [
+    "Red d10 top face partially obscured/angled; reading '0' but could be misread due to glare.",
+    "Blue d10 shows '1' but orientation mark unclear, could be ambiguous with other digits."
+  ]
+}
diff --git a/raw/sidecars/c1783614419419-g.plan.json b/raw/sidecars/c1783614419419-g.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..83546987d4c167daff589db2057d70e7e71eecb4
--- /dev/null
+++ b/raw/sidecars/c1783614419419-g.plan.json
@@ -0,0 +1,10 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614419419-g",
+  "createdAt": "2026-07-09T16:26:59.426Z",
+  "image": "c1783614419419-g.jpg",
+  "set": {
+    "d10": 2
+  },
+  "planIndex": 15
+}
diff --git a/raw/sidecars/c1783614427927-h.json b/raw/sidecars/c1783614427927-h.json
new file mode 100644
index 0000000000000000000000000000000000000000..3a60ff5c490e216c4287aefbabe56b818384c446
--- /dev/null
+++ b/raw/sidecars/c1783614427927-h.json
@@ -0,0 +1,56 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614427927-h",
+  "createdAt": "2026-07-10T14:33:33.431Z",
+  "model": "reconciled:claude-sonnet-5",
+  "image": "c1783614427927-h.jpg",
+  "labels": [
+    {
+      "type": "d10",
+      "value": 8,
+      "box": {
+        "x": 0,
+        "y": 0.42,
+        "w": 0.18,
+        "h": 0.2
+      },
+      "confidence": 0.45
+    },
+    {
+      "type": "d10",
+      "value": 8,
+      "box": {
+        "x": 0.12,
+        "y": 0.63,
+        "w": 0.16,
+        "h": 0.19
+      },
+      "confidence": 0.4
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d10",
+      "value": 8,
+      "confidence": 0.45,
+      "box": {
+        "x": 0,
+        "y": 0.42,
+        "w": 0.18,
+        "h": 0.2
+      }
+    },
+    {
+      "type": "d10",
+      "value": 8,
+      "confidence": 0.4,
+      "box": {
+        "x": 0.12,
+        "y": 0.63,
+        "w": 0.16,
+        "h": 0.19
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783614427927-h.opus.json b/raw/sidecars/c1783614427927-h.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..a163d3985686a277a620a743afde9f2f5bf4630a
--- /dev/null
+++ b/raw/sidecars/c1783614427927-h.opus.json
@@ -0,0 +1,31 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d10",
+      "value": 8,
+      "confidence": 0.45,
+      "box": {
+        "x": 0,
+        "y": 0.42,
+        "w": 0.18,
+        "h": 0.2
+      }
+    },
+    {
+      "type": "d10",
+      "value": 8,
+      "confidence": 0.4,
+      "box": {
+        "x": 0.12,
+        "y": 0.63,
+        "w": 0.16,
+        "h": 0.19
+      }
+    }
+  ],
+  "warnings": [
+    "Both dice are tilted/leaning against the tray edge, showing multiple side faces (6/9, 2, 8) rather than a clear top face; the reading of 8 as the up-facing value is uncertain.",
+    "Numbers 6 and 9 are ambiguous without a clear orientation mark visible in the image."
+  ]
+}
diff --git a/raw/sidecars/c1783614427927-h.plan.json b/raw/sidecars/c1783614427927-h.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..cfcf847361fa89447f61290f54038e2a81e92b6b
--- /dev/null
+++ b/raw/sidecars/c1783614427927-h.plan.json
@@ -0,0 +1,10 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614427927-h",
+  "createdAt": "2026-07-09T16:27:07.934Z",
+  "image": "c1783614427927-h.jpg",
+  "set": {
+    "d10": 2
+  },
+  "planIndex": 16
+}
diff --git a/raw/sidecars/c1783614435048-i.json b/raw/sidecars/c1783614435048-i.json
new file mode 100644
index 0000000000000000000000000000000000000000..e5cc3a59e8cfde1a41e7b29189e02572930928fd
--- /dev/null
+++ b/raw/sidecars/c1783614435048-i.json
@@ -0,0 +1,56 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614435048-i",
+  "createdAt": "2026-07-10T14:33:33.440Z",
+  "model": "reconciled:claude-sonnet-5",
+  "image": "c1783614435048-i.jpg",
+  "labels": [
+    {
+      "type": "d10",
+      "value": 4,
+      "box": {
+        "x": 0.03,
+        "y": 0.72,
+        "w": 0.15,
+        "h": 0.15
+      },
+      "confidence": 0.7
+    },
+    {
+      "type": "d10",
+      "value": 8,
+      "box": {
+        "x": 0.16,
+        "y": 0.83,
+        "w": 0.15,
+        "h": 0.15
+      },
+      "confidence": 0.65
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d10",
+      "value": 4,
+      "confidence": 0.7,
+      "box": {
+        "x": 0.03,
+        "y": 0.72,
+        "w": 0.15,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d10",
+      "value": 8,
+      "confidence": 0.65,
+      "box": {
+        "x": 0.16,
+        "y": 0.83,
+        "w": 0.15,
+        "h": 0.15
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783614435048-i.opus.json b/raw/sidecars/c1783614435048-i.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..74eed479164ebc6af95751e95ae28b30c0ede3a1
--- /dev/null
+++ b/raw/sidecars/c1783614435048-i.opus.json
@@ -0,0 +1,31 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d10",
+      "value": 4,
+      "confidence": 0.7,
+      "box": {
+        "x": 0.03,
+        "y": 0.72,
+        "w": 0.15,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d10",
+      "value": 8,
+      "confidence": 0.65,
+      "box": {
+        "x": 0.16,
+        "y": 0.83,
+        "w": 0.15,
+        "h": 0.15
+      }
+    }
+  ],
+  "warnings": [
+    "Blue d10 shows '4' clearly but adjacent faces '0' and '6' are partially visible at edges; top face read as 4 with moderate confidence.",
+    "Red d10 shows '8' as top face but angle makes it slightly uncertain; could be tilted."
+  ]
+}
diff --git a/raw/sidecars/c1783614435048-i.plan.json b/raw/sidecars/c1783614435048-i.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..83fba977ce597faef2e694d690485f5c29dbc1c6
--- /dev/null
+++ b/raw/sidecars/c1783614435048-i.plan.json
@@ -0,0 +1,10 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614435048-i",
+  "createdAt": "2026-07-09T16:27:15.055Z",
+  "image": "c1783614435048-i.jpg",
+  "set": {
+    "d10": 2
+  },
+  "planIndex": 17
+}
diff --git a/raw/sidecars/c1783614443049-j.json b/raw/sidecars/c1783614443049-j.json
new file mode 100644
index 0000000000000000000000000000000000000000..8b6dc5864f50000e680abed4b0a29bbc9f3a72b9
--- /dev/null
+++ b/raw/sidecars/c1783614443049-j.json
@@ -0,0 +1,56 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614443049-j",
+  "createdAt": "2026-07-10T14:33:33.448Z",
+  "model": "reconciled:claude-sonnet-5",
+  "image": "c1783614443049-j.jpg",
+  "labels": [
+    {
+      "type": "d10",
+      "value": 5,
+      "box": {
+        "x": 0.68,
+        "y": 0.24,
+        "w": 0.15,
+        "h": 0.16
+      },
+      "confidence": 0.55
+    },
+    {
+      "type": "d10",
+      "value": 6,
+      "box": {
+        "x": 0.72,
+        "y": 0.79,
+        "w": 0.14,
+        "h": 0.15
+      },
+      "confidence": 0.5
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d10",
+      "value": 5,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.68,
+        "y": 0.24,
+        "w": 0.15,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d10",
+      "value": 6,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.72,
+        "y": 0.79,
+        "w": 0.14,
+        "h": 0.15
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783614443049-j.opus.json b/raw/sidecars/c1783614443049-j.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..50ba6e09b553e69099123f1caef2c8c1fa0687a6
--- /dev/null
+++ b/raw/sidecars/c1783614443049-j.opus.json
@@ -0,0 +1,31 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d10",
+      "value": 5,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.68,
+        "y": 0.24,
+        "w": 0.15,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d10",
+      "value": 6,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.72,
+        "y": 0.79,
+        "w": 0.14,
+        "h": 0.15
+      }
+    }
+  ],
+  "warnings": [
+    "Red d10: top face shows overlapping digits (5 and 9 visible on adjacent faces); die appears slightly tilted, read as 5 with reduced confidence.",
+    "Blue d10: top face ambiguous, could be 6 or 9 depending on orientation mark; die appears slightly tilted near tray edge."
+  ]
+}
diff --git a/raw/sidecars/c1783614443049-j.plan.json b/raw/sidecars/c1783614443049-j.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..6bb9be72bb46aa8f4f81153929b62c7701a0169c
--- /dev/null
+++ b/raw/sidecars/c1783614443049-j.plan.json
@@ -0,0 +1,10 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614443049-j",
+  "createdAt": "2026-07-09T16:27:23.056Z",
+  "image": "c1783614443049-j.jpg",
+  "set": {
+    "d10": 2
+  },
+  "planIndex": 18
+}
diff --git a/raw/sidecars/c1783614450792-k.json b/raw/sidecars/c1783614450792-k.json
new file mode 100644
index 0000000000000000000000000000000000000000..51aebe1717adeeb780e26037f1f0e3a665997656
--- /dev/null
+++ b/raw/sidecars/c1783614450792-k.json
@@ -0,0 +1,56 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614450792-k",
+  "createdAt": "2026-07-10T14:33:33.463Z",
+  "model": "reconciled:claude-sonnet-5",
+  "image": "c1783614450792-k.jpg",
+  "labels": [
+    {
+      "type": "d10",
+      "value": 6,
+      "box": {
+        "x": 0.6,
+        "y": 0.02,
+        "w": 0.16,
+        "h": 0.17
+      },
+      "confidence": 0.5
+    },
+    {
+      "type": "d10",
+      "value": 6,
+      "box": {
+        "x": 0.12,
+        "y": 0.78,
+        "w": 0.16,
+        "h": 0.17
+      },
+      "confidence": 0.5
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d10",
+      "value": 6,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.6,
+        "y": 0.02,
+        "w": 0.16,
+        "h": 0.17
+      }
+    },
+    {
+      "type": "d10",
+      "value": 6,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.12,
+        "y": 0.78,
+        "w": 0.16,
+        "h": 0.17
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783614450792-k.opus.json b/raw/sidecars/c1783614450792-k.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..17a35fe8a938331bb14ba221aa72aa3d86215276
--- /dev/null
+++ b/raw/sidecars/c1783614450792-k.opus.json
@@ -0,0 +1,31 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d10",
+      "value": 6,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.6,
+        "y": 0.02,
+        "w": 0.16,
+        "h": 0.17
+      }
+    },
+    {
+      "type": "d10",
+      "value": 6,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.12,
+        "y": 0.78,
+        "w": 0.16,
+        "h": 0.17
+      }
+    }
+  ],
+  "warnings": [
+    "Blue d10: could not clearly confirm underline orientation, value could be 6 or 9.",
+    "Red d10: could not clearly confirm underline orientation, value could be 6 or 9."
+  ]
+}
diff --git a/raw/sidecars/c1783614450792-k.plan.json b/raw/sidecars/c1783614450792-k.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..1f3cc67a9e1f23f91843a763a9842e9ed23db148
--- /dev/null
+++ b/raw/sidecars/c1783614450792-k.plan.json
@@ -0,0 +1,10 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614450792-k",
+  "createdAt": "2026-07-09T16:27:30.799Z",
+  "image": "c1783614450792-k.jpg",
+  "set": {
+    "d10": 2
+  },
+  "planIndex": 19
+}
diff --git a/raw/sidecars/c1783614457116-l.json b/raw/sidecars/c1783614457116-l.json
new file mode 100644
index 0000000000000000000000000000000000000000..0effcac32d80f0eb73b374495396150712e64e3f
--- /dev/null
+++ b/raw/sidecars/c1783614457116-l.json
@@ -0,0 +1,56 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614457116-l",
+  "createdAt": "2026-07-10T14:33:33.473Z",
+  "model": "reconciled:claude-sonnet-5",
+  "image": "c1783614457116-l.jpg",
+  "labels": [
+    {
+      "type": "d10",
+      "value": 9,
+      "box": {
+        "x": 0.04,
+        "y": 0.12,
+        "w": 0.2,
+        "h": 0.2
+      },
+      "confidence": 0.55
+    },
+    {
+      "type": "d10",
+      "value": 2,
+      "box": {
+        "x": 0,
+        "y": 0.32,
+        "w": 0.2,
+        "h": 0.2
+      },
+      "confidence": 0.5
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d10",
+      "value": 9,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.04,
+        "y": 0.12,
+        "w": 0.2,
+        "h": 0.2
+      }
+    },
+    {
+      "type": "d10",
+      "value": 2,
+      "confidence": 0.5,
+      "box": {
+        "x": 0,
+        "y": 0.32,
+        "w": 0.2,
+        "h": 0.2
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783614457116-l.opus.json b/raw/sidecars/c1783614457116-l.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..ed262c38755123181a3af324f215e5f00b6dd7b3
--- /dev/null
+++ b/raw/sidecars/c1783614457116-l.opus.json
@@ -0,0 +1,31 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d10",
+      "value": 9,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.04,
+        "y": 0.12,
+        "w": 0.2,
+        "h": 0.2
+      }
+    },
+    {
+      "type": "d10",
+      "value": 2,
+      "confidence": 0.5,
+      "box": {
+        "x": 0,
+        "y": 0.32,
+        "w": 0.2,
+        "h": 0.2
+      }
+    }
+  ],
+  "warnings": [
+    "Blue d10 top face shows '9' but orientation mark unclear, could be 6 or 9.",
+    "Red d10 top face shows '2' but could be misread as similar digit due to angle and glare."
+  ]
+}
diff --git a/raw/sidecars/c1783614457116-l.plan.json b/raw/sidecars/c1783614457116-l.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..5e9fef13f025186b52c1db1359ec15b819526794
--- /dev/null
+++ b/raw/sidecars/c1783614457116-l.plan.json
@@ -0,0 +1,10 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614457116-l",
+  "createdAt": "2026-07-09T16:27:37.119Z",
+  "image": "c1783614457116-l.jpg",
+  "set": {
+    "d10": 2
+  },
+  "planIndex": 20
+}
diff --git a/raw/sidecars/c1783614484067-m.json b/raw/sidecars/c1783614484067-m.json
new file mode 100644
index 0000000000000000000000000000000000000000..c2f1019a1f89b387d34a6e34ea7d4d1d4521333e
--- /dev/null
+++ b/raw/sidecars/c1783614484067-m.json
@@ -0,0 +1,56 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614484067-m",
+  "createdAt": "2026-07-09T17:16:08.269784+00:00",
+  "model": "claude-sonnet-5",
+  "image": "c1783614484067-m.jpg",
+  "labels": [
+    {
+      "type": "d8",
+      "value": 5,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.03,
+        "y": 0.66,
+        "w": 0.14,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d8",
+      "value": 1,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.53,
+        "y": 0.82,
+        "w": 0.15,
+        "h": 0.15
+      }
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d10",
+      "value": 5,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.03,
+        "y": 0.66,
+        "w": 0.14,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d8",
+      "value": 1,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.53,
+        "y": 0.82,
+        "w": 0.15,
+        "h": 0.15
+      }
+    }
+  ],
+  "corrected": true
+}
diff --git a/raw/sidecars/c1783614484067-m.opus.json b/raw/sidecars/c1783614484067-m.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..9233f88091e0e40138c87481d05d83d5f0fd1878
--- /dev/null
+++ b/raw/sidecars/c1783614484067-m.opus.json
@@ -0,0 +1,30 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d10",
+      "value": 5,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.03,
+        "y": 0.66,
+        "w": 0.14,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d8",
+      "value": 1,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.53,
+        "y": 0.82,
+        "w": 0.15,
+        "h": 0.15
+      }
+    }
+  ],
+  "warnings": [
+    "Green d8 at bottom is partially cut off by the image edge and slightly angled, making the top face reading less certain (value read as 1)."
+  ]
+}
diff --git a/raw/sidecars/c1783614484067-m.plan.json b/raw/sidecars/c1783614484067-m.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..03612208ad1c23f6552ed5a8959d49dd575e4383
--- /dev/null
+++ b/raw/sidecars/c1783614484067-m.plan.json
@@ -0,0 +1,10 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614484067-m",
+  "createdAt": "2026-07-09T16:28:04.074Z",
+  "image": "c1783614484067-m.jpg",
+  "set": {
+    "d8": 2
+  },
+  "planIndex": 21
+}
diff --git a/raw/sidecars/c1783614490468-n.json b/raw/sidecars/c1783614490468-n.json
new file mode 100644
index 0000000000000000000000000000000000000000..e4cb2e9413de46b103d0eb37fac13d2041606f37
--- /dev/null
+++ b/raw/sidecars/c1783614490468-n.json
@@ -0,0 +1,56 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614490468-n",
+  "createdAt": "2026-07-09T17:16:08.269784+00:00",
+  "model": "claude-sonnet-5",
+  "image": "c1783614490468-n.jpg",
+  "labels": [
+    {
+      "type": "d8",
+      "value": 7,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.53,
+        "y": 0.66,
+        "w": 0.15,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d8",
+      "value": 6,
+      "confidence": 0.4,
+      "box": {
+        "x": 0.53,
+        "y": 0.78,
+        "w": 0.15,
+        "h": 0.15
+      }
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d8",
+      "value": 7,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.53,
+        "y": 0.66,
+        "w": 0.15,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d10",
+      "value": 9,
+      "confidence": 0.4,
+      "box": {
+        "x": 0.53,
+        "y": 0.78,
+        "w": 0.15,
+        "h": 0.15
+      }
+    }
+  ],
+  "corrected": true
+}
diff --git a/raw/sidecars/c1783614490468-n.opus.json b/raw/sidecars/c1783614490468-n.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..4e398656573c0670571ccef04efd8ebf9cebf040
--- /dev/null
+++ b/raw/sidecars/c1783614490468-n.opus.json
@@ -0,0 +1,31 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d8",
+      "value": 7,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.53,
+        "y": 0.66,
+        "w": 0.15,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d10",
+      "value": 9,
+      "confidence": 0.4,
+      "box": {
+        "x": 0.53,
+        "y": 0.78,
+        "w": 0.15,
+        "h": 0.15
+      }
+    }
+  ],
+  "warnings": [
+    "The yellow d10's top face is partially obscured by the green d8 leaning on it, making the value uncertain; could be 9 or 6 depending on orientation.",
+    "The green d8 appears slightly tilted, so the reading of 7 has moderate confidence."
+  ]
+}
diff --git a/raw/sidecars/c1783614490468-n.plan.json b/raw/sidecars/c1783614490468-n.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..b514b74ec88e29937dffb005df0a495ed449fabb
--- /dev/null
+++ b/raw/sidecars/c1783614490468-n.plan.json
@@ -0,0 +1,10 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614490468-n",
+  "createdAt": "2026-07-09T16:28:10.475Z",
+  "image": "c1783614490468-n.jpg",
+  "set": {
+    "d8": 2
+  },
+  "planIndex": 22
+}
diff --git a/raw/sidecars/c1783614498449-o.json b/raw/sidecars/c1783614498449-o.json
new file mode 100644
index 0000000000000000000000000000000000000000..29dd0eb3c5e175ef56114964136b759e8a7363f7
--- /dev/null
+++ b/raw/sidecars/c1783614498449-o.json
@@ -0,0 +1,56 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614498449-o",
+  "createdAt": "2026-07-10T14:33:33.485Z",
+  "model": "reconciled:claude-sonnet-5",
+  "image": "c1783614498449-o.jpg",
+  "labels": [
+    {
+      "type": "d8",
+      "value": 3,
+      "box": {
+        "x": 0.06,
+        "y": 0.79,
+        "w": 0.14,
+        "h": 0.17
+      },
+      "confidence": 0.6
+    },
+    {
+      "type": "d8",
+      "value": 7,
+      "box": {
+        "x": 0.19,
+        "y": 0.72,
+        "w": 0.15,
+        "h": 0.17
+      },
+      "confidence": 0.5
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d8",
+      "value": 3,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.06,
+        "y": 0.79,
+        "w": 0.14,
+        "h": 0.17
+      }
+    },
+    {
+      "type": "d8",
+      "value": 7,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.19,
+        "y": 0.72,
+        "w": 0.15,
+        "h": 0.17
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783614498449-o.opus.json b/raw/sidecars/c1783614498449-o.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..4d431b33556f252c5d3106b00826d4fb9535b667
--- /dev/null
+++ b/raw/sidecars/c1783614498449-o.opus.json
@@ -0,0 +1,31 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d8",
+      "value": 3,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.06,
+        "y": 0.79,
+        "w": 0.14,
+        "h": 0.17
+      }
+    },
+    {
+      "type": "d8",
+      "value": 7,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.19,
+        "y": 0.72,
+        "w": 0.15,
+        "h": 0.17
+      }
+    }
+  ],
+  "warnings": [
+    "Green d8 top face partially ambiguous due to angle, could be misread",
+    "Yellow d8 numeral orientation uncertain due to glare"
+  ]
+}
diff --git a/raw/sidecars/c1783614498449-o.plan.json b/raw/sidecars/c1783614498449-o.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..b7631af22664f80bb4d7e91d86eb518c3e497ba2
--- /dev/null
+++ b/raw/sidecars/c1783614498449-o.plan.json
@@ -0,0 +1,10 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614498449-o",
+  "createdAt": "2026-07-09T16:28:18.467Z",
+  "image": "c1783614498449-o.jpg",
+  "set": {
+    "d8": 2
+  },
+  "planIndex": 23
+}
diff --git a/raw/sidecars/c1783614507525-p.json b/raw/sidecars/c1783614507525-p.json
new file mode 100644
index 0000000000000000000000000000000000000000..ae5a8bf161ae7e3983459447aa46b7244dbca030
--- /dev/null
+++ b/raw/sidecars/c1783614507525-p.json
@@ -0,0 +1,56 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614507525-p",
+  "createdAt": "2026-07-09T17:16:08.269784+00:00",
+  "model": "claude-sonnet-5",
+  "image": "c1783614507525-p.jpg",
+  "labels": [
+    {
+      "type": "d8",
+      "value": 1,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.19,
+        "y": 0.75,
+        "w": 0.15,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d8",
+      "value": 8,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.53,
+        "y": 0.65,
+        "w": 0.15,
+        "h": 0.17
+      }
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d10",
+      "value": 1,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.19,
+        "y": 0.75,
+        "w": 0.15,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d8",
+      "value": 8,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.53,
+        "y": 0.65,
+        "w": 0.15,
+        "h": 0.17
+      }
+    }
+  ],
+  "corrected": true
+}
diff --git a/raw/sidecars/c1783614507525-p.opus.json b/raw/sidecars/c1783614507525-p.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..bfa20f36e96126d3f26dfa219840d242e202a417
--- /dev/null
+++ b/raw/sidecars/c1783614507525-p.opus.json
@@ -0,0 +1,31 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d10",
+      "value": 1,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.19,
+        "y": 0.75,
+        "w": 0.15,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d8",
+      "value": 8,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.53,
+        "y": 0.65,
+        "w": 0.15,
+        "h": 0.17
+      }
+    }
+  ],
+  "warnings": [
+    "Green d10 top face read as 1; angled view could slightly affect confidence.",
+    "Yellow d8 top face read as 8; small side numbers (2,7) visible but not the top."
+  ]
+}
diff --git a/raw/sidecars/c1783614507525-p.plan.json b/raw/sidecars/c1783614507525-p.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..1c5bb1dff5f533a675b3bf0cb37a24fb4900653a
--- /dev/null
+++ b/raw/sidecars/c1783614507525-p.plan.json
@@ -0,0 +1,10 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614507525-p",
+  "createdAt": "2026-07-09T16:28:27.532Z",
+  "image": "c1783614507525-p.jpg",
+  "set": {
+    "d8": 2
+  },
+  "planIndex": 24
+}
diff --git a/raw/sidecars/c1783614520657-q.json b/raw/sidecars/c1783614520657-q.json
new file mode 100644
index 0000000000000000000000000000000000000000..596fd1fd49175515dc18d77d080b7863b71a06ef
--- /dev/null
+++ b/raw/sidecars/c1783614520657-q.json
@@ -0,0 +1,56 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614520657-q",
+  "createdAt": "2026-07-10T14:33:33.497Z",
+  "model": "reconciled:claude-sonnet-5",
+  "image": "c1783614520657-q.jpg",
+  "labels": [
+    {
+      "type": "d12",
+      "value": 10,
+      "box": {
+        "x": 0.04,
+        "y": 0.1,
+        "w": 0.24,
+        "h": 0.24
+      },
+      "confidence": 0.85
+    },
+    {
+      "type": "d12",
+      "value": 7,
+      "box": {
+        "x": 0.14,
+        "y": 0.44,
+        "w": 0.22,
+        "h": 0.22
+      },
+      "confidence": 0.8
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d12",
+      "value": 10,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.04,
+        "y": 0.1,
+        "w": 0.24,
+        "h": 0.24
+      }
+    },
+    {
+      "type": "d12",
+      "value": 7,
+      "confidence": 0.8,
+      "box": {
+        "x": 0.14,
+        "y": 0.44,
+        "w": 0.22,
+        "h": 0.22
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783614520657-q.opus.json b/raw/sidecars/c1783614520657-q.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..54b8046b0aea95f40f25cf658495c9fa76a218c4
--- /dev/null
+++ b/raw/sidecars/c1783614520657-q.opus.json
@@ -0,0 +1,31 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d12",
+      "value": 10,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.04,
+        "y": 0.1,
+        "w": 0.24,
+        "h": 0.24
+      }
+    },
+    {
+      "type": "d12",
+      "value": 7,
+      "confidence": 0.8,
+      "box": {
+        "x": 0.14,
+        "y": 0.44,
+        "w": 0.22,
+        "h": 0.22
+      }
+    }
+  ],
+  "warnings": [
+    "Both dice appear to be d12s with the top face reasonably centered; slight blur limits confidence.",
+    "Black d12 top face reads 10, surrounded by 7, 4, 11 which are side faces not top."
