diff --git "a/pr-scope-clusters.json" "b/pr-scope-clusters.json"
--- "a/pr-scope-clusters.json"
+++ "b/pr-scope-clusters.json"
@@ -1,8 +1,8 @@
 {
   "repo": "openclaw/openclaw",
-  "snapshot_id": "20260428T000019Z",
-  "generated_at": "2026-04-28T00:05:45Z",
-  "cluster_count": 394,
+  "snapshot_id": "20260428T030019Z",
+  "generated_at": "2026-04-28T03:16:27Z",
+  "cluster_count": 396,
   "pr_scope_clusters": [
     {
       "cluster_id": "pr-scope-38808-17",
@@ -174,7 +174,7 @@
           "left_pr_number": 42936,
           "right_pr_number": 67783,
           "similarity": 0.61,
-          "content_similarity": 0.514,
+          "content_similarity": 0.513,
           "size_similarity": 0.672,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -322,7 +322,7 @@
           "left_pr_number": 40147,
           "right_pr_number": 71396,
           "similarity": 0.553,
-          "content_similarity": 0.438,
+          "content_similarity": 0.439,
           "size_similarity": 0.876,
           "breadth_similarity": 0.65,
           "concentration_similarity": 0.991,
@@ -431,8 +431,8 @@
         {
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           "right_pr_number": 66432,
-          "similarity": 0.536,
-          "content_similarity": 0.38,
+          "similarity": 0.539,
+          "content_similarity": 0.384,
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           "breadth_similarity": 0.875,
           "concentration_similarity": 1.0,
@@ -502,7 +502,7 @@
         {
           "left_pr_number": 40147,
           "right_pr_number": 72294,
-          "similarity": 0.512,
+          "similarity": 0.511,
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           "size_similarity": 0.823,
           "breadth_similarity": 0.75,
@@ -591,8 +591,8 @@
         {
           "left_pr_number": 40147,
           "right_pr_number": 60848,
-          "similarity": 0.481,
-          "content_similarity": 0.299,
+          "similarity": 0.483,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -682,7 +682,7 @@
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           "right_pr_number": 71396,
           "similarity": 0.471,
-          "content_similarity": 0.426,
+          "content_similarity": 0.427,
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           "breadth_similarity": 0.55,
           "concentration_similarity": 0.991,
@@ -697,12 +697,12 @@
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-          "size_similarity": 0.257,
-          "breadth_similarity": 0.9,
+          "left_pr_number": 38808,
+          "right_pr_number": 60848,
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+          "content_similarity": 0.34,
+          "size_similarity": 0.718,
+          "breadth_similarity": 0.75,
           "concentration_similarity": 1.0,
           "shared_filenames": [
             "extensions/feishu/src/bot.test.ts",
@@ -715,12 +715,12 @@
           ]
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         {
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-          "right_pr_number": 60848,
-          "similarity": 0.468,
-          "content_similarity": 0.336,
-          "size_similarity": 0.718,
-          "breadth_similarity": 0.75,
+          "left_pr_number": 40147,
+          "right_pr_number": 63148,
+          "similarity": 0.469,
+          "content_similarity": 0.415,
+          "size_similarity": 0.257,
+          "breadth_similarity": 0.9,
           "concentration_similarity": 1.0,
           "shared_filenames": [
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@@ -822,7 +822,7 @@
         {
           "left_pr_number": 40147,
           "right_pr_number": 42936,
-          "similarity": 0.448,
+          "similarity": 0.447,
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           "breadth_similarity": 1.0,
@@ -927,8 +927,8 @@
         {
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-          "similarity": 0.425,
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+          "similarity": 0.428,
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           "breadth_similarity": 0.75,
           "concentration_similarity": 1.0,
@@ -1084,7 +1084,7 @@
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           "right_pr_number": 72789,
-          "similarity": 0.398,
+          "similarity": 0.397,
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@@ -1118,8 +1118,8 @@
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           "breadth_similarity": 0.9,
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@@ -1154,7 +1154,7 @@
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@@ -1242,7 +1242,7 @@
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@@ -1322,7 +1322,7 @@
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@@ -1371,15 +1371,14 @@
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+          "concentration_similarity": 0.991,
           "shared_filenames": [
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             "extensions/feishu/src/bot.ts"
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@@ -1389,14 +1388,15 @@
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+          "size_similarity": 0.489,
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+          "concentration_similarity": 1.0,
           "shared_filenames": [
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@@ -1424,7 +1424,7 @@
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@@ -1440,8 +1440,8 @@
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@@ -1468,12 +1468,12 @@
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@@ -1485,12 +1485,12 @@
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@@ -1520,14 +1520,15 @@
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           "shared_filenames": [
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@@ -1537,15 +1538,14 @@
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@@ -1575,7 +1575,7 @@
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@@ -1639,11 +1639,29 @@
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+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "extensions/feishu/src/bot.test.ts",
+            "extensions/feishu/src/bot.ts"
+          ],
+          "shared_directories": [
+            "extensions/feishu/src",
+            "extensions/feishu",
+            "extensions"
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@@ -1674,15 +1692,14 @@
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@@ -1694,7 +1711,7 @@
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@@ -1706,23 +1723,6 @@
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@@ -1756,8 +1756,8 @@
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           "breadth_similarity": 0.5,
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@@ -1788,6 +1788,21 @@
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+          "right_pr_number": 60848,
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+          "content_similarity": 0.131,
+          "size_similarity": 0.45,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [],
+          "shared_directories": [
+            "extensions/feishu/src",
+            "extensions/feishu",
+            "extensions"
+          ]
+        },
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@@ -1805,21 +1820,6 @@
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-            "extensions/feishu",
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@@ -1856,7 +1856,7 @@
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@@ -1889,8 +1889,8 @@
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           "breadth_similarity": 0.75,
           "concentration_similarity": 1.0,
@@ -1906,8 +1906,8 @@
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           "right_pr_number": 60848,
-          "similarity": 0.298,
-          "content_similarity": 0.24,
+          "similarity": 0.299,
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           "breadth_similarity": 0.625,
           "concentration_similarity": 1.0,
@@ -1940,8 +1940,8 @@
         {
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+          "similarity": 0.295,
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           "breadth_similarity": 0.833,
           "concentration_similarity": 1.0,
@@ -1957,8 +1957,8 @@
         {
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           "concentration_similarity": 1.0,
@@ -2008,8 +2008,8 @@
         {
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           "breadth_similarity": 0.875,
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@@ -2058,13 +2058,14 @@
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-          "size_similarity": 0.453,
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           "concentration_similarity": 0.98,
           "shared_filenames": [
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             "extensions/feishu/src/bot.ts"
           ],
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@@ -2075,14 +2076,13 @@
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         {
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@@ -2158,7 +2158,7 @@
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@@ -2209,7 +2209,7 @@
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@@ -2224,7 +2224,7 @@
         {
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           "breadth_similarity": 0.9,
@@ -2239,7 +2239,7 @@
         {
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-          "similarity": 0.256,
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           "breadth_similarity": 0.75,
@@ -2257,7 +2257,7 @@
           "left_pr_number": 40782,
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           "similarity": 0.254,
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           "breadth_similarity": 0.667,
           "concentration_similarity": 1.0,
@@ -2271,7 +2271,7 @@
         {
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           "right_pr_number": 72138,
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           "breadth_similarity": 0.833,
@@ -2303,7 +2303,7 @@
         {
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           "breadth_similarity": 0.625,
@@ -2336,7 +2336,7 @@
           "left_pr_number": 38958,
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-          "content_similarity": 0.181,
+          "content_similarity": 0.18,
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           "concentration_similarity": 0.98,
@@ -2399,7 +2399,7 @@
         72612
       ],
       "representative_pr_number": 40277,
-      "average_similarity": 0.411,
+      "average_similarity": 0.412,
       "summary": "13 open PRs share weighted file overlap around `ui/src/ui/controllers/chat.test.ts`, `ui/src/ui/controllers/chat.ts`, `ui/src/ui/views/chat.ts`; representative PR #40277.",
       "shared_filenames": [
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@@ -2425,8 +2425,8 @@
         {
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-            "ui/src/ui/controllers/chat.ts",
-            "ui/src/ui/views/chat.test.ts"
+            "ui/src/ui/controllers/chat.ts"
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@@ -2543,18 +2540,21 @@
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-            "ui/src/ui/controllers/chat.ts"
+            "ui/src/ui/controllers/chat.ts",
+            "ui/src/ui/views/chat.test.ts"
           ],
           "shared_directories": [
+            "ui/src/ui/chat",
             "ui/src/ui/controllers",
+            "ui/src/ui/views",
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@@ -2563,8 +2563,8 @@
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@@ -2624,7 +2624,7 @@
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@@ -2646,7 +2646,7 @@
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@@ -2730,7 +2730,7 @@
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@@ -2749,8 +2749,8 @@
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@@ -2769,7 +2769,7 @@
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@@ -2812,8 +2812,8 @@
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@@ -2834,7 +2834,7 @@
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@@ -2856,8 +2856,8 @@
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@@ -2875,8 +2875,8 @@
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@@ -3027,8 +3027,8 @@
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@@ -3082,6 +3082,25 @@
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+          "shared_filenames": [
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+            "ui/src/ui/controllers/chat.ts"
+          ],
+          "shared_directories": [
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+            "ui/src/ui",
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+            "ui"
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@@ -3102,12 +3121,12 @@
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@@ -3123,7 +3142,7 @@
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@@ -3147,25 +3166,6 @@
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@@ -3214,7 +3214,7 @@
         {
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@@ -3233,8 +3233,8 @@
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@@ -3249,30 +3249,11 @@
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@@ -3290,8 +3271,8 @@
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@@ -3310,11 +3291,30 @@
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+            "ui/src/ui/controllers/chat.ts"
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@@ -3333,8 +3333,8 @@
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@@ -3354,7 +3354,7 @@
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@@ -3392,7 +3392,7 @@
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@@ -3414,8 +3414,8 @@
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@@ -3434,7 +3434,7 @@
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@@ -3449,6 +3449,25 @@
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+          "shared_filenames": [
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+            "ui/src/ui/controllers/chat.ts"
+          ],
+          "shared_directories": [
+            "ui/src/ui/controllers",
+            "ui/src/ui",
+            "ui/src",
+            "ui"
+          ]
+        },
         {
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@@ -3471,12 +3490,12 @@
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+          "size_similarity": 0.448,
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           "shared_filenames": [
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             "ui/src/ui/controllers/chat.ts"
@@ -3489,13 +3508,13 @@
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             "ui/src/ui/controllers/chat.ts"
@@ -3528,29 +3547,10 @@
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-            "ui/src/ui/controllers/chat.ts"
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@@ -3642,7 +3642,7 @@
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@@ -3664,8 +3664,8 @@
         {
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@@ -3739,7 +3739,7 @@
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@@ -3779,8 +3779,8 @@
         {
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-          "similarity": 0.32,
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@@ -3830,7 +3830,7 @@
           "left_pr_number": 53812,
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           "similarity": 0.292,
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           "breadth_similarity": 0.153,
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@@ -3897,7 +3897,7 @@
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           "similarity": 0.274,
-          "content_similarity": 0.125,
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           "breadth_similarity": 0.833,
           "concentration_similarity": 0.678,
@@ -3912,7 +3912,7 @@
           "left_pr_number": 42258,
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           "similarity": 0.272,
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@@ -3959,878 +3959,1331 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-39790-11",
+      "cluster_id": "pr-scope-38691-11",
       "pr_numbers": [
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-        57835,
-        59436,
-        63536,
-        64988,
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-        66544,
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+        38691,
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+        68276,
+        70993,
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       ],
-      "representative_pr_number": 68047,
-      "average_similarity": 0.416,
-      "summary": "11 open PRs share weighted file overlap around `src/gateway/session-utils.ts`, `src/gateway/session-utils.test.ts`; representative PR #68047.",
+      "representative_pr_number": 73168,
+      "average_similarity": 0.445,
+      "summary": "11 open PRs share weighted file overlap around `apps/android/app/src/main/java/ai/openclaw/app/NodeRuntime.kt`, `apps/android/app/src/main/java/ai/openclaw/app/MainViewModel.kt`, `apps/android/app/src/main/java/ai/openclaw/app/SecurePrefs.kt`; representative PR #73168.",
       "shared_filenames": [
-        "src/gateway/session-utils.ts",
-        "src/gateway/session-utils.test.ts"
+        "apps/android/app/src/main/java/ai/openclaw/app/NodeRuntime.kt",
+        "apps/android/app/src/main/java/ai/openclaw/app/MainViewModel.kt",
+        "apps/android/app/src/main/java/ai/openclaw/app/SecurePrefs.kt",
+        "apps/android/app/src/main/java/ai/openclaw/app/ui/SettingsSheet.kt",
+        "apps/android/app/src/main/java/ai/openclaw/app/chat/ChatController.kt",
+        "apps/android/app/src/main/java/ai/openclaw/app/gateway/GatewaySession.kt",
+        "apps/android/app/src/main/java/ai/openclaw/app/node/ConnectionManager.kt",
+        "apps/android/app/src/main/java/ai/openclaw/app/ui/ConnectTabScreen.kt"
       ],
       "shared_directories": [
-        "src/gateway",
-        "src"
+        "apps/android/app/src/main/java/ai/openclaw",
+        "apps/android/app/src/main/java/ai",
+        "apps/android/app/src/main/java",
+        "apps/android/app/src/main",
+        "apps/android/app/src",
+        "apps/android/app",
+        "apps/android",
+        "apps"
       ],
       "pairwise": [
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+      "summary": "11 open PRs share weighted file overlap around `src/gateway/session-utils.ts`, `src/gateway/session-utils.test.ts`; representative PR #68047.",
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@@ -4839,14 +5292,15 @@
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@@ -4855,14 +5309,15 @@
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@@ -4871,989 +5326,864 @@
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-            "apps/android/app/src/main/java",
-            "apps/android/app/src/main",
-            "apps/android/app/src",
-            "apps/android/app",
-            "apps/android",
-            "apps"
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-    {
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-            "extensions/slack/src/monitor",
-            "extensions/slack/src",
-            "extensions/slack",
-            "extensions"
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     {
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@@ -20067,17 +20319,16 @@
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@@ -20086,16 +20337,15 @@
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@@ -20104,16 +20354,15 @@
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@@ -20122,16 +20371,15 @@
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@@ -20140,15 +20388,16 @@
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@@ -20157,15 +20406,16 @@
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@@ -20174,15 +20424,15 @@
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@@ -20193,581 +20443,570 @@
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+      "representative_pr_number": 66712,
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+      "summary": "6 open PRs share weighted file overlap around `src/cron/isolated-agent/delivery-dispatch.ts`, `src/cron/isolated-agent/delivery-dispatch.double-announce.test.ts`; representative PR #66712.",
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@@ -20916,13 +21121,13 @@
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@@ -20966,14 +21171,31 @@
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+        {
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+          "shared_filenames": [
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@@ -21001,13 +21223,14 @@
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           "shared_filenames": [
+            "src/gateway/server-chat.agent-events.test.ts",
             "src/gateway/server-chat.ts"
           ],
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@@ -21016,13 +21239,13 @@
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@@ -21034,11 +21257,11 @@
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@@ -21046,1497 +21269,1213 @@
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-            "extensions/signal/src",
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       ]
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     {
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-      "summary": "6 open PRs share weighted file overlap around `src/auto-reply/reply/dispatch-from-config.ts`, `src/auto-reply/reply/dispatch-from-config.test.ts`; representative PR #71988.",
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+      "summary": "6 open PRs share weighted file overlap around `src/gateway/server/hooks.ts`, `src/gateway/server.hooks.test.ts`, `src/gateway/hooks.ts`; representative PR #51337.",
       "shared_filenames": [
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@@ -22544,261 +22483,261 @@
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+            "src/gateway/client.ts"
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         {
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-            "ui/src/ui/app-view-state.ts",
-            "ui/src/ui/app.ts"
+            "src/gateway/call.test.ts",
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+            "src/gateway/client.ts"
           ],
           "shared_directories": [
-            "ui/src/ui",
-            "ui/src",
-            "ui"
+            "src/gateway",
+            "src"
           ]
         },
         {
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-            "ui/src/ui",
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-            "ui/src/ui/app-gateway.ts"
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-            "ui/src/ui/app-gateway.ts",
-            "ui/src/ui/app-lifecycle.ts",
-            "ui/src/ui/app.ts"
+            "src/gateway/call.test.ts",
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+            "src/gateway/client.ts"
           ],
           "shared_directories": [
-            "ui/src/ui",
-            "ui/src",
-            "ui"
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+            "src"
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         {
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-            "ui/src/ui/app-gateway.ts",
-            "ui/src/ui/app-render.ts"
+            "src/gateway/call.test.ts",
+            "src/gateway/call.ts",
+            "src/gateway/client.ts"
           ],
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-            "ui/src/ui",
-            "ui/src",
-            "ui"
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+            "src"
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         },
         {
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-            "ui/src/ui/app-gateway.ts",
-            "ui/src/ui/app-lifecycle.ts",
-            "ui/src/ui/app-render.ts"
+            "src/gateway/call.test.ts",
+            "src/gateway/client.ts"
           ],
           "shared_directories": [
-            "ui/src/ui",
-            "ui/src",
-            "ui"
+            "src/gateway",
+            "src"
           ]
-        },
+        }
+      ]
+    },
+    {
+      "cluster_id": "pr-scope-39653-5",
+      "pr_numbers": [
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+      "shared_filenames": [
+        "src/gateway/net.test.ts",
+        "src/gateway/net.ts"
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+      "shared_directories": [
+        "src/gateway",
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         {
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-            "ui/src/ui/app-lifecycle.ts"
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           "shared_directories": [
-            "ui/src/ui",
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-            "ui"
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-            "ui"
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         {
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-            "ui"
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         {
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-            "ui/src/ui",
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-            "ui"
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-            "ui/src/ui/app-chat.ts",
-            "ui/src/ui/app-render.ts"
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+            "src/gateway/net.ts"
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           "shared_directories": [
-            "ui/src/ui",
-            "ui/src",
-            "ui"