+  ]
+}
diff --git a/raw/sidecars/c1783614520657-q.plan.json b/raw/sidecars/c1783614520657-q.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..01baf5ac4cf3cc1378c6fe0f5022e58c5aac781b
--- /dev/null
+++ b/raw/sidecars/c1783614520657-q.plan.json
@@ -0,0 +1,10 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614520657-q",
+  "createdAt": "2026-07-09T16:28:40.664Z",
+  "image": "c1783614520657-q.jpg",
+  "set": {
+    "d12": 2
+  },
+  "planIndex": 25
+}
diff --git a/raw/sidecars/c1783614529961-r.json b/raw/sidecars/c1783614529961-r.json
new file mode 100644
index 0000000000000000000000000000000000000000..d1c498a1c77b193b2987bcfc55c9ecfd11d117cf
--- /dev/null
+++ b/raw/sidecars/c1783614529961-r.json
@@ -0,0 +1,56 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614529961-r",
+  "createdAt": "2026-07-10T14:33:33.504Z",
+  "model": "reconciled:claude-sonnet-5",
+  "image": "c1783614529961-r.jpg",
+  "labels": [
+    {
+      "type": "d12",
+      "value": 12,
+      "box": {
+        "x": 0,
+        "y": 0.14,
+        "w": 0.19,
+        "h": 0.19
+      },
+      "confidence": 0.9
+    },
+    {
+      "type": "d12",
+      "value": 12,
+      "box": {
+        "x": 0.13,
+        "y": 0.44,
+        "w": 0.19,
+        "h": 0.19
+      },
+      "confidence": 0.9
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d12",
+      "value": 12,
+      "confidence": 0.9,
+      "box": {
+        "x": 0,
+        "y": 0.14,
+        "w": 0.19,
+        "h": 0.19
+      }
+    },
+    {
+      "type": "d12",
+      "value": 12,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.13,
+        "y": 0.44,
+        "w": 0.19,
+        "h": 0.19
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783614529961-r.opus.json b/raw/sidecars/c1783614529961-r.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..2b039277223c774fa46fea646a9a5aeeb77e831d
--- /dev/null
+++ b/raw/sidecars/c1783614529961-r.opus.json
@@ -0,0 +1,28 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d12",
+      "value": 12,
+      "confidence": 0.9,
+      "box": {
+        "x": 0,
+        "y": 0.14,
+        "w": 0.19,
+        "h": 0.19
+      }
+    },
+    {
+      "type": "d12",
+      "value": 12,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.13,
+        "y": 0.44,
+        "w": 0.19,
+        "h": 0.19
+      }
+    }
+  ],
+  "warnings": []
+}
diff --git a/raw/sidecars/c1783614529961-r.plan.json b/raw/sidecars/c1783614529961-r.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..3c9741a7545d055be08525411b33bf4fda30bcf1
--- /dev/null
+++ b/raw/sidecars/c1783614529961-r.plan.json
@@ -0,0 +1,10 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614529961-r",
+  "createdAt": "2026-07-09T16:28:49.968Z",
+  "image": "c1783614529961-r.jpg",
+  "set": {
+    "d12": 2
+  },
+  "planIndex": 26
+}
diff --git a/raw/sidecars/c1783614579297-s.json b/raw/sidecars/c1783614579297-s.json
new file mode 100644
index 0000000000000000000000000000000000000000..fb2941e4e18b94e4cb98256953bc4174ff15e0c7
--- /dev/null
+++ b/raw/sidecars/c1783614579297-s.json
@@ -0,0 +1,56 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614579297-s",
+  "createdAt": "2026-07-10T14:33:33.513Z",
+  "model": "reconciled:claude-sonnet-5",
+  "image": "c1783614579297-s.jpg",
+  "labels": [
+    {
+      "type": "d12",
+      "value": 10,
+      "box": {
+        "x": 0.68,
+        "y": 0.73,
+        "w": 0.19,
+        "h": 0.19
+      },
+      "confidence": 0.75
+    },
+    {
+      "type": "d12",
+      "value": 9,
+      "box": {
+        "x": 0.6,
+        "y": 0.27,
+        "w": 0.19,
+        "h": 0.19
+      },
+      "confidence": 0.6
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d12",
+      "value": 9,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.6,
+        "y": 0.27,
+        "w": 0.19,
+        "h": 0.19
+      }
+    },
+    {
+      "type": "d12",
+      "value": 10,
+      "confidence": 0.75,
+      "box": {
+        "x": 0.68,
+        "y": 0.73,
+        "w": 0.19,
+        "h": 0.19
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783614579297-s.opus.json b/raw/sidecars/c1783614579297-s.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..35a6d3e48ec76f3b203ec08a04a5858a76bf29d1
--- /dev/null
+++ b/raw/sidecars/c1783614579297-s.opus.json
@@ -0,0 +1,30 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d12",
+      "value": 9,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.6,
+        "y": 0.27,
+        "w": 0.19,
+        "h": 0.19
+      }
+    },
+    {
+      "type": "d12",
+      "value": 10,
+      "confidence": 0.75,
+      "box": {
+        "x": 0.68,
+        "y": 0.73,
+        "w": 0.19,
+        "h": 0.19
+      }
+    }
+  ],
+  "warnings": [
+    "Green d12 top face number could be 6 or 9 depending on orientation; underline mark not clearly visible, so confidence lowered."
+  ]
+}
diff --git a/raw/sidecars/c1783614579297-s.plan.json b/raw/sidecars/c1783614579297-s.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..793eeba7d0aca16fbad5f8b05606da1872140f63
--- /dev/null
+++ b/raw/sidecars/c1783614579297-s.plan.json
@@ -0,0 +1,10 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614579297-s",
+  "createdAt": "2026-07-09T16:29:39.303Z",
+  "image": "c1783614579297-s.jpg",
+  "set": {
+    "d12": 2
+  },
+  "planIndex": 27
+}
diff --git a/raw/sidecars/c1783614586072-t.json b/raw/sidecars/c1783614586072-t.json
new file mode 100644
index 0000000000000000000000000000000000000000..fad35ef884318d303a98a2f91dbb4fc6a0aab321
--- /dev/null
+++ b/raw/sidecars/c1783614586072-t.json
@@ -0,0 +1,56 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614586072-t",
+  "createdAt": "2026-07-10T14:33:33.523Z",
+  "model": "reconciled:claude-sonnet-5",
+  "image": "c1783614586072-t.jpg",
+  "labels": [
+    {
+      "type": "d12",
+      "value": 10,
+      "box": {
+        "x": 0.11,
+        "y": 0.6,
+        "w": 0.18,
+        "h": 0.19
+      },
+      "confidence": 0.85
+    },
+    {
+      "type": "d12",
+      "value": 4,
+      "box": {
+        "x": 0.2,
+        "y": 0.72,
+        "w": 0.2,
+        "h": 0.2
+      },
+      "confidence": 0.85
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d10",
+      "value": 10,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.11,
+        "y": 0.6,
+        "w": 0.18,
+        "h": 0.19
+      }
+    },
+    {
+      "type": "d12",
+      "value": 4,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.2,
+        "y": 0.72,
+        "w": 0.2,
+        "h": 0.2
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783614586072-t.opus.json b/raw/sidecars/c1783614586072-t.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..a7b79d2373ffda826e658304841346ee24e2a8de
--- /dev/null
+++ b/raw/sidecars/c1783614586072-t.opus.json
@@ -0,0 +1,31 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d10",
+      "value": 10,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.11,
+        "y": 0.6,
+        "w": 0.18,
+        "h": 0.19
+      }
+    },
+    {
+      "type": "d12",
+      "value": 4,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.2,
+        "y": 0.72,
+        "w": 0.2,
+        "h": 0.2
+      }
+    }
+  ],
+  "warnings": [
+    "Green d10 top face is angled slightly and glossy, confidence reduced.",
+    "White d12 die appears tilted; the 4 face is read but neighboring faces are close in visibility."
+  ]
+}
diff --git a/raw/sidecars/c1783614586072-t.plan.json b/raw/sidecars/c1783614586072-t.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..60d6e6bee22eab437738064b147ef669756a60b5
--- /dev/null
+++ b/raw/sidecars/c1783614586072-t.plan.json
@@ -0,0 +1,11 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614586072-t",
+  "createdAt": "2026-07-09T16:29:46.079Z",
+  "image": "c1783614586072-t.jpg",
+  "set": {
+    "d10": 1,
+    "d12": 1
+  },
+  "planIndex": 28
+}
diff --git a/raw/sidecars/c1783614599450-u.json b/raw/sidecars/c1783614599450-u.json
new file mode 100644
index 0000000000000000000000000000000000000000..3d6937eb470762a6c41366918b6f875ae2d792e0
--- /dev/null
+++ b/raw/sidecars/c1783614599450-u.json
@@ -0,0 +1,78 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614599450-u",
+  "createdAt": "2026-07-10T14:33:33.536Z",
+  "model": "reconciled:claude-sonnet-5",
+  "image": "c1783614599450-u.jpg",
+  "labels": [
+    {
+      "type": "d4",
+      "value": 2,
+      "box": {
+        "x": 0.12,
+        "y": 0.48,
+        "w": 0.11,
+        "h": 0.13
+      },
+      "confidence": 0.3
+    },
+    {
+      "type": "d6",
+      "value": 6,
+      "box": {
+        "x": 0.75,
+        "y": 0.36,
+        "w": 0.13,
+        "h": 0.11
+      },
+      "confidence": 0.9
+    },
+    {
+      "type": "d6",
+      "value": 6,
+      "box": {
+        "x": 0.58,
+        "y": 0.81,
+        "w": 0.14,
+        "h": 0.13
+      },
+      "confidence": 0.9
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d6",
+      "value": 6,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.75,
+        "y": 0.36,
+        "w": 0.13,
+        "h": 0.11
+      }
+    },
+    {
+      "type": "d6",
+      "value": 6,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.58,
+        "y": 0.81,
+        "w": 0.14,
+        "h": 0.13
+      }
+    },
+    {
+      "type": "d4",
+      "value": 2,
+      "confidence": 0.3,
+      "box": {
+        "x": 0.12,
+        "y": 0.48,
+        "w": 0.11,
+        "h": 0.13
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783614599450-u.opus.json b/raw/sidecars/c1783614599450-u.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..85e7eedcb1040a145b67b289f3095ddbad269114
--- /dev/null
+++ b/raw/sidecars/c1783614599450-u.opus.json
@@ -0,0 +1,41 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d6",
+      "value": 6,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.75,
+        "y": 0.36,
+        "w": 0.13,
+        "h": 0.11
+      }
+    },
+    {
+      "type": "d6",
+      "value": 6,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.58,
+        "y": 0.81,
+        "w": 0.14,
+        "h": 0.13
+      }
+    },
+    {
+      "type": "d4",
+      "value": 2,
+      "confidence": 0.3,
+      "box": {
+        "x": 0.12,
+        "y": 0.48,
+        "w": 0.11,
+        "h": 0.13
+      }
+    }
+  ],
+  "warnings": [
+    "d4 die is tilted on an edge/point, top face not clearly readable; value shown is a best guess based on visible numbers."
+  ]
+}
diff --git a/raw/sidecars/c1783614599450-u.plan.json b/raw/sidecars/c1783614599450-u.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..384b1f5c664a761b336a4d4af49a13f2937733cf
--- /dev/null
+++ b/raw/sidecars/c1783614599450-u.plan.json
@@ -0,0 +1,11 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614599450-u",
+  "createdAt": "2026-07-09T16:29:59.457Z",
+  "image": "c1783614599450-u.jpg",
+  "set": {
+    "d4": 1,
+    "d6": 2
+  },
+  "planIndex": 29
+}
diff --git a/raw/sidecars/c1783614611746-v.json b/raw/sidecars/c1783614611746-v.json
new file mode 100644
index 0000000000000000000000000000000000000000..edefddd58837b2ee54c937923d15c91a791dc3eb
--- /dev/null
+++ b/raw/sidecars/c1783614611746-v.json
@@ -0,0 +1,67 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614611746-v",
+  "createdAt": "2026-07-09T17:27:04.267460+00:00",
+  "model": "assistant-adjudicated",
+  "image": "c1783614611746-v.jpg",
+  "labels": [
+    {
+      "type": "d6",
+      "value": 4,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.33,
+        "y": 0.22,
+        "w": 0.14,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d4",
+      "value": 1,
+      "confidence": 0.3,
+      "box": {
+        "x": 0.43,
+        "y": 0.29,
+        "w": 0.15,
+        "h": 0.12
+      }
+    },
+    {
+      "type": "d6",
+      "value": 1,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.02,
+        "y": 0.55,
+        "w": 0.16,
+        "h": 0.16
+      }
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d6",
+      "value": 4,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.33,
+        "y": 0.22,
+        "w": 0.16,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d6",
+      "value": 1,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.02,
+        "y": 0.55,
+        "w": 0.15,
+        "h": 0.16
+      }
+    }
+  ],
+  "corrected": true
+}
diff --git a/raw/sidecars/c1783614611746-v.opus.json b/raw/sidecars/c1783614611746-v.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..97dfa5a539db154ae6ee56f74fc2d2cc19a58432
--- /dev/null
+++ b/raw/sidecars/c1783614611746-v.opus.json
@@ -0,0 +1,31 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d6",
+      "value": 4,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.33,
+        "y": 0.22,
+        "w": 0.16,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d6",
+      "value": 1,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.02,
+        "y": 0.55,
+        "w": 0.15,
+        "h": 0.16
+      }
+    }
+  ],
+  "warnings": [
+    "The d4 appears tilted/leaning against the d6, making it hard to confirm the true top face; the visible '7' may be a side face rather than the top.",
+    "dropped d4 with out-of-range value 7"
+  ]
+}
diff --git a/raw/sidecars/c1783614611746-v.plan.json b/raw/sidecars/c1783614611746-v.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..f0548273d9f8fdf8f5a785149963765ddf2967c0
--- /dev/null
+++ b/raw/sidecars/c1783614611746-v.plan.json
@@ -0,0 +1,11 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614611746-v",
+  "createdAt": "2026-07-09T16:30:11.753Z",
+  "image": "c1783614611746-v.jpg",
+  "set": {
+    "d4": 1,
+    "d6": 2
+  },
+  "planIndex": 30
+}
diff --git a/raw/sidecars/c1783614621875-w.json b/raw/sidecars/c1783614621875-w.json
new file mode 100644
index 0000000000000000000000000000000000000000..9b2491d9aee2a3a53320f798fc03cee5a9ce277b
--- /dev/null
+++ b/raw/sidecars/c1783614621875-w.json
@@ -0,0 +1,78 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614621875-w",
+  "createdAt": "2026-07-09T17:16:08.269784+00:00",
+  "model": "claude-sonnet-5",
+  "image": "c1783614621875-w.jpg",
+  "labels": [
+    {
+      "type": "d4",
+      "value": 4,
+      "confidence": 0.4,
+      "box": {
+        "x": 0.33,
+        "y": 0.2,
+        "w": 0.12,
+        "h": 0.14
+      }
+    },
+    {
+      "type": "d6",
+      "value": 6,
+      "confidence": 0.95,
+      "box": {
+        "x": 0.19,
+        "y": 0.71,
+        "w": 0.14,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d6",
+      "value": 1,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.28,
+        "y": 0.88,
+        "w": 0.12,
+        "h": 0.12
+      }
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d6",
+      "value": 6,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.21,
+        "y": 0.71,
+        "w": 0.15,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d4",
+      "value": 1,
+      "confidence": 0.3,
+      "box": {
+        "x": 0.28,
+        "y": 0.85,
+        "w": 0.13,
+        "h": 0.13
+      }
+    },
+    {
+      "type": "d4",
+      "value": 2,
+      "confidence": 0.2,
+      "box": {
+        "x": 0.33,
+        "y": 0.18,
+        "w": 0.16,
+        "h": 0.16
+      }
+    }
+  ],
+  "corrected": true
+}
diff --git a/raw/sidecars/c1783614621875-w.opus.json b/raw/sidecars/c1783614621875-w.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..abc1a6f47f37e5498421ed4c013208c876791937
--- /dev/null
+++ b/raw/sidecars/c1783614621875-w.opus.json
@@ -0,0 +1,42 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d6",
+      "value": 6,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.21,
+        "y": 0.71,
+        "w": 0.15,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d4",
+      "value": 1,
+      "confidence": 0.3,
+      "box": {
+        "x": 0.28,
+        "y": 0.85,
+        "w": 0.13,
+        "h": 0.13
+      }
+    },
+    {
+      "type": "d4",
+      "value": 2,
+      "confidence": 0.2,
+      "box": {
+        "x": 0.33,
+        "y": 0.18,
+        "w": 0.16,
+        "h": 0.16
+      }
+    }
+  ],
+  "warnings": [
+    "Blue d4 near top appears tilted/leaning, making it hard to confirm the top face value with confidence.",
+    "White d4 at bottom shows only a single pip visible clearly; the exact number is ambiguous due to angle, could be 1, 2, or 3."
+  ]
+}
diff --git a/raw/sidecars/c1783614621875-w.plan.json b/raw/sidecars/c1783614621875-w.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..cad003283ed0f6a501dcd8388a07911e722881f7
--- /dev/null
+++ b/raw/sidecars/c1783614621875-w.plan.json
@@ -0,0 +1,11 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614621875-w",
+  "createdAt": "2026-07-09T16:30:21.881Z",
+  "image": "c1783614621875-w.jpg",
+  "set": {
+    "d4": 1,
+    "d6": 2
+  },
+  "planIndex": 31
+}
diff --git a/raw/sidecars/c1783614633509-x.json b/raw/sidecars/c1783614633509-x.json
new file mode 100644
index 0000000000000000000000000000000000000000..25592fedce7851173dd3dbc1fb07f98bd7fb1ffc
--- /dev/null
+++ b/raw/sidecars/c1783614633509-x.json
@@ -0,0 +1,67 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614633509-x",
+  "createdAt": "2026-07-09T17:27:04.267460+00:00",
+  "model": "assistant-adjudicated",
+  "image": "c1783614633509-x.jpg",
+  "labels": [
+    {
+      "type": "d6",
+      "value": 5,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.03,
+        "y": 0.58,
+        "w": 0.14,
+        "h": 0.14
+      }
+    },
+    {
+      "type": "d6",
+      "value": 3,
+      "confidence": 0.95,
+      "box": {
+        "x": 0.51,
+        "y": 0.47,
+        "w": 0.15,
+        "h": 0.14
+      }
+    },
+    {
+      "type": "d4",
+      "value": 1,
+      "confidence": 0.25,
+      "box": {
+        "x": 0.46,
+        "y": 0.63,
+        "w": 0.13,
+        "h": 0.13
+      }
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d6",
+      "value": 5,
+      "confidence": 0.9,
+      "box": {
+        "x": 0,
+        "y": 0.6,
+        "w": 0.17,
+        "h": 0.17
+      }
+    },
+    {
+      "type": "d6",
+      "value": 3,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.5,
+        "y": 0.48,
+        "w": 0.18,
+        "h": 0.18
+      }
+    }
+  ],
+  "corrected": true
+}
diff --git a/raw/sidecars/c1783614633509-x.opus.json b/raw/sidecars/c1783614633509-x.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..335296e39538ad44dbcecde37aa4add2d7481dc5
--- /dev/null
+++ b/raw/sidecars/c1783614633509-x.opus.json
@@ -0,0 +1,30 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d6",
+      "value": 5,
+      "confidence": 0.9,
+      "box": {
+        "x": 0,
+        "y": 0.6,
+        "w": 0.17,
+        "h": 0.17
+      }
+    },
+    {
+      "type": "d6",
+      "value": 3,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.5,
+        "y": 0.48,
+        "w": 0.18,
+        "h": 0.18
+      }
+    }
+  ],
+  "warnings": [
+    "A small dark blue/purple d4 is visible resting on a point/edge near the center, so no single face is clearly up - not reported."
+  ]
+}
diff --git a/raw/sidecars/c1783614633509-x.plan.json b/raw/sidecars/c1783614633509-x.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..03ebef994751456d3ec3ec973826cb26d045d3c8
--- /dev/null
+++ b/raw/sidecars/c1783614633509-x.plan.json
@@ -0,0 +1,11 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614633509-x",
+  "createdAt": "2026-07-09T16:30:33.515Z",
+  "image": "c1783614633509-x.jpg",
+  "set": {
+    "d4": 1,
+    "d6": 2
+  },
+  "planIndex": 32
+}
diff --git a/raw/sidecars/c1783614650737-y.json b/raw/sidecars/c1783614650737-y.json
new file mode 100644
index 0000000000000000000000000000000000000000..f06a95ca402f1674f3ff36d3aa8239e1123a0fb4
--- /dev/null
+++ b/raw/sidecars/c1783614650737-y.json
@@ -0,0 +1,100 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614650737-y",
+  "createdAt": "2026-07-10T14:33:33.553Z",
+  "model": "reconciled:claude-sonnet-5",
+  "image": "c1783614650737-y.jpg",
+  "labels": [
+    {
+      "type": "d6",
+      "value": 2,
+      "box": {
+        "x": 0.66,
+        "y": 0.37,
+        "w": 0.14,
+        "h": 0.14
+      },
+      "confidence": 0.9
+    },
+    {
+      "type": "d6",
+      "value": 5,
+      "box": {
+        "x": 0.52,
+        "y": 0.6,
+        "w": 0.14,
+        "h": 0.14
+      },
+      "confidence": 0.9
+    },
+    {
+      "type": "d6",
+      "value": 4,
+      "box": {
+        "x": 0.39,
+        "y": 0.71,
+        "w": 0.15,
+        "h": 0.15
+      },
+      "confidence": 0.9
+    },
+    {
+      "type": "d20",
+      "value": 8,
+      "box": {
+        "x": 0.02,
+        "y": 0.1,
+        "w": 0.22,
+        "h": 0.24
+      },
+      "confidence": 0.55
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d20",
+      "value": 8,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.02,
+        "y": 0.1,
+        "w": 0.22,
+        "h": 0.24
+      }
+    },
+    {
+      "type": "d6",
+      "value": 2,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.66,
+        "y": 0.37,
+        "w": 0.14,
+        "h": 0.14
+      }
+    },
+    {
+      "type": "d6",
+      "value": 5,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.52,
+        "y": 0.6,
+        "w": 0.14,
+        "h": 0.14
+      }
+    },
+    {
+      "type": "d6",
+      "value": 4,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.39,
+        "y": 0.71,
+        "w": 0.15,
+        "h": 0.15
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783614650737-y.opus.json b/raw/sidecars/c1783614650737-y.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..ddcea245aba299041da6e8e6b746a40dce5ea29a
--- /dev/null
+++ b/raw/sidecars/c1783614650737-y.opus.json
@@ -0,0 +1,52 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d20",
+      "value": 8,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.02,
+        "y": 0.1,
+        "w": 0.22,
+        "h": 0.24
+      }
+    },
+    {
+      "type": "d6",
+      "value": 2,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.66,
+        "y": 0.37,
+        "w": 0.14,
+        "h": 0.14
+      }
+    },
+    {
+      "type": "d6",
+      "value": 5,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.52,
+        "y": 0.6,
+        "w": 0.14,
+        "h": 0.14
+      }
+    },
+    {
+      "type": "d6",
+      "value": 4,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.39,
+        "y": 0.71,
+        "w": 0.15,
+        "h": 0.15
+      }
+    }
+  ],
+  "warnings": [
+    "d20 top face is hard to determine due to angle; value read as 8 but could be adjacent face like 6 or 4, confidence lowered."
+  ]
+}
diff --git a/raw/sidecars/c1783614650737-y.plan.json b/raw/sidecars/c1783614650737-y.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..1dca7534088236e4dff2e3f6f980b1e291d89de3
--- /dev/null
+++ b/raw/sidecars/c1783614650737-y.plan.json
@@ -0,0 +1,11 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614650737-y",
+  "createdAt": "2026-07-09T16:30:50.745Z",
+  "image": "c1783614650737-y.jpg",
+  "set": {
+    "d20": 1,
+    "d6": 3
+  },
+  "planIndex": 33
+}
diff --git a/raw/sidecars/c1783614667621-z.json b/raw/sidecars/c1783614667621-z.json
new file mode 100644
index 0000000000000000000000000000000000000000..880e66fb46e9af5e4041ae7f8e32dff88edd7d00
--- /dev/null
+++ b/raw/sidecars/c1783614667621-z.json
@@ -0,0 +1,100 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614667621-z",
+  "createdAt": "2026-07-10T14:33:33.566Z",
+  "model": "reconciled:claude-sonnet-5",
+  "image": "c1783614667621-z.jpg",
+  "labels": [
+    {
+      "type": "d6",
+      "value": 3,
+      "box": {
+        "x": 0.02,
+        "y": 0.08,
+        "w": 0.18,
+        "h": 0.17
+      },
+      "confidence": 0.95
+    },
+    {
+      "type": "d6",
+      "value": 4,
+      "box": {
+        "x": 0.17,
+        "y": 0.51,
+        "w": 0.15,
+        "h": 0.15
+      },
+      "confidence": 0.9
+    },
+    {
+      "type": "d6",
+      "value": 4,
+      "box": {
+        "x": 0.05,
+        "y": 0.28,
+        "w": 0.16,
+        "h": 0.16
+      },
+      "confidence": 0.8
+    },
+    {
+      "type": "d20",
+      "value": 2,
+      "box": {
+        "x": 0,
+        "y": 0.7,
+        "w": 0.22,
+        "h": 0.24
+      },
+      "confidence": 0.55
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d6",
+      "value": 3,
+      "confidence": 0.95,
+      "box": {
+        "x": 0.02,
+        "y": 0.08,
+        "w": 0.18,
+        "h": 0.17
+      }
+    },
+    {
+      "type": "d6",
+      "value": 4,
+      "confidence": 0.8,
+      "box": {
+        "x": 0.05,
+        "y": 0.28,
+        "w": 0.16,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d6",
+      "value": 4,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.17,
+        "y": 0.51,
+        "w": 0.15,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d20",
+      "value": 2,
+      "confidence": 0.55,
+      "box": {
+        "x": 0,
+        "y": 0.7,
+        "w": 0.22,
+        "h": 0.24
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783614667621-z.opus.json b/raw/sidecars/c1783614667621-z.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..b039f52438a13025fb9d228aaa1c19c1fecb12cb
--- /dev/null
+++ b/raw/sidecars/c1783614667621-z.opus.json
@@ -0,0 +1,53 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d6",
+      "value": 3,
+      "confidence": 0.95,
+      "box": {
+        "x": 0.02,
+        "y": 0.08,
+        "w": 0.18,
+        "h": 0.17
+      }
+    },
+    {
+      "type": "d6",
+      "value": 4,
+      "confidence": 0.8,
+      "box": {
+        "x": 0.05,
+        "y": 0.28,
+        "w": 0.16,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d6",
+      "value": 4,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.17,
+        "y": 0.51,
+        "w": 0.15,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d20",
+      "value": 2,
+      "confidence": 0.55,
+      "box": {
+        "x": 0,
+        "y": 0.7,
+        "w": 0.22,
+        "h": 0.24
+      }
+    }
+  ],
+  "warnings": [
+    "The pink d20 at bottom left is partially cropped off the tray edge and at an angle; the top face is read as 2 but confidence is low due to visibility of multiple adjacent numbers (2, 3, 8, 7 visible around it).",
+    "The magenta d6 (value 4) has a glossy surface making the pips/number harder to distinguish clearly."
+  ]
+}
diff --git a/raw/sidecars/c1783614667621-z.plan.json b/raw/sidecars/c1783614667621-z.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..2ba74c0949d6d3c2225be69f1246845b059c23df
--- /dev/null
+++ b/raw/sidecars/c1783614667621-z.plan.json
@@ -0,0 +1,11 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614667621-z",
+  "createdAt": "2026-07-09T16:31:07.628Z",
+  "image": "c1783614667621-z.jpg",
+  "set": {
+    "d20": 1,
+    "d6": 3
+  },
+  "planIndex": 34
+}
diff --git a/raw/sidecars/c1783614684947-10.json b/raw/sidecars/c1783614684947-10.json
new file mode 100644
index 0000000000000000000000000000000000000000..5b9f73da59d7192556dfb71154a7a7b3ada8ddd3
--- /dev/null
+++ b/raw/sidecars/c1783614684947-10.json
@@ -0,0 +1,100 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614684947-10",
+  "createdAt": "2026-07-10T14:33:33.571Z",
+  "model": "reconciled:claude-sonnet-5",
+  "image": "c1783614684947-10.jpg",
+  "labels": [
+    {
+      "type": "d6",
+      "value": 3,
+      "box": {
+        "x": 0.575,
+        "y": 0.2,
+        "w": 0.16,
+        "h": 0.16
+      },
+      "confidence": 0.85
+    },
+    {
+      "type": "d6",
+      "value": 5,
+      "box": {
+        "x": 0.73,
+        "y": 0.19,
+        "w": 0.15,
+        "h": 0.16
+      },
+      "confidence": 0.85
+    },
+    {
+      "type": "d6",
+      "value": 2,
+      "box": {
+        "x": 0,
+        "y": 0.48,
+        "w": 0.15,
+        "h": 0.15
+      },
+      "confidence": 0.8
+    },
+    {
+      "type": "d20",
+      "value": 16,
+      "box": {
+        "x": 0.02,
+        "y": 0.72,
+        "w": 0.22,
+        "h": 0.24
+      },
+      "confidence": 0.6
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d6",
+      "value": 3,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.575,
+        "y": 0.2,
+        "w": 0.16,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d6",
+      "value": 5,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.73,
+        "y": 0.19,
+        "w": 0.15,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d6",
+      "value": 2,
+      "confidence": 0.8,
+      "box": {
+        "x": 0,
+        "y": 0.48,
+        "w": 0.15,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d20",
+      "value": 16,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.02,
+        "y": 0.72,
+        "w": 0.22,
+        "h": 0.24
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783614684947-10.opus.json b/raw/sidecars/c1783614684947-10.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..032f8e0ccf14c64b46965649228e1419974b19bb
--- /dev/null
+++ b/raw/sidecars/c1783614684947-10.opus.json
@@ -0,0 +1,53 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d6",
+      "value": 3,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.575,
+        "y": 0.2,
+        "w": 0.16,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d6",
+      "value": 5,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.73,
+        "y": 0.19,
+        "w": 0.15,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d6",
+      "value": 2,
+      "confidence": 0.8,
+      "box": {
+        "x": 0,
+        "y": 0.48,
+        "w": 0.15,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d20",
+      "value": 16,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.02,
+        "y": 0.72,
+        "w": 0.22,
+        "h": 0.24
+      }
+    }
+  ],
+  "warnings": [
+    "The d20 is partially cropped at the image edge and shows multiple numbers (19, 3, 16, 11, 18, 20); the top face read as 16 but confidence is reduced due to angle.",
+    "Pink d6 shows pips 1 and 3 visible on adjacent faces; top face read as 3, but slight tilt reduces confidence."
+  ]
+}
diff --git a/raw/sidecars/c1783614684947-10.plan.json b/raw/sidecars/c1783614684947-10.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..98d9793ecb516e92510c89d2b3da6c740b4c3b5b
--- /dev/null
+++ b/raw/sidecars/c1783614684947-10.plan.json
@@ -0,0 +1,11 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614684947-10",
+  "createdAt": "2026-07-09T16:31:24.954Z",
+  "image": "c1783614684947-10.jpg",
+  "set": {
+    "d20": 1,
+    "d6": 3
+  },
+  "planIndex": 35
+}
diff --git a/raw/sidecars/c1783614694986-11.json b/raw/sidecars/c1783614694986-11.json
new file mode 100644
index 0000000000000000000000000000000000000000..3e78b118602adba4a025534a1019dd268dc3ff05
--- /dev/null
+++ b/raw/sidecars/c1783614694986-11.json
@@ -0,0 +1,100 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614694986-11",
+  "createdAt": "2026-07-10T14:33:33.575Z",
+  "model": "reconciled:claude-sonnet-5",
+  "image": "c1783614694986-11.jpg",
+  "labels": [
+    {
+      "type": "d6",
+      "value": 6,
+      "box": {
+        "x": 0.045,
+        "y": 0.135,
+        "w": 0.16,
+        "h": 0.16
+      },
+      "confidence": 0.9
+    },
+    {
+      "type": "d6",
+      "value": 5,
+      "box": {
+        "x": 0.03,
+        "y": 0.375,
+        "w": 0.16,
+        "h": 0.15
+      },
+      "confidence": 0.9
+    },
+    {
+      "type": "d6",
+      "value": 5,
+      "box": {
+        "x": 0.08,
+        "y": 0.545,
+        "w": 0.17,
+        "h": 0.16
+      },
+      "confidence": 0.9
+    },
+    {
+      "type": "d20",
+      "value": 13,
+      "box": {
+        "x": 0.635,
+        "y": 0.13,
+        "w": 0.22,
+        "h": 0.2
+      },
+      "confidence": 0.75
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d6",
+      "value": 6,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.045,
+        "y": 0.135,
+        "w": 0.16,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d6",
+      "value": 5,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.03,
+        "y": 0.375,
+        "w": 0.16,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d6",
+      "value": 5,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.08,
+        "y": 0.545,
+        "w": 0.17,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d20",
+      "value": 13,
+      "confidence": 0.75,
+      "box": {
+        "x": 0.635,
+        "y": 0.13,
+        "w": 0.22,
+        "h": 0.2
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783614694986-11.opus.json b/raw/sidecars/c1783614694986-11.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..825b247dedece5c3d557566fdae9a4116c1b4295
--- /dev/null
+++ b/raw/sidecars/c1783614694986-11.opus.json
@@ -0,0 +1,52 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d6",
+      "value": 6,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.045,
+        "y": 0.135,
+        "w": 0.16,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d6",
+      "value": 5,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.03,
+        "y": 0.375,
+        "w": 0.16,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d6",
+      "value": 5,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.08,
+        "y": 0.545,
+        "w": 0.17,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d20",
+      "value": 13,
+      "confidence": 0.75,
+      "box": {
+        "x": 0.635,
+        "y": 0.13,
+        "w": 0.22,
+        "h": 0.2
+      }
+    }
+  ],
+  "warnings": [
+    "The d20's top face shows 13 but adjacent faces (1, 12, 19, 5, etc.) are also visible due to slight tilt; confidence lowered accordingly."
+  ]
+}
diff --git a/raw/sidecars/c1783614694986-11.plan.json b/raw/sidecars/c1783614694986-11.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..8b7705cf4135ae4d7908c1a2a542ccee743409d0
--- /dev/null
+++ b/raw/sidecars/c1783614694986-11.plan.json
@@ -0,0 +1,11 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614694986-11",
+  "createdAt": "2026-07-09T16:31:34.992Z",
+  "image": "c1783614694986-11.jpg",
+  "set": {
+    "d20": 1,
+    "d6": 3
+  },
+  "planIndex": 36
+}
diff --git a/raw/sidecars/c1783614717408-12.json b/raw/sidecars/c1783614717408-12.json
new file mode 100644
index 0000000000000000000000000000000000000000..3ec10dd531d159e9567fa3294bbdacb618d56e3c
--- /dev/null
+++ b/raw/sidecars/c1783614717408-12.json
@@ -0,0 +1,100 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614717408-12",
+  "createdAt": "2026-07-10T14:33:33.579Z",
+  "model": "reconciled:claude-sonnet-5",
+  "image": "c1783614717408-12.jpg",
+  "labels": [
+    {
+      "type": "d6",
+      "value": 2,
+      "box": {
+        "x": 0.22,
+        "y": 0.75,
+        "w": 0.15,
+        "h": 0.15
+      },
+      "confidence": 0.85
+    },
+    {
+      "type": "d6",
+      "value": 4,
+      "box": {
+        "x": 0.38,
+        "y": 0.66,
+        "w": 0.15,
+        "h": 0.15
+      },
+      "confidence": 0.85
+    },
+    {
+      "type": "d6",
+      "value": 6,
+      "box": {
+        "x": 0.185,
+        "y": 0.09,
+        "w": 0.19,
+        "h": 0.18
+      },
+      "confidence": 0.6
+    },
+    {
+      "type": "d20",
+      "value": 17,
+      "box": {
+        "x": 0.63,
+        "y": 0.42,
+        "w": 0.19,
+        "h": 0.18
+      },
+      "confidence": 0.55
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d6",
+      "value": 6,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.185,
+        "y": 0.09,
+        "w": 0.19,
+        "h": 0.18
+      }
+    },
+    {
+      "type": "d20",
+      "value": 17,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.63,
+        "y": 0.42,
+        "w": 0.19,
+        "h": 0.18
+      }
+    },
+    {
+      "type": "d6",
+      "value": 2,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.22,
+        "y": 0.75,
+        "w": 0.15,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d6",
+      "value": 4,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.38,
+        "y": 0.66,
+        "w": 0.15,
+        "h": 0.15
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783614717408-12.opus.json b/raw/sidecars/c1783614717408-12.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..76f1727e9b99bbda6ff8b889ac585212b66e5fc9
--- /dev/null
+++ b/raw/sidecars/c1783614717408-12.opus.json
@@ -0,0 +1,53 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d6",
+      "value": 6,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.185,
+        "y": 0.09,
+        "w": 0.19,
+        "h": 0.18
+      }
+    },
+    {
+      "type": "d20",
+      "value": 17,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.63,
+        "y": 0.42,
+        "w": 0.19,
+        "h": 0.18
+      }
+    },
+    {
+      "type": "d6",
+      "value": 2,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.22,
+        "y": 0.75,
+        "w": 0.15,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d6",
+      "value": 4,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.38,
+        "y": 0.66,
+        "w": 0.15,
+        "h": 0.15
+      }
+    }
+  ],
+  "warnings": [
+    "Pink d6 near top could be 6 or 9 depending on orientation; underline mark not clearly visible.",
+    "d20 top face read as 17, but glare and angle make this uncertain - could be a neighboring face."
+  ]
+}
diff --git a/raw/sidecars/c1783614717408-12.plan.json b/raw/sidecars/c1783614717408-12.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..c0da935118a73b08133bd27f999ef785867733e4
--- /dev/null
+++ b/raw/sidecars/c1783614717408-12.plan.json
@@ -0,0 +1,11 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614717408-12",
+  "createdAt": "2026-07-09T16:31:57.420Z",
+  "image": "c1783614717408-12.jpg",
+  "set": {
+    "d20": 1,
+    "d6": 3
+  },
+  "planIndex": 37
+}
diff --git a/raw/sidecars/c1783614731353-13.json b/raw/sidecars/c1783614731353-13.json
new file mode 100644
index 0000000000000000000000000000000000000000..3677188ef930e05d9f519c35c99da63b225e4f90
--- /dev/null
+++ b/raw/sidecars/c1783614731353-13.json
@@ -0,0 +1,78 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614731353-13",
+  "createdAt": "2026-07-10T14:33:33.584Z",
+  "model": "reconciled:claude-sonnet-5",
+  "image": "c1783614731353-13.jpg",
+  "labels": [
+    {
+      "type": "d8",
+      "value": 4,
+      "box": {
+        "x": 0.68,
+        "y": 0.6,
+        "w": 0.15,
+        "h": 0.16
+      },
+      "confidence": 0.6
+    },
+    {
+      "type": "d10",
+      "value": 9,
+      "box": {
+        "x": 0.03,
+        "y": 0.19,
+        "w": 0.17,
+        "h": 0.19
+      },
+      "confidence": 0.6
+    },
+    {
+      "type": "d20",
+      "value": 20,
+      "box": {
+        "x": 0.24,
+        "y": 0.63,
+        "w": 0.17,
+        "h": 0.17
+      },
+      "confidence": 0.35
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d10",
+      "value": 9,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.03,
+        "y": 0.19,
+        "w": 0.17,
+        "h": 0.19
+      }
+    },
+    {
+      "type": "d20",
+      "value": 20,
+      "confidence": 0.35,
+      "box": {
+        "x": 0.24,
+        "y": 0.63,
+        "w": 0.17,
+        "h": 0.17
+      }
+    },
+    {
+      "type": "d8",
+      "value": 4,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.68,
+        "y": 0.6,
+        "w": 0.15,
+        "h": 0.16
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783614731353-13.opus.json b/raw/sidecars/c1783614731353-13.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..ff38025969db3b26e90a83cdc0968021fcf2422c
--- /dev/null
+++ b/raw/sidecars/c1783614731353-13.opus.json
@@ -0,0 +1,43 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d10",
+      "value": 9,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.03,
+        "y": 0.19,
+        "w": 0.17,
+        "h": 0.19
+      }
+    },
+    {
+      "type": "d20",
+      "value": 20,
+      "confidence": 0.35,
+      "box": {
+        "x": 0.24,
+        "y": 0.63,
+        "w": 0.17,
+        "h": 0.17
+      }
+    },
+    {
+      "type": "d8",
+      "value": 4,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.68,
+        "y": 0.6,
+        "w": 0.15,
+        "h": 0.16
+      }
+    }
+  ],
+  "warnings": [
+    "Black d10 shows '9' or '6'-like digits with an underline near top; read as 9 based on underline orientation, but confidence moderate due to glare.",
+    "Magenta/pink d20 is angled with multiple numbers visible (10,11,12,15,17...); top face unclear, guessed 20 but confidence low - consider excluding.",
+    "Yellow d8 top face shows '4' but die appears slightly tilted; confidence moderate."
+  ]
+}
diff --git a/raw/sidecars/c1783614731353-13.plan.json b/raw/sidecars/c1783614731353-13.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..512d4da58f522331c3172ee5b7c779f70a733c0b
--- /dev/null
+++ b/raw/sidecars/c1783614731353-13.plan.json
@@ -0,0 +1,12 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614731353-13",
+  "createdAt": "2026-07-09T16:32:11.360Z",
+  "image": "c1783614731353-13.jpg",
+  "set": {
+    "d20": 1,
+    "d10": 1,
+    "d8": 1
+  },
+  "planIndex": 38
+}
diff --git a/raw/sidecars/c1783614756554-14.json b/raw/sidecars/c1783614756554-14.json
new file mode 100644
index 0000000000000000000000000000000000000000..a7ba0fcd1dd53340443ac0dc3927c7ac718412a9
--- /dev/null
+++ b/raw/sidecars/c1783614756554-14.json
@@ -0,0 +1,78 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614756554-14",
+  "createdAt": "2026-07-10T14:33:33.590Z",
+  "model": "reconciled:claude-sonnet-5",
+  "image": "c1783614756554-14.jpg",
+  "labels": [
+    {
+      "type": "d10",
+      "value": 7,
+      "box": {
+        "x": 0.57,
+        "y": 0.11,
+        "w": 0.14,
+        "h": 0.16
+      },
+      "confidence": 0.7
+    },
+    {
+      "type": "d10",
+      "value": 4,
+      "box": {
+        "x": 0.6,
+        "y": 0.79,
+        "w": 0.14,
+        "h": 0.16
+      },
+      "confidence": 0.65
+    },
+    {
+      "type": "d20",
+      "value": 12,
+      "box": {
+        "x": 0.03,
+        "y": 0.79,
+        "w": 0.17,
+        "h": 0.18
+      },
+      "confidence": 0.75
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d10",
+      "value": 7,
+      "confidence": 0.7,
+      "box": {
+        "x": 0.57,
+        "y": 0.11,
+        "w": 0.14,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d20",
+      "value": 12,
+      "confidence": 0.75,
+      "box": {
+        "x": 0.03,
+        "y": 0.79,
+        "w": 0.17,
+        "h": 0.18
+      }
+    },
+    {
+      "type": "d10",
+      "value": 4,
+      "confidence": 0.65,
+      "box": {
+        "x": 0.6,
+        "y": 0.79,
+        "w": 0.14,
+        "h": 0.16
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783614756554-14.opus.json b/raw/sidecars/c1783614756554-14.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..a04cfad970d7f0898effb9f10e5f9be5df165cb2
--- /dev/null
+++ b/raw/sidecars/c1783614756554-14.opus.json
@@ -0,0 +1,43 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d10",
+      "value": 7,
+      "confidence": 0.7,
+      "box": {
+        "x": 0.57,
+        "y": 0.11,
+        "w": 0.14,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d20",
+      "value": 12,
+      "confidence": 0.75,
+      "box": {
+        "x": 0.03,
+        "y": 0.79,
+        "w": 0.17,
+        "h": 0.18
+      }
+    },
+    {
+      "type": "d10",
+      "value": 4,
+      "confidence": 0.65,
+      "box": {
+        "x": 0.6,
+        "y": 0.79,
+        "w": 0.14,
+        "h": 0.16
+      }
+    }
+  ],
+  "warnings": [
+    "Black d20 shows multiple side numbers (13,19,18) besides top 12; top face read as 12 with moderate confidence.",
+    "Pink d10 at top may show 6/7 ambiguity depending on orientation mark, confidence lowered.",
+    "Pink d10 at bottom shows 0/9 near top edge; read as 4 for top face but ambiguity with orientation reduces confidence."
+  ]
+}
diff --git a/raw/sidecars/c1783614756554-14.plan.json b/raw/sidecars/c1783614756554-14.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..c4c816600924b83607df1232ed28c5b988036344
--- /dev/null
+++ b/raw/sidecars/c1783614756554-14.plan.json
@@ -0,0 +1,11 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614756554-14",
+  "createdAt": "2026-07-09T16:32:36.561Z",
+  "image": "c1783614756554-14.jpg",
+  "set": {
+    "d10": 2,
+    "d20": 1
+  },
+  "planIndex": 39
+}
diff --git a/raw/sidecars/c1783614808215-15.json b/raw/sidecars/c1783614808215-15.json
new file mode 100644
index 0000000000000000000000000000000000000000..2359f9d6ad7165077edca2bc9a8a5fdff36b800f
--- /dev/null
+++ b/raw/sidecars/c1783614808215-15.json
@@ -0,0 +1,78 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614808215-15",
+  "createdAt": "2026-07-10T14:33:33.595Z",
+  "model": "reconciled:claude-sonnet-5",
+  "image": "c1783614808215-15.jpg",
+  "labels": [
+    {
+      "type": "d8",
+      "value": 4,
+      "box": {
+        "x": 0.53,
+        "y": 0.72,
+        "w": 0.14,
+        "h": 0.16
+      },
+      "confidence": 0.7
+    },
+    {
+      "type": "d10",
+      "value": 3,
+      "box": {
+        "x": 0.24,
+        "y": 0.13,
+        "w": 0.15,
+        "h": 0.15
+      },
+      "confidence": 0.5
+    },
+    {
+      "type": "d20",
+      "value": 1,
+      "box": {
+        "x": 0.73,
+        "y": 0.66,
+        "w": 0.19,
+        "h": 0.22
+      },
+      "confidence": 0.4
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d10",
+      "value": 3,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.24,
+        "y": 0.13,
+        "w": 0.15,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d8",
+      "value": 4,
+      "confidence": 0.7,
+      "box": {
+        "x": 0.53,
+        "y": 0.72,
+        "w": 0.14,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d20",
+      "value": 1,
+      "confidence": 0.4,
+      "box": {
+        "x": 0.73,
+        "y": 0.66,
+        "w": 0.19,
+        "h": 0.22
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783614808215-15.opus.json b/raw/sidecars/c1783614808215-15.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..5f929322476feeb9e87d61b328e228747c7a219d
--- /dev/null
+++ b/raw/sidecars/c1783614808215-15.opus.json
@@ -0,0 +1,43 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d10",
+      "value": 3,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.24,
+        "y": 0.13,
+        "w": 0.15,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d8",
+      "value": 4,
+      "confidence": 0.7,
+      "box": {
+        "x": 0.53,
+        "y": 0.72,
+        "w": 0.14,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d20",
+      "value": 1,
+      "confidence": 0.4,
+      "box": {
+        "x": 0.73,
+        "y": 0.66,
+        "w": 0.19,
+        "h": 0.22
+      }
+    }
+  ],
+  "warnings": [
+    "Pink d10 top face shows a '3' but orientation mark unclear, could be read differently.",
+    "Purple d20 top face appears to show '1' but die may be slightly tilted, surrounding numbers (10,4,13,6) partially visible suggest angle; low confidence.",
+    "Green die identified as d8, but exact top face orientation is uncertain due to slight tilt."
+  ]
+}
diff --git a/raw/sidecars/c1783614808215-15.plan.json b/raw/sidecars/c1783614808215-15.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..60f9e061cd6c7d0cac107d7c37a3797a847ac7f5
--- /dev/null
+++ b/raw/sidecars/c1783614808215-15.plan.json
@@ -0,0 +1,12 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614808215-15",
+  "createdAt": "2026-07-09T16:33:28.221Z",
+  "image": "c1783614808215-15.jpg",
+  "set": {
+    "d20": 1,
+    "d10": 1,
+    "d8": 1
+  },
+  "planIndex": 40
+}
diff --git a/raw/sidecars/c1783614822507-16.json b/raw/sidecars/c1783614822507-16.json
new file mode 100644
index 0000000000000000000000000000000000000000..2f4b18d8793d9b2fba6568203d4f7ada9c00f56b
--- /dev/null
+++ b/raw/sidecars/c1783614822507-16.json
@@ -0,0 +1,78 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614822507-16",
+  "createdAt": "2026-07-10T14:33:33.605Z",
+  "model": "reconciled:claude-sonnet-5",
+  "image": "c1783614822507-16.jpg",
+  "labels": [
+    {
+      "type": "d8",
+      "value": 2,
+      "box": {
+        "x": 0.35,
+        "y": 0.72,
+        "w": 0.16,
+        "h": 0.17
+      },
+      "confidence": 0.6
+    },
+    {
+      "type": "d10",
+      "value": 2,
+      "box": {
+        "x": 0.29,
+        "y": 0.11,
+        "w": 0.14,
+        "h": 0.13
+      },
+      "confidence": 0.55
+    },
+    {
+      "type": "d20",
+      "value": 18,
+      "box": {
+        "x": 0.17,
+        "y": 0.35,
+        "w": 0.19,
+        "h": 0.19
+      },
+      "confidence": 0.75
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d10",
+      "value": 2,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.29,
+        "y": 0.11,
+        "w": 0.14,
+        "h": 0.13
+      }
+    },
+    {
+      "type": "d20",
+      "value": 18,
+      "confidence": 0.75,
+      "box": {
+        "x": 0.17,
+        "y": 0.35,
+        "w": 0.19,
+        "h": 0.19
+      }
+    },
+    {
+      "type": "d8",
+      "value": 2,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.35,
+        "y": 0.72,
+        "w": 0.16,
+        "h": 0.17
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783614822507-16.opus.json b/raw/sidecars/c1783614822507-16.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..47750c151a8ca0fcc3d4e8eea9b6cd048c9e6fd7
--- /dev/null
+++ b/raw/sidecars/c1783614822507-16.opus.json
@@ -0,0 +1,42 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d10",
+      "value": 2,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.29,
+        "y": 0.11,
+        "w": 0.14,
+        "h": 0.13
+      }
+    },
+    {
+      "type": "d20",
+      "value": 18,
+      "confidence": 0.75,
+      "box": {
+        "x": 0.17,
+        "y": 0.35,
+        "w": 0.19,
+        "h": 0.19
+      }
+    },
+    {
+      "type": "d8",
+      "value": 2,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.35,
+        "y": 0.72,
+        "w": 0.16,
+        "h": 0.17
+      }
+    }
+  ],
+  "warnings": [
+    "Pink d10 value could be 2 or 5 depending on orientation mark, low confidence due to glare and small size.",
+    "Yellow d8 top face number is somewhat ambiguous, could be 2, confidence lowered due to angle."
+  ]
+}
diff --git a/raw/sidecars/c1783614822507-16.plan.json b/raw/sidecars/c1783614822507-16.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..93308c8d78fa58cb1716aff4abe4f713bfc4f03f
--- /dev/null
+++ b/raw/sidecars/c1783614822507-16.plan.json
@@ -0,0 +1,12 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614822507-16",
+  "createdAt": "2026-07-09T16:33:42.513Z",
+  "image": "c1783614822507-16.jpg",
+  "set": {
+    "d20": 1,
+    "d10": 1,
+    "d8": 1
+  },
+  "planIndex": 41
+}
diff --git a/raw/sidecars/c1783614866585-17.json b/raw/sidecars/c1783614866585-17.json
new file mode 100644
index 0000000000000000000000000000000000000000..13052d9c13ded7ee51b4a33836a62d958968170e
--- /dev/null
+++ b/raw/sidecars/c1783614866585-17.json
@@ -0,0 +1,166 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614866585-17",
+  "createdAt": "2026-07-10T14:33:33.615Z",
+  "model": "reconciled:claude-sonnet-5",
+  "image": "c1783614866585-17.jpg",
+  "labels": [
+    {
+      "type": "d4",
+      "value": 4,
+      "box": {
+        "x": 0.05,
+        "y": 0.03,
+        "w": 0.22,
+        "h": 0.22
+      },
+      "confidence": 0.3
+    },
+    {
+      "type": "d6",
+      "value": 1,
+      "box": {
+        "x": 0.08,
+        "y": 0.32,
+        "w": 0.18,
+        "h": 0.17
+      },
+      "confidence": 0.9
+    },
+    {
+      "type": "d6",
+      "value": 1,
+      "box": {
+        "x": 0.78,
+        "y": 0.32,
+        "w": 0.15,
+        "h": 0.15
+      },
+      "confidence": 0.9
+    },
+    {
+      "type": "d8",
+      "value": 1,
+      "box": {
+        "x": 0.02,
+        "y": 0.6,
+        "w": 0.16,
+        "h": 0.16
+      },
+      "confidence": 0.4
+    },
+    {
+      "type": "d10",
+      "value": 2,
+      "box": {
+        "x": 0.38,
+        "y": 0.42,
+        "w": 0.15,
+        "h": 0.18
+      },
+      "confidence": 0.55
+    },
+    {
+      "type": "d10",
+      "value": 2,
+      "box": {
+        "x": 0.42,
+        "y": 0.65,
+        "w": 0.16,
+        "h": 0.18
+      },
+      "confidence": 0.5
+    },
+    {
+      "type": "d20",
+      "value": 16,
+      "box": {
+        "x": 0.47,
+        "y": 0.8,
+        "w": 0.22,
+        "h": 0.18
+      },
+      "confidence": 0.4
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d4",
+      "value": 4,
+      "confidence": 0.3,
+      "box": {
+        "x": 0.05,
+        "y": 0.03,
+        "w": 0.22,
+        "h": 0.22
+      }
+    },
+    {
+      "type": "d6",
+      "value": 1,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.08,
+        "y": 0.32,
+        "w": 0.18,
+        "h": 0.17
+      }
+    },
+    {
+      "type": "d6",
+      "value": 1,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.78,
+        "y": 0.32,
+        "w": 0.15,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d10",
+      "value": 2,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.38,
+        "y": 0.42,
+        "w": 0.15,
+        "h": 0.18
+      }
+    },
+    {
+      "type": "d10",
+      "value": 2,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.42,
+        "y": 0.65,
+        "w": 0.16,
+        "h": 0.18
+      }
+    },
+    {
+      "type": "d8",
+      "value": 1,
+      "confidence": 0.4,
+      "box": {
+        "x": 0.02,
+        "y": 0.6,
+        "w": 0.16,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d20",
+      "value": 16,
+      "confidence": 0.4,
+      "box": {
+        "x": 0.47,
+        "y": 0.8,
+        "w": 0.22,
+        "h": 0.18
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783614866585-17.opus.json b/raw/sidecars/c1783614866585-17.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..ba9538c0dc9a70ac9d3554b1dd5580a5fc267d04
--- /dev/null
+++ b/raw/sidecars/c1783614866585-17.opus.json
@@ -0,0 +1,89 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d4",
+      "value": 4,
+      "confidence": 0.3,
+      "box": {
+        "x": 0.05,
+        "y": 0.03,
+        "w": 0.22,
+        "h": 0.22
+      }
+    },
+    {
+      "type": "d6",
+      "value": 1,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.08,
+        "y": 0.32,
+        "w": 0.18,
+        "h": 0.17
+      }
+    },
+    {
+      "type": "d6",
+      "value": 1,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.78,
+        "y": 0.32,
+        "w": 0.15,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d10",
+      "value": 2,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.38,
+        "y": 0.42,
+        "w": 0.15,
+        "h": 0.18
+      }
+    },
+    {
+      "type": "d10",
+      "value": 2,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.42,
+        "y": 0.65,
+        "w": 0.16,
+        "h": 0.18
+      }
+    },
+    {
+      "type": "d8",
+      "value": 1,
+      "confidence": 0.4,
+      "box": {
+        "x": 0.02,
+        "y": 0.6,
+        "w": 0.16,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d20",
+      "value": 16,
+      "confidence": 0.4,
+      "box": {
+        "x": 0.47,
+        "y": 0.8,
+        "w": 0.22,
+        "h": 0.18
+      }
+    }
+  ],
+  "warnings": [
+    "Pink triangular die (d4) is tilted/leaning against tray wall; top face not clearly readable.",
+    "Yellow d8 is resting at an angle near tray edge; number orientation uncertain.",
+    "Middle pink d10 (~2) is partially glossy; value could be ambiguous with adjacent 8/6 faces.",
+    "Lower pink d10 (~2) also glossy and close to blue d20, top face partially uncertain.",
+    "Blue d20 at bottom is angled; visible '16' may not be the exact top-most face, confidence lowered."