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+            "src"
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         },
         {
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-    {
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-            "extensions/msteams/src",
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-            "extensions/msteams",
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         {
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+          "shared_filenames": [
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+            "src/gateway/net.ts"
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           "shared_directories": [
-            "extensions/msteams/src",
-            "extensions/msteams",
-            "extensions"
+            "src/gateway",
+            "src"
           ]
-        },
+        }
+      ]
+    },
+    {
+      "cluster_id": "pr-scope-39001-5",
+      "pr_numbers": [
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+      "shared_filenames": [
+        "extensions/feishu/src/bot-content.ts",
+        "extensions/feishu/src/bot.stripBotMention.test.ts"
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+      "shared_directories": [
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+        "extensions/feishu",
+        "extensions"
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         {
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+            "extensions/feishu/src/bot.stripBotMention.test.ts"
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           "shared_directories": [
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-            "extensions/msteams",
+            "extensions/feishu/src",
+            "extensions/feishu",
             "extensions"
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-            "ui/src/i18n",
-            "ui/src/ui",
-            "ui/src",
-            "ui"
+            "src/auto-reply/reply",
+            "src/auto-reply",
+            "src"
           ]
         }
       ]
     },
     {
-      "cluster_id": "pr-scope-41296-5",
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       "pr_numbers": [
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     {
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+            "ui/src/ui",
+            "ui/src",
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         {
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+          "right_pr_number": 66414,
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+          "size_similarity": 0.454,
+          "breadth_similarity": 0.477,
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+          "shared_filenames": [
+            "ui/src/ui/app-render.ts"
+          ],
           "shared_directories": [
-            "extensions/imessage/src",
-            "extensions/imessage",
-            "extensions"
+            "ui/src/ui/views",
+            "ui/src/ui",
+            "ui/src",
+            "ui"
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         },
         {
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           "shared_filenames": [],
           "shared_directories": [
-            "extensions/imessage/src",
-            "extensions/imessage",
-            "extensions"
+            "ui/src/ui/views",
+            "ui/src/ui",
+            "ui/src",
+            "ui"
           ]
         }
       ]
     },
     {
-      "cluster_id": "pr-scope-39330-5",
+      "cluster_id": "pr-scope-38635-5",
       "pr_numbers": [
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-      "summary": "5 open PRs share weighted file overlap around `src/auto-reply/reply/agent-runner.ts`; representative PR #53524.",
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+      "summary": "5 open PRs share weighted file overlap around `ui/src/ui/app-render.ts`; representative PR #53704.",
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-        "src/auto-reply/reply/agent-runner.ts"
+        "ui/src/ui/app-render.ts"
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-            "src/auto-reply/reply",
-            "src/auto-reply",
-            "src"
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+            "ui/src",
+            "ui"
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+            "ui/src/ui/app-render.ts"
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-            "src/auto-reply/reply",
-            "src/auto-reply",
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-            "src/auto-reply/reply/agent-runner.ts"
+            "ui/src/ui/app-render.ts"
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-            "src/auto-reply/reply",
-            "src/auto-reply",
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+            "ui/src/ui",
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+            "ui"
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         {
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-            "src/auto-reply/reply/agent-runner.ts"
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           "shared_directories": [
-            "src/auto-reply/reply",
-            "src/auto-reply",
-            "src"
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+            "ui/src",
+            "ui"
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-            "src/auto-reply/reply/agent-runner.ts"
+            "ui/src/ui/app-render.ts"
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-            "src/auto-reply/reply",
-            "src/auto-reply",
-            "src"
+            "ui/src/ui",
+            "ui/src",
+            "ui"
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         {
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-            "src/auto-reply/reply/agent-runner.ts"
+            "ui/src/ui/app-render.ts"
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           "shared_directories": [
-            "src/auto-reply/reply",
-            "src/auto-reply",
-            "src"
+            "ui/src/ui",
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-            "src/auto-reply/reply/agent-runner.ts"
+            "ui/src/ui/app-render.ts"
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           "shared_directories": [
-            "src/auto-reply/reply",
-            "src/auto-reply",
-            "src"
+            "ui/src/ui",
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         {
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-            "src/auto-reply/reply/agent-runner.ts"
+            "ui/src/ui/app-render.ts"
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-            "src/auto-reply/reply",
-            "src/auto-reply",
-            "src"
+            "ui/src/ui",
+            "ui/src",
+            "ui"
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         {
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+            "ui/src/ui/app-render.ts"
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-            "src/auto-reply/reply",
-            "src/auto-reply",
-            "src"
+            "ui/src/ui",
+            "ui/src",
+            "ui"
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       ]
     },
     {
-      "cluster_id": "pr-scope-40052-5",
+      "cluster_id": "pr-scope-41892-5",
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         "ui/src/ui",
         "ui/src",
         "ui",
-        "ui/src/ui/controllers"
+        "ui/src/ui/views",
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-            "ui/src/ui/views",
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+            "ui/src/i18n",
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-            "ui/src/ui/controllers",
             "ui/src/ui/views",
+            "ui/src/styles",
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             "ui/src/ui",
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-            "extensions/feishu",
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+            "extensions/codex/src",
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           "shared_filenames": [],
           "shared_directories": [
-            "extensions/feishu/src",
-            "extensions/feishu",
+            "extensions/codex/src/app-server",
+            "extensions/codex/src",
+            "extensions/codex",
             "extensions"
           ]
         }
       ]
     },
     {
-      "cluster_id": "pr-scope-51124-5",
+      "cluster_id": "pr-scope-39772-5",
       "pr_numbers": [
-        51124,
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-        65575,
-        70192,
-        72328
-      ],
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-      "summary": "5 open PRs share weighted file overlap around `ui/src/ui/views/chat.test.ts`, `ui/src/ui/views/chat.ts`; representative PR #51124.",
-      "shared_filenames": [
-        "ui/src/ui/views/chat.test.ts",
-        "ui/src/ui/views/chat.ts"
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+        67782,
+        68306,
+        71563,
+        73050
       ],
+      "representative_pr_number": 71563,
+      "average_similarity": 0.353,
+      "summary": "5 open PRs cluster in `extensions/telegram/src`, `extensions/telegram`, `extensions` with similar change breadth; representative PR #71563.",
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       "shared_directories": [
-        "ui/src/ui/views",
-        "ui/src/ui",
-        "ui/src",
-        "ui"
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           "shared_filenames": [],
           "shared_directories": [
-            "ui/src/ui/views",
-            "ui/src/ui",
-            "ui/src",
-            "ui"
+            "extensions/telegram/src",
+            "extensions/telegram",
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           "shared_filenames": [],
           "shared_directories": [
-            "ui/src/ui/views",
-            "ui/src/ui",
-            "ui/src",
-            "ui"
+            "extensions/telegram/src",
+            "extensions/telegram",
+            "extensions"
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         {
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           "shared_directories": [
-            "ui/src/ui/views",
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           "shared_filenames": [],
           "shared_directories": [
-            "ui/src/ui/views",
-            "ui/src/ui",
-            "ui/src",
-            "ui"
+            "extensions/telegram/src",
+            "extensions/telegram",
+            "extensions"
           ]
         },
         {
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-          "breadth_similarity": 0.625,
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+          "similarity": 0.354,
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+          "size_similarity": 0.94,
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           "shared_filenames": [],
           "shared_directories": [
-            "ui/src/ui/views",
-            "ui/src/ui",
-            "ui/src",
-            "ui"
+            "extensions/telegram/src",
+            "extensions/telegram",
+            "extensions"
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         {
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+          "size_similarity": 0.791,
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           "shared_filenames": [],
           "shared_directories": [
-            "ui/src/ui/views",
-            "ui/src/ui",
-            "ui/src",
-            "ui"
+            "extensions/telegram/src",
+            "extensions/telegram",
+            "extensions"
           ]
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         {
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           "shared_filenames": [],
           "shared_directories": [
-            "ui/src/ui/views",
-            "ui/src/ui",
-            "ui/src",
-            "ui"
+            "extensions/telegram/src",
+            "extensions/telegram",
+            "extensions"
           ]
         },
         {
-          "left_pr_number": 65575,
-          "right_pr_number": 70192,
-          "similarity": 0.309,
-          "content_similarity": 0.241,
-          "size_similarity": 0.261,
+          "left_pr_number": 39772,
+          "right_pr_number": 73050,
+          "similarity": 0.334,
+          "content_similarity": 0.121,
+          "size_similarity": 0.827,
           "breadth_similarity": 0.75,
-          "concentration_similarity": 0.535,
-          "shared_filenames": [
-            "ui/src/ui/views/chat.ts"
-          ],
+          "concentration_similarity": 1.0,
+          "shared_filenames": [],
           "shared_directories": [
-            "ui/src/ui/views",
-            "ui/src/ui",
-            "ui/src",
-            "ui"
+            "extensions/telegram/src",
+            "extensions/telegram",
+            "extensions"
           ]
         },
         {
-          "left_pr_number": 53663,
-          "right_pr_number": 70192,
-          "similarity": 0.307,
-          "content_similarity": 0.153,
-          "size_similarity": 0.824,
-          "breadth_similarity": 0.5,
-          "concentration_similarity": 0.535,
+          "left_pr_number": 67782,
+          "right_pr_number": 73050,
+          "similarity": 0.326,
+          "content_similarity": 0.117,
+          "size_similarity": 0.791,
+          "breadth_similarity": 0.75,
+          "concentration_similarity": 1.0,
           "shared_filenames": [],
           "shared_directories": [
-            "ui/src/ui/views",
-            "ui/src/ui",
-            "ui/src",
-            "ui"
+            "extensions/telegram/src",
+            "extensions/telegram",
+            "extensions"
           ]
         }
       ]
@@ -28967,7 +29009,7 @@
           "left_pr_number": 64819,
           "right_pr_number": 65010,
           "similarity": 0.656,
-          "content_similarity": 0.542,
+          "content_similarity": 0.543,
           "size_similarity": 0.935,
           "breadth_similarity": 0.927,
           "concentration_similarity": 0.871,
@@ -29099,7 +29141,7 @@
           "left_pr_number": 64819,
           "right_pr_number": 65222,
           "similarity": 0.417,
-          "content_similarity": 0.336,
+          "content_similarity": 0.337,
           "size_similarity": 0.377,
           "breadth_similarity": 0.748,
           "concentration_similarity": 0.999,
@@ -29139,7 +29181,7 @@
         72773
       ],
       "representative_pr_number": 72677,
-      "average_similarity": 0.608,
+      "average_similarity": 0.607,
       "summary": "4 open PRs share weighted file overlap around `src/gateway/server-cron.test.ts`, `src/gateway/server-cron.ts`, `src/plugins/wired-hooks-gateway.test.ts`; representative PR #72677.",
       "shared_filenames": [
         "src/gateway/server-cron.test.ts",
@@ -29187,8 +29229,8 @@
         {
           "left_pr_number": 72179,
           "right_pr_number": 72773,
-          "similarity": 0.699,
-          "content_similarity": 0.713,
+          "similarity": 0.698,
+          "content_similarity": 0.712,
           "size_similarity": 0.606,
           "breadth_similarity": 0.6,
           "concentration_similarity": 0.977,
@@ -29210,7 +29252,7 @@
         {
           "left_pr_number": 72677,
           "right_pr_number": 72773,
-          "similarity": 0.602,
+          "similarity": 0.601,
           "content_similarity": 0.593,
           "size_similarity": 0.543,
           "breadth_similarity": 0.7,
@@ -29228,8 +29270,8 @@
         {
           "left_pr_number": 72179,
           "right_pr_number": 72677,
-          "similarity": 0.595,
-          "content_similarity": 0.481,
+          "similarity": 0.593,
+          "content_similarity": 0.479,
           "size_similarity": 0.896,
           "breadth_similarity": 0.875,
           "concentration_similarity": 0.72,
@@ -29245,8 +29287,8 @@
         {
           "left_pr_number": 58971,
           "right_pr_number": 72773,
-          "similarity": 0.528,
-          "content_similarity": 0.472,
+          "similarity": 0.527,
+          "content_similarity": 0.471,
           "size_similarity": 0.402,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.743,
@@ -29263,8 +29305,8 @@
         {
           "left_pr_number": 58971,
           "right_pr_number": 72179,
-          "similarity": 0.48,
-          "content_similarity": 0.404,
+          "similarity": 0.479,
+          "content_similarity": 0.402,
           "size_similarity": 0.662,
           "breadth_similarity": 0.6,
           "concentration_similarity": 0.766,
@@ -29341,7 +29383,7 @@
           "left_pr_number": 65778,
           "right_pr_number": 66029,
           "similarity": 0.805,
-          "content_similarity": 0.902,
+          "content_similarity": 0.903,
           "size_similarity": 0.462,
           "breadth_similarity": 0.583,
           "concentration_similarity": 0.923,
@@ -29376,7 +29418,7 @@
         {
           "left_pr_number": 66029,
           "right_pr_number": 72069,
-          "similarity": 0.403,
+          "similarity": 0.404,
           "content_similarity": 0.452,
           "size_similarity": 0.015,
           "breadth_similarity": 0.548,
@@ -29420,7 +29462,7 @@
         72295
       ],
       "representative_pr_number": 67662,
-      "average_similarity": 0.583,
+      "average_similarity": 0.58,
       "summary": "4 open PRs share weighted file overlap around `src/agents/pi-embedded-runner/run.incomplete-turn.test.ts`, `src/agents/pi-embedded-runner/run/incomplete-turn.ts`; representative PR #67662.",
       "shared_filenames": [
         "src/agents/pi-embedded-runner/run.incomplete-turn.test.ts",
@@ -29437,7 +29479,7 @@
           "left_pr_number": 67662,
           "right_pr_number": 70647,
           "similarity": 0.866,
-          "content_similarity": 0.901,
+          "content_similarity": 0.9,
           "size_similarity": 0.794,
           "breadth_similarity": 0.667,
           "concentration_similarity": 1.0,
@@ -29453,8 +29495,8 @@
         {
           "left_pr_number": 70599,
           "right_pr_number": 72295,
-          "similarity": 0.617,
-          "content_similarity": 0.545,
+          "similarity": 0.614,
+          "content_similarity": 0.541,
           "size_similarity": 0.871,
           "breadth_similarity": 0.7,
           "concentration_similarity": 0.697,
@@ -29472,8 +29514,8 @@
         {
           "left_pr_number": 70647,
           "right_pr_number": 72295,
-          "similarity": 0.541,
-          "content_similarity": 0.517,
+          "similarity": 0.537,
+          "content_similarity": 0.511,
           "size_similarity": 0.583,
           "breadth_similarity": 0.5,
           "concentration_similarity": 0.833,
@@ -29489,8 +29531,8 @@
         {
           "left_pr_number": 67662,
           "right_pr_number": 72295,
-          "similarity": 0.539,
-          "content_similarity": 0.47,
+          "similarity": 0.535,
+          "content_similarity": 0.465,
           "size_similarity": 0.735,
           "breadth_similarity": 0.583,
           "concentration_similarity": 0.833,
@@ -29506,8 +29548,8 @@
         {
           "left_pr_number": 67662,
           "right_pr_number": 70599,
-          "similarity": 0.477,
-          "content_similarity": 0.384,
+          "similarity": 0.475,
+          "content_similarity": 0.382,
           "size_similarity": 0.843,
           "breadth_similarity": 0.55,
           "concentration_similarity": 0.53,
@@ -29523,8 +29565,8 @@
         {
           "left_pr_number": 70599,
           "right_pr_number": 70647,
-          "similarity": 0.457,
-          "content_similarity": 0.421,
+          "similarity": 0.455,
+          "content_similarity": 0.419,
           "size_similarity": 0.67,
           "breadth_similarity": 0.35,
           "concentration_similarity": 0.53,
@@ -29548,7 +29590,7 @@
         72620
       ],
       "representative_pr_number": 72620,
-      "average_similarity": 0.559,
+      "average_similarity": 0.557,
       "summary": "4 open PRs share weighted file overlap around `extensions/active-memory/index.test.ts`, `extensions/active-memory/index.ts`, `extensions/active-memory/openclaw.plugin.json`; representative PR #72620.",
       "shared_filenames": [
         "extensions/active-memory/index.test.ts",
@@ -29563,8 +29605,8 @@
         {
           "left_pr_number": 68773,
           "right_pr_number": 72620,
-          "similarity": 0.656,
-          "content_similarity": 0.522,
+          "similarity": 0.655,
+          "content_similarity": 0.52,
           "size_similarity": 0.94,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -29580,8 +29622,8 @@
         {
           "left_pr_number": 67977,
           "right_pr_number": 68773,
-          "similarity": 0.547,
-          "content_similarity": 0.566,
+          "similarity": 0.545,
+          "content_similarity": 0.563,
           "size_similarity": 0.115,
           "breadth_similarity": 0.833,
           "concentration_similarity": 1.0,
@@ -29597,8 +29639,8 @@
         {
           "left_pr_number": 66285,
           "right_pr_number": 72620,
-          "similarity": 0.545,
-          "content_similarity": 0.459,
+          "similarity": 0.543,
+          "content_similarity": 0.455,
           "size_similarity": 0.662,
           "breadth_similarity": 0.75,
           "concentration_similarity": 1.0,
@@ -29614,8 +29656,8 @@
         {
           "left_pr_number": 66285,
           "right_pr_number": 67977,
-          "similarity": 0.541,
-          "content_similarity": 0.542,
+          "similarity": 0.538,
+          "content_similarity": 0.537,
           "size_similarity": 0.164,
           "breadth_similarity": 0.875,
           "concentration_similarity": 1.0,
@@ -29632,8 +29674,8 @@
         {
           "left_pr_number": 67977,
           "right_pr_number": 72620,
-          "similarity": 0.538,
-          "content_similarity": 0.555,
+          "similarity": 0.536,
+          "content_similarity": 0.552,
           "size_similarity": 0.108,
           "breadth_similarity": 0.833,
           "concentration_similarity": 1.0,
@@ -29649,18 +29691,142 @@
         {
           "left_pr_number": 66285,
           "right_pr_number": 68773,
-          "similarity": 0.527,
-          "content_similarity": 0.424,
+          "similarity": 0.524,
+          "content_similarity": 0.42,
           "size_similarity": 0.704,
           "breadth_similarity": 0.75,
           "concentration_similarity": 1.0,
           "shared_filenames": [
-            "extensions/active-memory/index.test.ts",
-            "extensions/active-memory/index.ts"
+            "extensions/active-memory/index.test.ts",
+            "extensions/active-memory/index.ts"
+          ],
+          "shared_directories": [
+            "extensions/active-memory",
+            "extensions"
+          ]
+        }
+      ]
+    },
+    {
+      "cluster_id": "pr-scope-60409-4",
+      "pr_numbers": [
+        60409,
+        63978,
+        66656,
+        68765
+      ],
+      "representative_pr_number": 60409,
+      "average_similarity": 0.541,
+      "summary": "4 open PRs share weighted file overlap around `src/gateway/session-utils.fs.test.ts`, `src/gateway/session-utils.fs.ts`; representative PR #60409.",
+      "shared_filenames": [
+        "src/gateway/session-utils.fs.test.ts",
+        "src/gateway/session-utils.fs.ts"
+      ],
+      "shared_directories": [
+        "src/gateway",
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 60409,
+          "right_pr_number": 68765,
+          "similarity": 0.644,
+          "content_similarity": 0.665,
+          "size_similarity": 0.432,
+          "breadth_similarity": 0.75,
+          "concentration_similarity": 0.763,
+          "shared_filenames": [
+            "src/gateway/session-utils.fs.test.ts",
+            "src/gateway/session-utils.fs.ts"
+          ],
+          "shared_directories": [
+            "src/gateway",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 60409,
+          "right_pr_number": 63978,
+          "similarity": 0.617,
+          "content_similarity": 0.661,
+          "size_similarity": 0.138,
+          "breadth_similarity": 0.833,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/gateway/session-utils.fs.test.ts",
+            "src/gateway/session-utils.fs.ts"
+          ],
+          "shared_directories": [
+            "src/gateway",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 63978,
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+          "similarity": 0.572,
+          "content_similarity": 0.509,
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+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/gateway/session-utils.fs.test.ts",
+            "src/gateway/session-utils.fs.ts"
+          ],
+          "shared_directories": [
+            "src/gateway",
+            "src"
+          ]
+        },
+        {
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+            "src/gateway/session-utils.fs.test.ts",
+            "src/gateway/session-utils.fs.ts"
+          ],
+          "shared_directories": [
+            "src/gateway",
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+        },
+        {
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+          "right_pr_number": 66656,
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+          "shared_filenames": [
+            "src/gateway/session-utils.fs.test.ts",
+            "src/gateway/session-utils.fs.ts"
+          ],
+          "shared_directories": [
+            "src/gateway",
+            "src"
+          ]
+        },
+        {
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+          "right_pr_number": 68765,
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+          "breadth_similarity": 0.583,