+  ]
+}
diff --git a/raw/sidecars/c1783614866585-17.plan.json b/raw/sidecars/c1783614866585-17.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..d16426fada25f03b2204a7f926385bc3222efb2b
--- /dev/null
+++ b/raw/sidecars/c1783614866585-17.plan.json
@@ -0,0 +1,14 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614866585-17",
+  "createdAt": "2026-07-09T16:34:26.597Z",
+  "image": "c1783614866585-17.jpg",
+  "set": {
+    "d4": 1,
+    "d6": 2,
+    "d8": 1,
+    "d10": 2,
+    "d20": 1
+  },
+  "planIndex": 42
+}
diff --git a/raw/sidecars/c1783614876972-18.json b/raw/sidecars/c1783614876972-18.json
new file mode 100644
index 0000000000000000000000000000000000000000..fcdd02ee54dba61102aa67224f1c6c99ded4d89b
--- /dev/null
+++ b/raw/sidecars/c1783614876972-18.json
@@ -0,0 +1,166 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614876972-18",
+  "createdAt": "2026-07-10T14:33:33.628Z",
+  "model": "reconciled:claude-sonnet-5",
+  "image": "c1783614876972-18.jpg",
+  "labels": [
+    {
+      "type": "d4",
+      "value": 2,
+      "box": {
+        "x": 0.06,
+        "y": 0.19,
+        "w": 0.16,
+        "h": 0.16
+      },
+      "confidence": 0.4
+    },
+    {
+      "type": "d6",
+      "value": 5,
+      "box": {
+        "x": 0.19,
+        "y": 0.24,
+        "w": 0.15,
+        "h": 0.15
+      },
+      "confidence": 0.85
+    },
+    {
+      "type": "d6",
+      "value": 4,
+      "box": {
+        "x": 0.02,
+        "y": 0.32,
+        "w": 0.17,
+        "h": 0.17
+      },
+      "confidence": 0.85
+    },
+    {
+      "type": "d8",
+      "value": 3,
+      "box": {
+        "x": 0.55,
+        "y": 0.53,
+        "w": 0.15,
+        "h": 0.15
+      },
+      "confidence": 0.6
+    },
+    {
+      "type": "d10",
+      "value": 8,
+      "box": {
+        "x": 0.56,
+        "y": 0.68,
+        "w": 0.15,
+        "h": 0.16
+      },
+      "confidence": 0.5
+    },
+    {
+      "type": "d10",
+      "value": 1,
+      "box": {
+        "x": 0.66,
+        "y": 0.63,
+        "w": 0.14,
+        "h": 0.16
+      },
+      "confidence": 0.4
+    },
+    {
+      "type": "d20",
+      "value": 10,
+      "box": {
+        "x": 0.07,
+        "y": 0.42,
+        "w": 0.19,
+        "h": 0.19
+      },
+      "confidence": 0.55
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d4",
+      "value": 2,
+      "confidence": 0.4,
+      "box": {
+        "x": 0.06,
+        "y": 0.19,
+        "w": 0.16,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d6",
+      "value": 5,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.19,
+        "y": 0.24,
+        "w": 0.15,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d6",
+      "value": 4,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.02,
+        "y": 0.32,
+        "w": 0.17,
+        "h": 0.17
+      }
+    },
+    {
+      "type": "d20",
+      "value": 10,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.07,
+        "y": 0.42,
+        "w": 0.19,
+        "h": 0.19
+      }
+    },
+    {
+      "type": "d8",
+      "value": 3,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.55,
+        "y": 0.53,
+        "w": 0.15,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d10",
+      "value": 8,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.56,
+        "y": 0.68,
+        "w": 0.15,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d10",
+      "value": 1,
+      "confidence": 0.4,
+      "box": {
+        "x": 0.66,
+        "y": 0.63,
+        "w": 0.14,
+        "h": 0.16
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783614876972-18.opus.json b/raw/sidecars/c1783614876972-18.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..648e8eefd131e17d45431ff3924ce7e9487c8101
--- /dev/null
+++ b/raw/sidecars/c1783614876972-18.opus.json
@@ -0,0 +1,88 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d4",
+      "value": 2,
+      "confidence": 0.4,
+      "box": {
+        "x": 0.06,
+        "y": 0.19,
+        "w": 0.16,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d6",
+      "value": 5,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.19,
+        "y": 0.24,
+        "w": 0.15,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d6",
+      "value": 4,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.02,
+        "y": 0.32,
+        "w": 0.17,
+        "h": 0.17
+      }
+    },
+    {
+      "type": "d20",
+      "value": 10,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.07,
+        "y": 0.42,
+        "w": 0.19,
+        "h": 0.19
+      }
+    },
+    {
+      "type": "d8",
+      "value": 3,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.55,
+        "y": 0.53,
+        "w": 0.15,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d10",
+      "value": 8,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.56,
+        "y": 0.68,
+        "w": 0.15,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d10",
+      "value": 1,
+      "confidence": 0.4,
+      "box": {
+        "x": 0.66,
+        "y": 0.63,
+        "w": 0.14,
+        "h": 0.16
+      }
+    }
+  ],
+  "warnings": [
+    "d4 top value uncertain due to angle and glare - could be 2 or another face",
+    "d20 shown with multiple numbers visible around top (7,10,8,9) due to angle; read 10 as most likely up-face but confidence is low",
+    "d8 yellow die is tilted slightly, 3 is best guess for top face",
+    "Two pink/magenta d10 dice are overlapping/leaning on each other - values 8 and 1 are approximate; one die may be partially occluded"
+  ]
+}
diff --git a/raw/sidecars/c1783614876972-18.plan.json b/raw/sidecars/c1783614876972-18.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..23c3c307fb856cf4c1dd1d32e71f90ac6b932f67
--- /dev/null
+++ b/raw/sidecars/c1783614876972-18.plan.json
@@ -0,0 +1,14 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614876972-18",
+  "createdAt": "2026-07-09T16:34:36.979Z",
+  "image": "c1783614876972-18.jpg",
+  "set": {
+    "d4": 1,
+    "d6": 2,
+    "d8": 1,
+    "d10": 2,
+    "d20": 1
+  },
+  "planIndex": 43
+}
diff --git a/raw/sidecars/c1783614889529-19.json b/raw/sidecars/c1783614889529-19.json
new file mode 100644
index 0000000000000000000000000000000000000000..4d0d3e894ff60377e53a24310375ab516a41215b
--- /dev/null
+++ b/raw/sidecars/c1783614889529-19.json
@@ -0,0 +1,155 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614889529-19",
+  "createdAt": "2026-07-09T17:27:04.267460+00:00",
+  "model": "assistant-adjudicated",
+  "image": "c1783614889529-19.jpg",
+  "labels": [
+    {
+      "type": "d4",
+      "value": 1,
+      "confidence": 0.3,
+      "box": {
+        "x": 0.42,
+        "y": 0.14,
+        "w": 0.18,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d10",
+      "value": 2,
+      "confidence": 0.7,
+      "box": {
+        "x": 0.44,
+        "y": 0.37,
+        "w": 0.16,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d10",
+      "value": 8,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.08,
+        "y": 0.55,
+        "w": 0.16,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d6",
+      "value": 6,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.3,
+        "y": 0.57,
+        "w": 0.15,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d8",
+      "value": 3,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.54,
+        "y": 0.54,
+        "w": 0.17,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d20",
+      "value": 10,
+      "confidence": 0.75,
+      "box": {
+        "x": 0.27,
+        "y": 0.76,
+        "w": 0.19,
+        "h": 0.19
+      }
+    },
+    {
+      "type": "d6",
+      "value": 6,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.51,
+        "y": 0.77,
+        "w": 0.14,
+        "h": 0.15
+      }
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d4",
+      "value": 4,
+      "confidence": 0.3,
+      "box": {
+        "x": 0.4,
+        "y": 0.13,
+        "w": 0.2,
+        "h": 0.2
+      }
+    },
+    {
+      "type": "d8",
+      "value": 2,
+      "confidence": 0.4,
+      "box": {
+        "x": 0.46,
+        "y": 0.38,
+        "w": 0.15,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d10",
+      "value": 8,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.08,
+        "y": 0.58,
+        "w": 0.15,
+        "h": 0.18
+      }
+    },
+    {
+      "type": "d8",
+      "value": 3,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.55,
+        "y": 0.57,
+        "w": 0.15,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d20",
+      "value": 17,
+      "confidence": 0.4,
+      "box": {
+        "x": 0.22,
+        "y": 0.78,
+        "w": 0.22,
+        "h": 0.2
+      }
+    },
+    {
+      "type": "d6",
+      "value": 6,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.5,
+        "y": 0.78,
+        "w": 0.15,
+        "h": 0.15
+      }
+    }
+  ],
+  "corrected": true
+}
diff --git a/raw/sidecars/c1783614889529-19.opus.json b/raw/sidecars/c1783614889529-19.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..8524783aa9b54d2499b2a40a4e1fc0fead3999a1
--- /dev/null
+++ b/raw/sidecars/c1783614889529-19.opus.json
@@ -0,0 +1,80 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d4",
+      "value": 4,
+      "confidence": 0.3,
+      "box": {
+        "x": 0.4,
+        "y": 0.13,
+        "w": 0.2,
+        "h": 0.2
+      }
+    },
+    {
+      "type": "d8",
+      "value": 2,
+      "confidence": 0.4,
+      "box": {
+        "x": 0.46,
+        "y": 0.38,
+        "w": 0.15,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d10",
+      "value": 8,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.08,
+        "y": 0.58,
+        "w": 0.15,
+        "h": 0.18
+      }
+    },
+    {
+      "type": "d8",
+      "value": 3,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.55,
+        "y": 0.57,
+        "w": 0.15,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d20",
+      "value": 17,
+      "confidence": 0.4,
+      "box": {
+        "x": 0.22,
+        "y": 0.78,
+        "w": 0.22,
+        "h": 0.2
+      }
+    },
+    {
+      "type": "d6",
+      "value": 6,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.5,
+        "y": 0.78,
+        "w": 0.15,
+        "h": 0.15
+      }
+    }
+  ],
+  "warnings": [
+    "d4 (pink) appears tilted/leaning on its point, top face value uncertain",
+    "Pink d8 shows '2' but orientation of underline unclear, could be 2 vs other rotation",
+    "d10 (magenta) partially occluded, value 8 read but low confidence on orientation",
+    "d6 pink diamond-oriented, '9' could be '6' depending on underline orientation - chose 9 based on dot placement",
+    "d20 blue shows multiple numbers (8,10,12,17) visible on edges; top face read as 17 but confidence low due to angle",
+    "Yellow d8 top face read as 3, but adjacent faces 5 and other numbers visible, angle may affect accuracy",
+    "dropped d6 with out-of-range value 9"
+  ]
+}
diff --git a/raw/sidecars/c1783614889529-19.plan.json b/raw/sidecars/c1783614889529-19.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..5118ffa62239cd632704c04e1b77f147dde1f785
--- /dev/null
+++ b/raw/sidecars/c1783614889529-19.plan.json
@@ -0,0 +1,14 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614889529-19",
+  "createdAt": "2026-07-09T16:34:49.536Z",
+  "image": "c1783614889529-19.jpg",
+  "set": {
+    "d4": 1,
+    "d6": 2,
+    "d8": 1,
+    "d10": 2,
+    "d20": 1
+  },
+  "planIndex": 44
+}
diff --git a/raw/sidecars/c1783614899858-1a.json b/raw/sidecars/c1783614899858-1a.json
new file mode 100644
index 0000000000000000000000000000000000000000..6f7161ee2e8ce3d9917e7b982331bb02be658ea8
--- /dev/null
+++ b/raw/sidecars/c1783614899858-1a.json
@@ -0,0 +1,166 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614899858-1a",
+  "createdAt": "2026-07-09T17:27:04.267460+00:00",
+  "model": "assistant-adjudicated",
+  "image": "c1783614899858-1a.jpg",
+  "labels": [
+    {
+      "type": "d10",
+      "value": 4,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.56,
+        "y": 0.03,
+        "w": 0.16,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d8",
+      "value": 4,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.67,
+        "y": 0.39,
+        "w": 0.17,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d6",
+      "value": 4,
+      "confidence": 0.95,
+      "box": {
+        "x": 0.55,
+        "y": 0.47,
+        "w": 0.14,
+        "h": 0.14
+      }
+    },
+    {
+      "type": "d10",
+      "value": 7,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.76,
+        "y": 0.55,
+        "w": 0.16,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d4",
+      "value": 2,
+      "confidence": 0.35,
+      "box": {
+        "x": 0.45,
+        "y": 0.55,
+        "w": 0.17,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d6",
+      "value": 2,
+      "confidence": 0.95,
+      "box": {
+        "x": 0.63,
+        "y": 0.59,
+        "w": 0.14,
+        "h": 0.14
+      }
+    },
+    {
+      "type": "d20",
+      "value": 16,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.02,
+        "y": 0.8,
+        "w": 0.19,
+        "h": 0.18
+      }
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d10",
+      "value": 0,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.58,
+        "y": 0,
+        "w": 0.19,
+        "h": 0.19
+      }
+    },
+    {
+      "type": "d6",
+      "value": 4,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.55,
+        "y": 0.44,
+        "w": 0.17,
+        "h": 0.17
+      }
+    },
+    {
+      "type": "d10",
+      "value": 4,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.68,
+        "y": 0.4,
+        "w": 0.16,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d4",
+      "value": 2,
+      "confidence": 0.4,
+      "box": {
+        "x": 0.44,
+        "y": 0.55,
+        "w": 0.16,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d6",
+      "value": 2,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.6,
+        "y": 0.58,
+        "w": 0.16,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d10",
+      "value": 4,
+      "confidence": 0.35,
+      "box": {
+        "x": 0.77,
+        "y": 0.53,
+        "w": 0.16,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d20",
+      "value": 11,
+      "confidence": 0.6,
+      "box": {
+        "x": 0,
+        "y": 0.78,
+        "w": 0.19,
+        "h": 0.19
+      }
+    }
+  ],
+  "corrected": true
+}
diff --git a/raw/sidecars/c1783614899858-1a.opus.json b/raw/sidecars/c1783614899858-1a.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..60db956bdc5b0f41b6d9806359066d123195dbfb
--- /dev/null
+++ b/raw/sidecars/c1783614899858-1a.opus.json
@@ -0,0 +1,89 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d10",
+      "value": 0,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.58,
+        "y": 0,
+        "w": 0.19,
+        "h": 0.19
+      }
+    },
+    {
+      "type": "d6",
+      "value": 4,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.55,
+        "y": 0.44,
+        "w": 0.17,
+        "h": 0.17
+      }
+    },
+    {
+      "type": "d10",
+      "value": 4,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.68,
+        "y": 0.4,
+        "w": 0.16,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d4",
+      "value": 2,
+      "confidence": 0.4,
+      "box": {
+        "x": 0.44,
+        "y": 0.55,
+        "w": 0.16,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d6",
+      "value": 2,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.6,
+        "y": 0.58,
+        "w": 0.16,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d10",
+      "value": 4,
+      "confidence": 0.35,
+      "box": {
+        "x": 0.77,
+        "y": 0.53,
+        "w": 0.16,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d20",
+      "value": 11,
+      "confidence": 0.6,
+      "box": {
+        "x": 0,
+        "y": 0.78,
+        "w": 0.19,
+        "h": 0.19
+      }
+    }
+  ],
+  "warnings": [
+    "Pink d10 (top) shows a digit that could be 0 with underline dot near '9' and '4' side faces visible; top face read as 0 with low-medium confidence due to glare.",
+    "Red/maroon d4 in center is resting on a point/edge with multiple faces visible; top value uncertain, read as 2 but could be misread - low confidence.",
+    "Yellow d10 top face appears angled; read as 4 but could be ambiguous due to viewing angle.",
+    "Pink/magenta d10 (right) is glossy and partially angled; value read as 4 but confidence is low.",
+    "Blue d20 at bottom-left is partially cut off by image edge; numbers 18,10,11 visible on side faces, top face read as 11 with medium confidence."
+  ]
+}
diff --git a/raw/sidecars/c1783614899858-1a.plan.json b/raw/sidecars/c1783614899858-1a.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..e6baf74b892bcc97e95283fec60a6114775f7675
--- /dev/null
+++ b/raw/sidecars/c1783614899858-1a.plan.json
@@ -0,0 +1,14 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614899858-1a",
+  "createdAt": "2026-07-09T16:34:59.870Z",
+  "image": "c1783614899858-1a.jpg",
+  "set": {
+    "d4": 1,
+    "d6": 2,
+    "d8": 1,
+    "d10": 2,
+    "d20": 1
+  },
+  "planIndex": 45
+}
diff --git a/raw/sidecars/c1783614911853-1b.json b/raw/sidecars/c1783614911853-1b.json
new file mode 100644
index 0000000000000000000000000000000000000000..6e6c22dbb285d8c48589a9ddf3e6b87d01dc4e02
--- /dev/null
+++ b/raw/sidecars/c1783614911853-1b.json
@@ -0,0 +1,166 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614911853-1b",
+  "createdAt": "2026-07-09T17:27:04.267460+00:00",
+  "model": "assistant-adjudicated",
+  "image": "c1783614911853-1b.jpg",
+  "labels": [
+    {
+      "type": "d8",
+      "value": 2,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.0,
+        "y": 0.24,
+        "w": 0.14,
+        "h": 0.17
+      }
+    },
+    {
+      "type": "d20",
+      "value": 6,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.38,
+        "y": 0.2,
+        "w": 0.19,
+        "h": 0.19
+      }
+    },
+    {
+      "type": "d4",
+      "value": 3,
+      "confidence": 0.3,
+      "box": {
+        "x": 0.4,
+        "y": 0.36,
+        "w": 0.17,
+        "h": 0.17
+      }
+    },
+    {
+      "type": "d10",
+      "value": 2,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.6,
+        "y": 0.33,
+        "w": 0.17,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d10",
+      "value": 6,
+      "confidence": 0.45,
+      "box": {
+        "x": 0.52,
+        "y": 0.61,
+        "w": 0.17,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d6",
+      "value": 3,
+      "confidence": 0.95,
+      "box": {
+        "x": 0.17,
+        "y": 0.65,
+        "w": 0.14,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d6",
+      "value": 5,
+      "confidence": 0.95,
+      "box": {
+        "x": 0.11,
+        "y": 0.79,
+        "w": 0.13,
+        "h": 0.14
+      }
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d6",
+      "value": 2,
+      "confidence": 0.6,
+      "box": {
+        "x": 0,
+        "y": 0.16,
+        "w": 0.16,
+        "h": 0.2
+      }
+    },
+    {
+      "type": "d20",
+      "value": 16,
+      "confidence": 0.45,
+      "box": {
+        "x": 0.35,
+        "y": 0.16,
+        "w": 0.24,
+        "h": 0.26
+      }
+    },
+    {
+      "type": "d4",
+      "value": 3,
+      "confidence": 0.4,
+      "box": {
+        "x": 0.4,
+        "y": 0.36,
+        "w": 0.16,
+        "h": 0.2
+      }
+    },
+    {
+      "type": "d10",
+      "value": 8,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.6,
+        "y": 0.32,
+        "w": 0.18,
+        "h": 0.18
+      }
+    },
+    {
+      "type": "d6",
+      "value": 3,
+      "confidence": 0.75,
+      "box": {
+        "x": 0.18,
+        "y": 0.66,
+        "w": 0.15,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d6",
+      "value": 5,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.08,
+        "y": 0.82,
+        "w": 0.16,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d10",
+      "value": 6,
+      "confidence": 0.4,
+      "box": {
+        "x": 0.58,
+        "y": 0.63,
+        "w": 0.2,
+        "h": 0.18
+      }
+    }
+  ],
+  "corrected": true
+}
diff --git a/raw/sidecars/c1783614911853-1b.opus.json b/raw/sidecars/c1783614911853-1b.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..34d2c02e2df88589ee02a19b774d9820328f850f
--- /dev/null
+++ b/raw/sidecars/c1783614911853-1b.opus.json
@@ -0,0 +1,88 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d6",
+      "value": 2,
+      "confidence": 0.6,
+      "box": {
+        "x": 0,
+        "y": 0.16,
+        "w": 0.16,
+        "h": 0.2
+      }
+    },
+    {
+      "type": "d20",
+      "value": 16,
+      "confidence": 0.45,
+      "box": {
+        "x": 0.35,
+        "y": 0.16,
+        "w": 0.24,
+        "h": 0.26
+      }
+    },
+    {
+      "type": "d4",
+      "value": 3,
+      "confidence": 0.4,
+      "box": {
+        "x": 0.4,
+        "y": 0.36,
+        "w": 0.16,
+        "h": 0.2
+      }
+    },
+    {
+      "type": "d10",
+      "value": 8,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.6,
+        "y": 0.32,
+        "w": 0.18,
+        "h": 0.18
+      }
+    },
+    {
+      "type": "d6",
+      "value": 3,
+      "confidence": 0.75,
+      "box": {
+        "x": 0.18,
+        "y": 0.66,
+        "w": 0.15,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d6",
+      "value": 5,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.08,
+        "y": 0.82,
+        "w": 0.16,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d10",
+      "value": 6,
+      "confidence": 0.4,
+      "box": {
+        "x": 0.58,
+        "y": 0.63,
+        "w": 0.2,
+        "h": 0.18
+      }
+    }
+  ],
+  "warnings": [
+    "d20 die (blue) is angled/glossy; top face read as 16 but could be misread due to surrounding numbers visible (1,19,18,11,etc.) - low confidence.",
+    "d4 (pink, pointing up) value read from visible edge numbers, actual top face ambiguous - low confidence.",
+    "Pink d10 in lower right shows overlapping digits (1,6,9) making the true up-face uncertain, reported as 6 with low confidence.",
+    "Yellow d6 partially cropped at left edge, only partial faces visible."
+  ]
+}
diff --git a/raw/sidecars/c1783614911853-1b.plan.json b/raw/sidecars/c1783614911853-1b.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..360bc83c0308b5b53a8a97bdbdb25c87ceac968f
--- /dev/null
+++ b/raw/sidecars/c1783614911853-1b.plan.json
@@ -0,0 +1,14 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614911853-1b",
+  "createdAt": "2026-07-09T16:35:11.865Z",
+  "image": "c1783614911853-1b.jpg",
+  "set": {
+    "d4": 1,
+    "d6": 2,
+    "d8": 1,
+    "d10": 2,
+    "d20": 1
+  },
+  "planIndex": 46
+}
diff --git a/raw/sidecars/c1783618106646-0.json b/raw/sidecars/c1783618106646-0.json
new file mode 100644
index 0000000000000000000000000000000000000000..c5925816805df66d7f1e92ef4658b1aa61428406
--- /dev/null
+++ b/raw/sidecars/c1783618106646-0.json
@@ -0,0 +1,166 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783618106646-0",
+  "createdAt": "2026-07-09T17:37:21.462166+00:00",
+  "model": "assistant-adjudicated",
+  "image": "c1783618106646-0.jpg",
+  "labels": [
+    {
+      "type": "d8",
+      "value": 2,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.0,
+        "y": 0.24,
+        "w": 0.14,
+        "h": 0.17
+      }
+    },
+    {
+      "type": "d20",
+      "value": 6,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.38,
+        "y": 0.2,
+        "w": 0.19,
+        "h": 0.19
+      }
+    },
+    {
+      "type": "d4",
+      "value": 3,
+      "confidence": 0.3,
+      "box": {
+        "x": 0.4,
+        "y": 0.36,
+        "w": 0.17,
+        "h": 0.17
+      }
+    },
+    {
+      "type": "d10",
+      "value": 2,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.6,
+        "y": 0.33,
+        "w": 0.17,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d10",
+      "value": 6,
+      "confidence": 0.45,
+      "box": {
+        "x": 0.52,
+        "y": 0.61,
+        "w": 0.17,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d6",
+      "value": 3,
+      "confidence": 0.95,
+      "box": {
+        "x": 0.17,
+        "y": 0.65,
+        "w": 0.14,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d6",
+      "value": 5,
+      "confidence": 0.95,
+      "box": {
+        "x": 0.11,
+        "y": 0.79,
+        "w": 0.13,
+        "h": 0.14
+      }
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d4",
+      "value": 2,
+      "confidence": 0.5,
+      "box": {
+        "x": 0,
+        "y": 0.14,
+        "w": 0.16,
+        "h": 0.19
+      }
+    },
+    {
+      "type": "d20",
+      "value": 18,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.38,
+        "y": 0.17,
+        "w": 0.24,
+        "h": 0.26
+      }
+    },
+    {
+      "type": "d4",
+      "value": 3,
+      "confidence": 0.4,
+      "box": {
+        "x": 0.4,
+        "y": 0.37,
+        "w": 0.15,
+        "h": 0.2
+      }
+    },
+    {
+      "type": "d8",
+      "value": 8,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.6,
+        "y": 0.25,
+        "w": 0.16,
+        "h": 0.18
+      }
+    },
+    {
+      "type": "d6",
+      "value": 3,
+      "confidence": 0.75,
+      "box": {
+        "x": 0.16,
+        "y": 0.65,
+        "w": 0.16,
+        "h": 0.17
+      }
+    },
+    {
+      "type": "d6",
+      "value": 5,
+      "confidence": 0.7,
+      "box": {
+        "x": 0.05,
+        "y": 0.8,
+        "w": 0.16,
+        "h": 0.18
+      }
+    },
+    {
+      "type": "d10",
+      "value": 6,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.55,
+        "y": 0.62,
+        "w": 0.17,
+        "h": 0.2
+      }
+    }
+  ],
+  "corrected": true
+}
diff --git a/raw/sidecars/c1783618106646-0.opus.json b/raw/sidecars/c1783618106646-0.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..e425e8f1b377ddad2b9f76956c1a077a336781ba
--- /dev/null
+++ b/raw/sidecars/c1783618106646-0.opus.json
@@ -0,0 +1,88 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d4",
+      "value": 2,
+      "confidence": 0.5,
+      "box": {
+        "x": 0,
+        "y": 0.14,
+        "w": 0.16,
+        "h": 0.19
+      }
+    },
+    {
+      "type": "d20",
+      "value": 18,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.38,
+        "y": 0.17,
+        "w": 0.24,
+        "h": 0.26
+      }
+    },
+    {
+      "type": "d4",
+      "value": 3,
+      "confidence": 0.4,
+      "box": {
+        "x": 0.4,
+        "y": 0.37,
+        "w": 0.15,
+        "h": 0.2
+      }
+    },
+    {
+      "type": "d8",
+      "value": 8,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.6,
+        "y": 0.25,
+        "w": 0.16,
+        "h": 0.18
+      }
+    },
+    {
+      "type": "d6",
+      "value": 3,
+      "confidence": 0.75,
+      "box": {
+        "x": 0.16,
+        "y": 0.65,
+        "w": 0.16,
+        "h": 0.17
+      }
+    },
+    {
+      "type": "d6",
+      "value": 5,
+      "confidence": 0.7,
+      "box": {
+        "x": 0.05,
+        "y": 0.8,
+        "w": 0.16,
+        "h": 0.18
+      }
+    },
+    {
+      "type": "d10",
+      "value": 6,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.55,
+        "y": 0.62,
+        "w": 0.17,
+        "h": 0.2
+      }
+    }
+  ],
+  "warnings": [
+    "The blue d20's top face is ambiguous due to angle and glossy surface; reading '18' but could be a neighboring face like 19 or 6.",
+    "The pink triangular die (d4) shows overlapping numbers on its slanted faces; top face reading '3' is uncertain.",
+    "The pink d10 near bottom right shows '6' but could be '9' depending on orientation; underline/dot not clearly visible.",
+    "The yellow d4 at left edge is partially cropped, reducing confidence in exact top-face reading."
+  ]
+}
diff --git a/raw/sidecars/c1783618106646-0.plan.json b/raw/sidecars/c1783618106646-0.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..f352701dd865d66955ae47584504b7c6f3b17818
--- /dev/null
+++ b/raw/sidecars/c1783618106646-0.plan.json
@@ -0,0 +1,14 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783618106646-0",
+  "createdAt": "2026-07-09T17:28:26.652Z",
+  "image": "c1783618106646-0.jpg",
+  "set": {
+    "d4": 1,
+    "d6": 2,
+    "d8": 1,
+    "d10": 2,
+    "d20": 1
+  },
+  "planIndex": 47
+}
diff --git a/raw/sidecars/c1783618129512-2.json b/raw/sidecars/c1783618129512-2.json
new file mode 100644
index 0000000000000000000000000000000000000000..dd58c21bc73b8eeb0eac5938aa8cf000d9e9de51
--- /dev/null
+++ b/raw/sidecars/c1783618129512-2.json
@@ -0,0 +1,22 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783618129512-2",
+  "createdAt": "2026-07-09T17:37:21.462166+00:00",
+  "model": "assistant-adjudicated",
+  "image": "c1783618129512-2.jpg",
+  "labels": [
+    {
+      "type": "d4",
+      "value": 1,
+      "confidence": 0.25,
+      "box": {
+        "x": 0.03,
+        "y": 0.55,
+        "w": 0.15,
+        "h": 0.15
+      }
+    }
+  ],
+  "modelLabels": [],
+  "corrected": true
+}
diff --git a/raw/sidecars/c1783618129512-2.opus.json b/raw/sidecars/c1783618129512-2.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..5e8103f7d3f6c5f252afb2bdd874e68af1059f54
--- /dev/null
+++ b/raw/sidecars/c1783618129512-2.opus.json
@@ -0,0 +1,7 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [],
+  "warnings": [
+    "A small pink triangular object (possibly a d4 die) is visible at approximately x=0.03-0.19, y=0.39-0.51, but it is resting on a point/edge with no clear flat top face visible, and no numbers are legibly readable due to glare and angle. Not reported as a confident die read."
+  ]
+}
diff --git a/raw/sidecars/c1783618129512-2.plan.json b/raw/sidecars/c1783618129512-2.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..3be34f043abdc26dae8233ba4c6b6b9192927721
--- /dev/null
+++ b/raw/sidecars/c1783618129512-2.plan.json
@@ -0,0 +1,10 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783618129512-2",
+  "createdAt": "2026-07-09T17:28:49.519Z",
+  "image": "c1783618129512-2.jpg",
+  "set": {
+    "d4": 1
+  },
+  "planIndex": 49
+}
diff --git a/raw/sidecars/c1783618138238-3.json b/raw/sidecars/c1783618138238-3.json
new file mode 100644
index 0000000000000000000000000000000000000000..20b964ffbc18b5571eac5b8d32ff3861f11e3af4
--- /dev/null
+++ b/raw/sidecars/c1783618138238-3.json
@@ -0,0 +1,34 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783618138238-3",
+  "createdAt": "2026-07-10T14:33:33.640Z",
+  "model": "reconciled:claude-sonnet-5",
+  "image": "c1783618138238-3.jpg",
+  "labels": [
+    {
+      "type": "d4",
+      "value": 2,
+      "box": {
+        "x": 0.29,
+        "y": 0.44,
+        "w": 0.19,
+        "h": 0.17
+      },
+      "confidence": 0.3
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d4",
+      "value": 2,
+      "confidence": 0.3,
+      "box": {
+        "x": 0.29,
+        "y": 0.44,
+        "w": 0.19,
+        "h": 0.17
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783618138238-3.opus.json b/raw/sidecars/c1783618138238-3.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..57fe32d6ca5b956c3e9deaa47db8c1b09b1cbf38
--- /dev/null
+++ b/raw/sidecars/c1783618138238-3.opus.json
@@ -0,0 +1,19 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d4",
+      "value": 2,
+      "confidence": 0.3,
+      "box": {
+        "x": 0.29,
+        "y": 0.44,
+        "w": 0.19,
+        "h": 0.17
+      }
+    }
+  ],
+  "warnings": [
+    "The d4 die's top face/value could not be confidently determined due to the angle and glossy surface; the visible faces are slanted and no single number is clearly on top."
+  ]
+}
diff --git a/raw/sidecars/c1783618138238-3.plan.json b/raw/sidecars/c1783618138238-3.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..5abf113ca96ce1e9e8ddcfaafdfd84d1f0b8af5a
--- /dev/null
+++ b/raw/sidecars/c1783618138238-3.plan.json
@@ -0,0 +1,10 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783618138238-3",
+  "createdAt": "2026-07-09T17:28:58.241Z",
+  "image": "c1783618138238-3.jpg",
+  "set": {
+    "d4": 1
+  },
+  "planIndex": 50
+}
diff --git a/raw/sidecars/c1783618146839-4.json b/raw/sidecars/c1783618146839-4.json
new file mode 100644
index 0000000000000000000000000000000000000000..4a8fa98f5b011c66813192bbff0f9f788a773967
--- /dev/null
+++ b/raw/sidecars/c1783618146839-4.json
@@ -0,0 +1,22 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783618146839-4",
+  "createdAt": "2026-07-09T17:37:21.462166+00:00",
+  "model": "assistant-adjudicated",
+  "image": "c1783618146839-4.jpg",
+  "labels": [
+    {
+      "type": "d4",
+      "value": 1,
+      "confidence": 0.2,
+      "box": {
+        "x": 0.0,
+        "y": 0.38,
+        "w": 0.1,
+        "h": 0.15
+      }
+    }
+  ],
+  "modelLabels": [],
+  "corrected": true
+}
diff --git a/raw/sidecars/c1783618146839-4.opus.json b/raw/sidecars/c1783618146839-4.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..b4c5c6ab7d61fc293387b50dce427394520f80e2
--- /dev/null
+++ b/raw/sidecars/c1783618146839-4.opus.json
@@ -0,0 +1,7 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [],
+  "warnings": [
+    "No dice are visible in this image; it appears to be an empty dice tray or container lid with scratches and reflections, and a small blue triangular object in the corner that is not a die."
+  ]
+}
diff --git a/raw/sidecars/c1783618146839-4.plan.json b/raw/sidecars/c1783618146839-4.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..a4a7f5c681cd6bdd60d9f8e480e0beb3cda41336
--- /dev/null
+++ b/raw/sidecars/c1783618146839-4.plan.json
@@ -0,0 +1,10 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783618146839-4",
+  "createdAt": "2026-07-09T17:29:06.846Z",
+  "image": "c1783618146839-4.jpg",
+  "set": {
+    "d4": 1
+  },
+  "planIndex": 51
+}
diff --git a/raw/sidecars/c1783618152763-5.json b/raw/sidecars/c1783618152763-5.json
new file mode 100644
index 0000000000000000000000000000000000000000..3cd8ac4b2affc8b2447f95cd6166b9ce99a8191c
--- /dev/null
+++ b/raw/sidecars/c1783618152763-5.json
@@ -0,0 +1,22 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783618152763-5",
+  "createdAt": "2026-07-09T17:37:21.462166+00:00",
+  "model": "assistant-adjudicated",
+  "image": "c1783618152763-5.jpg",
+  "labels": [
+    {
+      "type": "d4",
+      "value": 1,
+      "confidence": 0.2,
+      "box": {
+        "x": 0.02,
+        "y": 0.51,
+        "w": 0.13,
+        "h": 0.13
+      }
+    }
+  ],
+  "modelLabels": [],
+  "corrected": true
+}
diff --git a/raw/sidecars/c1783618152763-5.opus.json b/raw/sidecars/c1783618152763-5.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..e58c1342c7932004a1b57fc29dfe75650c788cb1
--- /dev/null
+++ b/raw/sidecars/c1783618152763-5.opus.json
@@ -0,0 +1,7 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [],
+  "warnings": [
+    "No readable dice found in image; only an empty container is visible with a small blue triangular object (possibly a broken die fragment or unrelated object) in the lower left, which does not show a readable face value."
+  ]
+}
diff --git a/raw/sidecars/c1783618152763-5.plan.json b/raw/sidecars/c1783618152763-5.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..9007ecfc4c173e28ac46410ceb95618026f8d1f9
--- /dev/null
+++ b/raw/sidecars/c1783618152763-5.plan.json
@@ -0,0 +1,10 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783618152763-5",
+  "createdAt": "2026-07-09T17:29:12.770Z",
+  "image": "c1783618152763-5.jpg",
+  "set": {
+    "d4": 1
+  },
+  "planIndex": 52
+}
diff --git a/raw/sidecars/c1783618162188-6.json b/raw/sidecars/c1783618162188-6.json
new file mode 100644
index 0000000000000000000000000000000000000000..def3fc94c3768c285a26a87b00bfb48200ee789b
--- /dev/null
+++ b/raw/sidecars/c1783618162188-6.json
@@ -0,0 +1,22 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783618162188-6",
+  "createdAt": "2026-07-09T17:37:21.462166+00:00",
+  "model": "assistant-adjudicated",
+  "image": "c1783618162188-6.jpg",
+  "labels": [
+    {
+      "type": "d4",
+      "value": 1,
+      "confidence": 0.25,
+      "box": {
+        "x": 0.31,
+        "y": 0.73,
+        "w": 0.14,
+        "h": 0.15
+      }
+    }
+  ],
+  "modelLabels": [],
+  "corrected": true
+}
diff --git a/raw/sidecars/c1783618162188-6.opus.json b/raw/sidecars/c1783618162188-6.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..cf484fa4257e5186ea254f146b044cca59b93ba5
--- /dev/null
+++ b/raw/sidecars/c1783618162188-6.opus.json
@@ -0,0 +1,8 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [],
+  "warnings": [
+    "The blue object in the image appears to be a d4 die resting on its edge/point rather than flat on a face, so no single top value can be confidently read.",
+    "Image is blurry and low-contrast, making it difficult to identify any numbers on the die."
+  ]
+}
diff --git a/raw/sidecars/c1783618162188-6.plan.json b/raw/sidecars/c1783618162188-6.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..137b8bb2f7920c94cd5a2f23917b44db17a35a06
--- /dev/null
+++ b/raw/sidecars/c1783618162188-6.plan.json
@@ -0,0 +1,10 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783618162188-6",
+  "createdAt": "2026-07-09T17:29:22.199Z",
+  "image": "c1783618162188-6.jpg",
+  "set": {
+    "d4": 1
+  },
+  "planIndex": 53
+}
diff --git a/raw/sidecars/c1783618167088-7.json b/raw/sidecars/c1783618167088-7.json
new file mode 100644
index 0000000000000000000000000000000000000000..450a7c66b0313be6a02c591c2ab0a2ac37f4a8b3
--- /dev/null
+++ b/raw/sidecars/c1783618167088-7.json
@@ -0,0 +1,22 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783618167088-7",
+  "createdAt": "2026-07-09T17:37:21.462166+00:00",
+  "model": "assistant-adjudicated",
+  "image": "c1783618167088-7.jpg",
+  "labels": [
+    {
+      "type": "d4",
+      "value": 1,
+      "confidence": 0.2,
+      "box": {
+        "x": 0.0,
+        "y": 0.75,
+        "w": 0.12,
+        "h": 0.15
+      }
+    }
+  ],
+  "modelLabels": [],
+  "corrected": true
+}
diff --git a/raw/sidecars/c1783618167088-7.opus.json b/raw/sidecars/c1783618167088-7.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..b735524cbb65d45f48e60f96978f439236b9d4d6
--- /dev/null
+++ b/raw/sidecars/c1783618167088-7.opus.json
@@ -0,0 +1,7 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [],
+  "warnings": [
+    "No dice are visible in this image; it appears to show an empty dice tray/container with only a small blue object (possibly a broken piece or debris) visible, not an actual die."
+  ]
+}
diff --git a/raw/sidecars/c1783618167088-7.plan.json b/raw/sidecars/c1783618167088-7.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..c4d8a98efe703cc6bff66a4bb08fff8deafb34d0
--- /dev/null
+++ b/raw/sidecars/c1783618167088-7.plan.json
@@ -0,0 +1,10 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783618167088-7",
+  "createdAt": "2026-07-09T17:29:27.095Z",
+  "image": "c1783618167088-7.jpg",
+  "set": {
+    "d4": 1
+  },
+  "planIndex": 54
+}
diff --git a/raw/sidecars/c1783618179426-9.json b/raw/sidecars/c1783618179426-9.json
new file mode 100644
index 0000000000000000000000000000000000000000..372c72ad52d28a1bedec6dad63504b04d0bb992e
--- /dev/null
+++ b/raw/sidecars/c1783618179426-9.json
@@ -0,0 +1,67 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783618179426-9",
+  "createdAt": "2026-07-09T17:37:21.462166+00:00",
+  "model": "assistant-adjudicated",
+  "image": "c1783618179426-9.jpg",
+  "labels": [
+    {
+      "type": "d6",
+      "value": 2,
+      "confidence": 0.95,
+      "box": {
+        "x": 0.4,
+        "y": 0.11,
+        "w": 0.13,
+        "h": 0.13
+      }
+    },
+    {
+      "type": "d6",
+      "value": 4,
+      "confidence": 0.95,
+      "box": {
+        "x": 0.39,
+        "y": 0.53,
+        "w": 0.15,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d4",
+      "value": 1,
+      "confidence": 0.25,
+      "box": {
+        "x": 0.75,
+        "y": 0.58,
+        "w": 0.14,
+        "h": 0.13
+      }
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d6",
+      "value": 2,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.4,
+        "y": 0.1,
+        "w": 0.16,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d6",
+      "value": 4,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.4,
+        "y": 0.53,
+        "w": 0.16,
+        "h": 0.16
+      }
+    }
+  ],
+  "corrected": true
+}
diff --git a/raw/sidecars/c1783618179426-9.opus.json b/raw/sidecars/c1783618179426-9.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..c06336d23b1b83b47b460860a53f42a9e156ac28
--- /dev/null
+++ b/raw/sidecars/c1783618179426-9.opus.json
@@ -0,0 +1,30 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d6",
+      "value": 2,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.4,
+        "y": 0.1,
+        "w": 0.16,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d6",
+      "value": 4,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.4,
+        "y": 0.53,
+        "w": 0.16,
+        "h": 0.16
+      }
+    }
+  ],
+  "warnings": [
+    "A blue triangular object near the right edge appears to be a broken die fragment or non-die object, not a readable die."
+  ]
+}
diff --git a/raw/sidecars/c1783618179426-9.plan.json b/raw/sidecars/c1783618179426-9.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..b6e346d4cdd1230053042b7ee168a061131c82d7
--- /dev/null
+++ b/raw/sidecars/c1783618179426-9.plan.json
@@ -0,0 +1,11 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783618179426-9",
+  "createdAt": "2026-07-09T17:29:39.433Z",
+  "image": "c1783618179426-9.jpg",
+  "set": {
+    "d4": 1,
+    "d6": 2
+  },
+  "planIndex": 56
+}
diff --git a/raw/sidecars/c1783618188166-a.json b/raw/sidecars/c1783618188166-a.json
new file mode 100644
index 0000000000000000000000000000000000000000..0f6a430b2f53a497f69f1a20461ee4de2556156f
--- /dev/null
+++ b/raw/sidecars/c1783618188166-a.json
@@ -0,0 +1,56 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783618188166-a",
+  "createdAt": "2026-07-09T17:37:21.462166+00:00",
+  "model": "assistant-adjudicated",
+  "image": "c1783618188166-a.jpg",
+  "labels": [
+    {
+      "type": "d6",
+      "value": 6,
+      "confidence": 0.95,
+      "box": {
+        "x": 0.21,
+        "y": 0.53,
+        "w": 0.12,
+        "h": 0.12
+      }
+    },
+    {
+      "type": "d4",
+      "value": 1,
+      "confidence": 0.3,
+      "box": {
+        "x": 0.36,
+        "y": 0.7,
+        "w": 0.14,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d6",
+      "value": 2,
+      "confidence": 0.7,
+      "box": {
+        "x": 0.41,
+        "y": 0.86,
+        "w": 0.14,
+        "h": 0.14
+      }
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d6",
+      "value": 6,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.22,
+        "y": 0.53,
+        "w": 0.13,
+        "h": 0.13
+      }
+    }
+  ],
+  "corrected": true
+}
diff --git a/raw/sidecars/c1783618188166-a.opus.json b/raw/sidecars/c1783618188166-a.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..a0f2fe764b8ad5f147f7947b4fe192761e6c5af5
--- /dev/null
+++ b/raw/sidecars/c1783618188166-a.opus.json
@@ -0,0 +1,20 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d6",
+      "value": 6,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.22,
+        "y": 0.53,
+        "w": 0.13,
+        "h": 0.13
+      }
+    }
+  ],
+  "warnings": [
+    "A blue d4 is visible but appears to be resting on a point/edge with no single face clearly up, so its value could not be read.",
+    "A white d6 partially visible at the bottom edge of the image is cut off and occluded, so its value could not be confidently read."
+  ]
+}
diff --git a/raw/sidecars/c1783618188166-a.plan.json b/raw/sidecars/c1783618188166-a.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..38b556be246f911851976a70e123d6aec83233b2
--- /dev/null
+++ b/raw/sidecars/c1783618188166-a.plan.json
@@ -0,0 +1,11 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783618188166-a",
+  "createdAt": "2026-07-09T17:29:48.169Z",
+  "image": "c1783618188166-a.jpg",
+  "set": {
+    "d4": 1,
+    "d6": 2
+  },
+  "planIndex": 57
+}
diff --git a/raw/sidecars/c1783618193860-b.json b/raw/sidecars/c1783618193860-b.json
new file mode 100644
index 0000000000000000000000000000000000000000..0ce6d062a3dd12d47c6b088e92dc96d83b2eb3e7
--- /dev/null
+++ b/raw/sidecars/c1783618193860-b.json
@@ -0,0 +1,78 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783618193860-b",
+  "createdAt": "2026-07-10T14:33:33.650Z",
+  "model": "reconciled:claude-sonnet-5",
+  "image": "c1783618193860-b.jpg",
+  "labels": [
+    {
+      "type": "d4",
+      "value": 4,
+      "box": {
+        "x": 0.55,
+        "y": 0.47,
+        "w": 0.15,
+        "h": 0.16
+      },
+      "confidence": 0.2
+    },
+    {
+      "type": "d6",
+      "value": 2,
+      "box": {
+        "x": 0,
+        "y": 0.58,
+        "w": 0.16,
+        "h": 0.2
+      },
+      "confidence": 0.85
+    },
+    {
+      "type": "d6",
+      "value": 1,
+      "box": {
+        "x": 0.68,
+        "y": 0.63,
+        "w": 0.14,
+        "h": 0.16
+      },
+      "confidence": 0.85
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d6",
+      "value": 2,
+      "confidence": 0.85,
+      "box": {
+        "x": 0,
+        "y": 0.58,
+        "w": 0.16,
+        "h": 0.2
+      }
+    },
+    {
+      "type": "d6",
+      "value": 1,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.68,
+        "y": 0.63,
+        "w": 0.14,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d4",
+      "value": 4,
+      "confidence": 0.2,
+      "box": {
+        "x": 0.55,
+        "y": 0.47,
+        "w": 0.15,
+        "h": 0.16
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783618193860-b.opus.json b/raw/sidecars/c1783618193860-b.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..bf929d091fea09ec700238f132dcec393d146ba5
--- /dev/null
+++ b/raw/sidecars/c1783618193860-b.opus.json
@@ -0,0 +1,42 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d6",
+      "value": 2,
+      "confidence": 0.85,
+      "box": {
+        "x": 0,
+        "y": 0.58,
+        "w": 0.16,
+        "h": 0.2
+      }
+    },
+    {
+      "type": "d6",
+      "value": 1,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.68,
+        "y": 0.63,
+        "w": 0.14,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d4",
+      "value": 4,
+      "confidence": 0.2,
+      "box": {
+        "x": 0.55,
+        "y": 0.47,
+        "w": 0.15,
+        "h": 0.16
+      }
+    }
+  ],
+  "warnings": [
+    "The blue d4 is resting on a point/edge with no single face clearly up; its value could not be read confidently.",
+    "The plastic tray container itself has no dice markings; only three dice are present in the tray."
+  ]
+}
diff --git a/raw/sidecars/c1783618193860-b.plan.json b/raw/sidecars/c1783618193860-b.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..0ae6c402a1408391233d8e5eb44001a9bf342b3d
--- /dev/null
+++ b/raw/sidecars/c1783618193860-b.plan.json
@@ -0,0 +1,11 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783618193860-b",
+  "createdAt": "2026-07-09T17:29:53.867Z",
+  "image": "c1783618193860-b.jpg",
+  "set": {
+    "d4": 1,
+    "d6": 2
+  },
+  "planIndex": 58
+}
diff --git a/raw/sidecars/c1783618207108-c.json b/raw/sidecars/c1783618207108-c.json
new file mode 100644
index 0000000000000000000000000000000000000000..8563b35c5fefcd4ac81c82de84995c78f1e41225
--- /dev/null
+++ b/raw/sidecars/c1783618207108-c.json
@@ -0,0 +1,56 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783618207108-c",
+  "createdAt": "2026-07-10T14:33:33.662Z",
+  "model": "reconciled:claude-sonnet-5",
+  "image": "c1783618207108-c.jpg",
+  "labels": [
+    {
+      "type": "d4",
+      "value": 3,
+      "box": {
+        "x": 0.56,
+        "y": 0.36,
+        "w": 0.18,
+        "h": 0.15
+      },
+      "confidence": 0.3
+    },
+    {
+      "type": "d20",
+      "value": 9,
+      "box": {
+        "x": 0.19,
+        "y": 0.85,
+        "w": 0.19,
+        "h": 0.15
+      },
+      "confidence": 0.3
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d4",
+      "value": 3,
+      "confidence": 0.3,
+      "box": {
+        "x": 0.56,
+        "y": 0.36,
+        "w": 0.18,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d20",
+      "value": 9,
+      "confidence": 0.3,
+      "box": {
+        "x": 0.19,
+        "y": 0.85,
+        "w": 0.19,
+        "h": 0.15
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783618207108-c.opus.json b/raw/sidecars/c1783618207108-c.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..88dd04600e3715c19e66f38dbc06216415c1b5b7
--- /dev/null
+++ b/raw/sidecars/c1783618207108-c.opus.json
@@ -0,0 +1,32 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d4",
+      "value": 3,
+      "confidence": 0.3,
+      "box": {
+        "x": 0.56,
+        "y": 0.36,
+        "w": 0.18,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d20",
+      "value": 9,
+      "confidence": 0.3,
+      "box": {
+        "x": 0.19,
+        "y": 0.85,
+        "w": 0.19,
+        "h": 0.15
+      }
+    }
+  ],
+  "warnings": [
+    "Pink d4 is a tetrahedron viewed from the side; the top point/face is unclear, so the value is a rough guess based on visible edge numbers.",
+    "Purple d20 is only partially visible at the bottom edge of the tray, partially cropped, making it hard to confirm the top face; numbers visible include 8, 9, and a possible 6/9 ambiguity.",
+    "Lighting is dim and glare/dust on tray reduces contrast, lowering confidence for both dice."
+  ]
+}
diff --git a/raw/sidecars/c1783618207108-c.plan.json b/raw/sidecars/c1783618207108-c.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..2606de56aefe8286d9146b2d2db7998bab363c63
--- /dev/null
+++ b/raw/sidecars/c1783618207108-c.plan.json
@@ -0,0 +1,11 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783618207108-c",
+  "createdAt": "2026-07-09T17:30:07.114Z",
+  "image": "c1783618207108-c.jpg",
+  "set": {
+    "d4": 1,
+    "d20": 1
+  },
+  "planIndex": 59
+}
diff --git a/raw/sidecars/c1783618213151-d.json b/raw/sidecars/c1783618213151-d.json
new file mode 100644
index 0000000000000000000000000000000000000000..cb538b2b660c9409fb8affffd3b1bd653a4461ce
--- /dev/null
+++ b/raw/sidecars/c1783618213151-d.json
@@ -0,0 +1,45 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783618213151-d",
+  "createdAt": "2026-07-09T17:37:21.462166+00:00",
+  "model": "assistant-adjudicated",
+  "image": "c1783618213151-d.jpg",
+  "labels": [
+    {
+      "type": "d4",
+      "value": 1,
+      "confidence": 0.2,
+      "box": {
+        "x": 0.0,
+        "y": 0.52,
+        "w": 0.13,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d20",
+      "value": 13,
+      "confidence": 0.8,
+      "box": {
+        "x": 0.41,
+        "y": 0.61,
+        "w": 0.17,
+        "h": 0.17
+      }
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d20",
+      "value": 1,
+      "confidence": 0.4,
+      "box": {
+        "x": 0.42,
+        "y": 0.62,
+        "w": 0.2,
+        "h": 0.22
+      }
+    }
+  ],
+  "corrected": true
+}
diff --git a/raw/sidecars/c1783618213151-d.opus.json b/raw/sidecars/c1783618213151-d.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..d49c4c01ae235957a0e66f3451c9f0429cadc904
--- /dev/null
+++ b/raw/sidecars/c1783618213151-d.opus.json
@@ -0,0 +1,20 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d20",
+      "value": 1,
+      "confidence": 0.4,
+      "box": {
+        "x": 0.42,
+        "y": 0.62,
+        "w": 0.2,
+        "h": 0.22
+      }
+    }
+  ],
+  "warnings": [
+    "The pink die is only partially visible (cut off at image edge) and tilted on its point, so its value cannot be read.",
+    "The purple d20 is angled with multiple numbers visible near the top (1, 13, 19, 2); the flattest-up face is ambiguous, so confidence is lowered - likely showing '1' but could be misread."
+  ]
+}
diff --git a/raw/sidecars/c1783618213151-d.plan.json b/raw/sidecars/c1783618213151-d.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..af9b4289463c1cc731ca244e6eeb73fea25b4416
--- /dev/null
+++ b/raw/sidecars/c1783618213151-d.plan.json
@@ -0,0 +1,11 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783618213151-d",
+  "createdAt": "2026-07-09T17:30:13.158Z",
+  "image": "c1783618213151-d.jpg",
+  "set": {
+    "d4": 1,
+    "d20": 1
+  },
+  "planIndex": 60
+}
diff --git a/raw/sidecars/c1783618220478-e.json b/raw/sidecars/c1783618220478-e.json
new file mode 100644
index 0000000000000000000000000000000000000000..f7d6582fcb1c7176792ce147ee8e6cffad3800be
--- /dev/null
+++ b/raw/sidecars/c1783618220478-e.json
@@ -0,0 +1,56 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783618220478-e",
+  "createdAt": "2026-07-10T14:33:33.667Z",
+  "model": "reconciled:claude-sonnet-5",
+  "image": "c1783618220478-e.jpg",
+  "labels": [
+    {
+      "type": "d4",
+      "value": 2,
+      "box": {
+        "x": 0.03,
+        "y": 0.63,
+        "w": 0.16,
+        "h": 0.15
+      },
+      "confidence": 0.3
+    },
+    {
+      "type": "d20",
+      "value": 13,
+      "box": {
+        "x": 0.22,
+        "y": 0.83,
+        "w": 0.2,
+        "h": 0.17
+      },
+      "confidence": 0.55
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d4",
+      "value": 2,
+      "confidence": 0.3,
+      "box": {
+        "x": 0.03,
+        "y": 0.63,
+        "w": 0.16,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d20",
+      "value": 13,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.22,
+        "y": 0.83,
+        "w": 0.2,
+        "h": 0.17
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783618220478-e.opus.json b/raw/sidecars/c1783618220478-e.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..89e6d422833b5122c8856868707cd08253df022a
--- /dev/null
+++ b/raw/sidecars/c1783618220478-e.opus.json
@@ -0,0 +1,32 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d4",
+      "value": 2,
+      "confidence": 0.3,
+      "box": {
+        "x": 0.03,
+        "y": 0.63,
+        "w": 0.16,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d20",
+      "value": 13,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.22,
+        "y": 0.83,
+        "w": 0.2,
+        "h": 0.17
+      }
+    }
+  ],
+  "warnings": [
+    "The pink d4 is tilted on its edge/point; the visible face may not be the true top value, lowering confidence.",
+    "The d20 shows 13 clearly on top but is partially obscured/cropped at the bottom edge of the tray, and neighboring faces (12, 19?, 9?) are visible at angles suggesting slight tilt.",
+    "Small numbers on the d20 (e.g., '19' or '61') are hard to distinguish due to blur and angle."