+          "concentration_similarity": 0.763,
+          "shared_filenames": [
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+            "src/gateway/session-utils.fs.ts"
           ],
           "shared_directories": [
-            "extensions/active-memory",
-            "extensions"
+            "src/gateway",
+            "src"
           ]
         }
       ]
@@ -29706,7 +29872,7 @@
           "left_pr_number": 63082,
           "right_pr_number": 69305,
           "similarity": 0.68,
-          "content_similarity": 0.646,
+          "content_similarity": 0.647,
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@@ -29739,7 +29905,7 @@
         {
           "left_pr_number": 69305,
           "right_pr_number": 72267,
-          "similarity": 0.468,
+          "similarity": 0.469,
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           "size_similarity": 0.027,
           "breadth_similarity": 0.75,
@@ -29786,130 +29952,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-60409-4",
-      "pr_numbers": [
-        60409,
-        63978,
-        66656,
-        68765
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-      "average_similarity": 0.527,
-      "summary": "4 open PRs share weighted file overlap around `src/gateway/session-utils.fs.test.ts`, `src/gateway/session-utils.fs.ts`; representative PR #60409.",
-      "shared_filenames": [
-        "src/gateway/session-utils.fs.test.ts",
-        "src/gateway/session-utils.fs.ts"
-      ],
-      "shared_directories": [
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-            "src/gateway/session-utils.fs.test.ts",
-            "src/gateway/session-utils.fs.ts"
-          ],
-          "shared_directories": [
-            "src/gateway",
-            "src"
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-        },
-        {
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-          "shared_filenames": [
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-            "src/gateway",
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-        {
-          "left_pr_number": 60409,
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-            "src/gateway/session-utils.fs.test.ts",
-            "src/gateway/session-utils.fs.ts"
-          ],
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-            "src/gateway",
-            "src"
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-        },
-        {
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-          "concentration_similarity": 0.763,
-          "shared_filenames": [
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-            "src/gateway/session-utils.fs.ts"
-          ],
-          "shared_directories": [
-            "src/gateway",
-            "src"
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-        },
-        {
-          "left_pr_number": 60409,
-          "right_pr_number": 66656,
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-          "shared_filenames": [
-            "src/gateway/session-utils.fs.test.ts",
-            "src/gateway/session-utils.fs.ts"
-          ],
-          "shared_directories": [
-            "src/gateway",
-            "src"
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-        },
-        {
-          "left_pr_number": 66656,
-          "right_pr_number": 68765,
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-          "shared_filenames": [
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-            "src/gateway/session-utils.fs.ts"
-          ],
-          "shared_directories": [
-            "src/gateway",
-            "src"
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-    },
     {
       "cluster_id": "pr-scope-67203-4",
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@@ -29919,7 +29961,7 @@
         71062
       ],
       "representative_pr_number": 68418,
-      "average_similarity": 0.52,
+      "average_similarity": 0.519,
       "summary": "4 open PRs share weighted file overlap around `src/agents/openai-transport-stream.test.ts`, `src/agents/openai-transport-stream.ts`, `CHANGELOG.md`; representative PR #68418.",
       "shared_filenames": [
         "src/agents/openai-transport-stream.test.ts",
@@ -29935,7 +29977,7 @@
           "left_pr_number": 67203,
           "right_pr_number": 68418,
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@@ -29969,7 +30011,7 @@
           "left_pr_number": 67203,
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@@ -29986,7 +30028,7 @@
           "left_pr_number": 68418,
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@@ -30004,7 +30046,7 @@
           "left_pr_number": 67203,
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@@ -30020,8 +30062,8 @@
         {
           "left_pr_number": 69212,
           "right_pr_number": 71062,
-          "similarity": 0.34,
-          "content_similarity": 0.298,
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           "breadth_similarity": 0.354,
           "concentration_similarity": 0.561,
@@ -30036,6 +30078,140 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-40760-4",
+      "pr_numbers": [
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+        41957,
+        64731,
+        69399
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+      "representative_pr_number": 40760,
+      "average_similarity": 0.517,
+      "summary": "4 open PRs share weighted file overlap around `src/auto-reply/reply/agent-runner.runreplyagent.e2e.test.ts`, `src/auto-reply/reply/get-reply.typing-timeout-budget.test.ts`, `src/auto-reply/reply/get-reply.test-mocks.ts`; representative PR #40760.",
+      "shared_filenames": [
+        "src/auto-reply/reply/agent-runner.runreplyagent.e2e.test.ts",
+        "src/auto-reply/reply/get-reply.typing-timeout-budget.test.ts",
+        "src/auto-reply/reply/get-reply.test-mocks.ts",
+        "src/auto-reply/reply/agent-runner-execution.ts",
+        "src/auto-reply/reply/get-reply.ts",
+        "src/auto-reply/reply/agent-runner.ts"
+      ],
+      "shared_directories": [
+        "src/auto-reply/reply",
+        "src/auto-reply",
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 40760,
+          "right_pr_number": 41957,
+          "similarity": 0.986,
+          "content_similarity": 0.98,
+          "size_similarity": 1.0,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/auto-reply/reply/agent-runner-execution.ts",
+            "src/auto-reply/reply/agent-runner.runreplyagent.e2e.test.ts",
+            "src/auto-reply/reply/get-reply.test-mocks.ts",
+            "src/auto-reply/reply/get-reply.ts",
+            "src/auto-reply/reply/get-reply.typing-timeout-budget.test.ts"
+          ],
+          "shared_directories": [
+            "src/auto-reply/reply",
+            "src/auto-reply",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 64731,
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+          "concentration_similarity": 0.891,
+          "shared_filenames": [
+            "src/auto-reply/reply/agent-runner.runreplyagent.e2e.test.ts",
+            "src/auto-reply/reply/agent-runner.ts"
+          ],
+          "shared_directories": [
+            "src/auto-reply/reply",
+            "src/auto-reply",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 40760,
+          "right_pr_number": 69399,
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+          "concentration_similarity": 0.891,
+          "shared_filenames": [
+            "src/auto-reply/reply/agent-runner.runreplyagent.e2e.test.ts"
+          ],
+          "shared_directories": [
+            "src/auto-reply/reply",
+            "src/auto-reply",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 41957,
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+          "concentration_similarity": 0.891,
+          "shared_filenames": [
+            "src/auto-reply/reply/agent-runner.runreplyagent.e2e.test.ts"
+          ],
+          "shared_directories": [
+            "src/auto-reply/reply",
+            "src/auto-reply",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 40760,
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+          "size_similarity": 0.495,
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+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/auto-reply/reply/agent-runner.runreplyagent.e2e.test.ts"
+          ],
+          "shared_directories": [
+            "src/auto-reply/reply",
+            "src/auto-reply",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 41957,
+          "right_pr_number": 64731,
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+          "shared_filenames": [
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+          ],
+          "shared_directories": [
+            "src/auto-reply/reply",
+            "src/auto-reply",
+            "src"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-67331-4",
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@@ -30099,7 +30275,7 @@
           "left_pr_number": 67331,
           "right_pr_number": 67332,
           "similarity": 0.612,
-          "content_similarity": 0.648,
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           "concentration_similarity": 0.764,
@@ -30208,7 +30384,7 @@
           "left_pr_number": 67331,
           "right_pr_number": 67345,
           "similarity": 0.284,
-          "content_similarity": 0.302,
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           "breadth_similarity": 0.188,
           "concentration_similarity": 0.82,
@@ -30275,7 +30451,7 @@
         {
           "left_pr_number": 41552,
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-          "similarity": 0.538,
+          "similarity": 0.539,
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           "size_similarity": 0.688,
           "breadth_similarity": 0.75,
@@ -30314,7 +30490,7 @@
           "left_pr_number": 41718,
           "right_pr_number": 42001,
           "similarity": 0.368,
-          "content_similarity": 0.324,
+          "content_similarity": 0.325,
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           "breadth_similarity": 0.75,
           "concentration_similarity": 0.75,
@@ -30417,79 +30593,340 @@
             "src/cli/gateway-cli/run-loop.ts"
           ],
           "shared_directories": [
-            "src/cli/gateway-cli",
-            "src/cli",
-            "src"
+            "src/cli/gateway-cli",
+            "src/cli",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 40846,
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+          "breadth_similarity": 0.75,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/cli/gateway-cli/run-loop.ts"
+          ],
+          "shared_directories": [
+            "src/cli/gateway-cli",
+            "src/cli",
+            "src"
+          ]
+        },
+        {
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+          "concentration_similarity": 0.655,
+          "shared_filenames": [
+            "src/cli/gateway-cli/run-loop.test.ts",
+            "src/cli/gateway-cli/run-loop.ts"
+          ],
+          "shared_directories": [
+            "src/cli/gateway-cli",
+            "src/cli",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 66735,
+          "right_pr_number": 70466,
+          "similarity": 0.386,
+          "content_similarity": 0.425,
+          "size_similarity": 0.036,
+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.655,
+          "shared_filenames": [
+            "src/cli/gateway-cli/run-loop.test.ts",
+            "src/cli/gateway-cli/run-loop.ts"
+          ],
+          "shared_directories": [
+            "src/cli/gateway-cli",
+            "src/cli",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 40846,
+          "right_pr_number": 66735,
+          "similarity": 0.253,
+          "content_similarity": 0.249,
+          "size_similarity": 0.053,
+          "breadth_similarity": 0.375,
+          "concentration_similarity": 0.655,
+          "shared_filenames": [
+            "src/cli/gateway-cli/run-loop.ts"
+          ],
+          "shared_directories": [
+            "src/cli/gateway-cli",
+            "src/cli",
+            "src"
+          ]
+        }
+      ]
+    },
+    {
+      "cluster_id": "pr-scope-62643-4",
+      "pr_numbers": [
+        62643,
+        68280,
+        71882,
+        73171
+      ],
+      "representative_pr_number": 62643,
+      "average_similarity": 0.499,
+      "summary": "4 open PRs share weighted file overlap around `src/commands/status.scan.shared.test.ts`, `src/commands/status.scan.shared.ts`; representative PR #62643.",
+      "shared_filenames": [
+        "src/commands/status.scan.shared.test.ts",
+        "src/commands/status.scan.shared.ts"
+      ],
+      "shared_directories": [
+        "src/commands",
+        "src"
+      ],
+      "pairwise": [
+        {
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+          "concentration_similarity": 0.856,
+          "shared_filenames": [
+            "src/commands/status.scan.shared.test.ts",
+            "src/commands/status.scan.shared.ts"
+          ],
+          "shared_directories": [
+            "src/commands",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 71882,
+          "right_pr_number": 73171,
+          "similarity": 0.65,
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+          "size_similarity": 0.622,
+          "breadth_similarity": 0.75,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/commands/status.scan.shared.test.ts",
+            "src/commands/status.scan.shared.ts"
+          ],
+          "shared_directories": [
+            "src/commands",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 62643,
+          "right_pr_number": 73171,
+          "similarity": 0.602,
+          "content_similarity": 0.612,
+          "size_similarity": 0.488,
+          "breadth_similarity": 0.583,
+          "concentration_similarity": 0.856,
+          "shared_filenames": [
+            "src/commands/status.scan.shared.test.ts",
+            "src/commands/status.scan.shared.ts"
+          ],
+          "shared_directories": [
+            "src/commands",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 68280,
+          "right_pr_number": 73171,
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+          "size_similarity": 0.256,
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+          "concentration_similarity": 0.294,
+          "shared_filenames": [
+            "src/commands/status.scan.shared.test.ts",
+            "src/commands/status.scan.shared.ts"
+          ],
+          "shared_directories": [
+            "src/commands",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 62643,
+          "right_pr_number": 68280,
+          "similarity": 0.38,
+          "content_similarity": 0.339,
+          "size_similarity": 0.525,
+          "breadth_similarity": 0.417,
+          "concentration_similarity": 0.438,
+          "shared_filenames": [
+            "src/commands/status.scan.shared.test.ts",
+            "src/commands/status.scan.shared.ts"
+          ],
+          "shared_directories": [
+            "src/commands",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 68280,
+          "right_pr_number": 71882,
+          "similarity": 0.298,
+          "content_similarity": 0.267,
+          "size_similarity": 0.412,
+          "breadth_similarity": 0.347,
+          "concentration_similarity": 0.294,
+          "shared_filenames": [
+            "src/commands/status.scan.shared.test.ts",
+            "src/commands/status.scan.shared.ts"
+          ],
+          "shared_directories": [
+            "src/commands",
+            "src"
+          ]
+        }
+      ]
+    },
+    {
+      "cluster_id": "pr-scope-66321-4",
+      "pr_numbers": [
+        66321,
+        68835,
+        69494,
+        73112
+      ],
+      "representative_pr_number": 68835,
+      "average_similarity": 0.499,
+      "summary": "4 open PRs share weighted file overlap around `apps/macos/Sources/OpenClaw/ModelCatalogLoader.swift`, `apps/macos/Tests/OpenClawIPCTests/ModelCatalogLoaderTests.swift`; representative PR #68835.",
+      "shared_filenames": [
+        "apps/macos/Sources/OpenClaw/ModelCatalogLoader.swift",
+        "apps/macos/Tests/OpenClawIPCTests/ModelCatalogLoaderTests.swift"
+      ],
+      "shared_directories": [
+        "apps/macos/Tests/OpenClawIPCTests",
+        "apps/macos/Sources/OpenClaw",
+        "apps/macos/Tests",
+        "apps/macos/Sources",
+        "apps/macos",
+        "apps"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 68835,
+          "right_pr_number": 73112,
+          "similarity": 0.934,
+          "content_similarity": 0.949,
+          "size_similarity": 0.86,
+          "breadth_similarity": 1.0,
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       "summary": "4 open PRs share weighted file overlap around `src/cli/run-main.ts`, `src/cli/run-main.test.ts`, `src/cli/run-main.exit.test.ts`; representative PR #64112.",
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@@ -30586,8 +31023,8 @@
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@@ -30602,11 +31039,11 @@
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             "src"
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-          "concentration_similarity": 0.767,
+          "left_pr_number": 40200,
+          "right_pr_number": 70341,
+          "similarity": 0.307,
+          "content_similarity": 0.285,
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           "shared_filenames": [
-            "src/tasks/task-registry.test.ts",
-            "src/tasks/task-registry.ts"
+            "src/agents/shell-utils.test.ts",
+            "src/agents/shell-utils.ts"
           ],
           "shared_directories": [
-            "src/tasks",
+            "src/agents",
             "src"
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@@ -31309,7 +31358,7 @@
           "left_pr_number": 53634,
           "right_pr_number": 67795,
           "similarity": 0.442,
-          "content_similarity": 0.409,
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@@ -31323,7 +31372,7 @@
         {
           "left_pr_number": 44986,
           "right_pr_number": 67795,
-          "similarity": 0.401,
+          "similarity": 0.4,
           "content_similarity": 0.345,
           "size_similarity": 0.061,
           "breadth_similarity": 1.0,
@@ -31338,7 +31387,7 @@
         {
           "left_pr_number": 53634,
           "right_pr_number": 58340,
-          "similarity": 0.376,
+          "similarity": 0.375,
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           "size_similarity": 0.043,
           "breadth_similarity": 1.0,
@@ -31368,255 +31417,289 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-63644-4",
+      "cluster_id": "pr-scope-64416-4",
       "pr_numbers": [
-        63644,
-        64673,
-        66311,
-        68422
+        64416,
+        64934,
+        65013,
+        65242
       ],
-      "representative_pr_number": 64673,
-      "average_similarity": 0.431,
-      "summary": "4 open PRs share weighted file overlap around `ui/src/styles/chat/layout.css`; representative PR #64673.",
+      "representative_pr_number": 65013,
+      "average_similarity": 0.447,
+      "summary": "4 open PRs share weighted file overlap around `src/tasks/task-registry.test.ts`, `src/tasks/task-registry.ts`, `src/tasks/task-executor-policy.test.ts`; representative PR #65013.",
       "shared_filenames": [
-        "ui/src/styles/chat/layout.css"
+        "src/tasks/task-registry.test.ts",
+        "src/tasks/task-registry.ts",
+        "src/tasks/task-executor-policy.test.ts",
+        "src/tasks/task-executor-policy.ts",
+        "src/tasks/task-registry.types.ts",
+        "src/agents/acp-spawn.ts",
+        "src/agents/subagent-announce.ts"
       ],
       "shared_directories": [
-        "ui/src/styles/chat",
-        "ui/src/styles",
-        "ui/src",
-        "ui"
+        "src/tasks",
+        "src",
+        "src/agents"
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           "shared_filenames": [
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           ],
           "shared_directories": [
-            "ui/src/styles/chat",
-            "ui/src/styles",
-            "ui/src",
-            "ui"
+            "src/tasks",
+            "src"
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           "shared_filenames": [
-            "ui/src/styles/chat/layout.css"
+            "src/tasks/task-executor-policy.test.ts",
+            "src/tasks/task-executor-policy.ts",
+            "src/tasks/task-registry.test.ts",
+            "src/tasks/task-registry.ts"
           ],
           "shared_directories": [
-            "ui/src/styles/chat",
-            "ui/src/styles",
-            "ui/src",
-            "ui"
+            "src/tasks",
+            "src"
           ]
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           "shared_filenames": [
-            "ui/src/styles/chat/layout.css"
+            "src/tasks/task-registry.test.ts",
+            "src/tasks/task-registry.ts",
+            "src/tasks/task-registry.types.ts"
           ],
           "shared_directories": [
-            "ui/src/styles/chat",
-            "ui/src/styles",
-            "ui/src",
-            "ui"
+            "src/tasks",
+            "src"
           ]
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+          "right_pr_number": 65013,
+          "similarity": 0.39,
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+          "shared_filenames": [
+            "src/tasks/task-registry.test.ts",
+            "src/tasks/task-registry.ts"
+          ],
           "shared_directories": [
-            "ui/src/styles/chat",
-            "ui/src/styles",
-            "ui/src",
-            "ui"
+            "src/tasks",
+            "src"
           ]
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         {
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-          "similarity": 0.327,
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-          "shared_filenames": [],
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+          "right_pr_number": 65242,
+          "similarity": 0.375,
+          "content_similarity": 0.251,
+          "size_similarity": 0.422,
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+          "shared_filenames": [
+            "src/agents/acp-spawn.ts",
+            "src/agents/subagent-announce.ts",
+            "src/tasks/task-registry.test.ts",
+            "src/tasks/task-registry.ts"
+          ],
           "shared_directories": [
-            "ui/src/styles/chat",
-            "ui/src/styles",
-            "ui/src",
-            "ui"
+            "src/agents",
+            "src/tasks",
+            "src"
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         {
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+          "right_pr_number": 65242,
+          "similarity": 0.345,
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+          "size_similarity": 0.342,
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+          "shared_filenames": [
+            "src/tasks/task-registry.test.ts",
+            "src/tasks/task-registry.ts"
+          ],
           "shared_directories": [
-            "ui/src/styles/chat",
-            "ui/src/styles",
-            "ui/src",
-            "ui"
+            "src/tasks",
+            "src"
           ]
         }
       ]
     },
     {
-      "cluster_id": "pr-scope-64758-4",
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       "pr_numbers": [
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-      "representative_pr_number": 64758,
-      "average_similarity": 0.43,
-      "summary": "4 open PRs share weighted file overlap around `src/auto-reply/reply/agent-runner.misc.runreplyagent.test.ts`, `src/auto-reply/reply/agent-runner.ts`; representative PR #64758.",
+      "representative_pr_number": 71837,
+      "average_similarity": 0.445,
+      "summary": "4 open PRs share weighted file overlap around `src/memory-host-sdk/host/session-files.test.ts`, `src/memory-host-sdk/host/session-files.ts`, `packages/memory-host-sdk/src/host/session-files.test.ts`; representative PR #71837.",
       "shared_filenames": [
-        "src/auto-reply/reply/agent-runner.misc.runreplyagent.test.ts",
-        "src/auto-reply/reply/agent-runner.ts"
+        "src/memory-host-sdk/host/session-files.test.ts",
+        "src/memory-host-sdk/host/session-files.ts",
+        "packages/memory-host-sdk/src/host/session-files.test.ts",
+        "packages/memory-host-sdk/src/host/session-files.ts",
+        "extensions/memory-core/src/dreaming-phases.test.ts",
+        "extensions/memory-core/src/dreaming-phases.ts",
+        "CHANGELOG.md"
       ],
       "shared_directories": [
-        "src/auto-reply/reply",
-        "src/auto-reply",
+        "src/memory-host-sdk/host",
+        "src/memory-host-sdk",
         "src",
-        "src/config"
+        "packages/memory-host-sdk/src/host",
+        "packages/memory-host-sdk/src",
+        "extensions/memory-core/src",
+        "packages/memory-host-sdk",
+        "extensions/memory-core"
       ],
       "pairwise": [
         {
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+            "extensions/memory-core/src/dreaming-phases.test.ts",
+            "extensions/memory-core/src/dreaming-phases.ts",
+            "src/memory-host-sdk/host/session-files.test.ts",
+            "src/memory-host-sdk/host/session-files.ts"
           ],
           "shared_directories": [
-            "src/auto-reply/reply",
-            "src/auto-reply",
+            "extensions/memory-core/src",
+            "src/memory-host-sdk/host",
+            "extensions/memory-core",
+            "src/memory-host-sdk",
+            "extensions",
             "src"