+  ]
+}
diff --git a/raw/sidecars/c1783618220478-e.plan.json b/raw/sidecars/c1783618220478-e.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..0fd51ff8a649185042047568a2a9f97e0624eded
--- /dev/null
+++ b/raw/sidecars/c1783618220478-e.plan.json
@@ -0,0 +1,11 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783618220478-e",
+  "createdAt": "2026-07-09T17:30:20.484Z",
+  "image": "c1783618220478-e.jpg",
+  "set": {
+    "d4": 1,
+    "d20": 1
+  },
+  "planIndex": 61
+}
diff --git a/raw/sidecars/c1783640251567-0.json b/raw/sidecars/c1783640251567-0.json
new file mode 100644
index 0000000000000000000000000000000000000000..287061e5feef95b3ac3a173fc6556c56a613abcb
--- /dev/null
+++ b/raw/sidecars/c1783640251567-0.json
@@ -0,0 +1,57 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783640251567-0",
+  "createdAt": "2026-07-10T14:33:33.676Z",
+  "model": "reconciled:claude-sonnet-5",
+  "camera": "Android Webcam (18d1:4eed)",
+  "image": "c1783640251567-0.jpg",
+  "labels": [
+    {
+      "type": "d4",
+      "value": 2,
+      "box": {
+        "x": 0.255,
+        "y": 0.14,
+        "w": 0.145,
+        "h": 0.135
+      },
+      "confidence": 0.75
+    },
+    {
+      "type": "d20",
+      "value": 3,
+      "box": {
+        "x": 0.245,
+        "y": 0.575,
+        "w": 0.145,
+        "h": 0.155
+      },
+      "confidence": 0.8
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d4",
+      "value": 2,
+      "confidence": 0.75,
+      "box": {
+        "x": 0.255,
+        "y": 0.14,
+        "w": 0.145,
+        "h": 0.135
+      }
+    },
+    {
+      "type": "d20",
+      "value": 3,
+      "confidence": 0.8,
+      "box": {
+        "x": 0.245,
+        "y": 0.575,
+        "w": 0.145,
+        "h": 0.155
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783640251567-0.opus.json b/raw/sidecars/c1783640251567-0.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..4deb259a2ed557ac2ec594f9ebf22d520038a0af
--- /dev/null
+++ b/raw/sidecars/c1783640251567-0.opus.json
@@ -0,0 +1,31 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d4",
+      "value": 2,
+      "confidence": 0.75,
+      "box": {
+        "x": 0.255,
+        "y": 0.14,
+        "w": 0.145,
+        "h": 0.135
+      }
+    },
+    {
+      "type": "d20",
+      "value": 3,
+      "confidence": 0.8,
+      "box": {
+        "x": 0.245,
+        "y": 0.575,
+        "w": 0.145,
+        "h": 0.155
+      }
+    }
+  ],
+  "warnings": [
+    "d4 die shows '2' at the top vertex with '4' and other numbers visible on the slanted side faces; read as the topmost face pointing up.",
+    "d20 die's top face shows '3' most centered/flat; adjacent faces (2, 11, 9, 6) are partially visible due to slight tilt."
+  ]
+}
diff --git a/raw/sidecars/c1783640251567-0.plan.json b/raw/sidecars/c1783640251567-0.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..82011ea8fedbb0deecffc71850bffde93b750684
--- /dev/null
+++ b/raw/sidecars/c1783640251567-0.plan.json
@@ -0,0 +1,12 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783640251567-0",
+  "createdAt": "2026-07-09T23:37:31.579Z",
+  "image": "c1783640251567-0.jpg",
+  "camera": "Android Webcam (18d1:4eed)",
+  "set": {
+    "d4": 1,
+    "d20": 1
+  },
+  "planIndex": 60
+}
diff --git a/raw/sidecars/c1783640520459-2.json b/raw/sidecars/c1783640520459-2.json
new file mode 100644
index 0000000000000000000000000000000000000000..eee94d555acb42db81a50b93a397888008290cff
--- /dev/null
+++ b/raw/sidecars/c1783640520459-2.json
@@ -0,0 +1,57 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783640520459-2",
+  "createdAt": "2026-07-10T14:33:33.681Z",
+  "model": "reconciled:claude-sonnet-5",
+  "camera": "Android Webcam (18d1:4eed)",
+  "image": "c1783640520459-2.jpg",
+  "labels": [
+    {
+      "type": "d4",
+      "value": 4,
+      "box": {
+        "x": 0.29,
+        "y": 0.21,
+        "w": 0.13,
+        "h": 0.13
+      },
+      "confidence": 0.2
+    },
+    {
+      "type": "d20",
+      "value": 20,
+      "box": {
+        "x": 0.57,
+        "y": 0.55,
+        "w": 0.15,
+        "h": 0.16
+      },
+      "confidence": 0.55
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d4",
+      "value": 4,
+      "confidence": 0.2,
+      "box": {
+        "x": 0.29,
+        "y": 0.21,
+        "w": 0.13,
+        "h": 0.13
+      }
+    },
+    {
+      "type": "d20",
+      "value": 20,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.57,
+        "y": 0.55,
+        "w": 0.15,
+        "h": 0.16
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783640520459-2.opus.json b/raw/sidecars/c1783640520459-2.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..ef9855d52392b31d4696eeb392d8b30279b5561b
--- /dev/null
+++ b/raw/sidecars/c1783640520459-2.opus.json
@@ -0,0 +1,31 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d4",
+      "value": 4,
+      "confidence": 0.2,
+      "box": {
+        "x": 0.29,
+        "y": 0.21,
+        "w": 0.13,
+        "h": 0.13
+      }
+    },
+    {
+      "type": "d20",
+      "value": 20,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.57,
+        "y": 0.55,
+        "w": 0.15,
+        "h": 0.16
+      }
+    }
+  ],
+  "warnings": [
+    "Blue d4 face is blank/hard to read due to glare - the visible top face shows no clear numeral, so value is a low-confidence guess.",
+    "Red d20 shows multiple numbers (18, 14, 15, 20) near the top area due to angle; picked 20 as the most likely flattest/up face but confidence is moderate since the die appears slightly tilted."
+  ]
+}
diff --git a/raw/sidecars/c1783640520459-2.plan.json b/raw/sidecars/c1783640520459-2.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..a009362c1a843afe1b16f1da6554ccbb99ec3975
--- /dev/null
+++ b/raw/sidecars/c1783640520459-2.plan.json
@@ -0,0 +1,12 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783640520459-2",
+  "createdAt": "2026-07-09T23:42:00.471Z",
+  "image": "c1783640520459-2.jpg",
+  "camera": "Android Webcam (18d1:4eed)",
+  "set": {
+    "d4": 1,
+    "d20": 1
+  },
+  "planIndex": 61
+}
diff --git a/raw/sidecars/c1783640563115-3.json b/raw/sidecars/c1783640563115-3.json
new file mode 100644
index 0000000000000000000000000000000000000000..3f358ef04d5353ae329575f72a1c9ba0eebf8da7
--- /dev/null
+++ b/raw/sidecars/c1783640563115-3.json
@@ -0,0 +1,145 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783640563115-3",
+  "createdAt": "2026-07-10T14:33:33.694Z",
+  "model": "reconciled:claude-sonnet-5",
+  "camera": "Android Webcam (18d1:4eed)",
+  "image": "c1783640563115-3.jpg",
+  "labels": [
+    {
+      "type": "d4",
+      "value": 2,
+      "box": {
+        "x": 0.24,
+        "y": 0.4,
+        "w": 0.15,
+        "h": 0.15
+      },
+      "confidence": 0.3
+    },
+    {
+      "type": "d6",
+      "value": 4,
+      "box": {
+        "x": 0.64,
+        "y": 0.1,
+        "w": 0.1,
+        "h": 0.1
+      },
+      "confidence": 0.9
+    },
+    {
+      "type": "d8",
+      "value": 6,
+      "box": {
+        "x": 0.5,
+        "y": 0.31,
+        "w": 0.13,
+        "h": 0.15
+      },
+      "confidence": 0.5
+    },
+    {
+      "type": "d10",
+      "value": 9,
+      "box": {
+        "x": 0.47,
+        "y": 0.13,
+        "w": 0.14,
+        "h": 0.14
+      },
+      "confidence": 0.55
+    },
+    {
+      "type": "d12",
+      "value": 12,
+      "box": {
+        "x": 0.78,
+        "y": 0.4,
+        "w": 0.18,
+        "h": 0.18
+      },
+      "confidence": 0.5
+    },
+    {
+      "type": "d20",
+      "value": 6,
+      "box": {
+        "x": 0.29,
+        "y": 0.16,
+        "w": 0.16,
+        "h": 0.18
+      },
+      "confidence": 0.5
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d20",
+      "value": 6,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.29,
+        "y": 0.16,
+        "w": 0.16,
+        "h": 0.18
+      }
+    },
+    {
+      "type": "d10",
+      "value": 9,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.47,
+        "y": 0.13,
+        "w": 0.14,
+        "h": 0.14
+      }
+    },
+    {
+      "type": "d6",
+      "value": 4,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.64,
+        "y": 0.1,
+        "w": 0.1,
+        "h": 0.1
+      }
+    },
+    {
+      "type": "d8",
+      "value": 6,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.5,
+        "y": 0.31,
+        "w": 0.13,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d4",
+      "value": 2,
+      "confidence": 0.3,
+      "box": {
+        "x": 0.24,
+        "y": 0.4,
+        "w": 0.15,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d12",
+      "value": 12,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.78,
+        "y": 0.4,
+        "w": 0.18,
+        "h": 0.18
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783640563115-3.opus.json b/raw/sidecars/c1783640563115-3.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..2afdc8a5a206918b59453dd6ce9290301f6acf3f
--- /dev/null
+++ b/raw/sidecars/c1783640563115-3.opus.json
@@ -0,0 +1,78 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d20",
+      "value": 6,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.29,
+        "y": 0.16,
+        "w": 0.16,
+        "h": 0.18
+      }
+    },
+    {
+      "type": "d10",
+      "value": 9,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.47,
+        "y": 0.13,
+        "w": 0.14,
+        "h": 0.14
+      }
+    },
+    {
+      "type": "d6",
+      "value": 4,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.64,
+        "y": 0.1,
+        "w": 0.1,
+        "h": 0.1
+      }
+    },
+    {
+      "type": "d8",
+      "value": 6,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.5,
+        "y": 0.31,
+        "w": 0.13,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d4",
+      "value": 2,
+      "confidence": 0.3,
+      "box": {
+        "x": 0.24,
+        "y": 0.4,
+        "w": 0.15,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d12",
+      "value": 12,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.78,
+        "y": 0.4,
+        "w": 0.18,
+        "h": 0.18
+      }
+    }
+  ],
+  "warnings": [
+    "Red d20 top face reads 6 or 9 depending on orientation; underline mark not clearly visible, lowering confidence.",
+    "Red/magenta d10 top face reads 9 or 6; digit orientation mark ambiguous, could also be misread.",
+    "Green d8 top face shows a digit that could be 6 or 9 due to lack of clear underline mark.",
+    "Blue d4 is resting on a point/edge with a visible face showing '2' but true upward face is ambiguous for tetrahedron dice; low confidence.",
+    "Green/teal d12 top face shows 12 but numbers are glossy and slightly angled, reducing confidence."
+  ]
+}
diff --git a/raw/sidecars/c1783640563115-3.plan.json b/raw/sidecars/c1783640563115-3.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..37ea4dc2e85fe9b5b9066b86461e4a7fa670e42f
--- /dev/null
+++ b/raw/sidecars/c1783640563115-3.plan.json
@@ -0,0 +1,16 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783640563115-3",
+  "createdAt": "2026-07-09T23:42:43.127Z",
+  "image": "c1783640563115-3.jpg",
+  "camera": "Android Webcam (18d1:4eed)",
+  "set": {
+    "d4": 1,
+    "d6": 1,
+    "d8": 1,
+    "d10": 1,
+    "d12": 1,
+    "d20": 1
+  },
+  "planIndex": 0
+}
diff --git a/raw/sidecars/c1783640664629-4.json b/raw/sidecars/c1783640664629-4.json
new file mode 100644
index 0000000000000000000000000000000000000000..3e96ac36d786704c65f83c32c977fd47dbd419aa
--- /dev/null
+++ b/raw/sidecars/c1783640664629-4.json
@@ -0,0 +1,133 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783640664629-4",
+  "createdAt": "2026-07-10T14:58:32.043Z",
+  "model": "agent-boxed",
+  "camera": "Android Webcam (18d1:4eed)",
+  "image": "c1783640664629-4.jpg",
+  "labels": [
+    {
+      "type": "d10",
+      "value": 1,
+      "box": {
+        "x": 0.268,
+        "y": 0.188,
+        "w": 0.126,
+        "h": 0.147
+      }
+    },
+    {
+      "type": "d20",
+      "value": 1,
+      "box": {
+        "x": 0.772,
+        "y": 0.178,
+        "w": 0.155,
+        "h": 0.175
+      }
+    },
+    {
+      "type": "d8",
+      "value": 1,
+      "box": {
+        "x": 0.548,
+        "y": 0.348,
+        "w": 0.174,
+        "h": 0.128
+      }
+    },
+    {
+      "type": "d4",
+      "value": 1,
+      "box": {
+        "x": 0.306,
+        "y": 0.388,
+        "w": 0.162,
+        "h": 0.152
+      }
+    },
+    {
+      "type": "d6",
+      "value": 1,
+      "box": {
+        "x": 0.694,
+        "y": 0.598,
+        "w": 0.122,
+        "h": 0.113
+      }
+    },
+    {
+      "type": "d12",
+      "value": 1,
+      "box": {
+        "x": 0.148,
+        "y": 0.732,
+        "w": 0.145,
+        "h": 0.145
+      }
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d10",
+      "value": 1,
+      "box": {
+        "x": 0.268,
+        "y": 0.188,
+        "w": 0.126,
+        "h": 0.147
+      }
+    },
+    {
+      "type": "d20",
+      "value": 1,
+      "box": {
+        "x": 0.772,
+        "y": 0.178,
+        "w": 0.155,
+        "h": 0.175
+      }
+    },
+    {
+      "type": "d8",
+      "value": 1,
+      "box": {
+        "x": 0.548,
+        "y": 0.348,
+        "w": 0.174,
+        "h": 0.128
+      }
+    },
+    {
+      "type": "d4",
+      "value": 1,
+      "box": {
+        "x": 0.306,
+        "y": 0.388,
+        "w": 0.162,
+        "h": 0.152
+      }
+    },
+    {
+      "type": "d6",
+      "value": 1,
+      "box": {
+        "x": 0.694,
+        "y": 0.598,
+        "w": 0.122,
+        "h": 0.113
+      }
+    },
+    {
+      "type": "d12",
+      "value": 1,
+      "box": {
+        "x": 0.148,
+        "y": 0.732,
+        "w": 0.145,
+        "h": 0.145
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783640664629-4.opus.json b/raw/sidecars/c1783640664629-4.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..9ec74b88e51321d3053e6c4441e665bac2d3c335
--- /dev/null
+++ b/raw/sidecars/c1783640664629-4.opus.json
@@ -0,0 +1,76 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d10",
+      "value": 2,
+      "confidence": 0.75,
+      "box": {
+        "x": 0.265,
+        "y": 0.175,
+        "w": 0.16,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d20",
+      "value": 6,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.77,
+        "y": 0.17,
+        "w": 0.17,
+        "h": 0.18
+      }
+    },
+    {
+      "type": "d4",
+      "value": 1,
+      "confidence": 0.4,
+      "box": {
+        "x": 0.29,
+        "y": 0.38,
+        "w": 0.16,
+        "h": 0.17
+      }
+    },
+    {
+      "type": "d10",
+      "value": 8,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.59,
+        "y": 0.34,
+        "w": 0.14,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d6",
+      "value": 1,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.71,
+        "y": 0.58,
+        "w": 0.13,
+        "h": 0.14
+      }
+    },
+    {
+      "type": "d12",
+      "value": 10,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.17,
+        "y": 0.73,
+        "w": 0.16,
+        "h": 0.16
+      }
+    }
+  ],
+  "warnings": [
+    "Red d20 top face partially obscured by glare; value could be 6 or 9, and small dot markers make orientation uncertain.",
+    "Yellow d4 shows edge-on triangular faces with small numbers (1,2,3,4 visible around edges); top value is uncertain and could be misread.",
+    "Green d12 numbers are hard to read due to translucent coloring and angle; value could be 10 or another nearby number."
+  ]
+}
diff --git a/raw/sidecars/c1783640664629-4.plan.json b/raw/sidecars/c1783640664629-4.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..20bb6b9f7b687d81020a96feca7be1c6b318e02a
--- /dev/null
+++ b/raw/sidecars/c1783640664629-4.plan.json
@@ -0,0 +1,16 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783640664629-4",
+  "createdAt": "2026-07-09T23:44:24.642Z",
+  "image": "c1783640664629-4.jpg",
+  "camera": "Android Webcam (18d1:4eed)",
+  "set": {
+    "d4": 1,
+    "d6": 1,
+    "d8": 1,
+    "d10": 1,
+    "d12": 1,
+    "d20": 1
+  },
+  "planIndex": 1
+}
diff --git a/raw/sidecars/c1783640692770-5.json b/raw/sidecars/c1783640692770-5.json
new file mode 100644
index 0000000000000000000000000000000000000000..ea7c49ff3ffd2c5cf078abaaf1620e8406fb67de
--- /dev/null
+++ b/raw/sidecars/c1783640692770-5.json
@@ -0,0 +1,145 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783640692770-5",
+  "createdAt": "2026-07-10T14:33:33.706Z",
+  "model": "reconciled:claude-sonnet-5",
+  "camera": "Android Webcam (18d1:4eed)",
+  "image": "c1783640692770-5.jpg",
+  "labels": [
+    {
+      "type": "d4",
+      "value": 1,
+      "box": {
+        "x": 0.75,
+        "y": 0.2,
+        "w": 0.15,
+        "h": 0.16
+      },
+      "confidence": 0.5
+    },
+    {
+      "type": "d6",
+      "value": 5,
+      "box": {
+        "x": 0.49,
+        "y": 0.14,
+        "w": 0.13,
+        "h": 0.15
+      },
+      "confidence": 0.85
+    },
+    {
+      "type": "d8",
+      "value": 7,
+      "box": {
+        "x": 0.38,
+        "y": 0.27,
+        "w": 0.15,
+        "h": 0.16
+      },
+      "confidence": 0.75
+    },
+    {
+      "type": "d10",
+      "value": 3,
+      "box": {
+        "x": 0.75,
+        "y": 0.57,
+        "w": 0.14,
+        "h": 0.15
+      },
+      "confidence": 0.55
+    },
+    {
+      "type": "d12",
+      "value": 11,
+      "box": {
+        "x": 0.58,
+        "y": 0.58,
+        "w": 0.15,
+        "h": 0.16
+      },
+      "confidence": 0.8
+    },
+    {
+      "type": "d20",
+      "value": 16,
+      "box": {
+        "x": 0.09,
+        "y": 0.7,
+        "w": 0.18,
+        "h": 0.19
+      },
+      "confidence": 0.5
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d6",
+      "value": 5,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.49,
+        "y": 0.14,
+        "w": 0.13,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d8",
+      "value": 7,
+      "confidence": 0.75,
+      "box": {
+        "x": 0.38,
+        "y": 0.27,
+        "w": 0.15,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d4",
+      "value": 1,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.75,
+        "y": 0.2,
+        "w": 0.15,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d12",
+      "value": 11,
+      "confidence": 0.8,
+      "box": {
+        "x": 0.58,
+        "y": 0.58,
+        "w": 0.15,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d10",
+      "value": 3,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.75,
+        "y": 0.57,
+        "w": 0.14,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d20",
+      "value": 16,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.09,
+        "y": 0.7,
+        "w": 0.18,
+        "h": 0.19
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783640692770-5.opus.json b/raw/sidecars/c1783640692770-5.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..a35197d52418a1f958e24c18980229e9a17ccd66
--- /dev/null
+++ b/raw/sidecars/c1783640692770-5.opus.json
@@ -0,0 +1,76 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d6",
+      "value": 5,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.49,
+        "y": 0.14,
+        "w": 0.13,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d8",
+      "value": 7,
+      "confidence": 0.75,
+      "box": {
+        "x": 0.38,
+        "y": 0.27,
+        "w": 0.15,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d4",
+      "value": 1,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.75,
+        "y": 0.2,
+        "w": 0.15,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d12",
+      "value": 11,
+      "confidence": 0.8,
+      "box": {
+        "x": 0.58,
+        "y": 0.58,
+        "w": 0.15,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d10",
+      "value": 3,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.75,
+        "y": 0.57,
+        "w": 0.14,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d20",
+      "value": 16,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.09,
+        "y": 0.7,
+        "w": 0.18,
+        "h": 0.19
+      }
+    }
+  ],
+  "warnings": [
+    "Red d4 pyramid at top right shows edge numbers ('1' and '25'-like); top face value is ambiguous due to angle, low confidence.",
+    "Red d10 die on right shows overlapping digits (3/5), orientation unclear, could be 3 or 5.",
+    "Purple d20 die at bottom left is tilted, showing multiple side numbers (18,16,19); top face not clearly distinguishable, value guessed as 16 with low confidence."
+  ]
+}
diff --git a/raw/sidecars/c1783640692770-5.plan.json b/raw/sidecars/c1783640692770-5.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..36d677001b1a495ede236177a72848c2c58ed27c
--- /dev/null
+++ b/raw/sidecars/c1783640692770-5.plan.json
@@ -0,0 +1,16 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783640692770-5",
+  "createdAt": "2026-07-09T23:44:52.777Z",
+  "image": "c1783640692770-5.jpg",
+  "camera": "Android Webcam (18d1:4eed)",
+  "set": {
+    "d4": 1,
+    "d6": 1,
+    "d8": 1,
+    "d10": 1,
+    "d12": 1,
+    "d20": 1
+  },
+  "planIndex": 2
+}
diff --git a/raw/sidecars/c1783640724127-6.opus.json b/raw/sidecars/c1783640724127-6.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..70ada4c6b5cd2f966fddf236dcd95ef0a57cb26c
--- /dev/null
+++ b/raw/sidecars/c1783640724127-6.opus.json
@@ -0,0 +1,66 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d6",
+      "value": 3,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.12,
+        "y": 0.16,
+        "w": 0.17,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d10",
+      "value": 8,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.37,
+        "y": 0.33,
+        "w": 0.16,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d4",
+      "value": 4,
+      "confidence": 0.3,
+      "box": {
+        "x": 0.24,
+        "y": 0.44,
+        "w": 0.14,
+        "h": 0.14
+      }
+    },
+    {
+      "type": "d12",
+      "value": 11,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.57,
+        "y": 0.57,
+        "w": 0.15,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d20",
+      "value": 8,
+      "confidence": 0.4,
+      "box": {
+        "x": 0.42,
+        "y": 0.68,
+        "w": 0.16,
+        "h": 0.17
+      }
+    }
+  ],
+  "warnings": [
+    "Red d4 face is hard to read due to angle/glare; value guessed as 4 with low confidence.",
+    "Blue d10 shows multiple numbers near top (2,8,0); top face read as 8 but could be ambiguous.",
+    "Red d20 shows multiple digits (0,4,5,7,8) clustered; top face estimated as 8 but confidence is low due to steep angle.",
+    "Red d12 top face number is glossy and partly obscured by glare; read as 11 with moderate confidence."
+  ]
+}
diff --git a/raw/sidecars/c1783640724127-6.plan.json b/raw/sidecars/c1783640724127-6.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..b1a1ce36ce3ea3e5b53feba038cc5ce4ccbd84a3
--- /dev/null
+++ b/raw/sidecars/c1783640724127-6.plan.json
@@ -0,0 +1,16 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783640724127-6",
+  "createdAt": "2026-07-09T23:45:24.133Z",
+  "image": "c1783640724127-6.jpg",
+  "camera": "Android Webcam (18d1:4eed)",
+  "set": {
+    "d4": 1,
+    "d6": 1,
+    "d8": 1,
+    "d10": 1,
+    "d12": 1,
+    "d20": 1
+  },
+  "planIndex": 3
+}
diff --git a/raw/sidecars/c1783640733235-7.json b/raw/sidecars/c1783640733235-7.json
new file mode 100644
index 0000000000000000000000000000000000000000..b83bb4085930614d8a55813297e9b7741119397d
--- /dev/null
+++ b/raw/sidecars/c1783640733235-7.json
@@ -0,0 +1,133 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783640733235-7",
+  "createdAt": "2026-07-10T14:58:32.051Z",
+  "model": "agent-boxed",
+  "camera": "Android Webcam (18d1:4eed)",
+  "image": "c1783640733235-7.jpg",
+  "labels": [
+    {
+      "type": "d6",
+      "value": 1,
+      "box": {
+        "x": 0.204,
+        "y": 0.234,
+        "w": 0.144,
+        "h": 0.164
+      }
+    },
+    {
+      "type": "d10",
+      "value": 1,
+      "box": {
+        "x": 0.498,
+        "y": 0.265,
+        "w": 0.145,
+        "h": 0.159
+      }
+    },
+    {
+      "type": "d12",
+      "value": 1,
+      "box": {
+        "x": 0.612,
+        "y": 0.147,
+        "w": 0.13,
+        "h": 0.13
+      }
+    },
+    {
+      "type": "d8",
+      "value": 1,
+      "box": {
+        "x": 0.593,
+        "y": 0.24,
+        "w": 0.102,
+        "h": 0.088
+      }
+    },
+    {
+      "type": "d20",
+      "value": 1,
+      "box": {
+        "x": 0.557,
+        "y": 0.446,
+        "w": 0.126,
+        "h": 0.156
+      }
+    },
+    {
+      "type": "d4",
+      "value": 1,
+      "box": {
+        "x": 0.458,
+        "y": 0.547,
+        "w": 0.166,
+        "h": 0.135
+      }
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d6",
+      "value": 1,
+      "box": {
+        "x": 0.204,
+        "y": 0.234,
+        "w": 0.144,
+        "h": 0.164
+      }
+    },
+    {
+      "type": "d10",
+      "value": 1,
+      "box": {
+        "x": 0.498,
+        "y": 0.265,
+        "w": 0.145,
+        "h": 0.159
+      }
+    },
+    {
+      "type": "d12",
+      "value": 1,
+      "box": {
+        "x": 0.612,
+        "y": 0.147,
+        "w": 0.13,
+        "h": 0.13
+      }
+    },
+    {
+      "type": "d8",
+      "value": 1,
+      "box": {
+        "x": 0.593,
+        "y": 0.24,
+        "w": 0.102,
+        "h": 0.088
+      }
+    },
+    {
+      "type": "d20",
+      "value": 1,
+      "box": {
+        "x": 0.557,
+        "y": 0.446,
+        "w": 0.126,
+        "h": 0.156
+      }
+    },
+    {
+      "type": "d4",
+      "value": 1,
+      "box": {
+        "x": 0.458,
+        "y": 0.547,
+        "w": 0.166,
+        "h": 0.135
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783640733235-7.opus.json b/raw/sidecars/c1783640733235-7.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..3cff3c37e9a69093b7c1aacff3354eb5e4d6ae37
--- /dev/null
+++ b/raw/sidecars/c1783640733235-7.opus.json
@@ -0,0 +1,54 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d6",
+      "value": 5,
+      "confidence": 0.97,
+      "box": {
+        "x": 0.2,
+        "y": 0.22,
+        "w": 0.15,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d12",
+      "value": 4,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.6,
+        "y": 0.13,
+        "w": 0.18,
+        "h": 0.2
+      }
+    },
+    {
+      "type": "d10",
+      "value": 5,
+      "confidence": 0.7,
+      "box": {
+        "x": 0.5,
+        "y": 0.27,
+        "w": 0.15,
+        "h": 0.17
+      }
+    },
+    {
+      "type": "d20",
+      "value": 17,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.45,
+        "y": 0.4,
+        "w": 0.25,
+        "h": 0.28
+      }
+    }
+  ],
+  "warnings": [
+    "Red d12 top face is glossy and partially reflective; the visible digit could be 4, but the die appears slightly tilted, lowering confidence.",
+    "Blue d10 shows overlapping numbers (3, 5, 6) due to angle; top face read as 5 but could be ambiguous.",
+    "Red d20 is tilted with multiple numbers visible (12, 17, 10, 15); top face estimated as 17 but confidence is reduced due to angle."
+  ]
+}
diff --git a/raw/sidecars/c1783640733235-7.plan.json b/raw/sidecars/c1783640733235-7.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..994acb2529692570686ee873127754423bb2d784
--- /dev/null
+++ b/raw/sidecars/c1783640733235-7.plan.json
@@ -0,0 +1,16 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783640733235-7",
+  "createdAt": "2026-07-09T23:45:33.241Z",
+  "image": "c1783640733235-7.jpg",
+  "camera": "Android Webcam (18d1:4eed)",
+  "set": {
+    "d4": 1,
+    "d6": 1,
+    "d8": 1,
+    "d10": 1,
+    "d12": 1,
+    "d20": 1
+  },
+  "planIndex": 4
+}
diff --git a/raw/sidecars/c1783640751087-8.opus.json b/raw/sidecars/c1783640751087-8.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..59323478326fd67a09d810f3c120aa133c638f29
--- /dev/null
+++ b/raw/sidecars/c1783640751087-8.opus.json
@@ -0,0 +1,56 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d6",
+      "value": 1,
+      "confidence": 0.4,
+      "box": {
+        "x": 0.37,
+        "y": 0.19,
+        "w": 0.14,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d10",
+      "value": 0,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.6,
+        "y": 0.28,
+        "w": 0.16,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d20",
+      "value": 2,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.4,
+        "y": 0.44,
+        "w": 0.17,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d20",
+      "value": 7,
+      "confidence": 0.45,
+      "box": {
+        "x": 0.17,
+        "y": 0.53,
+        "w": 0.16,
+        "h": 0.15
+      }
+    }
+  ],
+  "warnings": [
+    "Red d4 (triangular die) is tilted/leaning against the d6 with no single face clearly up; not reported.",
+    "White d6 is tilted, resting partly on the red d4; top face read as 1 pip but orientation/angle reduces confidence.",
+    "Blue d10 shows '0/4/9' cluster near top; read as 0 but angle makes it uncertain - could also be misread edge digit.",
+    "Lower red d20 (center) shows 2 on top but die appears slightly angled, reducing confidence.",
+    "Left red d20 shows 7 near top but numbers 20,5,4,8 also visible on angled faces, making exact top face uncertain."
+  ]
+}
diff --git a/raw/sidecars/c1783640751087-8.plan.json b/raw/sidecars/c1783640751087-8.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..954e800614263a7ace4bbb5177f09f1b3b31c201
--- /dev/null
+++ b/raw/sidecars/c1783640751087-8.plan.json
@@ -0,0 +1,16 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783640751087-8",
+  "createdAt": "2026-07-09T23:45:51.108Z",
+  "image": "c1783640751087-8.jpg",
+  "camera": "Android Webcam (18d1:4eed)",
+  "set": {
+    "d4": 1,
+    "d6": 1,
+    "d8": 1,
+    "d10": 1,
+    "d12": 1,
+    "d20": 1
+  },
+  "planIndex": 5
+}
diff --git a/raw/sidecars/c1783640769163-9.json b/raw/sidecars/c1783640769163-9.json
new file mode 100644
index 0000000000000000000000000000000000000000..b6cdc4800a453f0edfdcc8c77df0c51b89e1c25c
--- /dev/null
+++ b/raw/sidecars/c1783640769163-9.json
@@ -0,0 +1,101 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783640769163-9",
+  "createdAt": "2026-07-10T14:33:33.720Z",
+  "model": "reconciled:claude-sonnet-5",
+  "camera": "Android Webcam (18d1:4eed)",
+  "image": "c1783640769163-9.jpg",
+  "labels": [
+    {
+      "type": "d6",
+      "value": 6,
+      "box": {
+        "x": 0.44,
+        "y": 0.11,
+        "w": 0.14,
+        "h": 0.15
+      },
+      "confidence": 0.9
+    },
+    {
+      "type": "d6",
+      "value": 3,
+      "box": {
+        "x": 0.6,
+        "y": 0.39,
+        "w": 0.12,
+        "h": 0.13
+      },
+      "confidence": 0.85
+    },
+    {
+      "type": "d6",
+      "value": 1,
+      "box": {
+        "x": 0.48,
+        "y": 0.48,
+        "w": 0.12,
+        "h": 0.13
+      },
+      "confidence": 0.8
+    },
+    {
+      "type": "d6",
+      "value": 1,
+      "box": {
+        "x": 0.65,
+        "y": 0.63,
+        "w": 0.11,
+        "h": 0.12
+      },
+      "confidence": 0.75
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d6",
+      "value": 6,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.44,
+        "y": 0.11,
+        "w": 0.14,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d6",
+      "value": 3,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.6,
+        "y": 0.39,
+        "w": 0.12,
+        "h": 0.13
+      }
+    },
+    {
+      "type": "d6",
+      "value": 1,
+      "confidence": 0.8,
+      "box": {
+        "x": 0.48,
+        "y": 0.48,
+        "w": 0.12,
+        "h": 0.13
+      }
+    },
+    {
+      "type": "d6",
+      "value": 1,
+      "confidence": 0.75,
+      "box": {
+        "x": 0.65,
+        "y": 0.63,
+        "w": 0.11,
+        "h": 0.12
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783640769163-9.opus.json b/raw/sidecars/c1783640769163-9.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..3c3386dbc8170dc632abcc00a9edf7edcda4c028
--- /dev/null
+++ b/raw/sidecars/c1783640769163-9.opus.json
@@ -0,0 +1,52 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d6",
+      "value": 6,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.44,
+        "y": 0.11,
+        "w": 0.14,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d6",
+      "value": 3,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.6,
+        "y": 0.39,
+        "w": 0.12,
+        "h": 0.13
+      }
+    },
+    {
+      "type": "d6",
+      "value": 1,
+      "confidence": 0.8,
+      "box": {
+        "x": 0.48,
+        "y": 0.48,
+        "w": 0.12,
+        "h": 0.13
+      }
+    },
+    {
+      "type": "d6",
+      "value": 1,
+      "confidence": 0.75,
+      "box": {
+        "x": 0.65,
+        "y": 0.63,
+        "w": 0.11,
+        "h": 0.12
+      }
+    }
+  ],
+  "warnings": [
+    "Black die's face shows a single line/mark; read as 1 but could be a differently styled pip - confidence lowered."
+  ]
+}
diff --git a/raw/sidecars/c1783640769163-9.plan.json b/raw/sidecars/c1783640769163-9.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..63ce50a3b2d18ebd8c49313dc363e81af41e0825
--- /dev/null
+++ b/raw/sidecars/c1783640769163-9.plan.json
@@ -0,0 +1,11 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783640769163-9",
+  "createdAt": "2026-07-09T23:46:09.170Z",
+  "image": "c1783640769163-9.jpg",
+  "camera": "Android Webcam (18d1:4eed)",
+  "set": {
+    "d6": 4
+  },
+  "planIndex": 6
+}
diff --git a/raw/sidecars/c1783640777842-a.json b/raw/sidecars/c1783640777842-a.json
new file mode 100644
index 0000000000000000000000000000000000000000..823e5061bd890e6541cef9440560fbff9c4999ab
--- /dev/null
+++ b/raw/sidecars/c1783640777842-a.json
@@ -0,0 +1,101 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783640777842-a",
+  "createdAt": "2026-07-10T14:33:33.731Z",
+  "model": "reconciled:claude-sonnet-5",
+  "camera": "Android Webcam (18d1:4eed)",
+  "image": "c1783640777842-a.jpg",
+  "labels": [
+    {
+      "type": "d6",
+      "value": 3,
+      "box": {
+        "x": 0.487,
+        "y": 0.235,
+        "w": 0.115,
+        "h": 0.13
+      },
+      "confidence": 0.95
+    },
+    {
+      "type": "d6",
+      "value": 2,
+      "box": {
+        "x": 0.408,
+        "y": 0.375,
+        "w": 0.115,
+        "h": 0.135
+      },
+      "confidence": 0.95
+    },
+    {
+      "type": "d6",
+      "value": 1,
+      "box": {
+        "x": 0.578,
+        "y": 0.457,
+        "w": 0.1,
+        "h": 0.11
+      },
+      "confidence": 0.95
+    },
+    {
+      "type": "d6",
+      "value": 1,
+      "box": {
+        "x": 0.793,
+        "y": 0.583,
+        "w": 0.108,
+        "h": 0.12
+      },
+      "confidence": 0.85
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d6",
+      "value": 3,
+      "confidence": 0.95,
+      "box": {
+        "x": 0.487,
+        "y": 0.235,
+        "w": 0.115,
+        "h": 0.13
+      }
+    },
+    {
+      "type": "d6",
+      "value": 2,
+      "confidence": 0.95,
+      "box": {
+        "x": 0.408,
+        "y": 0.375,
+        "w": 0.115,
+        "h": 0.135
+      }
+    },
+    {
+      "type": "d6",
+      "value": 1,
+      "confidence": 0.95,
+      "box": {
+        "x": 0.578,
+        "y": 0.457,
+        "w": 0.1,
+        "h": 0.11
+      }
+    },
+    {
+      "type": "d6",
+      "value": 1,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.793,
+        "y": 0.583,
+        "w": 0.108,
+        "h": 0.12
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783640777842-a.opus.json b/raw/sidecars/c1783640777842-a.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..d680530601eee9b21146177f31f950c743c8a631
--- /dev/null
+++ b/raw/sidecars/c1783640777842-a.opus.json
@@ -0,0 +1,50 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d6",
+      "value": 3,
+      "confidence": 0.95,
+      "box": {
+        "x": 0.487,
+        "y": 0.235,
+        "w": 0.115,
+        "h": 0.13
+      }
+    },
+    {
+      "type": "d6",
+      "value": 2,
+      "confidence": 0.95,
+      "box": {
+        "x": 0.408,
+        "y": 0.375,
+        "w": 0.115,
+        "h": 0.135
+      }
+    },
+    {
+      "type": "d6",
+      "value": 1,
+      "confidence": 0.95,
+      "box": {
+        "x": 0.578,
+        "y": 0.457,
+        "w": 0.1,
+        "h": 0.11
+      }
+    },
+    {
+      "type": "d6",
+      "value": 1,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.793,
+        "y": 0.583,
+        "w": 0.108,
+        "h": 0.12
+      }
+    }
+  ],
+  "warnings": []
+}
diff --git a/raw/sidecars/c1783640777842-a.plan.json b/raw/sidecars/c1783640777842-a.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..3f665e7390524b40159e81b094563c3459da2f77
--- /dev/null
+++ b/raw/sidecars/c1783640777842-a.plan.json
@@ -0,0 +1,11 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783640777842-a",
+  "createdAt": "2026-07-09T23:46:17.852Z",
+  "image": "c1783640777842-a.jpg",
+  "camera": "Android Webcam (18d1:4eed)",
+  "set": {
+    "d6": 4
+  },
+  "planIndex": 7
+}
diff --git a/raw/sidecars/c1783640792946-b.json b/raw/sidecars/c1783640792946-b.json
new file mode 100644
index 0000000000000000000000000000000000000000..4ef014d1b046591cba0b315bcaa5d6fed56e24ca
--- /dev/null
+++ b/raw/sidecars/c1783640792946-b.json
@@ -0,0 +1,101 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783640792946-b",
+  "createdAt": "2026-07-10T14:33:33.743Z",
+  "model": "reconciled:claude-sonnet-5",
+  "camera": "Android Webcam (18d1:4eed)",
+  "image": "c1783640792946-b.jpg",
+  "labels": [
+    {
+      "type": "d6",
+      "value": 5,
+      "box": {
+        "x": 0.245,
+        "y": 0.14,
+        "w": 0.11,
+        "h": 0.11
+      },
+      "confidence": 0.9
+    },
+    {
+      "type": "d6",
+      "value": 1,
+      "box": {
+        "x": 0.41,
+        "y": 0.35,
+        "w": 0.09,
+        "h": 0.09
+      },
+      "confidence": 0.9
+    },
+    {
+      "type": "d6",
+      "value": 1,
+      "box": {
+        "x": 0.115,
+        "y": 0.5,
+        "w": 0.1,
+        "h": 0.09
+      },
+      "confidence": 0.9
+    },
+    {
+      "type": "d6",
+      "value": 6,
+      "box": {
+        "x": 0.25,
+        "y": 0.42,
+        "w": 0.13,
+        "h": 0.11
+      },
+      "confidence": 0.85
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d6",
+      "value": 5,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.245,
+        "y": 0.14,
+        "w": 0.11,
+        "h": 0.11
+      }
+    },
+    {
+      "type": "d6",
+      "value": 1,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.41,
+        "y": 0.35,
+        "w": 0.09,
+        "h": 0.09
+      }
+    },
+    {
+      "type": "d6",
+      "value": 6,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.25,
+        "y": 0.42,
+        "w": 0.13,
+        "h": 0.11
+      }
+    },
+    {
+      "type": "d6",
+      "value": 1,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.115,
+        "y": 0.5,
+        "w": 0.1,
+        "h": 0.09
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783640792946-b.opus.json b/raw/sidecars/c1783640792946-b.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..c6f9767a2271c79a82dffd4f40e7c70ea385aa94
--- /dev/null
+++ b/raw/sidecars/c1783640792946-b.opus.json
@@ -0,0 +1,50 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d6",
+      "value": 5,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.245,
+        "y": 0.14,
+        "w": 0.11,
+        "h": 0.11
+      }
+    },
+    {
+      "type": "d6",
+      "value": 1,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.41,
+        "y": 0.35,
+        "w": 0.09,
+        "h": 0.09
+      }
+    },
+    {
+      "type": "d6",
+      "value": 6,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.25,
+        "y": 0.42,
+        "w": 0.13,
+        "h": 0.11
+      }
+    },
+    {
+      "type": "d6",
+      "value": 1,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.115,
+        "y": 0.5,
+        "w": 0.1,
+        "h": 0.09
+      }
+    }
+  ],
+  "warnings": []
+}
diff --git a/raw/sidecars/c1783640792946-b.plan.json b/raw/sidecars/c1783640792946-b.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..57af0de6684787fa9e1568f735671f4a5d9f7450
--- /dev/null
+++ b/raw/sidecars/c1783640792946-b.plan.json
@@ -0,0 +1,11 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783640792946-b",
+  "createdAt": "2026-07-09T23:46:32.949Z",
+  "image": "c1783640792946-b.jpg",
+  "camera": "Android Webcam (18d1:4eed)",
+  "set": {
+    "d6": 4
+  },
+  "planIndex": 8
+}
diff --git a/raw/sidecars/c1783640804921-c.json b/raw/sidecars/c1783640804921-c.json
new file mode 100644
index 0000000000000000000000000000000000000000..af8b5bf5a9f884032d63b12399dc023134714768
--- /dev/null
+++ b/raw/sidecars/c1783640804921-c.json
@@ -0,0 +1,101 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783640804921-c",
+  "createdAt": "2026-07-10T14:33:33.755Z",
+  "model": "reconciled:claude-sonnet-5",
+  "camera": "Android Webcam (18d1:4eed)",
+  "image": "c1783640804921-c.jpg",
+  "labels": [
+    {
+      "type": "d6",
+      "value": 1,
+      "box": {
+        "x": 0.545,
+        "y": 0.2,
+        "w": 0.09,
+        "h": 0.11
+      },
+      "confidence": 0.9
+    },
+    {
+      "type": "d6",
+      "value": 5,
+      "box": {
+        "x": 0.655,
+        "y": 0.79,
+        "w": 0.09,
+        "h": 0.09
+      },
+      "confidence": 0.9
+    },
+    {
+      "type": "d6",
+      "value": 4,
+      "box": {
+        "x": 0.695,
+        "y": 0.155,
+        "w": 0.115,
+        "h": 0.155
+      },
+      "confidence": 0.85
+    },
+    {
+      "type": "d6",
+      "value": 2,
+      "box": {
+        "x": 0.11,
+        "y": 0.6,
+        "w": 0.09,
+        "h": 0.09
+      },
+      "confidence": 0.85
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d6",
+      "value": 1,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.545,
+        "y": 0.2,
+        "w": 0.09,
+        "h": 0.11
+      }
+    },
+    {
+      "type": "d6",
+      "value": 4,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.695,
+        "y": 0.155,
+        "w": 0.115,
+        "h": 0.155
+      }
+    },
+    {
+      "type": "d6",
+      "value": 2,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.11,
+        "y": 0.6,
+        "w": 0.09,
+        "h": 0.09
+      }
+    },
+    {
+      "type": "d6",
+      "value": 5,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.655,
+        "y": 0.79,
+        "w": 0.09,
+        "h": 0.09
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783640804921-c.opus.json b/raw/sidecars/c1783640804921-c.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..8c913c90f42f85f955c4d115ad59001ac73d6acd
--- /dev/null
+++ b/raw/sidecars/c1783640804921-c.opus.json
@@ -0,0 +1,50 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d6",
+      "value": 1,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.545,
+        "y": 0.2,
+        "w": 0.09,
+        "h": 0.11
+      }
+    },
+    {
+      "type": "d6",
+      "value": 4,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.695,
+        "y": 0.155,
+        "w": 0.115,
+        "h": 0.155
+      }
+    },
+    {
+      "type": "d6",
+      "value": 2,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.11,
+        "y": 0.6,
+        "w": 0.09,
+        "h": 0.09
+      }
+    },
+    {
+      "type": "d6",
+      "value": 5,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.655,
+        "y": 0.79,
+        "w": 0.09,
+        "h": 0.09
+      }
+    }
+  ],
+  "warnings": []
+}
diff --git a/raw/sidecars/c1783640804921-c.plan.json b/raw/sidecars/c1783640804921-c.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..d3d0ef2af45c9f7186d61abbf8809fd3d03db0e9
--- /dev/null
+++ b/raw/sidecars/c1783640804921-c.plan.json
@@ -0,0 +1,11 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783640804921-c",
+  "createdAt": "2026-07-09T23:46:44.928Z",
+  "image": "c1783640804921-c.jpg",
+  "camera": "Android Webcam (18d1:4eed)",
+  "set": {
+    "d6": 4
+  },
+  "planIndex": 9
+}
diff --git a/raw/sidecars/c1783640822105-d.json b/raw/sidecars/c1783640822105-d.json
new file mode 100644
index 0000000000000000000000000000000000000000..28e356ff5004cb36496106f52575fbde378030b2
--- /dev/null
+++ b/raw/sidecars/c1783640822105-d.json
@@ -0,0 +1,101 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783640822105-d",
+  "createdAt": "2026-07-10T14:33:33.767Z",
+  "model": "reconciled:claude-sonnet-5",
+  "camera": "Android Webcam (18d1:4eed)",
+  "image": "c1783640822105-d.jpg",
+  "labels": [
+    {
+      "type": "d6",
+      "value": 6,
+      "box": {
+        "x": 0.638,
+        "y": 0.075,
+        "w": 0.09,
+        "h": 0.09
+      },
+      "confidence": 0.95
+    },
+    {
+      "type": "d6",
+      "value": 5,
+      "box": {
+        "x": 0.14,
+        "y": 0.27,
+        "w": 0.1,
+        "h": 0.1
+      },
+      "confidence": 0.95
+    },
+    {
+      "type": "d6",
+      "value": 4,
+      "box": {
+        "x": 0.545,
+        "y": 0.34,
+        "w": 0.09,
+        "h": 0.09
+      },
+      "confidence": 0.95
+    },
+    {
+      "type": "d6",
+      "value": 6,
+      "box": {
+        "x": 0.3,
+        "y": 0.57,
+        "w": 0.1,
+        "h": 0.1
+      },
+      "confidence": 0.95
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d6",
+      "value": 6,
+      "confidence": 0.95,
+      "box": {
+        "x": 0.638,
+        "y": 0.075,
+        "w": 0.09,
+        "h": 0.09
+      }
+    },
+    {
+      "type": "d6",
+      "value": 5,
+      "confidence": 0.95,
+      "box": {
+        "x": 0.14,
+        "y": 0.27,
+        "w": 0.1,
+        "h": 0.1
+      }
+    },
+    {
+      "type": "d6",
+      "value": 4,
+      "confidence": 0.95,
+      "box": {
+        "x": 0.545,
+        "y": 0.34,
+        "w": 0.09,
+        "h": 0.09
+      }
+    },
+    {
+      "type": "d6",
+      "value": 6,
+      "confidence": 0.95,
+      "box": {
+        "x": 0.3,
+        "y": 0.57,
+        "w": 0.1,
+        "h": 0.1
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783640822105-d.opus.json b/raw/sidecars/c1783640822105-d.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..20cd9793fac961db5561cdf41cd382a483d5878b
--- /dev/null
+++ b/raw/sidecars/c1783640822105-d.opus.json
@@ -0,0 +1,50 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d6",
+      "value": 6,
+      "confidence": 0.95,
+      "box": {
+        "x": 0.638,
+        "y": 0.075,
+        "w": 0.09,
+        "h": 0.09
+      }
+    },
+    {
+      "type": "d6",
+      "value": 5,
+      "confidence": 0.95,
+      "box": {
+        "x": 0.14,
+        "y": 0.27,
+        "w": 0.1,
+        "h": 0.1
+      }
+    },
+    {
+      "type": "d6",
+      "value": 4,
+      "confidence": 0.95,
+      "box": {
+        "x": 0.545,
+        "y": 0.34,
+        "w": 0.09,
+        "h": 0.09
+      }
+    },
+    {
+      "type": "d6",
+      "value": 6,
+      "confidence": 0.95,
+      "box": {
+        "x": 0.3,
+        "y": 0.57,
+        "w": 0.1,
+        "h": 0.1
+      }
+    }
+  ],
+  "warnings": []
+}
diff --git a/raw/sidecars/c1783640822105-d.plan.json b/raw/sidecars/c1783640822105-d.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..b27b3c961fc887c788d5dd334f810838c9cbfe06
--- /dev/null
+++ b/raw/sidecars/c1783640822105-d.plan.json
@@ -0,0 +1,11 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783640822105-d",
+  "createdAt": "2026-07-09T23:47:02.112Z",
+  "image": "c1783640822105-d.jpg",
+  "camera": "Android Webcam (18d1:4eed)",
+  "set": {
+    "d6": 4
+  },
+  "planIndex": 10
+}
diff --git a/raw/sidecars/c1783640835173-e.json b/raw/sidecars/c1783640835173-e.json
new file mode 100644
index 0000000000000000000000000000000000000000..c3cb4ae489dd520ae315b3d851c52f1b8e43f2c7
--- /dev/null
+++ b/raw/sidecars/c1783640835173-e.json
@@ -0,0 +1,53 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783640835173-e",
+  "createdAt": "2026-07-10T14:58:32.052Z",
+  "model": "agent-boxed",
+  "camera": "Android Webcam (18d1:4eed)",
+  "image": "c1783640835173-e.jpg",
+  "labels": [
+    {
+      "type": "d20",
+      "value": 1,
+      "box": {
+        "x": 0.602,
+        "y": 0.213,
+        "w": 0.131,
+        "h": 0.174
+      }
+    },
+    {
+      "type": "d20",
+      "value": 1,
+      "box": {
+        "x": 0.598,
+        "y": 0.633,
+        "w": 0.104,
+        "h": 0.152
+      }
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d20",
+      "value": 1,
+      "box": {
+        "x": 0.602,
+        "y": 0.213,
+        "w": 0.131,
+        "h": 0.174
+      }
+    },
+    {
+      "type": "d20",
+      "value": 1,
+      "box": {
+        "x": 0.598,
+        "y": 0.633,
+        "w": 0.104,
+        "h": 0.152
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783640835173-e.opus.json b/raw/sidecars/c1783640835173-e.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..da5ff66b4c0cc47d733ea0f64d84707c2b3396d2
--- /dev/null
+++ b/raw/sidecars/c1783640835173-e.opus.json
@@ -0,0 +1,21 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d20",
+      "value": 19,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.595,
+        "y": 0.19,
+        "w": 0.145,
+        "h": 0.17
+      }
+    }
+  ],
+  "warnings": [
+    "Red d20 top face is partially angled; the number could be 19 or 61 depending on orientation mark, lowering confidence.",
+    "Black d12 shows number 17 on the top face but the die appears slightly tilted, so exact top face reading confidence is reduced.",
+    "dropped d12 with out-of-range value 17"
+  ]
+}
diff --git a/raw/sidecars/c1783640835173-e.plan.json b/raw/sidecars/c1783640835173-e.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..cd0bd485c2d7ba5633a587953d3a86efc8870527
--- /dev/null
+++ b/raw/sidecars/c1783640835173-e.plan.json
@@ -0,0 +1,11 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783640835173-e",
+  "createdAt": "2026-07-09T23:47:15.180Z",
+  "image": "c1783640835173-e.jpg",
+  "camera": "Android Webcam (18d1:4eed)",
+  "set": {
+    "d20": 2
+  },
+  "planIndex": 11
+}
diff --git a/raw/sidecars/c1783640861376-f.json b/raw/sidecars/c1783640861376-f.json
new file mode 100644
index 0000000000000000000000000000000000000000..62efed0f18c00f0fac44748c461cc044bc60549b
--- /dev/null
+++ b/raw/sidecars/c1783640861376-f.json
@@ -0,0 +1,57 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783640861376-f",
+  "createdAt": "2026-07-10T14:33:33.779Z",
+  "model": "reconciled:claude-sonnet-5",
+  "camera": "Android Webcam (18d1:4eed)",
+  "image": "c1783640861376-f.jpg",
+  "labels": [
+    {
+      "type": "d20",
+      "value": 20,
+      "box": {
+        "x": 0.345,
+        "y": 0.3,
+        "w": 0.16,
+        "h": 0.16
+      },
+      "confidence": 0.9
+    },
+    {
+      "type": "d20",
+      "value": 3,
+      "box": {
+        "x": 0.63,
+        "y": 0.185,
+        "w": 0.145,
+        "h": 0.145
+      },
+      "confidence": 0.3
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d20",
+      "value": 20,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.345,
+        "y": 0.3,
+        "w": 0.16,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d20",
+      "value": 3,
+      "confidence": 0.3,
+      "box": {
+        "x": 0.63,
+        "y": 0.185,
+        "w": 0.145,
+        "h": 0.145
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783640861376-f.opus.json b/raw/sidecars/c1783640861376-f.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..6a3929e54c518f7339ca97477af4ea3898758316
--- /dev/null
+++ b/raw/sidecars/c1783640861376-f.opus.json
@@ -0,0 +1,30 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d20",
+      "value": 20,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.345,
+        "y": 0.3,
+        "w": 0.16,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d20",
+      "value": 3,
+      "confidence": 0.3,
+      "box": {
+        "x": 0.63,
+        "y": 0.185,
+        "w": 0.145,
+        "h": 0.145
+      }
+    }
+  ],
+  "warnings": [
+    "Green die's top face number is unclear due to glare/glossy surface and unusual color-matched markings; reading is a low-confidence guess (could be 3 or 5)."