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-          "breadth_similarity": 0.524,
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           "shared_filenames": [
-            "src/auto-reply/reply/agent-runner.misc.runreplyagent.test.ts",
-            "src/auto-reply/reply/agent-runner.ts"
+            "packages/memory-host-sdk/src/host/session-files.test.ts",
+            "packages/memory-host-sdk/src/host/session-files.ts",
+            "src/memory-host-sdk/host/session-files.test.ts",
+            "src/memory-host-sdk/host/session-files.ts"
           ],
           "shared_directories": [
-            "src/auto-reply/reply",
-            "src/auto-reply",
+            "packages/memory-host-sdk/src/host",
+            "packages/memory-host-sdk/src",
+            "src/memory-host-sdk/host",
+            "packages/memory-host-sdk",
+            "src/memory-host-sdk",
+            "packages",
             "src"
           ]
         },
         {
-          "left_pr_number": 64758,
-          "right_pr_number": 71170,
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-          "content_similarity": 0.347,
-          "size_similarity": 0.716,
-          "breadth_similarity": 0.333,
-          "concentration_similarity": 0.62,
+          "left_pr_number": 66548,
+          "right_pr_number": 68559,
+          "similarity": 0.451,
+          "content_similarity": 0.54,
+          "size_similarity": 0.065,
+          "breadth_similarity": 0.367,
+          "concentration_similarity": 0.523,
           "shared_filenames": [
-            "src/auto-reply/reply/agent-runner.misc.runreplyagent.test.ts",
-            "src/auto-reply/reply/agent-runner.ts"
+            "src/memory-host-sdk/host/session-files.test.ts",
+            "src/memory-host-sdk/host/session-files.ts"
           ],
           "shared_directories": [
-            "src/auto-reply/reply",
-            "src/auto-reply",
+            "src/memory-host-sdk/host",
+            "src/memory-host-sdk",
             "src"
           ]
         },
         {
-          "left_pr_number": 71170,
-          "right_pr_number": 71249,
-          "similarity": 0.381,
-          "content_similarity": 0.312,
-          "size_similarity": 0.485,
-          "breadth_similarity": 0.467,
-          "concentration_similarity": 0.866,
+          "left_pr_number": 66548,
+          "right_pr_number": 72913,
+          "similarity": 0.395,
+          "content_similarity": 0.351,
+          "size_similarity": 0.246,
+          "breadth_similarity": 0.657,
+          "concentration_similarity": 0.928,
           "shared_filenames": [
-            "src/auto-reply/reply/agent-runner.misc.runreplyagent.test.ts",
-            "src/auto-reply/reply/agent-runner.ts"
+            "CHANGELOG.md",
+            "src/memory-host-sdk/host/session-files.test.ts",
+            "src/memory-host-sdk/host/session-files.ts"
           ],
           "shared_directories": [
-            "src/auto-reply/reply",
-            "src/auto-reply",
-            "src/config",
+            "src/memory-host-sdk/host",
+            "src/memory-host-sdk",
             "src"
           ]
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         {
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-          "similarity": 0.374,
-          "content_similarity": 0.382,
-          "size_similarity": 0.216,
-          "breadth_similarity": 0.367,
-          "concentration_similarity": 0.754,
+          "left_pr_number": 68559,
+          "right_pr_number": 72913,
+          "similarity": 0.386,
+          "content_similarity": 0.471,
+          "size_similarity": 0.016,
+          "breadth_similarity": 0.243,
+          "concentration_similarity": 0.596,
           "shared_filenames": [
-            "src/auto-reply/reply/agent-runner.misc.runreplyagent.test.ts"
+            "src/memory-host-sdk/host/session-files.test.ts",
+            "src/memory-host-sdk/host/session-files.ts"
           ],
           "shared_directories": [
-            "src/auto-reply/reply",
-            "src/auto-reply",
+            "src/memory-host-sdk/host",
+            "src/memory-host-sdk",
             "src"
           ]
         },
         {
-          "left_pr_number": 70153,
-          "right_pr_number": 71170,
-          "similarity": 0.34,
-          "content_similarity": 0.322,
-          "size_similarity": 0.445,
-          "breadth_similarity": 0.167,
-          "concentration_similarity": 0.62,
+          "left_pr_number": 68559,
+          "right_pr_number": 71837,
+          "similarity": 0.298,
+          "content_similarity": 0.34,
+          "size_similarity": 0.019,
+          "breadth_similarity": 0.267,
+          "concentration_similarity": 0.602,
           "shared_filenames": [
-            "src/auto-reply/reply/agent-runner.misc.runreplyagent.test.ts"
+            "src/memory-host-sdk/host/session-files.test.ts",
+            "src/memory-host-sdk/host/session-files.ts"
           ],
           "shared_directories": [
-            "src/auto-reply/reply",
-            "src/auto-reply",
+            "src/memory-host-sdk/host",
+            "src/memory-host-sdk",
             "src"
           ]
         }
@@ -31631,7 +31714,7 @@
         65689
       ],
       "representative_pr_number": 50483,
-      "average_similarity": 0.426,
+      "average_similarity": 0.425,
       "summary": "4 open PRs share weighted file overlap around `apps/shared/OpenClawKit/Sources/OpenClawChatUI/ChatViewModel.swift`, `apps/shared/OpenClawKit/Tests/OpenClawKitTests/ChatViewModelTests.swift`, `apps/shared/OpenClawKit/Sources/OpenClawChatUI/ChatModels.swift`; representative PR #50483.",
       "shared_filenames": [
         "apps/shared/OpenClawKit/Sources/OpenClawChatUI/ChatViewModel.swift",
@@ -31746,7 +31829,7 @@
           "left_pr_number": 53922,
           "right_pr_number": 63697,
           "similarity": 0.363,
-          "content_similarity": 0.289,
+          "content_similarity": 0.288,
           "size_similarity": 0.523,
           "breadth_similarity": 0.516,
           "concentration_similarity": 0.62,
@@ -31768,7 +31851,7 @@
           "left_pr_number": 53922,
           "right_pr_number": 65689,
           "similarity": 0.271,
-          "content_similarity": 0.291,
+          "content_similarity": 0.29,
           "size_similarity": 0.086,
           "breadth_similarity": 0.146,
           "concentration_similarity": 0.807,
@@ -31778,13 +31861,144 @@
             "apps/shared/OpenClawKit/Tests/OpenClawKitTests/ChatViewModelTests.swift"
           ],
           "shared_directories": [
-            "apps/shared/OpenClawKit/Sources/OpenClawChatUI",
-            "apps/shared/OpenClawKit/Tests/OpenClawKitTests",
-            "apps/shared/OpenClawKit/Sources",
-            "apps/shared/OpenClawKit/Tests",
-            "apps/shared/OpenClawKit",
-            "apps/shared",
-            "apps"
+            "apps/shared/OpenClawKit/Sources/OpenClawChatUI",
+            "apps/shared/OpenClawKit/Tests/OpenClawKitTests",
+            "apps/shared/OpenClawKit/Sources",
+            "apps/shared/OpenClawKit/Tests",
+            "apps/shared/OpenClawKit",
+            "apps/shared",
+            "apps"
+          ]
+        }
+      ]
+    },
+    {
+      "cluster_id": "pr-scope-39646-4",
+      "pr_numbers": [
+        39646,
+        63644,
+        64673,
+        68422
+      ],
+      "representative_pr_number": 64673,
+      "average_similarity": 0.421,
+      "summary": "4 open PRs share weighted file overlap around `ui/src/styles/chat/layout.css`; representative PR #64673.",
+      "shared_filenames": [
+        "ui/src/styles/chat/layout.css"
+      ],
+      "shared_directories": [
+        "ui/src/styles/chat",
+        "ui/src/styles",
+        "ui/src",
+        "ui"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 63644,
+          "right_pr_number": 64673,
+          "similarity": 0.57,
+          "content_similarity": 0.483,
+          "size_similarity": 0.75,
+          "breadth_similarity": 0.833,
+          "concentration_similarity": 0.722,
+          "shared_filenames": [
+            "ui/src/styles/chat/layout.css"
+          ],
+          "shared_directories": [
+            "ui/src/styles/chat",
+            "ui/src/styles",
+            "ui/src",
+            "ui"
+          ]
+        },
+        {
+          "left_pr_number": 64673,
+          "right_pr_number": 68422,
+          "similarity": 0.49,
+          "content_similarity": 0.397,
+          "size_similarity": 0.818,
+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.778,
+          "shared_filenames": [
+            "ui/src/styles/chat/layout.css"
+          ],
+          "shared_directories": [
+            "ui/src/styles/chat",
+            "ui/src/styles",
+            "ui/src",
+            "ui"
+          ]
+        },
+        {
+          "left_pr_number": 63644,
+          "right_pr_number": 68422,
+          "similarity": 0.45,
+          "content_similarity": 0.351,
+          "size_similarity": 0.917,
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+          "concentration_similarity": 0.5,
+          "shared_filenames": [
+            "ui/src/styles/chat/layout.css"
+          ],
+          "shared_directories": [
+            "ui/src/styles/chat",
+            "ui/src/styles",
+            "ui/src",
+            "ui"
+          ]
+        },
+        {
+          "left_pr_number": 39646,
+          "right_pr_number": 68422,
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+          "shared_filenames": [
+            "ui/src/styles/chat/layout.css"
+          ],
+          "shared_directories": [
+            "ui/src/styles/chat",
+            "ui/src/styles",
+            "ui/src",
+            "ui"
+          ]
+        },
+        {
+          "left_pr_number": 39646,
+          "right_pr_number": 64673,
+          "similarity": 0.3,
+          "content_similarity": 0.341,
+          "size_similarity": 0.045,
+          "breadth_similarity": 0.236,
+          "concentration_similarity": 0.618,
+          "shared_filenames": [
+            "ui/src/styles/chat/layout.css"
+          ],
+          "shared_directories": [
+            "ui/src/styles/chat",
+            "ui/src/styles",
+            "ui/src",
+            "ui"
+          ]
+        },
+        {
+          "left_pr_number": 39646,
+          "right_pr_number": 63644,
+          "similarity": 0.295,
+          "content_similarity": 0.303,
+          "size_similarity": 0.059,
+          "breadth_similarity": 0.292,
+          "concentration_similarity": 0.896,
+          "shared_filenames": [
+            "ui/src/styles/chat/layout.css"
+          ],
+          "shared_directories": [
+            "ui/src/styles/chat",
+            "ui/src/styles",
+            "ui/src",
+            "ui"
           ]
         }
       ]
@@ -31798,7 +32012,7 @@
         54099
       ],
       "representative_pr_number": 53441,
-      "average_similarity": 0.419,
+      "average_similarity": 0.42,
       "summary": "4 open PRs share weighted file overlap around `extensions/synology-chat/src/webhook-handler.ts`, `extensions/synology-chat/src/webhook-handler.test.ts`, `docs/channels/synology-chat.md`; representative PR #53441.",
       "shared_filenames": [
         "extensions/synology-chat/src/webhook-handler.ts",
@@ -31938,7 +32152,7 @@
         71862
       ],
       "representative_pr_number": 68621,
-      "average_similarity": 0.414,
+      "average_similarity": 0.413,
       "summary": "4 open PRs share weighted file overlap around `src/plugins/hooks.ts`, `src/agents/pi-embedded-runner/run/setup.test.ts`, `src/agents/pi-embedded-runner/run/setup.ts`; representative PR #68621.",
       "shared_filenames": [
         "src/plugins/hooks.ts",
@@ -31997,7 +32211,7 @@
           "left_pr_number": 68621,
           "right_pr_number": 68734,
           "similarity": 0.466,
-          "content_similarity": 0.387,
+          "content_similarity": 0.386,
           "size_similarity": 0.763,
           "breadth_similarity": 0.438,
           "concentration_similarity": 0.745,
@@ -32019,8 +32233,8 @@
         {
           "left_pr_number": 18860,
           "right_pr_number": 68734,
-          "similarity": 0.462,
-          "content_similarity": 0.276,
+          "similarity": 0.461,
+          "content_similarity": 0.274,
           "size_similarity": 0.996,
           "breadth_similarity": 0.812,
           "concentration_similarity": 0.763,
@@ -32041,7 +32255,7 @@
           "left_pr_number": 68734,
           "right_pr_number": 71862,
           "similarity": 0.397,
-          "content_similarity": 0.341,
+          "content_similarity": 0.34,
           "size_similarity": 0.533,
           "breadth_similarity": 0.417,
           "concentration_similarity": 0.73,
@@ -32063,8 +32277,8 @@
         {
           "left_pr_number": 18860,
           "right_pr_number": 68621,
-          "similarity": 0.272,
-          "content_similarity": 0.088,
+          "similarity": 0.271,
+          "content_similarity": 0.087,
           "size_similarity": 0.76,
           "breadth_similarity": 0.469,
           "concentration_similarity": 0.982,
@@ -32085,7 +32299,7 @@
           "left_pr_number": 18860,
           "right_pr_number": 71862,
           "similarity": 0.244,
-          "content_similarity": 0.102,
+          "content_similarity": 0.103,
           "size_similarity": 0.531,
           "breadth_similarity": 0.441,
           "concentration_similarity": 0.967,
@@ -32105,6 +32319,129 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-51124-4",
+      "pr_numbers": [
+        51124,
+        54105,
+        65575,
+        68926
+      ],
+      "representative_pr_number": 51124,
+      "average_similarity": 0.409,
+      "summary": "4 open PRs share weighted file overlap around `ui/src/ui/app-render.helpers.ts`, `ui/src/ui/views/chat.test.ts`; representative PR #51124.",
+      "shared_filenames": [
+        "ui/src/ui/app-render.helpers.ts",
+        "ui/src/ui/views/chat.test.ts"
+      ],
+      "shared_directories": [
+        "ui/src/ui",
+        "ui/src",
+        "ui",
+        "ui/src/ui/views"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 51124,
+          "right_pr_number": 68926,
+          "similarity": 0.555,
+          "content_similarity": 0.585,
+          "size_similarity": 0.239,
+          "breadth_similarity": 0.833,
+          "concentration_similarity": 0.533,
+          "shared_filenames": [
+            "ui/src/ui/app-render.helpers.ts"
+          ],
+          "shared_directories": [
+            "ui/src/ui",
+            "ui/src",
+            "ui"
+          ]
+        },
+        {
+          "left_pr_number": 54105,
+          "right_pr_number": 68926,
+          "similarity": 0.503,
+          "content_similarity": 0.571,
+          "size_similarity": 0.029,
+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.985,
+          "shared_filenames": [
+            "ui/src/ui/app-render.helpers.ts"
+          ],
+          "shared_directories": [
+            "ui/src/ui",
+            "ui/src",
+            "ui"
+          ]
+        },
+        {
+          "left_pr_number": 51124,
+          "right_pr_number": 65575,
+          "similarity": 0.455,
+          "content_similarity": 0.481,
+          "size_similarity": 0.226,
+          "breadth_similarity": 0.583,
+          "concentration_similarity": 0.518,
+          "shared_filenames": [
+            "ui/src/ui/views/chat.test.ts"
+          ],
+          "shared_directories": [
+            "ui/src/ui/views",
+            "ui/src/ui",
+            "ui/src",
+            "ui"
+          ]
+        },
+        {
+          "left_pr_number": 51124,
+          "right_pr_number": 54105,
+          "similarity": 0.366,
+          "content_similarity": 0.4,
+          "size_similarity": 0.122,
+          "breadth_similarity": 0.417,
+          "concentration_similarity": 0.518,
+          "shared_filenames": [
+            "ui/src/ui/app-render.helpers.ts"
+          ],
+          "shared_directories": [
+            "ui/src/ui",
+            "ui/src",
+            "ui"
+          ]
+        },
+        {
+          "left_pr_number": 54105,
+          "right_pr_number": 65575,
+          "similarity": 0.322,
+          "content_similarity": 0.166,
+          "size_similarity": 0.541,
+          "breadth_similarity": 0.75,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [],
+          "shared_directories": [
+            "ui/src/ui",
+            "ui/src",
+            "ui"
+          ]
+        },
+        {
+          "left_pr_number": 65575,
+          "right_pr_number": 68926,
+          "similarity": 0.255,
+          "content_similarity": 0.175,
+          "size_similarity": 0.054,
+          "breadth_similarity": 0.75,
+          "concentration_similarity": 0.985,
+          "shared_filenames": [],
+          "shared_directories": [
+            "ui/src/ui",
+            "ui/src",
+            "ui"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-53635-4",
       "pr_numbers": [
@@ -32240,146 +32577,587 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-39117-4",
+      "cluster_id": "pr-scope-39899-4",
       "pr_numbers": [
-        39117,
-        53872,
-        53880,
-        69270
+        39899,
+        43529,
+        67381,
+        70153
       ],
-      "representative_pr_number": 53872,
-      "average_similarity": 0.397,
-      "summary": "4 open PRs share weighted file overlap around `src/gateway/server.sessions.gateway-server-sessions-a.test.ts`, `src/gateway/server-methods/sessions.ts`, `src/auto-reply/reply/commands-core.test.ts`; representative PR #53872.",
+      "representative_pr_number": 67381,
+      "average_similarity": 0.4,
+      "summary": "4 open PRs share weighted file overlap around `src/auto-reply/reply/agent-runner-execution.ts`; representative PR #67381.",
       "shared_filenames": [
-        "src/gateway/server.sessions.gateway-server-sessions-a.test.ts",
-        "src/gateway/server-methods/sessions.ts",
-        "src/auto-reply/reply/commands-core.test.ts",
-        "src/gateway/session-reset-service.ts",
-        "src/agents/pi-embedded-runner/run/attempt.ts"
+        "src/auto-reply/reply/agent-runner-execution.ts"
       ],
       "shared_directories": [
-        "src/gateway",
-        "src",
-        "src/gateway/server-methods",
         "src/auto-reply/reply",
         "src/auto-reply",
-        "src/agents/pi-embedded-runner/run",
-        "src/agents/pi-embedded-runner",
-        "src/agents"
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 39899,
+          "right_pr_number": 67381,
+          "similarity": 0.501,
+          "content_similarity": 0.466,
+          "size_similarity": 0.726,
+          "breadth_similarity": 0.333,
+          "concentration_similarity": 0.644,
+          "shared_filenames": [
+            "src/auto-reply/reply/agent-runner-execution.ts"
+          ],
+          "shared_directories": [
+            "src/auto-reply/reply",
+            "src/auto-reply",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 67381,
+          "right_pr_number": 70153,
+          "similarity": 0.436,
+          "content_similarity": 0.333,
+          "size_similarity": 0.52,
+          "breadth_similarity": 0.75,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/auto-reply/reply/agent-runner-execution.ts"
+          ],
+          "shared_directories": [
+            "src/auto-reply/reply",
+            "src/auto-reply",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 39899,
+          "right_pr_number": 43529,
+          "similarity": 0.38,
+          "content_similarity": 0.327,
+          "size_similarity": 0.349,
+          "breadth_similarity": 0.667,
+          "concentration_similarity": 0.644,
+          "shared_filenames": [
+            "src/auto-reply/reply/agent-runner-execution.ts"
+          ],
+          "shared_directories": [
+            "src/auto-reply/reply",
+            "src/auto-reply",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 39899,
+          "right_pr_number": 70153,
+          "similarity": 0.374,
+          "content_similarity": 0.264,
+          "size_similarity": 0.716,
+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.644,
+          "shared_filenames": [
+            "src/auto-reply/reply/agent-runner-execution.ts"
+          ],
+          "shared_directories": [
+            "src/auto-reply/reply",
+            "src/auto-reply",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 43529,
+          "right_pr_number": 67381,
+          "similarity": 0.371,
+          "content_similarity": 0.31,
+          "size_similarity": 0.254,
+          "breadth_similarity": 0.667,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/auto-reply/reply/agent-runner-execution.ts"
+          ],
+          "shared_directories": [
+            "src/auto-reply/reply",
+            "src/auto-reply",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 43529,
+          "right_pr_number": 70153,
+          "similarity": 0.34,
+          "content_similarity": 0.191,
+          "size_similarity": 0.488,
+          "breadth_similarity": 0.833,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/auto-reply/reply/agent-runner-execution.ts"
+          ],
+          "shared_directories": [
+            "src/auto-reply/reply",
+            "src/auto-reply",
+            "src"
+          ]
+        }
+      ]
+    },
+    {
+      "cluster_id": "pr-scope-53377-4",
+      "pr_numbers": [
+        53377,
+        63924,
+        66478,
+        68443
+      ],
+      "representative_pr_number": 68443,
+      "average_similarity": 0.398,
+      "summary": "4 open PRs share weighted file overlap around `extensions/feishu/src/channel.ts`, `extensions/feishu/src/channel.test.ts`; representative PR #68443.",
+      "shared_filenames": [
+        "extensions/feishu/src/channel.ts",
+        "extensions/feishu/src/channel.test.ts"
+      ],
+      "shared_directories": [
+        "extensions/feishu/src",
+        "extensions/feishu",
+        "extensions",
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 63924,
+          "right_pr_number": 68443,
+          "similarity": 0.495,
+          "content_similarity": 0.339,
+          "size_similarity": 0.981,
+          "breadth_similarity": 0.708,
+          "concentration_similarity": 0.793,
+          "shared_filenames": [
+            "extensions/feishu/src/channel.ts"
+          ],
+          "shared_directories": [
+            "extensions/feishu/src",
+            "extensions/feishu",
+            "extensions",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 53377,
+          "right_pr_number": 68443,
+          "similarity": 0.447,
+          "content_similarity": 0.423,
+          "size_similarity": 0.452,
+          "breadth_similarity": 0.333,
+          "concentration_similarity": 0.981,
+          "shared_filenames": [
+            "extensions/feishu/src/channel.test.ts",
+            "extensions/feishu/src/channel.ts"
+          ],
+          "shared_directories": [
+            "extensions/feishu/src",
+            "extensions/feishu",
+            "extensions"
+          ]
+        },
+        {
+          "left_pr_number": 63924,
+          "right_pr_number": 66478,
+          "similarity": 0.402,
+          "content_similarity": 0.238,
+          "size_similarity": 0.981,
+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.774,
+          "shared_filenames": [
+            "extensions/feishu/src/channel.ts"
+          ],
+          "shared_directories": [
+            "extensions/feishu/src",
+            "extensions/feishu",
+            "extensions"
+          ]
+        },
+        {
+          "left_pr_number": 53377,
+          "right_pr_number": 63924,
+          "similarity": 0.382,
+          "content_similarity": 0.342,
+          "size_similarity": 0.443,
+          "breadth_similarity": 0.375,
+          "concentration_similarity": 0.774,
+          "shared_filenames": [
+            "extensions/feishu/src/channel.ts"
+          ],
+          "shared_directories": [
+            "extensions/feishu/src",
+            "extensions/feishu",
+            "extensions"
+          ]
+        },
+        {
+          "left_pr_number": 66478,
+          "right_pr_number": 68443,
+          "similarity": 0.349,
+          "content_similarity": 0.155,
+          "size_similarity": 1.0,
+          "breadth_similarity": 0.417,
+          "concentration_similarity": 0.981,
+          "shared_filenames": [
+            "extensions/feishu/src/channel.ts"
+          ],
+          "shared_directories": [
+            "extensions/feishu/src",
+            "extensions/feishu",
+            "extensions"
+          ]
+        },
+        {
+          "left_pr_number": 53377,
+          "right_pr_number": 66478,
+          "similarity": 0.315,
+          "content_similarity": 0.162,
+          "size_similarity": 0.452,
+          "breadth_similarity": 0.833,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "extensions/feishu/src/channel.ts"
+          ],
+          "shared_directories": [
+            "extensions/feishu/src",
+            "extensions/feishu",
+            "extensions"
+          ]
+        }
+      ]
+    },
+    {
+      "cluster_id": "pr-scope-68155-4",
+      "pr_numbers": [
+        68155,
+        69199,
+        71611,
+        71898
+      ],
+      "representative_pr_number": 69199,
+      "average_similarity": 0.398,
+      "summary": "4 open PRs share weighted file overlap around `extensions/memory-core/src/tools.test.ts`; representative PR #69199.",
+      "shared_filenames": [
+        "extensions/memory-core/src/tools.test.ts"
+      ],
+      "shared_directories": [
+        "extensions/memory-core/src",
+        "extensions/memory-core",
+        "extensions",
+        "extensions/memory-core/src/memory"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 69199,
+          "right_pr_number": 71898,
+          "similarity": 0.66,
+          "content_similarity": 0.6,
+          "size_similarity": 0.6,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "extensions/memory-core/src/tools.test.ts"
+          ],
+          "shared_directories": [
+            "extensions/memory-core/src",
+            "extensions/memory-core",
+            "extensions"
+          ]
+        },
+        {
+          "left_pr_number": 68155,
+          "right_pr_number": 71611,
+          "similarity": 0.398,
+          "content_similarity": 0.199,
+          "size_similarity": 0.889,
+          "breadth_similarity": 0.75,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [],
+          "shared_directories": [
+            "extensions/memory-core/src/memory",
+            "extensions/memory-core/src",
+            "extensions/memory-core",
+            "extensions"
+          ]
+        },
+        {
+          "left_pr_number": 68155,
+          "right_pr_number": 69199,
+          "similarity": 0.367,
+          "content_similarity": 0.147,
+          "size_similarity": 0.762,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [],
+          "shared_directories": [
+            "extensions/memory-core/src",
+            "extensions/memory-core",
+            "extensions"
+          ]
+        },
+        {
+          "left_pr_number": 69199,
+          "right_pr_number": 71611,
+          "similarity": 0.351,
+          "content_similarity": 0.139,
+          "size_similarity": 0.857,
+          "breadth_similarity": 0.75,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [],
+          "shared_directories": [
+            "extensions/memory-core/src",
+            "extensions/memory-core",
+            "extensions"
+          ]
+        },
+        {
+          "left_pr_number": 68155,
+          "right_pr_number": 71898,
+          "similarity": 0.317,
+          "content_similarity": 0.141,
+          "size_similarity": 0.457,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [],
+          "shared_directories": [
+            "extensions/memory-core/src",
+            "extensions/memory-core",
+            "extensions"
+          ]
+        },
+        {
+          "left_pr_number": 71611,
+          "right_pr_number": 71898,
+          "similarity": 0.295,
+          "content_similarity": 0.133,
+          "size_similarity": 0.514,
+          "breadth_similarity": 0.75,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [],
+          "shared_directories": [
+            "extensions/memory-core/src",
+            "extensions/memory-core",
+            "extensions"
+          ]
+        }
+      ]
+    },
+    {
+      "cluster_id": "pr-scope-61306-4",
+      "pr_numbers": [
+        61306,
+        66419,
+        67290,
+        68924
+      ],
+      "representative_pr_number": 67290,
+      "average_similarity": 0.394,
+      "summary": "4 open PRs share weighted file overlap around `ui/src/i18n/.i18n/de.meta.json`, `ui/src/i18n/.i18n/es.meta.json`, `ui/src/i18n/.i18n/fr.meta.json`; representative PR #67290.",
+      "shared_filenames": [
+        "ui/src/i18n/.i18n/de.meta.json",
+        "ui/src/i18n/.i18n/es.meta.json",
+        "ui/src/i18n/.i18n/fr.meta.json",
+        "ui/src/i18n/.i18n/id.meta.json",
+        "ui/src/i18n/.i18n/ja-JP.meta.json",
+        "ui/src/i18n/.i18n/ko.meta.json",
+        "ui/src/i18n/.i18n/pl.meta.json",
+        "ui/src/i18n/.i18n/pt-BR.meta.json"
+      ],
+      "shared_directories": [
+        "ui/src/i18n/.i18n",
+        "ui/src/i18n/locales",
+        "ui/src/ui/views",
+        "ui/src/i18n",
+        "ui/src/ui",
+        "ui/src",
+        "ui",
+        "ui/src/ui/controllers"
       ],
       "pairwise": [
         {
-          "left_pr_number": 53872,
-          "right_pr_number": 53880,
-          "similarity": 0.5,
-          "content_similarity": 0.394,
-          "size_similarity": 0.84,
-          "breadth_similarity": 0.6,
-          "concentration_similarity": 0.762,
+          "left_pr_number": 67290,
+          "right_pr_number": 68924,
+          "similarity": 0.597,
+          "content_similarity": 0.566,
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+          "breadth_similarity": 0.718,
+          "concentration_similarity": 0.849,
           "shared_filenames": [
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+            "ui/src/i18n/.i18n/id.meta.json",
+            "ui/src/i18n/.i18n/ja-JP.meta.json",
+            "ui/src/i18n/.i18n/ko.meta.json"
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-            "src/agents/pi-embedded-runner",
-            "src/auto-reply/reply",
+            "ui/src/i18n/.i18n",
+            "ui/src/i18n/locales",
+            "ui/src/ui/controllers",
+            "ui/src/ui/views",
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-            "src/gateway",
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+            "ui/src/i18n/.i18n/ko.meta.json",
+            "ui/src/i18n/.i18n/pl.meta.json",
+            "ui/src/i18n/.i18n/pt-BR.meta.json",
+            "ui/src/i18n/.i18n/tr.meta.json",
+            "ui/src/i18n/.i18n/uk.meta.json"
           ],
           "shared_directories": [
-            "src/gateway/server-methods",
-            "src/gateway",
-            "src"
+            "ui/src/i18n/.i18n",
+            "ui/src/i18n/locales",
+            "ui/src/ui/views",
+            "ui/src/i18n",
+            "ui/src/ui",
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           "shared_filenames": [
-            "src/gateway/server.sessions.gateway-server-sessions-a.test.ts"
+            "ui/src/i18n/.i18n/de.meta.json",
+            "ui/src/i18n/.i18n/es.meta.json",
+            "ui/src/i18n/.i18n/fr.meta.json",
+            "ui/src/i18n/.i18n/id.meta.json",
+            "ui/src/i18n/.i18n/ja-JP.meta.json",
+            "ui/src/i18n/.i18n/ko.meta.json",
+            "ui/src/i18n/.i18n/pl.meta.json",
+            "ui/src/i18n/.i18n/pt-BR.meta.json",
+            "ui/src/i18n/.i18n/tr.meta.json",
+            "ui/src/i18n/.i18n/uk.meta.json"
           ],
           "shared_directories": [
-            "src/auto-reply/reply",
-            "src/auto-reply",
-            "src/gateway",
-            "src"
+            "ui/src/i18n/.i18n",
+            "ui/src/i18n/locales",
+            "ui/src/ui/views",
+            "ui/src/i18n",
+            "ui/src/ui",
+            "ui/src",
+            "ui"
           ]
         }
       ]
@@ -32409,7 +33187,7 @@
           "left_pr_number": 67403,
           "right_pr_number": 68639,
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@@ -32555,7 +33333,7 @@
         {
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-          "similarity": 0.539,
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@@ -32641,125 +33419,377 @@
       ]
     },
     {
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       "pr_numbers": [
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-      "average_similarity": 0.37,
-      "summary": "4 open PRs share weighted file overlap around `extensions/slack/src/monitor/provider.ts`; representative PR #66395.",
+      "representative_pr_number": 68481,
+      "average_similarity": 0.388,
+      "summary": "4 open PRs share weighted file overlap around `src/auto-reply/reply/get-reply.ts`; representative PR #68481.",
       "shared_filenames": [
-        "extensions/slack/src/monitor/provider.ts"
+        "src/auto-reply/reply/get-reply.ts"
       ],
       "shared_directories": [
-        "extensions/slack/src",
-        "extensions/slack",
-        "extensions",
-        "extensions/slack/src/monitor",
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         "src"
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-            "extensions/slack/src/monitor",
-            "extensions/slack/src",
-            "extensions/slack",
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+            "src/auto-reply",
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+          "shared_directories": [
+            "src/auto-reply/reply",
+            "src/auto-reply",
+            "src"
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+        {
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+            "src/auto-reply/reply",
+            "src/auto-reply",
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+      "summary": "4 open PRs share weighted file overlap around `extensions/telegram/src/bot-handlers.runtime.ts`, `extensions/telegram/src/allowed-updates.ts`, `extensions/telegram/src/bot.test.ts`; representative PR #72501.",
+      "shared_filenames": [
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+        "extensions/telegram/src/allowed-updates.ts",
+        "extensions/telegram/src/bot.test.ts"
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             "extensions"
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+            "extensions/telegram",
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+            "extensions/telegram",
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+            "extensions/telegram",
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+            "extensions/telegram/src",
+            "extensions/telegram",
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           "shared_directories": [
-            "extensions/slack/src/monitor",
-            "extensions/slack/src",
-            "extensions/slack",
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           "shared_filenames": [],
           "shared_directories": [
-            "extensions/slack/src",
-            "extensions/slack",
-            "extensions",
+            "src/agents",
             "src"
           ]
         },
         {
-          "left_pr_number": 63840,
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-          "breadth_similarity": 1.0,
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           "shared_filenames": [],
           "shared_directories": [
-            "extensions/slack/src",
-            "extensions/slack",
-            "extensions"
+            "src/agents",
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       ]
@@ -32773,7 +33803,7 @@
         71040
       ],
       "representative_pr_number": 68112,
-      "average_similarity": 0.364,
+      "average_similarity": 0.363,
       "summary": "4 open PRs share weighted file overlap around `src/cron/service/ops.ts`, `src/cron/service/timer.ts`, `src/cron/service/jobs.schedule-error-isolation.test.ts`; representative PR #68112.",
       "shared_filenames": [
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@@ -32789,8 +33819,8 @@
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         {
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           "right_pr_number": 66076,
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@@ -32826,8 +33856,8 @@
         {
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         {
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-          "similarity": 0.358,
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@@ -32862,8 +33892,8 @@
         {
           "left_pr_number": 43832,
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-          "similarity": 0.341,
-          "content_similarity": 0.242,
+          "similarity": 0.34,
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@@ -32880,8 +33910,8 @@
         {
           "left_pr_number": 66076,
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-          "similarity": 0.309,
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@@ -32906,7 +33936,7 @@
         72656
       ],
       "representative_pr_number": 71553,
-      "average_similarity": 0.36,
+      "average_similarity": 0.361,
       "summary": "4 open PRs cluster in `extensions/whatsapp/src/auto-reply`, `extensions/whatsapp/src`, `extensions/whatsapp` with similar change breadth; representative PR #71553.",
       "shared_filenames": [],
       "shared_directories": [
@@ -32921,7 +33951,7 @@
           "left_pr_number": 71553,
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           "left_pr_number": 66196,
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           "breadth_similarity": 0.833,
           "concentration_similarity": 1.0,
@@ -32988,7 +34018,7 @@
           "left_pr_number": 71553,
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@@ -33003,8 +34033,8 @@
         {
           "left_pr_number": 66196,
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-          "similarity": 0.286,
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         70900
       ],
       "representative_pr_number": 64301,
-      "average_similarity": 0.358,
+      "average_similarity": 0.357,
       "summary": "4 open PRs share weighted file overlap around `src/agents/pi-embedded-runner/run/attempt.tool-call-normalization.ts`; representative PR #64301.",
       "shared_filenames": [
         "src/agents/pi-embedded-runner/run/attempt.tool-call-normalization.ts"
@@ -33043,7 +34073,7 @@
           "left_pr_number": 56391,
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           "concentration_similarity": 1.0,
@@ -33077,7 +34107,7 @@
           "left_pr_number": 53725,
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           "similarity": 0.352,
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           "breadth_similarity": 0.75,
           "concentration_similarity": 1.0,
@@ -33092,8 +34122,8 @@
         {
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@@ -33109,7 +34139,7 @@
           "left_pr_number": 56391,
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         {
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-        68306,
-        71563,
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-      "average_similarity": 0.356,
-      "summary": "4 open PRs cluster in `extensions/telegram/src`, `extensions/telegram`, `extensions` with similar change breadth; representative PR #71563.",
-      "shared_filenames": [],
-      "shared_directories": [
-        "extensions/telegram/src",
-        "extensions/telegram",
-        "extensions"
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-      "summary": "4 open PRs share weighted file overlap around `src/cron/isolated-agent/run.ts`; representative PR #65638.",
-      "shared_filenames": [
-        "src/cron/isolated-agent/run.ts"
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-      "shared_directories": [
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-            "src/cron",
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         70922
       ],
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-      "average_similarity": 0.344,
+      "average_similarity": 0.345,
       "summary": "4 open PRs share weighted file overlap around `extensions/whatsapp/src/action-runtime.test.ts`, `extensions/whatsapp/src/channel.ts`, `extensions/whatsapp/src/send.ts`; representative PR #70922.",
       "shared_filenames": [
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@@ -33412,8 +34214,8 @@
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@@ -33429,8 +34231,8 @@
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@@ -33444,8 +34246,8 @@
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@@ -33459,8 +34261,8 @@
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           "concentration_similarity": 0.92,
@@ -33477,7 +34279,7 @@
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@@ -33562,138 +34364,6 @@
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-      "average_similarity": 0.917,
-      "summary": "3 open PRs share weighted file overlap around `src/agents/pi-embedded-runner/run/attempt.prompt-helpers.test.ts`, `src/agents/pi-tool-definition-adapter.logging.test.ts`, `src/agents/pi-tools.before-tool-call.embedded-mode.test.ts`; representative PR #72383.",
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-        "apps/shared/OpenClawKit/Sources",
-        "src/gateway/protocol/schema",
-        "src/agents/pi-embedded-runner/run",
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-            "apps/shared/OpenClawKit/Sources",
-            "src/agents/pi-embedded-runner/run",
-            "src/gateway/protocol/schema",
-            "apps/macos/Sources",
-            "apps/shared/OpenClawKit",
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@@ -33762,78 +34432,6 @@
         }
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     },
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-      "pr_numbers": [
-        42873,
-        66755,
-        69472
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-      "average_similarity": 0.713,
-      "summary": "3 open PRs share weighted file overlap around `src/auto-reply/tokens.test.ts`, `src/auto-reply/tokens.ts`; representative PR #66755.",
-      "shared_filenames": [
-        "src/auto-reply/tokens.test.ts",
-        "src/auto-reply/tokens.ts"
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-      "shared_directories": [
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-            "src/auto-reply/tokens.test.ts",
-            "src/auto-reply/tokens.ts"
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-          "shared_directories": [
-            "src/auto-reply",
-            "src"
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-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-40703-3",
       "pr_numbers": [
@@ -33927,7 +34525,7 @@
           "left_pr_number": 43469,
           "right_pr_number": 60456,
           "similarity": 0.824,
-          "content_similarity": 0.862,
+          "content_similarity": 0.863,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -33960,8 +34558,8 @@
         {
           "left_pr_number": 55875,
           "right_pr_number": 60456,
-          "similarity": 0.595,
-          "content_similarity": 0.618,
+          "similarity": 0.596,
+          "content_similarity": 0.619,
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           "breadth_similarity": 1.0,
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@@ -34087,7 +34685,7 @@
         {
           "left_pr_number": 49660,
           "right_pr_number": 69159,
-          "similarity": 0.686,
+          "similarity": 0.687,
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@@ -34233,7 +34831,7 @@
         {
           "left_pr_number": 51399,
           "right_pr_number": 53112,
-          "similarity": 0.654,
+          "similarity": 0.655,
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           "breadth_similarity": 1.0,
@@ -34250,7 +34848,7 @@
           "left_pr_number": 51399,
           "right_pr_number": 67650,
           "similarity": 0.558,
-          "content_similarity": 0.516,
+          "content_similarity": 0.517,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -34264,6 +34862,78 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-42873-3",
+      "pr_numbers": [
+        42873,
+        66755,
+        73153
+      ],
+      "representative_pr_number": 66755,
+      "average_similarity": 0.623,
+      "summary": "3 open PRs share weighted file overlap around `src/auto-reply/tokens.test.ts`, `src/auto-reply/tokens.ts`; representative PR #66755.",
+      "shared_filenames": [
+        "src/auto-reply/tokens.test.ts",
+        "src/auto-reply/tokens.ts"
+      ],
+      "shared_directories": [
+        "src/auto-reply",
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 66755,
+          "right_pr_number": 73153,
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+          "concentration_similarity": 0.617,
+          "shared_filenames": [
+            "src/auto-reply/tokens.test.ts",
+            "src/auto-reply/tokens.ts"
+          ],
+          "shared_directories": [
+            "src/auto-reply",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 42873,
+          "right_pr_number": 66755,
+          "similarity": 0.617,
+          "content_similarity": 0.681,
+          "size_similarity": 0.427,
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+          "concentration_similarity": 0.523,
+          "shared_filenames": [
+            "src/auto-reply/tokens.test.ts",
+            "src/auto-reply/tokens.ts"
+          ],
+          "shared_directories": [
+            "src/auto-reply",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 42873,
+          "right_pr_number": 73153,
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+          "content_similarity": 0.467,
+          "size_similarity": 0.394,
+          "breadth_similarity": 0.833,
+          "concentration_similarity": 0.906,
+          "shared_filenames": [
+            "src/auto-reply/tokens.test.ts",
+            "src/auto-reply/tokens.ts"
+          ],
+          "shared_directories": [
+            "src/auto-reply",
+            "src"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-63634-3",
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@@ -34272,7 +34942,7 @@
         71545
       ],
       "representative_pr_number": 71545,
-      "average_similarity": 0.621,
+      "average_similarity": 0.618,
       "summary": "3 open PRs share weighted file overlap around `src/agents/pi-bundle-mcp-runtime.ts`, `src/agents/pi-bundle-mcp-runtime.test.ts`, `CHANGELOG.md`; representative PR #71545.",
       "shared_filenames": [
         "src/agents/pi-bundle-mcp-runtime.ts",
@@ -34287,8 +34957,8 @@
         {
           "left_pr_number": 63634,
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           "breadth_similarity": 0.875,
           "concentration_similarity": 0.996,
@@ -34305,8 +34975,8 @@
         {
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-          "similarity": 0.607,
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           "breadth_similarity": 0.375,
           "concentration_similarity": 0.998,
@@ -34321,8 +34991,8 @@
         {
           "left_pr_number": 63634,
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-          "similarity": 0.56,
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           "breadth_similarity": 0.417,
           "concentration_similarity": 0.994,
@@ -34336,74 +35006,6 @@
         }
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-    {
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-      "pr_numbers": [
-        65895,
-        72163,
-        72786
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-      "representative_pr_number": 72786,
-      "average_similarity": 0.614,
-      "summary": "3 open PRs share weighted file overlap around `docs/providers/index.md`; representative PR #72786.",
-      "shared_filenames": [
-        "docs/providers/index.md"
-      ],
-      "shared_directories": [
-        "docs/providers",
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     {
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@@ -34446,7 +35048,7 @@
           "left_pr_number": 41013,
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           "similarity": 0.536,
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           "concentration_similarity": 0.61,
@@ -34464,7 +35066,7 @@
           "left_pr_number": 41299,
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           "similarity": 0.463,
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           "breadth_similarity": 0.417,
           "concentration_similarity": 0.61,
@@ -34480,6 +35082,74 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-65895-3",
+      "pr_numbers": [
+        65895,
+        72163,
+        72786
+      ],
+      "representative_pr_number": 72786,
+      "average_similarity": 0.606,
+      "summary": "3 open PRs share weighted file overlap around `docs/providers/index.md`; representative PR #72786.",
+      "shared_filenames": [
+        "docs/providers/index.md"
+      ],
+      "shared_directories": [
+        "docs/providers",
+        "docs"
+      ],
+      "pairwise": [
+        {
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+          "right_pr_number": 72786,
+          "similarity": 0.742,
+          "content_similarity": 0.668,
+          "size_similarity": 1.0,
+          "breadth_similarity": 0.75,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "docs/providers/index.md"
+          ],
+          "shared_directories": [
+            "docs/providers",
+            "docs"
+          ]
+        },
+        {
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+          "right_pr_number": 72786,
+          "similarity": 0.603,
+          "content_similarity": 0.671,
+          "size_similarity": 0.333,
+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.667,
+          "shared_filenames": [
+            "docs/providers/index.md"
+          ],
+          "shared_directories": [
+            "docs/providers",
+            "docs"
+          ]
+        },
+        {
+          "left_pr_number": 65895,
+          "right_pr_number": 72163,
+          "similarity": 0.473,
+          "content_similarity": 0.449,
+          "size_similarity": 0.333,
+          "breadth_similarity": 0.75,
+          "concentration_similarity": 0.667,
+          "shared_filenames": [
+            "docs/providers/index.md"
+          ],
+          "shared_directories": [
+            "docs/providers",
+            "docs"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-40067-3",
       "pr_numbers": [
@@ -34550,6 +35220,148 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-58133-3",
+      "pr_numbers": [
+        58133,
+        65171,
+        68483
+      ],
+      "representative_pr_number": 58133,
+      "average_similarity": 0.58,
+      "summary": "3 open PRs share weighted file overlap around `src/agents/openclaw-tools.sessions.test.ts`, `src/agents/tools/sessions-send-tool.a2a.ts`; representative PR #58133.",
+      "shared_filenames": [
+        "src/agents/openclaw-tools.sessions.test.ts",
+        "src/agents/tools/sessions-send-tool.a2a.ts"
+      ],
+      "shared_directories": [
+        "src/agents/tools",
+        "src/agents",