+  ]
+}
diff --git a/raw/sidecars/c1783640861376-f.plan.json b/raw/sidecars/c1783640861376-f.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..ba4888a97f7647899362088ceae6516d93345f95
--- /dev/null
+++ b/raw/sidecars/c1783640861376-f.plan.json
@@ -0,0 +1,11 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783640861376-f",
+  "createdAt": "2026-07-09T23:47:41.383Z",
+  "image": "c1783640861376-f.jpg",
+  "camera": "Android Webcam (18d1:4eed)",
+  "set": {
+    "d20": 2
+  },
+  "planIndex": 12
+}
diff --git a/raw/sidecars/c1783640906765-g.json b/raw/sidecars/c1783640906765-g.json
new file mode 100644
index 0000000000000000000000000000000000000000..5579a6b09b8a90422621bf4af7faef984178b72e
--- /dev/null
+++ b/raw/sidecars/c1783640906765-g.json
@@ -0,0 +1,57 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783640906765-g",
+  "createdAt": "2026-07-10T14:33:33.789Z",
+  "model": "reconciled:claude-sonnet-5",
+  "camera": "Android Webcam (18d1:4eed)",
+  "image": "c1783640906765-g.jpg",
+  "labels": [
+    {
+      "type": "d20",
+      "value": 14,
+      "box": {
+        "x": 0.755,
+        "y": 0.03,
+        "w": 0.165,
+        "h": 0.185
+      },
+      "confidence": 0.85
+    },
+    {
+      "type": "d20",
+      "value": 14,
+      "box": {
+        "x": 0.805,
+        "y": 0.345,
+        "w": 0.155,
+        "h": 0.155
+      },
+      "confidence": 0.8
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d20",
+      "value": 14,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.755,
+        "y": 0.03,
+        "w": 0.165,
+        "h": 0.185
+      }
+    },
+    {
+      "type": "d20",
+      "value": 14,
+      "confidence": 0.8,
+      "box": {
+        "x": 0.805,
+        "y": 0.345,
+        "w": 0.155,
+        "h": 0.155
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783640906765-g.opus.json b/raw/sidecars/c1783640906765-g.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..94b4ba6775e461c7df5628b5d93d638654c7fa11
--- /dev/null
+++ b/raw/sidecars/c1783640906765-g.opus.json
@@ -0,0 +1,30 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d20",
+      "value": 14,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.755,
+        "y": 0.03,
+        "w": 0.165,
+        "h": 0.185
+      }
+    },
+    {
+      "type": "d20",
+      "value": 14,
+      "confidence": 0.8,
+      "box": {
+        "x": 0.805,
+        "y": 0.345,
+        "w": 0.155,
+        "h": 0.155
+      }
+    }
+  ],
+  "warnings": [
+    "Purple d20 top face shows 14 but the die appears slightly tilted, reducing confidence in exact top-face read."
+  ]
+}
diff --git a/raw/sidecars/c1783640906765-g.plan.json b/raw/sidecars/c1783640906765-g.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..6bf41136cdae1b0b1a7727b1a90120c16261c551
--- /dev/null
+++ b/raw/sidecars/c1783640906765-g.plan.json
@@ -0,0 +1,11 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783640906765-g",
+  "createdAt": "2026-07-09T23:48:26.773Z",
+  "image": "c1783640906765-g.jpg",
+  "camera": "Android Webcam (18d1:4eed)",
+  "set": {
+    "d20": 2
+  },
+  "planIndex": 13
+}
diff --git a/raw/sidecars/c1783640914312-h.json b/raw/sidecars/c1783640914312-h.json
new file mode 100644
index 0000000000000000000000000000000000000000..d2bd67b512e7b907b036a292db6eb258febc8ffc
--- /dev/null
+++ b/raw/sidecars/c1783640914312-h.json
@@ -0,0 +1,57 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783640914312-h",
+  "createdAt": "2026-07-10T14:33:33.802Z",
+  "model": "reconciled:claude-sonnet-5",
+  "camera": "Android Webcam (18d1:4eed)",
+  "image": "c1783640914312-h.jpg",
+  "labels": [
+    {
+      "type": "d20",
+      "value": 9,
+      "box": {
+        "x": 0.19,
+        "y": 0.57,
+        "w": 0.155,
+        "h": 0.16
+      },
+      "confidence": 0.65
+    },
+    {
+      "type": "d20",
+      "value": 16,
+      "box": {
+        "x": 0.51,
+        "y": 0.75,
+        "w": 0.145,
+        "h": 0.15
+      },
+      "confidence": 0.3
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d20",
+      "value": 9,
+      "confidence": 0.65,
+      "box": {
+        "x": 0.19,
+        "y": 0.57,
+        "w": 0.155,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d20",
+      "value": 16,
+      "confidence": 0.3,
+      "box": {
+        "x": 0.51,
+        "y": 0.75,
+        "w": 0.145,
+        "h": 0.15
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783640914312-h.opus.json b/raw/sidecars/c1783640914312-h.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..d8ccaed8b857d1c2480a49cecd023ccad1c377bc
--- /dev/null
+++ b/raw/sidecars/c1783640914312-h.opus.json
@@ -0,0 +1,32 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d20",
+      "value": 9,
+      "confidence": 0.65,
+      "box": {
+        "x": 0.19,
+        "y": 0.57,
+        "w": 0.155,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d20",
+      "value": 16,
+      "confidence": 0.3,
+      "box": {
+        "x": 0.51,
+        "y": 0.75,
+        "w": 0.145,
+        "h": 0.15
+      }
+    }
+  ],
+  "warnings": [
+    "Red d20: top face shows '9' with underline, appears correctly oriented; adjacent faces 8,1,6 visible but not top. Confidence moderate due to slight tilt.",
+    "Purple d20: die is glossy and low-contrast, appears tilted with an edge rather than a face fully up; top value could be 16 or another nearby number, low confidence.",
+    "Purple d20 numbers are hard to distinguish due to color/glare - could also be misread as a different digit pair."
+  ]
+}
diff --git a/raw/sidecars/c1783640914312-h.plan.json b/raw/sidecars/c1783640914312-h.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..85693a409f8f7d0500e54ae98d15aff0c94c2058
--- /dev/null
+++ b/raw/sidecars/c1783640914312-h.plan.json
@@ -0,0 +1,11 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783640914312-h",
+  "createdAt": "2026-07-09T23:48:34.319Z",
+  "image": "c1783640914312-h.jpg",
+  "camera": "Android Webcam (18d1:4eed)",
+  "set": {
+    "d20": 2
+  },
+  "planIndex": 14
+}
diff --git a/raw/sidecars/c1783640923034-i.json b/raw/sidecars/c1783640923034-i.json
new file mode 100644
index 0000000000000000000000000000000000000000..ec3d54dbfc12ac86d293d03a3160f894324d02bd
--- /dev/null
+++ b/raw/sidecars/c1783640923034-i.json
@@ -0,0 +1,57 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783640923034-i",
+  "createdAt": "2026-07-10T14:33:33.815Z",
+  "model": "reconciled:claude-sonnet-5",
+  "camera": "Android Webcam (18d1:4eed)",
+  "image": "c1783640923034-i.jpg",
+  "labels": [
+    {
+      "type": "d20",
+      "value": 3,
+      "box": {
+        "x": 0.14,
+        "y": 0.07,
+        "w": 0.19,
+        "h": 0.19
+      },
+      "confidence": 0.5
+    },
+    {
+      "type": "d20",
+      "value": 14,
+      "box": {
+        "x": 0.29,
+        "y": 0.06,
+        "w": 0.19,
+        "h": 0.19
+      },
+      "confidence": 0.5
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d20",
+      "value": 3,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.14,
+        "y": 0.07,
+        "w": 0.19,
+        "h": 0.19
+      }
+    },
+    {
+      "type": "d20",
+      "value": 14,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.29,
+        "y": 0.06,
+        "w": 0.19,
+        "h": 0.19
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783640923034-i.opus.json b/raw/sidecars/c1783640923034-i.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..63633173d666f24254e994be6be1be89d17a0dda
--- /dev/null
+++ b/raw/sidecars/c1783640923034-i.opus.json
@@ -0,0 +1,32 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d20",
+      "value": 3,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.14,
+        "y": 0.07,
+        "w": 0.19,
+        "h": 0.19
+      }
+    },
+    {
+      "type": "d20",
+      "value": 14,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.29,
+        "y": 0.06,
+        "w": 0.19,
+        "h": 0.19
+      }
+    }
+  ],
+  "warnings": [
+    "Both d20s are tilted/leaning near each other, making the top face uncertain; readings estimated from most visible upright numbers.",
+    "First die could be showing 3 or an adjacent face; low confidence due to angle.",
+    "Second die could be showing 14 or an adjacent face; low confidence due to angle."
+  ]
+}
diff --git a/raw/sidecars/c1783640923034-i.plan.json b/raw/sidecars/c1783640923034-i.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..89cbaa41d4102768a089a3234775095a71384114
--- /dev/null
+++ b/raw/sidecars/c1783640923034-i.plan.json
@@ -0,0 +1,11 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783640923034-i",
+  "createdAt": "2026-07-09T23:48:43.041Z",
+  "image": "c1783640923034-i.jpg",
+  "camera": "Android Webcam (18d1:4eed)",
+  "set": {
+    "d20": 2
+  },
+  "planIndex": 15
+}
diff --git a/raw/sidecars/c1783640933948-j.json b/raw/sidecars/c1783640933948-j.json
new file mode 100644
index 0000000000000000000000000000000000000000..e0a2ff8f6597518e346363f02b2c5819ec9dd579
--- /dev/null
+++ b/raw/sidecars/c1783640933948-j.json
@@ -0,0 +1,57 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783640933948-j",
+  "createdAt": "2026-07-10T14:33:33.823Z",
+  "model": "reconciled:claude-sonnet-5",
+  "camera": "Android Webcam (18d1:4eed)",
+  "image": "c1783640933948-j.jpg",
+  "labels": [
+    {
+      "type": "d10",
+      "value": 4,
+      "box": {
+        "x": 0.595,
+        "y": 0.135,
+        "w": 0.12,
+        "h": 0.14
+      },
+      "confidence": 0.55
+    },
+    {
+      "type": "d10",
+      "value": 9,
+      "box": {
+        "x": 0.75,
+        "y": 0.26,
+        "w": 0.11,
+        "h": 0.13
+      },
+      "confidence": 0.4
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d10",
+      "value": 4,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.595,
+        "y": 0.135,
+        "w": 0.12,
+        "h": 0.14
+      }
+    },
+    {
+      "type": "d10",
+      "value": 9,
+      "confidence": 0.4,
+      "box": {
+        "x": 0.75,
+        "y": 0.26,
+        "w": 0.11,
+        "h": 0.13
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783640933948-j.opus.json b/raw/sidecars/c1783640933948-j.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..9fde35f029cb3130366eedab68edee8bcc350d92
--- /dev/null
+++ b/raw/sidecars/c1783640933948-j.opus.json
@@ -0,0 +1,31 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d10",
+      "value": 4,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.595,
+        "y": 0.135,
+        "w": 0.12,
+        "h": 0.14
+      }
+    },
+    {
+      "type": "d10",
+      "value": 9,
+      "confidence": 0.4,
+      "box": {
+        "x": 0.75,
+        "y": 0.26,
+        "w": 0.11,
+        "h": 0.13
+      }
+    }
+  ],
+  "warnings": [
+    "Blue d10 top face is tilted; numbers appear as '0' and '4' overlapping edges, so the exact upright top value is uncertain - could be 4.",
+    "Dark green/teal d10 is angled with multiple numbers visible (9, 6, 0) near the top vertex; unable to confidently determine the single flattest-up face, could be 9 or 6."
+  ]
+}
diff --git a/raw/sidecars/c1783640933948-j.plan.json b/raw/sidecars/c1783640933948-j.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..7518ad24cf69417abdd495e4ac9bfcc52db22c54
--- /dev/null
+++ b/raw/sidecars/c1783640933948-j.plan.json
@@ -0,0 +1,11 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783640933948-j",
+  "createdAt": "2026-07-09T23:48:53.958Z",
+  "image": "c1783640933948-j.jpg",
+  "camera": "Android Webcam (18d1:4eed)",
+  "set": {
+    "d10": 2
+  },
+  "planIndex": 16
+}
diff --git a/raw/sidecars/c1783640941184-k.json b/raw/sidecars/c1783640941184-k.json
new file mode 100644
index 0000000000000000000000000000000000000000..6e1fa0cea4afe42cde6683ad683dc781dec9bcd8
--- /dev/null
+++ b/raw/sidecars/c1783640941184-k.json
@@ -0,0 +1,53 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783640941184-k",
+  "createdAt": "2026-07-10T14:58:32.054Z",
+  "model": "agent-boxed",
+  "camera": "Android Webcam (18d1:4eed)",
+  "image": "c1783640941184-k.jpg",
+  "labels": [
+    {
+      "type": "d10",
+      "value": 1,
+      "box": {
+        "x": 0.556,
+        "y": 0.397,
+        "w": 0.121,
+        "h": 0.142
+      }
+    },
+    {
+      "type": "d10",
+      "value": 1,
+      "box": {
+        "x": 0.714,
+        "y": 0.539,
+        "w": 0.119,
+        "h": 0.13
+      }
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d10",
+      "value": 1,
+      "box": {
+        "x": 0.556,
+        "y": 0.397,
+        "w": 0.121,
+        "h": 0.142
+      }
+    },
+    {
+      "type": "d10",
+      "value": 1,
+      "box": {
+        "x": 0.714,
+        "y": 0.539,
+        "w": 0.119,
+        "h": 0.13
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783640941184-k.opus.json b/raw/sidecars/c1783640941184-k.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..18475b845921171fac0942aeaa0cbf5327ff9396
--- /dev/null
+++ b/raw/sidecars/c1783640941184-k.opus.json
@@ -0,0 +1,31 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d10",
+      "value": 0,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.565,
+        "y": 0.385,
+        "w": 0.115,
+        "h": 0.145
+      }
+    },
+    {
+      "type": "d6",
+      "value": 1,
+      "confidence": 0.45,
+      "box": {
+        "x": 0.745,
+        "y": 0.51,
+        "w": 0.1,
+        "h": 0.13
+      }
+    }
+  ],
+  "warnings": [
+    "The blue d10 is angled slightly; the top face shows '0' but nearby '8' and '2' are on slanted side faces, lowering confidence.",
+    "The white d6 is tilted/resting at an angle with multiple faces visible ('1', '3', '7'-like markings), so the true up face is uncertain."
+  ]
+}
diff --git a/raw/sidecars/c1783640941184-k.plan.json b/raw/sidecars/c1783640941184-k.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..7c2a53392062c8bdacf34ef58efc1d6ec1bd99f1
--- /dev/null
+++ b/raw/sidecars/c1783640941184-k.plan.json
@@ -0,0 +1,11 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783640941184-k",
+  "createdAt": "2026-07-09T23:49:01.191Z",
+  "image": "c1783640941184-k.jpg",
+  "camera": "Android Webcam (18d1:4eed)",
+  "set": {
+    "d10": 2
+  },
+  "planIndex": 17
+}
diff --git a/raw/sidecars/c1783640952033-l.json b/raw/sidecars/c1783640952033-l.json
new file mode 100644
index 0000000000000000000000000000000000000000..5589fcdaec9d22a54d93a2e14a612e3b6f67136d
--- /dev/null
+++ b/raw/sidecars/c1783640952033-l.json
@@ -0,0 +1,57 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783640952033-l",
+  "createdAt": "2026-07-10T14:33:33.825Z",
+  "model": "reconciled:claude-sonnet-5",
+  "camera": "Android Webcam (18d1:4eed)",
+  "image": "c1783640952033-l.jpg",
+  "labels": [
+    {
+      "type": "d10",
+      "value": 0,
+      "box": {
+        "x": 0.815,
+        "y": 0.28,
+        "w": 0.145,
+        "h": 0.155
+      },
+      "confidence": 0.6
+    },
+    {
+      "type": "d10",
+      "value": 0,
+      "box": {
+        "x": 0.41,
+        "y": 0.45,
+        "w": 0.145,
+        "h": 0.15
+      },
+      "confidence": 0.55
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d10",
+      "value": 0,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.815,
+        "y": 0.28,
+        "w": 0.145,
+        "h": 0.155
+      }
+    },
+    {
+      "type": "d10",
+      "value": 0,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.41,
+        "y": 0.45,
+        "w": 0.145,
+        "h": 0.15
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783640952033-l.opus.json b/raw/sidecars/c1783640952033-l.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..64d6b65c4e0ea0d8ebe9266c3b917b289a215849
--- /dev/null
+++ b/raw/sidecars/c1783640952033-l.opus.json
@@ -0,0 +1,31 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d10",
+      "value": 0,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.815,
+        "y": 0.28,
+        "w": 0.145,
+        "h": 0.155
+      }
+    },
+    {
+      "type": "d10",
+      "value": 0,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.41,
+        "y": 0.45,
+        "w": 0.145,
+        "h": 0.15
+      }
+    }
+  ],
+  "warnings": [
+    "Red d10 is at an angle, showing possibly two faces (0 and 1); top face read as 0 but could be tilted.",
+    "Green d10 face is glossy and partially indistinct; marking appears to show 0 but confidence is limited due to angle."
+  ]
+}
diff --git a/raw/sidecars/c1783640952033-l.plan.json b/raw/sidecars/c1783640952033-l.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..2c8d48b207fd67c6c25ac4e55b1046d0ee9c8ff7
--- /dev/null
+++ b/raw/sidecars/c1783640952033-l.plan.json
@@ -0,0 +1,11 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783640952033-l",
+  "createdAt": "2026-07-09T23:49:12.040Z",
+  "image": "c1783640952033-l.jpg",
+  "camera": "Android Webcam (18d1:4eed)",
+  "set": {
+    "d10": 2
+  },
+  "planIndex": 18
+}
diff --git a/raw/sidecars/c1783640965597-m.json b/raw/sidecars/c1783640965597-m.json
new file mode 100644
index 0000000000000000000000000000000000000000..99f6120a01de43df2b5fee39f1247a15ab94042b
--- /dev/null
+++ b/raw/sidecars/c1783640965597-m.json
@@ -0,0 +1,53 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783640965597-m",
+  "createdAt": "2026-07-10T14:58:32.056Z",
+  "model": "agent-boxed",
+  "camera": "Android Webcam (18d1:4eed)",
+  "image": "c1783640965597-m.jpg",
+  "labels": [
+    {
+      "type": "d10",
+      "value": 1,
+      "box": {
+        "x": 0.576,
+        "y": 0.428,
+        "w": 0.132,
+        "h": 0.143
+      }
+    },
+    {
+      "type": "d10",
+      "value": 1,
+      "box": {
+        "x": 0.586,
+        "y": 0.69,
+        "w": 0.135,
+        "h": 0.175
+      }
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d10",
+      "value": 1,
+      "box": {
+        "x": 0.576,
+        "y": 0.428,
+        "w": 0.132,
+        "h": 0.143
+      }
+    },
+    {
+      "type": "d10",
+      "value": 1,
+      "box": {
+        "x": 0.586,
+        "y": 0.69,
+        "w": 0.135,
+        "h": 0.175
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783640965597-m.opus.json b/raw/sidecars/c1783640965597-m.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..bd7d1101434928c0566cafc780dce246ba9a9e05
--- /dev/null
+++ b/raw/sidecars/c1783640965597-m.opus.json
@@ -0,0 +1,31 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d12",
+      "value": 2,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.57,
+        "y": 0.42,
+        "w": 0.14,
+        "h": 0.14
+      }
+    },
+    {
+      "type": "d10",
+      "value": 5,
+      "confidence": 0.7,
+      "box": {
+        "x": 0.58,
+        "y": 0.68,
+        "w": 0.13,
+        "h": 0.13
+      }
+    }
+  ],
+  "warnings": [
+    "Red d12 top face shows '2' but adjacent faces '8' and '9' are also visible due to slight tilt; confidence lowered.",
+    "Black d10 top face shows '5' with adjacent faces '3' and '9' partially visible due to slight tilt; confidence lowered."
+  ]
+}
diff --git a/raw/sidecars/c1783640965597-m.plan.json b/raw/sidecars/c1783640965597-m.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..5cebbf632a69b1e3aa5dd577fe3742e8a6cb9058
--- /dev/null
+++ b/raw/sidecars/c1783640965597-m.plan.json
@@ -0,0 +1,11 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783640965597-m",
+  "createdAt": "2026-07-09T23:49:25.606Z",
+  "image": "c1783640965597-m.jpg",
+  "camera": "Android Webcam (18d1:4eed)",
+  "set": {
+    "d10": 2
+  },
+  "planIndex": 19
+}
diff --git a/raw/sidecars/c1783640981058-n.json b/raw/sidecars/c1783640981058-n.json
new file mode 100644
index 0000000000000000000000000000000000000000..79402c4c8bfb5e308a04f7b570b2d132c3056139
--- /dev/null
+++ b/raw/sidecars/c1783640981058-n.json
@@ -0,0 +1,57 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783640981058-n",
+  "createdAt": "2026-07-10T14:33:33.827Z",
+  "model": "reconciled:claude-sonnet-5",
+  "camera": "Android Webcam (18d1:4eed)",
+  "image": "c1783640981058-n.jpg",
+  "labels": [
+    {
+      "type": "d10",
+      "value": 8,
+      "box": {
+        "x": 0.335,
+        "y": 0.055,
+        "w": 0.16,
+        "h": 0.16
+      },
+      "confidence": 0.75
+    },
+    {
+      "type": "d100",
+      "value": 10,
+      "box": {
+        "x": 0.345,
+        "y": 0.365,
+        "w": 0.13,
+        "h": 0.135
+      },
+      "confidence": 0.7
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d10",
+      "value": 8,
+      "confidence": 0.75,
+      "box": {
+        "x": 0.335,
+        "y": 0.055,
+        "w": 0.16,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d10",
+      "value": 10,
+      "confidence": 0.7,
+      "box": {
+        "x": 0.345,
+        "y": 0.365,
+        "w": 0.13,
+        "h": 0.135
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783640981058-n.opus.json b/raw/sidecars/c1783640981058-n.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..36bb6919580633fb274a4603d707d050daa9cbe7
--- /dev/null
+++ b/raw/sidecars/c1783640981058-n.opus.json
@@ -0,0 +1,31 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d10",
+      "value": 8,
+      "confidence": 0.75,
+      "box": {
+        "x": 0.335,
+        "y": 0.055,
+        "w": 0.16,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d10",
+      "value": 10,
+      "confidence": 0.7,
+      "box": {
+        "x": 0.345,
+        "y": 0.365,
+        "w": 0.13,
+        "h": 0.135
+      }
+    }
+  ],
+  "warnings": [
+    "Yellow d10 top face shows '8' but orientation mark not clearly visible, slight confidence reduction.",
+    "Purple d10 shows '10' (or possibly '0'), die appears slightly tilted so reading confidence reduced."
+  ]
+}
diff --git a/raw/sidecars/c1783640981058-n.plan.json b/raw/sidecars/c1783640981058-n.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..b68dfd81328757d6e66881109d93918bb5bbcd64
--- /dev/null
+++ b/raw/sidecars/c1783640981058-n.plan.json
@@ -0,0 +1,11 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783640981058-n",
+  "createdAt": "2026-07-09T23:49:41.061Z",
+  "image": "c1783640981058-n.jpg",
+  "camera": "Android Webcam (18d1:4eed)",
+  "set": {
+    "d10": 2
+  },
+  "planIndex": 20
+}
diff --git a/raw/sidecars/c1783640994326-o.json b/raw/sidecars/c1783640994326-o.json
new file mode 100644
index 0000000000000000000000000000000000000000..27f8851794d2f19186e530f38e42427cb52a0b72
--- /dev/null
+++ b/raw/sidecars/c1783640994326-o.json
@@ -0,0 +1,57 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783640994326-o",
+  "createdAt": "2026-07-10T14:33:33.837Z",
+  "model": "reconciled:claude-sonnet-5",
+  "camera": "Android Webcam (18d1:4eed)",
+  "image": "c1783640994326-o.jpg",
+  "labels": [
+    {
+      "type": "d8",
+      "value": 4,
+      "box": {
+        "x": 0.5,
+        "y": 0.2,
+        "w": 0.12,
+        "h": 0.14
+      },
+      "confidence": 0.55
+    },
+    {
+      "type": "d8",
+      "value": 6,
+      "box": {
+        "x": 0.78,
+        "y": 0.26,
+        "w": 0.11,
+        "h": 0.13
+      },
+      "confidence": 0.45
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d8",
+      "value": 4,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.5,
+        "y": 0.2,
+        "w": 0.12,
+        "h": 0.14
+      }
+    },
+    {
+      "type": "d8",
+      "value": 6,
+      "confidence": 0.45,
+      "box": {
+        "x": 0.78,
+        "y": 0.26,
+        "w": 0.11,
+        "h": 0.13
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783640994326-o.opus.json b/raw/sidecars/c1783640994326-o.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..74951466719ae19f036f49b8aba1a2b543c1cf67
--- /dev/null
+++ b/raw/sidecars/c1783640994326-o.opus.json
@@ -0,0 +1,31 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d8",
+      "value": 4,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.5,
+        "y": 0.2,
+        "w": 0.12,
+        "h": 0.14
+      }
+    },
+    {
+      "type": "d8",
+      "value": 6,
+      "confidence": 0.45,
+      "box": {
+        "x": 0.78,
+        "y": 0.26,
+        "w": 0.11,
+        "h": 0.13
+      }
+    }
+  ],
+  "warnings": [
+    "Yellow d8 value could be 4 or 1 depending on orientation mark; low contrast makes it hard to confirm.",
+    "Purple d8 value could be 6 or 9; no clear underline/dot visible to confirm orientation."
+  ]
+}
diff --git a/raw/sidecars/c1783640994326-o.plan.json b/raw/sidecars/c1783640994326-o.plan.json
new file mode 100644
index 0000000000000000000000000000000000000000..8c4a071f20a5c052a35d59c8abdd88fd59eb3971
--- /dev/null
+++ b/raw/sidecars/c1783640994326-o.plan.json
@@ -0,0 +1,11 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783640994326-o",
+  "createdAt": "2026-07-09T23:49:54.332Z",
+  "image": "c1783640994326-o.jpg",
+  "camera": "Android Webcam (18d1:4eed)",
+  "set": {
+    "d8": 2
+  },
+  "planIndex": 21
+}
diff --git a/raw/sidecars/c1783641006891-p.json b/raw/sidecars/c1783641006891-p.json
new file mode 100644
index 0000000000000000000000000000000000000000..e27ad989f7f136f584b6cd48b3fcfa26a5fe1c79
--- /dev/null
+++ b/raw/sidecars/c1783641006891-p.json
@@ -0,0 +1,53 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783641006891-p",
+  "createdAt": "2026-07-10T14:58:32.057Z",
+  "model": "agent-boxed",
+  "camera": "Android Webcam (18d1:4eed)",
+  "image": "c1783641006891-p.jpg",
+  "labels": [
+    {
+      "type": "d8",
+      "value": 1,
+      "box": {
+        "x": 0.224,
+        "y": 0.192,
+        "w": 0.132,
+        "h": 0.132
+      }
+    },
+    {
+      "type": "d8",
+      "value": 1,
+      "box": {
+        "x": 0.503,
+        "y": 0.06,
+        "w": 0.128,
+        "h": 0.138
+      }
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d8",
+      "value": 1,
+      "box": {
+        "x": 0.224,
+        "y": 0.192,
+        "w": 0.132,
+        "h": 0.132
+      }
+    },
+    {
+      "type": "d8",
+      "value": 1,
+      "box": {
+        "x": 0.503,
+        "y": 0.06,
+        "w": 0.128,
+        "h": 0.138
+      }
+    }
+  ],
+  "corrected": false
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783641006891-p.opus.json b/raw/sidecars/c1783641006891-p.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..4a98c9e24ee3febcd32ddf0e235026f5de78aad0
--- /dev/null
+++ b/raw/sidecars/c1783641006891-p.opus.json
@@ -0,0 +1,31 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d8",
+      "value": 8,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.225,
+        "y": 0.19,
+        "w": 0.145,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d10",
+      "value": 5,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.51,
+        "y": 0.04,
+        "w": 0.135,
+        "h": 0.16
+      }
+    }
+  ],
+  "warnings": [
+    "Green d8 top face shows a symbol that could be 8, orientation is ambiguous due to glossy surface and angle.",
+    "Yellow d10 is tilted slightly, showing possible edge of adjacent face (3); read top face as 5 but confidence reduced."
+  ]
+}