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 58133,
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+          "similarity": 0.836,
+          "content_similarity": 0.865,
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+          "breadth_similarity": 0.833,
+          "concentration_similarity": 0.901,
+          "shared_filenames": [
+            "src/agents/openclaw-tools.sessions.test.ts",
+            "src/agents/tools/sessions-send-tool.a2a.ts"
+          ],
+          "shared_directories": [
+            "src/agents/tools",
+            "src/agents",
+            "src"
+          ]
+        },
+        {
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+          "size_similarity": 0.995,
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+          "concentration_similarity": 0.507,
+          "shared_filenames": [
+            "src/agents/openclaw-tools.sessions.test.ts"
+          ],
+          "shared_directories": [
+            "src/agents/tools",
+            "src/agents",
+            "src"
+          ]
+        },
+        {
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+          "size_similarity": 0.682,
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+          "concentration_similarity": 0.606,
+          "shared_filenames": [
+            "src/agents/openclaw-tools.sessions.test.ts"
+          ],
+          "shared_directories": [
+            "src/agents/tools",
+            "src/agents",
+            "src"
+          ]
+        }
+      ]
+    },
+    {
+      "cluster_id": "pr-scope-47892-3",
+      "pr_numbers": [
+        47892,
+        51708,
+        51849
+      ],
+      "representative_pr_number": 47892,
+      "average_similarity": 0.56,
+      "summary": "3 open PRs share weighted file overlap around `docs/start/showcase.md`; representative PR #47892.",
+      "shared_filenames": [
+        "docs/start/showcase.md"
+      ],
+      "shared_directories": [
+        "docs/start",
+        "docs"
+      ],
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+        {
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+          "similarity": 0.614,
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+          "size_similarity": 0.105,
+          "breadth_similarity": 0.2,
+          "concentration_similarity": 0.842,
+          "shared_filenames": [
+            "docs/start/showcase.md"
+          ],
+          "shared_directories": [
+            "docs/start",
+            "docs"
+          ]
+        },
+        {
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+          "size_similarity": 0.333,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "docs/start/showcase.md"
+          ],
+          "shared_directories": [
+            "docs/start",
+            "docs"
+          ]
+        },
+        {
+          "left_pr_number": 51708,
+          "right_pr_number": 51849,
+          "similarity": 0.469,
+          "content_similarity": 0.514,
+          "size_similarity": 0.316,
+          "breadth_similarity": 0.2,
+          "concentration_similarity": 0.842,
+          "shared_filenames": [
+            "docs/start/showcase.md"
+          ],
+          "shared_directories": [
+            "docs/start",
+            "docs"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-43443-3",
       "pr_numbers": [
@@ -34620,74 +35432,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-47892-3",
-      "pr_numbers": [
-        47892,
-        51708,
-        51849
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-      "average_similarity": 0.559,
-      "summary": "3 open PRs share weighted file overlap around `docs/start/showcase.md`; representative PR #47892.",
-      "shared_filenames": [
-        "docs/start/showcase.md"
-      ],
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-          "shared_filenames": [
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@@ -34704,8 +35448,8 @@
         "src/plugins/registry.ts",
         "src/plugins/types.ts",
         "src/plugins/registry-types.ts",
-        "src/test-utils/channel-plugins.ts",
         "src/gateway/test-helpers.plugin-registry.ts",
+        "src/test-utils/channel-plugins.ts",
         "src/plugins/registry-empty.ts"
       ],
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@@ -34722,8 +35466,8 @@
         {
           "left_pr_number": 58791,
           "right_pr_number": 72557,
-          "similarity": 0.679,
-          "content_similarity": 0.586,
+          "similarity": 0.682,
+          "content_similarity": 0.589,
           "size_similarity": 0.919,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.633,
@@ -34753,7 +35497,7 @@
           "left_pr_number": 59312,
           "right_pr_number": 72557,
           "similarity": 0.497,
-          "content_similarity": 0.341,
+          "content_similarity": 0.34,
           "size_similarity": 0.946,
           "breadth_similarity": 0.673,
           "concentration_similarity": 0.991,
@@ -34776,7 +35520,7 @@
           "left_pr_number": 58791,
           "right_pr_number": 59312,
           "similarity": 0.496,
-          "content_similarity": 0.359,
+          "content_similarity": 0.358,
           "size_similarity": 0.971,
           "breadth_similarity": 0.673,
           "concentration_similarity": 0.642,
@@ -34835,7 +35579,7 @@
         {
           "left_pr_number": 70877,
           "right_pr_number": 71671,
-          "similarity": 0.529,
+          "similarity": 0.528,
           "content_similarity": 0.428,
           "size_similarity": 0.77,
           "breadth_similarity": 0.708,
@@ -34874,7 +35618,7 @@
         66303
       ],
       "representative_pr_number": 66300,
-      "average_similarity": 0.553,
+      "average_similarity": 0.554,
       "summary": "3 open PRs share weighted file overlap around `docs/reference/templates/HEARTBEAT.md`; representative PR #66300.",
       "shared_filenames": [
         "docs/reference/templates/HEARTBEAT.md"
@@ -34905,7 +35649,7 @@
         {
           "left_pr_number": 53372,
           "right_pr_number": 66300,
-          "similarity": 0.346,
+          "similarity": 0.347,
           "content_similarity": 0.388,
           "size_similarity": 0.021,
           "breadth_similarity": 0.292,
@@ -34946,7 +35690,7 @@
         67734
       ],
       "representative_pr_number": 65802,
-      "average_similarity": 0.552,
+      "average_similarity": 0.551,
       "summary": "3 open PRs share weighted file overlap around `extensions/feishu/src/client.ts`, `extensions/feishu/src/client.test.ts`; representative PR #65802.",
       "shared_filenames": [
         "extensions/feishu/src/client.ts",
@@ -34961,8 +35705,8 @@
         {
           "left_pr_number": 65802,
           "right_pr_number": 67734,
-          "similarity": 0.625,
-          "content_similarity": 0.658,
+          "similarity": 0.627,
+          "content_similarity": 0.661,
           "size_similarity": 0.262,
           "breadth_similarity": 0.75,
           "concentration_similarity": 1.0,
@@ -34979,8 +35723,8 @@
         {
           "left_pr_number": 41943,
           "right_pr_number": 65802,
-          "similarity": 0.573,
-          "content_similarity": 0.487,
+          "similarity": 0.57,
+          "content_similarity": 0.483,
           "size_similarity": 0.711,
           "breadth_similarity": 0.75,
           "concentration_similarity": 1.0,
@@ -34996,8 +35740,8 @@
         {
           "left_pr_number": 41943,
           "right_pr_number": 67734,
-          "similarity": 0.459,
-          "content_similarity": 0.416,
+          "similarity": 0.457,
+          "content_similarity": 0.413,
           "size_similarity": 0.369,
           "breadth_similarity": 0.625,
           "concentration_similarity": 1.0,
@@ -35096,7 +35840,7 @@
         69647
       ],
       "representative_pr_number": 69647,
-      "average_similarity": 0.536,
+      "average_similarity": 0.537,
       "summary": "3 open PRs share weighted file overlap around `ui/src/ui/storage.ts`, `ui/src/ui/storage.node.test.ts`; representative PR #69647.",
       "shared_filenames": [
         "ui/src/ui/storage.ts",
@@ -35129,8 +35873,8 @@
         {
           "left_pr_number": 53651,
           "right_pr_number": 69647,
-          "similarity": 0.588,
-          "content_similarity": 0.593,
+          "similarity": 0.59,
+          "content_similarity": 0.595,
           "size_similarity": 0.321,
           "breadth_similarity": 0.75,
           "concentration_similarity": 1.0,
@@ -35146,8 +35890,8 @@
         {
           "left_pr_number": 43254,
           "right_pr_number": 53651,
-          "similarity": 0.403,
-          "content_similarity": 0.249,
+          "similarity": 0.404,
+          "content_similarity": 0.25,
           "size_similarity": 0.694,
           "breadth_similarity": 0.75,
           "concentration_similarity": 1.0,
@@ -35215,8 +35959,8 @@
         {
           "left_pr_number": 48637,
           "right_pr_number": 60773,
-          "similarity": 0.381,
-          "content_similarity": 0.382,
+          "similarity": 0.382,
+          "content_similarity": 0.383,
           "size_similarity": 0.15,
           "breadth_similarity": 0.5,
           "concentration_similarity": 0.825,
@@ -35438,7 +36182,7 @@
           "left_pr_number": 65995,
           "right_pr_number": 70394,
           "similarity": 0.452,
-          "content_similarity": 0.453,
+          "content_similarity": 0.454,
           "size_similarity": 0.568,
           "breadth_similarity": 0.25,
           "concentration_similarity": 0.493,
@@ -35462,7 +36206,7 @@
         72850
       ],
       "representative_pr_number": 72850,
-      "average_similarity": 0.523,
+      "average_similarity": 0.524,
       "summary": "3 open PRs share weighted file overlap around `src/cli/update-cli.test.ts`, `src/cli/update-cli/update-command.ts`; representative PR #72850.",
       "shared_filenames": [
         "src/cli/update-cli.test.ts",
@@ -35512,7 +36256,7 @@
           "left_pr_number": 63593,
           "right_pr_number": 67702,
           "similarity": 0.517,
-          "content_similarity": 0.504,
+          "content_similarity": 0.505,
           "size_similarity": 0.172,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.759,
@@ -35529,72 +36273,76 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-43411-3",
+      "cluster_id": "pr-scope-72584-3",
       "pr_numbers": [
-        43411,
-        67041,
-        68483
+        72584,
+        72792,
+        73111
       ],
-      "representative_pr_number": 67041,
-      "average_similarity": 0.521,
-      "summary": "3 open PRs share weighted file overlap around `src/logging/redact.test.ts`, `src/logging/redact.ts`; representative PR #67041.",
+      "representative_pr_number": 73111,
+      "average_similarity": 0.518,
+      "summary": "3 open PRs share weighted file overlap around `src/gateway/server-methods/talk.ts`, `src/gateway/server.talk-config.test.ts`, `CHANGELOG.md`; representative PR #73111.",
       "shared_filenames": [
-        "src/logging/redact.test.ts",
-        "src/logging/redact.ts"
+        "src/gateway/server-methods/talk.ts",
+        "src/gateway/server.talk-config.test.ts",
+        "CHANGELOG.md"
       ],
       "shared_directories": [
-        "src/logging",
+        "src/gateway/server-methods",
+        "src/gateway",
         "src"
       ],
       "pairwise": [
         {
-          "left_pr_number": 43411,
-          "right_pr_number": 67041,
-          "similarity": 0.687,
-          "content_similarity": 0.649,
-          "size_similarity": 0.548,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 1.0,
+          "left_pr_number": 72584,
+          "right_pr_number": 73111,
+          "similarity": 0.741,
+          "content_similarity": 0.731,
+          "size_similarity": 0.783,
+          "breadth_similarity": 0.667,
+          "concentration_similarity": 0.904,
           "shared_filenames": [
-            "src/logging/redact.test.ts",
-            "src/logging/redact.ts"
+            "src/gateway/server-methods/talk.ts",
+            "src/gateway/server.talk-config.test.ts"
           ],
           "shared_directories": [
-            "src/logging",
+            "src/gateway/server-methods",
+            "src/gateway",
             "src"
           ]
         },
         {
-          "left_pr_number": 67041,
-          "right_pr_number": 68483,
-          "similarity": 0.446,
-          "content_similarity": 0.521,
-          "size_similarity": 0.169,
-          "breadth_similarity": 0.325,
-          "concentration_similarity": 0.468,
+          "left_pr_number": 72792,
+          "right_pr_number": 73111,
+          "similarity": 0.412,
+          "content_similarity": 0.268,
+          "size_similarity": 0.726,
+          "breadth_similarity": 0.833,
+          "concentration_similarity": 0.641,
           "shared_filenames": [
-            "src/logging/redact.test.ts",
-            "src/logging/redact.ts"
+            "CHANGELOG.md",
+            "src/gateway/server-methods/talk.ts"
           ],
           "shared_directories": [
-            "src/logging",
+            "src/gateway/server-methods",
+            "src/gateway",
             "src"
           ]
         },
         {
-          "left_pr_number": 43411,
-          "right_pr_number": 68483,
-          "similarity": 0.429,
-          "content_similarity": 0.467,
-          "size_similarity": 0.308,
-          "breadth_similarity": 0.325,
-          "concentration_similarity": 0.468,
+          "left_pr_number": 72584,
+          "right_pr_number": 72792,
+          "similarity": 0.402,
+          "content_similarity": 0.281,
+          "size_similarity": 0.569,
+          "breadth_similarity": 0.833,
+          "concentration_similarity": 0.737,
           "shared_filenames": [
-            "src/logging/redact.test.ts",
-            "src/logging/redact.ts"
+            "src/gateway/server-methods/talk.ts"
           ],
           "shared_directories": [
-            "src/logging",
+            "src/gateway/server-methods",
+            "src/gateway",
             "src"
           ]
         }
@@ -35608,7 +36356,7 @@
         71086
       ],
       "representative_pr_number": 42962,
-      "average_similarity": 0.513,
+      "average_similarity": 0.514,
       "summary": "3 open PRs share weighted file overlap around `src/agents/pi-embedded-runner/run/payloads.ts`, `src/agents/pi-embedded-runner/run/payloads.errors.test.ts`; representative PR #42962.",
       "shared_filenames": [
         "src/agents/pi-embedded-runner/run/payloads.ts",
@@ -35624,8 +36372,8 @@
         {
           "left_pr_number": 42962,
           "right_pr_number": 71086,
-          "similarity": 0.645,
-          "content_similarity": 0.591,
+          "similarity": 0.646,
+          "content_similarity": 0.593,
           "size_similarity": 0.542,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -35643,8 +36391,8 @@
         {
           "left_pr_number": 42962,
           "right_pr_number": 67276,
-          "similarity": 0.531,
-          "content_similarity": 0.458,
+          "similarity": 0.532,
+          "content_similarity": 0.46,
           "size_similarity": 0.4,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -35661,8 +36409,8 @@
         {
           "left_pr_number": 67276,
           "right_pr_number": 71086,
-          "similarity": 0.362,
-          "content_similarity": 0.256,
+          "similarity": 0.364,
+          "content_similarity": 0.26,
           "size_similarity": 0.217,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -35678,6 +36426,101 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-43204-3",
+      "pr_numbers": [
+        43204,
+        43793,
+        68186
+      ],
+      "representative_pr_number": 43204,
+      "average_similarity": 0.514,
+      "summary": "3 open PRs share weighted file overlap around `apps/macos/Sources/OpenClaw/GeneralSettings.swift`, `apps/macos/Sources/OpenClaw/NodeMode/MacNodeBrowserProxy.swift`, `apps/macos/Sources/OpenClaw/OnboardingView+Pages.swift`; representative PR #43204.",
+      "shared_filenames": [
+        "apps/macos/Sources/OpenClaw/GeneralSettings.swift",
+        "apps/macos/Sources/OpenClaw/NodeMode/MacNodeBrowserProxy.swift",
+        "apps/macos/Sources/OpenClaw/OnboardingView+Pages.swift",
+        "apps/macos/Sources/OpenClaw/RemoteGatewayProbe.swift",
+        "apps/macos/Sources/OpenClaw/TalkModeGatewayConfig.swift",
+        "apps/macos/Sources/OpenClaw/AppState.swift"
+      ],
+      "shared_directories": [
+        "apps/macos/Sources/OpenClaw/NodeMode",
+        "apps/macos/Sources/OpenClaw",
+        "apps/macos/Sources",
+        "apps/macos",
+        "apps",
+        "apps/shared/OpenClawKit/Sources/OpenClawKit",
+        "apps/shared/OpenClawKit/Sources",
+        "apps/shared/OpenClawKit"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 43204,
+          "right_pr_number": 43793,
+          "similarity": 0.837,
+          "content_similarity": 0.847,
+          "size_similarity": 0.831,
+          "breadth_similarity": 0.762,
+          "concentration_similarity": 0.871,
+          "shared_filenames": [
+            "apps/macos/Sources/OpenClaw/AppState.swift",
+            "apps/macos/Sources/OpenClaw/GeneralSettings.swift",
+            "apps/macos/Sources/OpenClaw/NodeMode/MacNodeBrowserProxy.swift",
+            "apps/macos/Sources/OpenClaw/OnboardingView+Pages.swift",
+            "apps/macos/Sources/OpenClaw/RemoteGatewayProbe.swift",
+            "apps/macos/Sources/OpenClaw/TalkModeGatewayConfig.swift"
+          ],
+          "shared_directories": [
+            "apps/macos/Sources/OpenClaw/NodeMode",
+            "apps/macos/Sources/OpenClaw",
+            "apps/macos/Sources",
+            "apps/macos",
+            "apps",
+            "extensions",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 43204,
+          "right_pr_number": 68186,
+          "similarity": 0.371,
+          "content_similarity": 0.175,
+          "size_similarity": 0.918,
+          "breadth_similarity": 0.667,
+          "concentration_similarity": 0.873,
+          "shared_filenames": [],
+          "shared_directories": [
+            "apps/macos/Sources/OpenClaw/NodeMode",
+            "apps/macos/Sources/OpenClaw",
+            "apps/macos/Sources",
+            "apps/macos",
+            "apps"
+          ]
+        },
+        {
+          "left_pr_number": 43793,
+          "right_pr_number": 68186,
+          "similarity": 0.333,
+          "content_similarity": 0.167,
+          "size_similarity": 0.762,
+          "breadth_similarity": 0.524,
+          "concentration_similarity": 0.998,
+          "shared_filenames": [],
+          "shared_directories": [
+            "apps/macos/Sources/OpenClaw/NodeMode",
+            "apps/shared/OpenClawKit/Sources/OpenClawKit",
+            "apps/macos/Sources/OpenClaw",
+            "apps/shared/OpenClawKit/Sources",
+            "apps/macos/Sources",
+            "apps/shared/OpenClawKit",
+            "apps/macos",
+            "apps/shared",
+            "apps"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-43938-3",
       "pr_numbers": [
@@ -35732,7 +36575,7 @@
         {
           "left_pr_number": 43938,
           "right_pr_number": 68257,
-          "similarity": 0.487,
+          "similarity": 0.488,
           "content_similarity": 0.442,
           "size_similarity": 0.352,
           "breadth_similarity": 0.75,
@@ -35805,7 +36648,7 @@
           "left_pr_number": 41593,
           "right_pr_number": 42853,
           "similarity": 0.348,
-          "content_similarity": 0.404,
+          "content_similarity": 0.403,
           "size_similarity": 0.043,
           "breadth_similarity": 0.236,
           "concentration_similarity": 0.717,
@@ -35876,7 +36719,7 @@
         {
           "left_pr_number": 64512,
           "right_pr_number": 69491,
-          "similarity": 0.402,
+          "similarity": 0.403,
           "content_similarity": 0.439,
           "size_similarity": 0.233,
           "breadth_similarity": 0.325,
@@ -35933,7 +36776,7 @@
         {
           "left_pr_number": 40321,
           "right_pr_number": 41598,
-          "similarity": 0.569,
+          "similarity": 0.57,
           "content_similarity": 0.409,
           "size_similarity": 1.0,
           "breadth_similarity": 0.833,
@@ -35966,70 +36809,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-52291-3",
-      "pr_numbers": [
-        52291,
-        62910,
-        67694
-      ],
-      "representative_pr_number": 62910,
-      "average_similarity": 0.499,
-      "summary": "3 open PRs share weighted file overlap around `scripts/ui.js`; representative PR #62910.",
-      "shared_filenames": [
-        "scripts/ui.js"
-      ],
-      "shared_directories": [
-        "scripts"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 52291,
-          "right_pr_number": 62910,
-          "similarity": 0.618,
-          "content_similarity": 0.655,
-          "size_similarity": 0.541,
-          "breadth_similarity": 0.5,
-          "concentration_similarity": 0.568,
-          "shared_filenames": [
-            "scripts/ui.js"
-          ],
-          "shared_directories": [
-            "scripts"
-          ]
-        },
-        {
-          "left_pr_number": 62910,
-          "right_pr_number": 67694,
-          "similarity": 0.494,
-          "content_similarity": 0.555,
-          "size_similarity": 0.15,
-          "breadth_similarity": 0.5,
-          "concentration_similarity": 0.667,
-          "shared_filenames": [
-            "scripts/ui.js"
-          ],
-          "shared_directories": [
-            "scripts"
-          ]
-        },
-        {
-          "left_pr_number": 52291,
-          "right_pr_number": 67694,
-          "similarity": 0.384,
-          "content_similarity": 0.324,
-          "size_similarity": 0.081,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 0.901,
-          "shared_filenames": [
-            "scripts/ui.js"
-          ],
-          "shared_directories": [
-            "scripts"
-          ]
-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-40438-3",
       "pr_numbers": [
@@ -36145,7 +36924,7 @@
         {
           "left_pr_number": 63578,
           "right_pr_number": 64701,
-          "similarity": 0.547,
+          "similarity": 0.546,
           "content_similarity": 0.492,
           "size_similarity": 0.47,
           "breadth_similarity": 0.833,
@@ -36188,7 +36967,7 @@
         68300
       ],
       "representative_pr_number": 55211,
-      "average_similarity": 0.488,
+      "average_similarity": 0.489,
       "summary": "3 open PRs share weighted file overlap around `src/hooks/internal-hooks.ts`, `src/hooks/internal-hooks.test.ts`; representative PR #55211.",
       "shared_filenames": [
         "src/hooks/internal-hooks.ts",
@@ -36219,7 +36998,7 @@
           "left_pr_number": 38670,
           "right_pr_number": 55211,
           "similarity": 0.536,
-          "content_similarity": 0.662,
+          "content_similarity": 0.663,
           "size_similarity": 0.207,
           "breadth_similarity": 0.095,
           "concentration_similarity": 0.64,
@@ -36250,6 +37029,102 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-62801-3",
+      "pr_numbers": [
+        62801,
+        69948,
+        70464
+      ],
+      "representative_pr_number": 62801,
+      "average_similarity": 0.488,
+      "summary": "3 open PRs share weighted file overlap around `src/gateway/server-plugins.ts`, `src/gateway/server-plugins.test.ts`, `docs/plugins/sdk-runtime.md`; representative PR #62801.",
+      "shared_filenames": [
+        "src/gateway/server-plugins.ts",
+        "src/gateway/server-plugins.test.ts",
+        "docs/plugins/sdk-runtime.md",
+        "src/plugins/runtime/types.ts",
+        "src/plugins/runtime/index.test.ts",
+        "test/helpers/plugins/plugin-runtime-mock.ts",
+        "src/plugins/registry.ts"
+      ],
+      "shared_directories": [
+        "src/gateway",
+        "src",
+        "src/plugins/runtime",
+        "test/helpers/plugins",
+        "test/helpers",
+        "docs/plugins",
+        "src/plugin-sdk",
+        "src/plugins"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 62801,
+          "right_pr_number": 69948,
+          "similarity": 0.665,
+          "content_similarity": 0.597,
+          "size_similarity": 0.806,
+          "breadth_similarity": 0.786,
+          "concentration_similarity": 0.955,
+          "shared_filenames": [
+            "docs/plugins/sdk-runtime.md",
+            "src/gateway/server-plugins.test.ts",
+            "src/gateway/server-plugins.ts",
+            "src/plugins/registry.ts",
+            "src/plugins/runtime/index.test.ts",
+            "src/plugins/runtime/types.ts",
+            "test/helpers/plugins/plugin-runtime-mock.ts"
+          ],
+          "shared_directories": [
+            "src/plugins/runtime",
+            "test/helpers/plugins",
+            "docs/plugins",
+            "src/gateway",
+            "src/plugin-sdk",
+            "src/plugins",
+            "test/helpers",
+            "docs",
+            "src",
+            "test"
+          ]
+        },
+        {
+          "left_pr_number": 62801,
+          "right_pr_number": 70464,
+          "similarity": 0.414,
+          "content_similarity": 0.354,
+          "size_similarity": 0.374,
+          "breadth_similarity": 0.733,
+          "concentration_similarity": 0.732,
+          "shared_filenames": [
+            "src/gateway/server-plugins.test.ts",
+            "src/gateway/server-plugins.ts"
+          ],
+          "shared_directories": [
+            "src/gateway",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 69948,
+          "right_pr_number": 70464,
+          "similarity": 0.384,
+          "content_similarity": 0.346,
+          "size_similarity": 0.302,
+          "breadth_similarity": 0.571,
+          "concentration_similarity": 0.776,
+          "shared_filenames": [
+            "src/gateway/server-plugins.test.ts",
+            "src/gateway/server-plugins.ts"
+          ],
+          "shared_directories": [
+            "src/gateway",
+            "src"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-63073-3",
       "pr_numbers": [
@@ -36366,8 +37241,8 @@
         {
           "left_pr_number": 65030,
           "right_pr_number": 72664,
-          "similarity": 0.499,
-          "content_similarity": 0.368,
+          "similarity": 0.498,
+          "content_similarity": 0.367,
           "size_similarity": 0.967,
           "breadth_similarity": 0.467,
           "concentration_similarity": 0.99,
@@ -36386,7 +37261,7 @@
           "left_pr_number": 41517,
           "right_pr_number": 65030,
           "similarity": 0.411,
-          "content_similarity": 0.449,
+          "content_similarity": 0.448,
           "size_similarity": 0.29,
           "breadth_similarity": 0.183,
           "concentration_similarity": 0.699,
@@ -36440,142 +37315,36 @@
           ]
         },
         {
-          "left_pr_number": 67472,
-          "right_pr_number": 72251,
-          "similarity": 0.445,
-          "content_similarity": 0.436,
-          "size_similarity": 0.249,
-          "breadth_similarity": 0.7,
-          "concentration_similarity": 0.654,
-          "shared_filenames": [
-            "src/infra/backup-create.ts"
-          ],
-          "shared_directories": [
-            "src/commands",
-            "src/infra",
-            "src"
-          ]
-        },
-        {
-          "left_pr_number": 64148,
-          "right_pr_number": 67472,
-          "similarity": 0.416,
-          "content_similarity": 0.301,
-          "size_similarity": 0.652,
-          "breadth_similarity": 0.75,
-          "concentration_similarity": 0.643,
-          "shared_filenames": [
-            "src/infra/backup-create.ts"
-          ],
-          "shared_directories": [
-            "src/infra",
-            "src"
-          ]
-        }
-      ]
-    },
-    {
-      "cluster_id": "pr-scope-62801-3",
-      "pr_numbers": [
-        62801,
-        63176,
-        69948
-      ],
-      "representative_pr_number": 69948,
-      "average_similarity": 0.473,
-      "summary": "3 open PRs share weighted file overlap around `src/plugins/runtime/index.test.ts`, `test/helpers/plugins/plugin-runtime-mock.ts`, `src/plugins/runtime/types.ts`; representative PR #69948.",
-      "shared_filenames": [
-        "src/plugins/runtime/index.test.ts",
-        "test/helpers/plugins/plugin-runtime-mock.ts",
-        "src/plugins/runtime/types.ts",
-        "docs/plugins/sdk-runtime.md",
-        "src/plugins/runtime/index.ts",
-        "src/gateway/server-plugins.ts",
-        "src/gateway/server-plugins.test.ts",
-        "src/plugins/registry.ts"
-      ],
-      "shared_directories": [
-        "src/plugins/runtime",
-        "test/helpers/plugins",
-        "test/helpers",
-        "src/plugins",
-        "test",
-        "src",
-        "docs/plugins",
-        "src/plugin-sdk"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 62801,
-          "right_pr_number": 69948,
-          "similarity": 0.663,
-          "content_similarity": 0.594,
-          "size_similarity": 0.806,
-          "breadth_similarity": 0.786,
-          "concentration_similarity": 0.955,
-          "shared_filenames": [
-            "docs/plugins/sdk-runtime.md",
-            "src/gateway/server-plugins.test.ts",
-            "src/gateway/server-plugins.ts",
-            "src/plugins/registry.ts",
-            "src/plugins/runtime/index.test.ts",
-            "src/plugins/runtime/types.ts",
-            "test/helpers/plugins/plugin-runtime-mock.ts"
-          ],
-          "shared_directories": [
-            "src/plugins/runtime",
-            "test/helpers/plugins",
-            "docs/plugins",
-            "src/gateway",
-            "src/plugin-sdk",
-            "src/plugins",
-            "test/helpers",
-            "docs",
-            "src",
-            "test"
-          ]
-        },
-        {
-          "left_pr_number": 63176,
-          "right_pr_number": 69948,
-          "similarity": 0.396,
-          "content_similarity": 0.317,
-          "size_similarity": 0.471,
-          "breadth_similarity": 0.643,
-          "concentration_similarity": 0.776,
+          "left_pr_number": 67472,
+          "right_pr_number": 72251,
+          "similarity": 0.445,
+          "content_similarity": 0.436,
+          "size_similarity": 0.249,
+          "breadth_similarity": 0.7,
+          "concentration_similarity": 0.654,
           "shared_filenames": [
-            "src/plugins/runtime/index.test.ts",
-            "src/plugins/runtime/index.ts",
-            "test/helpers/plugins/plugin-runtime-mock.ts"
+            "src/infra/backup-create.ts"
           ],
           "shared_directories": [
-            "src/plugins/runtime",
-            "test/helpers/plugins",
-            "src/plugins",
-            "test/helpers",
-            "src",
-            "test"
+            "src/commands",
+            "src/infra",
+            "src"
           ]
         },
         {
-          "left_pr_number": 62801,
-          "right_pr_number": 63176,
-          "similarity": 0.359,
-          "content_similarity": 0.216,
-          "size_similarity": 0.585,
-          "breadth_similarity": 0.833,
-          "concentration_similarity": 0.731,
+          "left_pr_number": 64148,
+          "right_pr_number": 67472,
+          "similarity": 0.416,
+          "content_similarity": 0.301,
+          "size_similarity": 0.652,
+          "breadth_similarity": 0.75,
+          "concentration_similarity": 0.643,
           "shared_filenames": [
-            "src/plugins/runtime/index.test.ts",
-            "test/helpers/plugins/plugin-runtime-mock.ts"
+            "src/infra/backup-create.ts"
           ],
           "shared_directories": [
-            "src/plugins/runtime",
-            "test/helpers/plugins",
-            "src/plugins",
-            "test/helpers",
-            "src",
-            "test"
+            "src/infra",
+            "src"
           ]
         }
       ]
@@ -36588,7 +37357,7 @@
         70348
       ],
       "representative_pr_number": 70348,
-      "average_similarity": 0.472,
+      "average_similarity": 0.473,
       "summary": "3 open PRs share weighted file overlap around `src/gateway/server-methods/chat.ts`, `src/gateway/server.chat.gateway-server-chat.test.ts`, `src/gateway/server-methods/server-methods.test.ts`; representative PR #70348.",
       "shared_filenames": [
         "src/gateway/server-methods/chat.ts",
@@ -36604,8 +37373,8 @@
         {
           "left_pr_number": 43982,
           "right_pr_number": 70348,
-          "similarity": 0.626,
-          "content_similarity": 0.532,
+          "similarity": 0.627,
+          "content_similarity": 0.533,
           "size_similarity": 0.828,
           "breadth_similarity": 0.833,
           "concentration_similarity": 0.921,
@@ -36623,7 +37392,7 @@
           "left_pr_number": 44015,
           "right_pr_number": 70348,
           "similarity": 0.483,
-          "content_similarity": 0.453,
+          "content_similarity": 0.455,
           "size_similarity": 0.331,
           "breadth_similarity": 0.708,
           "concentration_similarity": 0.895,
@@ -36678,7 +37447,7 @@
           "left_pr_number": 41037,
           "right_pr_number": 53779,
           "similarity": 0.593,
-          "content_similarity": 0.471,
+          "content_similarity": 0.472,
           "size_similarity": 0.755,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -36693,7 +37462,7 @@
         {
           "left_pr_number": 40355,
           "right_pr_number": 41037,
-          "similarity": 0.417,
+          "similarity": 0.418,
           "content_similarity": 0.285,
           "size_similarity": 0.772,
           "breadth_similarity": 0.583,
@@ -36802,7 +37571,7 @@
         70297
       ],
       "representative_pr_number": 65212,
-      "average_similarity": 0.468,
+      "average_similarity": 0.467,
       "summary": "3 open PRs share weighted file overlap around `src/memory-host-sdk/host/backend-config.test.ts`, `src/memory-host-sdk/host/backend-config.ts`; representative PR #65212.",
       "shared_filenames": [
         "src/memory-host-sdk/host/backend-config.test.ts",
@@ -36817,8 +37586,8 @@
         {
           "left_pr_number": 65212,
           "right_pr_number": 70297,
-          "similarity": 0.635,
-          "content_similarity": 0.661,
+          "similarity": 0.634,
+          "content_similarity": 0.66,
           "size_similarity": 0.151,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -36835,8 +37604,8 @@
         {
           "left_pr_number": 64647,
           "right_pr_number": 65212,
-          "similarity": 0.415,
-          "content_similarity": 0.492,
+          "similarity": 0.414,
+          "content_similarity": 0.489,
           "size_similarity": 0.138,
           "breadth_similarity": 0.25,
           "concentration_similarity": 0.506,
@@ -36853,8 +37622,8 @@
         {
           "left_pr_number": 64647,
           "right_pr_number": 70297,
-          "similarity": 0.353,
-          "content_similarity": 0.428,
+          "similarity": 0.352,
+          "content_similarity": 0.426,
           "size_similarity": 0.021,
           "breadth_similarity": 0.25,
           "concentration_similarity": 0.506,
@@ -36938,6 +37707,96 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-65628-3",
+      "pr_numbers": [
+        65628,
+        66780,
+        66968
+      ],
+      "representative_pr_number": 66780,
+      "average_similarity": 0.464,
+      "summary": "3 open PRs share weighted file overlap around `.agents/skills/openclaw-secret-scanning-maintainer/scripts/secret-scanning.mjs`, `src/agents/pi-embedded-runner/run/attempt.prompt-helpers.ts`, `src/agents/pi-embedded-runner/run/attempt.test.ts`; representative PR #66780.",
+      "shared_filenames": [
+        ".agents/skills/openclaw-secret-scanning-maintainer/scripts/secret-scanning.mjs",
+        "src/agents/pi-embedded-runner/run/attempt.prompt-helpers.ts",
+        "src/agents/pi-embedded-runner/run/attempt.test.ts"
+      ],
+      "shared_directories": [
+        ".agents/skills/openclaw-secret-scanning-maintainer/scripts",
+        ".agents/skills/openclaw-secret-scanning-maintainer",
+        ".agents/skills",
+        ".agents",
+        "src/agents/pi-embedded-runner/run",
+        "ui/src/ui",
+        "src/agents/pi-embedded-runner",
+        "ui/src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 66780,
+          "right_pr_number": 66968,
+          "similarity": 0.507,
+          "content_similarity": 0.379,
+          "size_similarity": 0.935,
+          "breadth_similarity": 0.631,
+          "concentration_similarity": 0.763,
+          "shared_filenames": [
+            ".agents/skills/openclaw-secret-scanning-maintainer/scripts/secret-scanning.mjs",
+            "src/agents/pi-embedded-runner/run/attempt.prompt-helpers.ts",
+            "src/agents/pi-embedded-runner/run/attempt.test.ts"
+          ],
+          "shared_directories": [
+            ".agents/skills/openclaw-secret-scanning-maintainer/scripts",
+            "src/agents/pi-embedded-runner/run",
+            ".agents/skills/openclaw-secret-scanning-maintainer",
+            "src/agents/pi-embedded-runner",
+            "ui/src/ui",
+            ".agents/skills",
+            "src/agents",
+            "ui/src",
+            ".agents",
+            "extensions"
+          ]
+        },
+        {
+          "left_pr_number": 65628,
+          "right_pr_number": 66780,
+          "similarity": 0.444,
+          "content_similarity": 0.446,
+          "size_similarity": 0.558,
+          "breadth_similarity": 0.254,
+          "concentration_similarity": 0.449,
+          "shared_filenames": [
+            ".agents/skills/openclaw-secret-scanning-maintainer/scripts/secret-scanning.mjs"
+          ],
+          "shared_directories": [
+            ".agents/skills/openclaw-secret-scanning-maintainer/scripts",
+            ".agents/skills/openclaw-secret-scanning-maintainer",
+            ".agents/skills",
+            ".agents"
+          ]
+        },
+        {
+          "left_pr_number": 65628,
+          "right_pr_number": 66968,
+          "similarity": 0.44,
+          "content_similarity": 0.445,
+          "size_similarity": 0.521,
+          "breadth_similarity": 0.163,
+          "concentration_similarity": 0.686,
+          "shared_filenames": [
+            ".agents/skills/openclaw-secret-scanning-maintainer/scripts/secret-scanning.mjs"
+          ],
+          "shared_directories": [
+            ".agents/skills/openclaw-secret-scanning-maintainer/scripts",
+            ".agents/skills/openclaw-secret-scanning-maintainer",
+            ".agents/skills",
+            ".agents"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-41265-3",
       "pr_numbers": [
@@ -36969,7 +37828,7 @@
         {
           "left_pr_number": 41419,
           "right_pr_number": 41714,
-          "similarity": 0.569,
+          "similarity": 0.57,
           "content_similarity": 0.471,
           "size_similarity": 0.815,
           "breadth_similarity": 0.708,
@@ -37031,91 +37890,71 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-65628-3",
+      "cluster_id": "pr-scope-40209-3",
       "pr_numbers": [
-        65628,
-        66780,
-        66968
+        40209,
+        53740,
+        73040
       ],
-      "representative_pr_number": 66780,
-      "average_similarity": 0.463,
-      "summary": "3 open PRs share weighted file overlap around `.agents/skills/openclaw-secret-scanning-maintainer/scripts/secret-scanning.mjs`, `src/agents/pi-embedded-runner/run/attempt.prompt-helpers.ts`, `src/agents/pi-embedded-runner/run/attempt.test.ts`; representative PR #66780.",
+      "representative_pr_number": 73040,
+      "average_similarity": 0.459,
+      "summary": "3 open PRs share weighted file overlap around `src/infra/system-events.test.ts`, `src/infra/system-events.ts`; representative PR #73040.",
       "shared_filenames": [
-        ".agents/skills/openclaw-secret-scanning-maintainer/scripts/secret-scanning.mjs",
-        "src/agents/pi-embedded-runner/run/attempt.prompt-helpers.ts",
-        "src/agents/pi-embedded-runner/run/attempt.test.ts"
+        "src/infra/system-events.test.ts",
+        "src/infra/system-events.ts"
       ],
       "shared_directories": [
-        ".agents/skills/openclaw-secret-scanning-maintainer/scripts",
-        ".agents/skills/openclaw-secret-scanning-maintainer",
-        ".agents/skills",
-        ".agents",
-        "src/agents/pi-embedded-runner/run",
-        "ui/src/ui",
-        "src/agents/pi-embedded-runner",
-        "ui/src"
+        "src/infra",
+        "src"
       ],
       "pairwise": [
         {
-          "left_pr_number": 66780,
-          "right_pr_number": 66968,
-          "similarity": 0.506,
-          "content_similarity": 0.378,
-          "size_similarity": 0.935,
-          "breadth_similarity": 0.631,
-          "concentration_similarity": 0.763,
+          "left_pr_number": 40209,
+          "right_pr_number": 73040,
+          "similarity": 0.654,
+          "content_similarity": 0.619,
+          "size_similarity": 0.472,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
           "shared_filenames": [
-            ".agents/skills/openclaw-secret-scanning-maintainer/scripts/secret-scanning.mjs",
-            "src/agents/pi-embedded-runner/run/attempt.prompt-helpers.ts",
-            "src/agents/pi-embedded-runner/run/attempt.test.ts"
+            "src/infra/system-events.test.ts",
+            "src/infra/system-events.ts"
           ],
           "shared_directories": [
-            ".agents/skills/openclaw-secret-scanning-maintainer/scripts",
-            "src/agents/pi-embedded-runner/run",
-            ".agents/skills/openclaw-secret-scanning-maintainer",
-            "src/agents/pi-embedded-runner",
-            "ui/src/ui",
-            ".agents/skills",
-            "src/agents",
-            "ui/src",
-            ".agents",
-            "extensions"
+            "src/infra",
+            "src"
           ]
         },
         {
-          "left_pr_number": 65628,
-          "right_pr_number": 66780,
-          "similarity": 0.443,
-          "content_similarity": 0.445,
-          "size_similarity": 0.558,
-          "breadth_similarity": 0.254,
-          "concentration_similarity": 0.449,
+          "left_pr_number": 53740,
+          "right_pr_number": 73040,
+          "similarity": 0.382,
+          "content_similarity": 0.289,
+          "size_similarity": 0.817,
+          "breadth_similarity": 0.25,
+          "concentration_similarity": 0.642,
           "shared_filenames": [
-            ".agents/skills/openclaw-secret-scanning-maintainer/scripts/secret-scanning.mjs"
+            "src/infra/system-events.test.ts"
           ],
           "shared_directories": [
-            ".agents/skills/openclaw-secret-scanning-maintainer/scripts",
-            ".agents/skills/openclaw-secret-scanning-maintainer",
-            ".agents/skills",
-            ".agents"
+            "src/infra",
+            "src"
           ]
         },
         {
-          "left_pr_number": 65628,
-          "right_pr_number": 66968,
-          "similarity": 0.439,
-          "content_similarity": 0.443,
-          "size_similarity": 0.521,
-          "breadth_similarity": 0.163,
-          "concentration_similarity": 0.686,
+          "left_pr_number": 40209,
+          "right_pr_number": 53740,
+          "similarity": 0.341,
+          "content_similarity": 0.323,
+          "size_similarity": 0.385,
+          "breadth_similarity": 0.25,
+          "concentration_similarity": 0.642,
           "shared_filenames": [
-            ".agents/skills/openclaw-secret-scanning-maintainer/scripts/secret-scanning.mjs"
+            "src/infra/system-events.test.ts"
           ],
           "shared_directories": [
-            ".agents/skills/openclaw-secret-scanning-maintainer/scripts",
-            ".agents/skills/openclaw-secret-scanning-maintainer",
-            ".agents/skills",
-            ".agents"
+            "src/infra",
+            "src"
           ]
         }
       ]
@@ -37194,154 +38033,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-43061-3",
-      "pr_numbers": [
-        43061,
-        43790,
-        53530
-      ],
-      "representative_pr_number": 43061,
-      "average_similarity": 0.454,
-      "summary": "3 open PRs share weighted file overlap around `src/agents/pi-tools.policy.test.ts`, `src/agents/pi-tools.policy.ts`; representative PR #43061.",
-      "shared_filenames": [
-        "src/agents/pi-tools.policy.test.ts",
-        "src/agents/pi-tools.policy.ts"
-      ],
-      "shared_directories": [
-        "src/agents",
-        "src"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 43061,
-          "right_pr_number": 43790,
-          "similarity": 0.541,
-          "content_similarity": 0.438,
-          "size_similarity": 0.635,
-          "breadth_similarity": 0.929,
-          "concentration_similarity": 0.924,
-          "shared_filenames": [
-            "src/agents/pi-tools.policy.test.ts",
-            "src/agents/pi-tools.policy.ts"
-          ],
-          "shared_directories": [
-            "src/agents",
-            "src"
-          ]
-        },
-        {
-          "left_pr_number": 43061,
-          "right_pr_number": 53530,
-          "similarity": 0.416,
-          "content_similarity": 0.422,
-          "size_similarity": 0.058,
-          "breadth_similarity": 0.75,
-          "concentration_similarity": 0.732,
-          "shared_filenames": [
-            "src/agents/pi-tools.policy.test.ts",
-            "src/agents/pi-tools.policy.ts"
-          ],
-          "shared_directories": [
-            "src/agents",
-            "src"
-          ]
-        },
-        {
-          "left_pr_number": 43790,
-          "right_pr_number": 53530,
-          "similarity": 0.404,
-          "content_similarity": 0.396,
-          "size_similarity": 0.037,
-          "breadth_similarity": 0.812,
-          "concentration_similarity": 0.808,
-          "shared_filenames": [
-            "src/agents/pi-tools.policy.test.ts",
-            "src/agents/pi-tools.policy.ts"
-          ],
-          "shared_directories": [
-            "src/agents",
-            "src"
-          ]
-        }
-      ]
-    },
-    {
-      "cluster_id": "pr-scope-49968-3",
-      "pr_numbers": [
-        49968,
-        64731,
-        69399
-      ],
-      "representative_pr_number": 69399,
-      "average_similarity": 0.45,
-      "summary": "3 open PRs share weighted file overlap around `src/auto-reply/reply/agent-runner.runreplyagent.e2e.test.ts`, `src/auto-reply/reply/agent-runner.ts`; representative PR #69399.",
-      "shared_filenames": [
-        "src/auto-reply/reply/agent-runner.runreplyagent.e2e.test.ts",
-        "src/auto-reply/reply/agent-runner.ts"
-      ],
-      "shared_directories": [
-        "src/auto-reply/reply",
-        "src/auto-reply",
-        "src",
-        "src/config"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 64731,
-          "right_pr_number": 69399,
-          "similarity": 0.642,
-          "content_similarity": 0.729,
-          "size_similarity": 0.422,
-          "breadth_similarity": 0.236,
-          "concentration_similarity": 0.891,
-          "shared_filenames": [
-            "src/auto-reply/reply/agent-runner.runreplyagent.e2e.test.ts",
-            "src/auto-reply/reply/agent-runner.ts"
-          ],
-          "shared_directories": [
-            "src/auto-reply/reply",
-            "src/auto-reply",
-            "src"
-          ]
-        },
-        {
-          "left_pr_number": 49968,
-          "right_pr_number": 69399,
-          "similarity": 0.366,
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-          "concentration_similarity": 0.729,
-          "shared_filenames": [
-            "src/auto-reply/reply/agent-runner.runreplyagent.e2e.test.ts"
-          ],
-          "shared_directories": [
-            "src/auto-reply/reply",
-            "src/auto-reply",
-            "src/config",
-            "src"
-          ]
-        },
-        {
-          "left_pr_number": 49968,
-          "right_pr_number": 64731,
-          "similarity": 0.342,
-          "content_similarity": 0.42,
-          "size_similarity": 0.044,
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-          "concentration_similarity": 0.62,
-          "shared_filenames": [
-            "src/auto-reply/reply/agent-runner.runreplyagent.e2e.test.ts"
-          ],
-          "shared_directories": [
-            "src/auto-reply/reply",
-            "src/auto-reply",
-            "src"
-          ]
-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-38731-3",
       "pr_numbers": [
@@ -37414,144 +38105,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-64800-3",
-      "pr_numbers": [
-        64800,
-        72245,
-        73076
-      ],
-      "representative_pr_number": 72245,
-      "average_similarity": 0.448,
-      "summary": "3 open PRs share weighted file overlap around `src/plugins/provider-runtime.test.ts`, `src/plugins/provider-hook-runtime.ts`; representative PR #72245.",
-      "shared_filenames": [
-        "src/plugins/provider-runtime.test.ts",
-        "src/plugins/provider-hook-runtime.ts"
-      ],
-      "shared_directories": [
-        "src/plugins",
-        "src"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 72245,
-          "right_pr_number": 73076,
-          "similarity": 0.579,
-          "content_similarity": 0.521,
-          "size_similarity": 0.8,
-          "breadth_similarity": 0.633,
-          "concentration_similarity": 0.621,
-          "shared_filenames": [
-            "src/plugins/provider-hook-runtime.ts",
-            "src/plugins/provider-runtime.test.ts"
-          ],
-          "shared_directories": [
-            "src/plugins",
-            "src"
-          ]
-        },
-        {
-          "left_pr_number": 64800,
-          "right_pr_number": 72245,
-          "similarity": 0.384,
-          "content_similarity": 0.281,
-          "size_similarity": 0.542,
-          "breadth_similarity": 0.583,
-          "concentration_similarity": 0.951,
-          "shared_filenames": [
-            "src/plugins/provider-runtime.test.ts"
-          ],
-          "shared_directories": [
-            "src/plugins",
-            "src"
-          ]
-        },
-        {
-          "left_pr_number": 64800,
-          "right_pr_number": 73076,
-          "similarity": 0.383,
-          "content_similarity": 0.361,
-          "size_similarity": 0.433,
-          "breadth_similarity": 0.367,
-          "concentration_similarity": 0.572,
-          "shared_filenames": [
-            "src/plugins/provider-runtime.test.ts"
-          ],
-          "shared_directories": [
-            "src/plugins",
-            "src"
-          ]
-        }
-      ]
-    },
-    {
-      "cluster_id": "pr-scope-68505-3",
-      "pr_numbers": [
-        68505,
-        69199,
-        71898
-      ],
-      "representative_pr_number": 71898,
-      "average_similarity": 0.448,
-      "summary": "3 open PRs share weighted file overlap around `extensions/memory-core/src/tools.test.ts`; representative PR #71898.",
-      "shared_filenames": [
-        "extensions/memory-core/src/tools.test.ts"
-      ],
-      "shared_directories": [
-        "extensions/memory-core/src",
-        "extensions/memory-core",
-        "extensions"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 69199,
-          "right_pr_number": 71898,
-          "similarity": 0.66,
-          "content_similarity": 0.599,
-          "size_similarity": 0.6,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 1.0,
-          "shared_filenames": [
-            "extensions/memory-core/src/tools.test.ts"
-          ],
-          "shared_directories": [
-            "extensions/memory-core/src",
-            "extensions/memory-core",
-            "extensions"
-          ]
-        },
-        {
-          "left_pr_number": 68505,
-          "right_pr_number": 71898,
-          "similarity": 0.369,
-          "content_similarity": 0.144,
-          "size_similarity": 0.959,
-          "breadth_similarity": 0.75,
-          "concentration_similarity": 1.0,
-          "shared_filenames": [],
-          "shared_directories": [
-            "extensions/memory-core/src",
-            "extensions/memory-core",
-            "extensions"
-          ]
-        },
-        {
-          "left_pr_number": 68505,
-          "right_pr_number": 69199,
-          "similarity": 0.316,
-          "content_similarity": 0.15,
-          "size_similarity": 0.575,
-          "breadth_similarity": 0.75,
-          "concentration_similarity": 1.0,
-          "shared_filenames": [],
-          "shared_directories": [
-            "extensions/memory-core/src",
-            "extensions/memory-core",
-            "extensions"
-          ]
-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-39513-3",
       "pr_numbers": [
@@ -37560,7 +38113,7 @@
         67554
       ],
       "representative_pr_number": 54819,
-      "average_similarity": 0.447,
+      "average_similarity": 0.448,
       "summary": "3 open PRs share weighted file overlap around `docs/reference/templates/AGENTS.md`; representative PR #54819.",
       "shared_filenames": [
         "docs/reference/templates/AGENTS.md"
@@ -37592,7 +38145,7 @@
           "left_pr_number": 39513,
           "right_pr_number": 54819,
           "similarity": 0.445,
-          "content_similarity": 0.502,
+          "content_similarity": 0.503,
           "size_similarity": 0.244,
           "breadth_similarity": 0.333,
           "concentration_similarity": 0.463,
@@ -37608,7 +38161,7 @@
         {
           "left_pr_number": 39513,
           "right_pr_number": 67554,
-          "similarity": 0.411,
+          "similarity": 0.412,
           "content_similarity": 0.349,
           "size_similarity": 0.39,
           "breadth_similarity": 0.633,
@@ -37632,7 +38185,7 @@
         55037
       ],
       "representative_pr_number": 42937,
-      "average_similarity": 0.445,
+      "average_similarity": 0.446,
       "summary": "3 open PRs share weighted file overlap around `src/routing/resolve-route.ts`, `src/routing/resolve-route.test.ts`, `src/config/types.agents.ts`; representative PR #42937.",
       "shared_filenames": [
         "src/routing/resolve-route.ts",
@@ -37684,7 +38237,7 @@
           "left_pr_number": 39485,
           "right_pr_number": 55037,
           "similarity": 0.381,
-          "content_similarity": 0.302,
+          "content_similarity": 0.303,
           "size_similarity": 0.638,
           "breadth_similarity": 0.417,
           "concentration_similarity": 0.636,
@@ -37706,7 +38259,7 @@
         72489
       ],
       "representative_pr_number": 72489,
-      "average_similarity": 0.444,
+      "average_similarity": 0.445,
       "summary": "3 open PRs share weighted file overlap around `docs/channels/troubleshooting.md`, `docs/channels/whatsapp.md`; representative PR #72489.",
       "shared_filenames": [
         "docs/channels/troubleshooting.md",
@@ -37718,15 +38271,15 @@
       ],
       "pairwise": [
         {
-          "left_pr_number": 44423,
+          "left_pr_number": 59210,
           "right_pr_number": 72489,
           "similarity": 0.512,
-          "content_similarity": 0.458,
-          "size_similarity": 0.274,
-          "breadth_similarity": 1.0,
+          "content_similarity": 0.48,
+          "size_similarity": 0.339,
+          "breadth_similarity": 0.75,
           "concentration_similarity": 1.0,
           "shared_filenames": [
-            "docs/channels/troubleshooting.md"
+            "docs/channels/whatsapp.md"
           ],
           "shared_directories": [
             "docs/channels",
@@ -37734,15 +38287,15 @@
           ]
         },
         {
-          "left_pr_number": 59210,
+          "left_pr_number": 44423,
           "right_pr_number": 72489,
           "similarity": 0.508,
-          "content_similarity": 0.474,
-          "size_similarity": 0.339,
-          "breadth_similarity": 0.75,
+          "content_similarity": 0.453,
+          "size_similarity": 0.274,
+          "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
           "shared_filenames": [
-            "docs/channels/whatsapp.md"
+            "docs/channels/troubleshooting.md"
           ],
           "shared_directories": [
             "docs/channels",
@@ -37752,7 +38305,7 @@
         {
           "left_pr_number": 44423,
           "right_pr_number": 59210,
-          "similarity": 0.313,
+          "similarity": 0.314,
           "content_similarity": 0.096,
           "size_similarity": 0.81,
           "breadth_similarity": 0.75,
@@ -37765,6 +38318,94 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-71839-3",
+      "pr_numbers": [
+        71839,
+        72045,
+        72819
+      ],
+      "representative_pr_number": 71839,
+      "average_similarity": 0.445,
+      "summary": "3 open PRs share weighted file overlap around `extensions/qa-lab/src/providers/mock-openai/server.test.ts`, `extensions/qa-lab/src/providers/mock-openai/server.ts`; representative PR #71839.",
+      "shared_filenames": [
+        "extensions/qa-lab/src/providers/mock-openai/server.test.ts",
+        "extensions/qa-lab/src/providers/mock-openai/server.ts"
+      ],
+      "shared_directories": [
+        "extensions/qa-lab/src/providers/mock-openai",
+        "extensions/qa-lab/src/providers",
+        "extensions/qa-lab/src",
+        "extensions/qa-lab",
+        "extensions",
+        "src/agents",
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 71839,
+          "right_pr_number": 72045,
+          "similarity": 0.463,
+          "content_similarity": 0.423,
+          "size_similarity": 0.304,
+          "breadth_similarity": 0.773,
+          "concentration_similarity": 0.883,
+          "shared_filenames": [
+            "extensions/qa-lab/src/providers/mock-openai/server.test.ts",
+            "extensions/qa-lab/src/providers/mock-openai/server.ts"
+          ],
+          "shared_directories": [
+            "extensions/qa-lab/src/providers/mock-openai",
+            "extensions/qa-lab/src/providers",
+            "extensions/qa-lab/src",
+            "extensions/qa-lab",
+            "extensions"
+          ]
+        },
+        {
+          "left_pr_number": 71839,
+          "right_pr_number": 72819,
+          "similarity": 0.446,
+          "content_similarity": 0.426,
+          "size_similarity": 0.313,
+          "breadth_similarity": 0.6,
+          "concentration_similarity": 0.804,
+          "shared_filenames": [
+            "extensions/qa-lab/src/providers/mock-openai/server.test.ts",
+            "extensions/qa-lab/src/providers/mock-openai/server.ts"
+          ],
+          "shared_directories": [
+            "extensions/qa-lab/src/providers/mock-openai",
+            "extensions/qa-lab/src/providers",
+            "extensions/qa-lab/src",
+            "extensions/qa-lab",
+            "src/agents",
+            "extensions",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 72045,
+          "right_pr_number": 72819,
+          "similarity": 0.427,
+          "content_similarity": 0.229,
+          "size_similarity": 0.969,
+          "breadth_similarity": 0.755,
+          "concentration_similarity": 0.921,
+          "shared_filenames": [
+            "extensions/qa-lab/src/providers/mock-openai/server.test.ts",
+            "extensions/qa-lab/src/providers/mock-openai/server.ts"
+          ],
+          "shared_directories": [
+            "extensions/qa-lab/src/providers/mock-openai",
+            "extensions/qa-lab/src/providers",
+            "extensions/qa-lab/src",
+            "extensions/qa-lab",
+            "extensions"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-68103-3",
       "pr_numbers": [
@@ -37995,6 +38636,78 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-68389-3",
+      "pr_numbers": [
+        68389,
+        70811,
+        71459
+      ],
+      "representative_pr_number": 68389,
+      "average_similarity": 0.44,
+      "summary": "3 open PRs share weighted file overlap around `src/plugins/loader.ts`, `src/plugins/loader.test.ts`; representative PR #68389.",
+      "shared_filenames": [
+        "src/plugins/loader.ts",
+        "src/plugins/loader.test.ts"
+      ],
+      "shared_directories": [
+        "src/plugins",
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 68389,
+          "right_pr_number": 70811,
+          "similarity": 0.486,
+          "content_similarity": 0.422,
+          "size_similarity": 0.404,
+          "breadth_similarity": 0.8,
+          "concentration_similarity": 0.989,
+          "shared_filenames": [
+            "src/plugins/loader.test.ts",
+            "src/plugins/loader.ts"
+          ],
+          "shared_directories": [
+            "src/plugins",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 68389,
+          "right_pr_number": 71459,
+          "similarity": 0.437,
+          "content_similarity": 0.335,
+          "size_similarity": 0.69,
+          "breadth_similarity": 0.708,
+          "concentration_similarity": 0.562,
+          "shared_filenames": [
+            "src/plugins/loader.test.ts",
+            "src/plugins/loader.ts"
+          ],
+          "shared_directories": [
+            "src/plugins",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 70811,
+          "right_pr_number": 71459,
+          "similarity": 0.398,
+          "content_similarity": 0.298,
+          "size_similarity": 0.586,
+          "breadth_similarity": 0.733,
+          "concentration_similarity": 0.573,
+          "shared_filenames": [
+            "src/plugins/loader.test.ts",
+            "src/plugins/loader.ts"
+          ],
+          "shared_directories": [
+            "src/plugins",
+            "src"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-52012-3",
       "pr_numbers": [
@@ -38018,8 +38731,8 @@
         {
           "left_pr_number": 53468,
           "right_pr_number": 73092,
-          "similarity": 0.486,
-          "content_similarity": 0.366,
+          "similarity": 0.487,
+          "content_similarity": 0.367,
           "size_similarity": 0.758,
           "breadth_similarity": 0.75,
           "concentration_similarity": 0.828,
@@ -38036,8 +38749,8 @@
         {
           "left_pr_number": 52012,
           "right_pr_number": 73092,
-          "similarity": 0.423,
-          "content_similarity": 0.405,
+          "similarity": 0.421,
+          "content_similarity": 0.403,
           "size_similarity": 0.069,
           "breadth_similarity": 0.875,
           "concentration_similarity": 0.83,
@@ -38053,7 +38766,7 @@
         {
           "left_pr_number": 52012,
           "right_pr_number": 53468,
-          "similarity": 0.404,
+          "similarity": 0.405,
           "content_similarity": 0.406,
           "size_similarity": 0.053,
           "breadth_similarity": 0.625,
@@ -38077,7 +38790,7 @@
         70542
       ],
       "representative_pr_number": 58823,
-      "average_similarity": 0.434,
+      "average_similarity": 0.435,
       "summary": "3 open PRs share weighted file overlap around `src/agents/model-selection.test.ts`, `src/agents/model-selection.ts`; representative PR #58823.",
       "shared_filenames": [
         "src/agents/model-selection.test.ts",
@@ -38092,7 +38805,7 @@
           "left_pr_number": 58823,
           "right_pr_number": 70542,
           "similarity": 0.491,
-          "content_similarity": 0.34,
+          "content_similarity": 0.341,
           "size_similarity": 0.843,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.522,
@@ -38107,7 +38820,7 @@
         {
           "left_pr_number": 43211,
           "right_pr_number": 58823,
-          "similarity": 0.486,
+          "similarity": 0.487,
           "content_similarity": 0.487,
           "size_similarity": 0.373,
           "breadth_similarity": 0.417,
@@ -38181,7 +38894,7 @@
           "left_pr_number": 38658,
           "right_pr_number": 40287,
           "similarity": 0.411,
-          "content_similarity": 0.222,
+          "content_similarity": 0.223,
           "size_similarity": 0.896,
           "breadth_similarity": 0.8,
           "concentration_similarity": 0.824,
@@ -38215,94 +38928,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-66548-3",
-      "pr_numbers": [
-        66548,
-        68559,
-        71837
-      ],
-      "representative_pr_number": 66548,
-      "average_similarity": 0.431,
-      "summary": "3 open PRs share weighted file overlap around `src/memory-host-sdk/host/session-files.test.ts`, `src/memory-host-sdk/host/session-files.ts`, `packages/memory-host-sdk/src/host/session-files.test.ts`; representative PR #66548.",
-      "shared_filenames": [
-        "src/memory-host-sdk/host/session-files.test.ts",
-        "src/memory-host-sdk/host/session-files.ts",
-        "packages/memory-host-sdk/src/host/session-files.test.ts",
-        "packages/memory-host-sdk/src/host/session-files.ts"
-      ],
-      "shared_directories": [
-        "src/memory-host-sdk/host",
-        "src/memory-host-sdk",
-        "src",
-        "packages/memory-host-sdk/src/host",
-        "packages/memory-host-sdk/src",
-        "packages/memory-host-sdk",
-        "packages"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 66548,
-          "right_pr_number": 71837,
-          "similarity": 0.542,
-          "content_similarity": 0.539,
-          "size_similarity": 0.292,
-          "breadth_similarity": 0.75,
-          "concentration_similarity": 0.921,
-          "shared_filenames": [
-            "packages/memory-host-sdk/src/host/session-files.test.ts",
-            "packages/memory-host-sdk/src/host/session-files.ts",
-            "src/memory-host-sdk/host/session-files.test.ts",
-            "src/memory-host-sdk/host/session-files.ts"
-          ],
-          "shared_directories": [
-            "packages/memory-host-sdk/src/host",
-            "packages/memory-host-sdk/src",
-            "src/memory-host-sdk/host",
-            "packages/memory-host-sdk",
-            "src/memory-host-sdk",
-            "packages",
-            "src"
-          ]
-        },
-        {
-          "left_pr_number": 66548,
-          "right_pr_number": 68559,
-          "similarity": 0.453,
-          "content_similarity": 0.543,
-          "size_similarity": 0.065,
-          "breadth_similarity": 0.367,
-          "concentration_similarity": 0.523,
-          "shared_filenames": [
-            "src/memory-host-sdk/host/session-files.test.ts",
-            "src/memory-host-sdk/host/session-files.ts"
-          ],
-          "shared_directories": [
-            "src/memory-host-sdk/host",
-            "src/memory-host-sdk",
-            "src"
-          ]
-        },
-        {
-          "left_pr_number": 68559,
-          "right_pr_number": 71837,
-          "similarity": 0.299,
-          "content_similarity": 0.343,
-          "size_similarity": 0.019,
-          "breadth_similarity": 0.267,
-          "concentration_similarity": 0.602,
-          "shared_filenames": [
-            "src/memory-host-sdk/host/session-files.test.ts",
-            "src/memory-host-sdk/host/session-files.ts"
-          ],
-          "shared_directories": [
-            "src/memory-host-sdk/host",
-            "src/memory-host-sdk",
-            "src"
-          ]
-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-53630-3",
       "pr_numbers": [
@@ -38311,7 +38936,7 @@
         67432
       ],
       "representative_pr_number": 67431,
-      "average_similarity": 0.429,
+      "average_similarity": 0.43,
       "summary": "3 open PRs share weighted file overlap around `ui/src/ui/views/chat.ts`; representative PR #67431.",
       "shared_filenames": [
         "ui/src/ui/views/chat.ts"
@@ -38327,7 +38952,7 @@
           "left_pr_number": 67431,
           "right_pr_number": 67432,
           "similarity": 0.444,
-          "content_similarity": 0.205,
+          "content_similarity": 0.206,
           "size_similarity": 1.0,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -38449,80 +39074,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-64037-3",
-      "pr_numbers": [
-        64037,
-        68481,
-        72796
-      ],
-      "representative_pr_number": 64037,
-      "average_similarity": 0.425,
-      "summary": "3 open PRs share weighted file overlap around `src/auto-reply/reply/get-reply.ts`; representative PR #64037.",
-      "shared_filenames": [
-        "src/auto-reply/reply/get-reply.ts"
-      ],
-      "shared_directories": [
-        "src/auto-reply/reply",
-        "src/auto-reply",
-        "src",
-        "src/plugins"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 64037,
-          "right_pr_number": 68481,
-          "similarity": 0.536,
-          "content_similarity": 0.435,
-          "size_similarity": 0.96,
-          "breadth_similarity": 0.5,
-          "concentration_similarity": 0.75,
-          "shared_filenames": [
-            "src/auto-reply/reply/get-reply.ts"
-          ],
-          "shared_directories": [
-            "src/auto-reply/reply",
-            "src/auto-reply",
-            "src"
-          ]
-        },
-        {
-          "left_pr_number": 64037,
-          "right_pr_number": 72796,
-          "similarity": 0.432,
-          "content_similarity": 0.34,
-          "size_similarity": 0.75,
-          "breadth_similarity": 0.45,
-          "concentration_similarity": 0.719,
-          "shared_filenames": [
-            "src/auto-reply/reply/get-reply.ts"
-          ],
-          "shared_directories": [
-            "src/auto-reply/reply",
-            "src/auto-reply",
-            "src/plugins",
-            "src"
-          ]
-        },
-        {
-          "left_pr_number": 68481,
-          "right_pr_number": 72796,
-          "similarity": 0.307,
-          "content_similarity": 0.206,
-          "size_similarity": 0.781,
-          "breadth_similarity": 0.225,
-          "concentration_similarity": 0.469,
-          "shared_filenames": [
-            "src/auto-reply/reply/get-reply.ts"
-          ],
-          "shared_directories": [
-            "src/auto-reply/reply",
-            "src/auto-reply",
-            "src"
-          ]
-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-64060-3",
       "pr_numbers": [
@@ -38545,7 +39096,7 @@
         {
           "left_pr_number": 64060,
           "right_pr_number": 66543,
-          "similarity": 0.573,
+          "similarity": 0.572,
           "content_similarity": 0.534,
           "size_similarity": 0.324,
           "breadth_similarity": 1.0,
@@ -38563,7 +39114,7 @@
           "left_pr_number": 64060,
           "right_pr_number": 67429,
           "similarity": 0.358,
-          "content_similarity": 0.348,
+          "content_similarity": 0.347,
           "size_similarity": 0.39,
           "breadth_similarity": 0.333,
           "concentration_similarity": 0.462,
@@ -38580,7 +39131,7 @@
           "left_pr_number": 66543,
           "right_pr_number": 67429,
           "similarity": 0.335,
-          "content_similarity": 0.371,
+          "content_similarity": 0.37,
           "size_similarity": 0.126,
           "breadth_similarity": 0.333,
           "concentration_similarity": 0.462,
@@ -38641,7 +39192,7 @@
         {
           "left_pr_number": 43808,
           "right_pr_number": 62789,
-          "similarity": 0.404,
+          "similarity": 0.403,
           "content_similarity": 0.34,
           "size_similarity": 0.209,
           "breadth_similarity": 0.854,
@@ -38682,88 +39233,78 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-71839-3",
+      "cluster_id": "pr-scope-64758-3",
       "pr_numbers": [
-        71839,
-        72045,
-        72819
+        64758,
+        71170,
+        71249
       ],
-      "representative_pr_number": 72045,
-      "average_similarity": 0.418,
-      "summary": "3 open PRs share weighted file overlap around `extensions/qa-lab/src/providers/mock-openai/server.test.ts`, `extensions/qa-lab/src/providers/mock-openai/server.ts`; representative PR #72045.",
+      "representative_pr_number": 64758,
+      "average_similarity": 0.417,
+      "summary": "3 open PRs share weighted file overlap around `src/auto-reply/reply/agent-runner.misc.runreplyagent.test.ts`, `src/auto-reply/reply/agent-runner.ts`; representative PR #64758.",
       "shared_filenames": [
-        "extensions/qa-lab/src/providers/mock-openai/server.test.ts",
-        "extensions/qa-lab/src/providers/mock-openai/server.ts"
+        "src/auto-reply/reply/agent-runner.misc.runreplyagent.test.ts",
+        "src/auto-reply/reply/agent-runner.ts"
       ],
       "shared_directories": [
-        "extensions/qa-lab/src/providers/mock-openai",
-        "extensions/qa-lab/src/providers",
-        "extensions/qa-lab/src",
-        "extensions/qa-lab",
-        "extensions",
-        "src/agents",
-        "src"
+        "src/auto-reply/reply",
+        "src/auto-reply",
+        "src",
+        "src/config"
       ],
       "pairwise": [
         {
-          "left_pr_number": 71839,
-          "right_pr_number": 72045,
-          "similarity": 0.46,
-          "content_similarity": 0.419,
-          "size_similarity": 0.304,
-          "breadth_similarity": 0.773,
-          "concentration_similarity": 0.883,
+          "left_pr_number": 64758,
+          "right_pr_number": 71249,
+          "similarity": 0.456,
+          "content_similarity": 0.448,
+          "size_similarity": 0.347,
+          "breadth_similarity": 0.524,
+          "concentration_similarity": 0.754,
           "shared_filenames": [
-            "extensions/qa-lab/src/providers/mock-openai/server.test.ts",
-            "extensions/qa-lab/src/providers/mock-openai/server.ts"
+            "src/auto-reply/reply/agent-runner.misc.runreplyagent.test.ts",
+            "src/auto-reply/reply/agent-runner.ts"
           ],
           "shared_directories": [
-            "extensions/qa-lab/src/providers/mock-openai",
-            "extensions/qa-lab/src/providers",
-            "extensions/qa-lab/src",
-            "extensions/qa-lab",
-            "extensions"
+            "src/auto-reply/reply",
+            "src/auto-reply",
+            "src"
           ]
         },
         {
-          "left_pr_number": 72045,
-          "right_pr_number": 72819,
-          "similarity": 0.425,
-          "content_similarity": 0.226,
-          "size_similarity": 0.969,
-          "breadth_similarity": 0.755,
-          "concentration_similarity": 0.921,
+          "left_pr_number": 64758,
+          "right_pr_number": 71170,
+          "similarity": 0.415,
+          "content_similarity": 0.347,
+          "size_similarity": 0.716,
+          "breadth_similarity": 0.333,
+          "concentration_similarity": 0.62,
           "shared_filenames": [
-            "extensions/qa-lab/src/providers/mock-openai/server.test.ts",
-            "extensions/qa-lab/src/providers/mock-openai/server.ts"
+            "src/auto-reply/reply/agent-runner.misc.runreplyagent.test.ts",
+            "src/auto-reply/reply/agent-runner.ts"
           ],
           "shared_directories": [
-            "extensions/qa-lab/src/providers/mock-openai",
-            "extensions/qa-lab/src/providers",
-            "extensions/qa-lab/src",
-            "extensions/qa-lab",
-            "extensions"
+            "src/auto-reply/reply",
+            "src/auto-reply",
+            "src"
           ]
         },
         {
-          "left_pr_number": 71839,
-          "right_pr_number": 72819,
-          "similarity": 0.37,
-          "content_similarity": 0.318,
-          "size_similarity": 0.313,
-          "breadth_similarity": 0.6,
-          "concentration_similarity": 0.804,
+          "left_pr_number": 71170,
+          "right_pr_number": 71249,
+          "similarity": 0.381,
+          "content_similarity": 0.312,
+          "size_similarity": 0.485,
+          "breadth_similarity": 0.467,
+          "concentration_similarity": 0.866,
           "shared_filenames": [
-            "extensions/qa-lab/src/providers/mock-openai/server.test.ts",
-            "extensions/qa-lab/src/providers/mock-openai/server.ts"
+            "src/auto-reply/reply/agent-runner.misc.runreplyagent.test.ts",
+            "src/auto-reply/reply/agent-runner.ts"
           ],
           "shared_directories": [
-            "extensions/qa-lab/src/providers/mock-openai",
-            "extensions/qa-lab/src/providers",
-            "extensions/qa-lab/src",
-            "extensions/qa-lab",
-            "src/agents",
-            "extensions",
+            "src/auto-reply/reply",
+            "src/auto-reply",
+            "src/config",
             "src"
           ]
         }
@@ -38921,7 +39462,7 @@
           "left_pr_number": 65649,
           "right_pr_number": 68462,
           "similarity": 0.362,
-          "content_similarity": 0.156,
+          "content_similarity": 0.157,
           "size_similarity": 0.768,
           "breadth_similarity": 0.875,
           "concentration_similarity": 1.0,
@@ -38935,6 +39476,92 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-70651-3",
+      "pr_numbers": [
+        70651,
+        72667,
+        72869
+      ],
+      "representative_pr_number": 72667,
+      "average_similarity": 0.414,
+      "summary": "3 open PRs share weighted file overlap around `extensions/feishu/src/outbound.test.ts`, `extensions/feishu/src/outbound.ts`; representative PR #72667.",
+      "shared_filenames": [
+        "extensions/feishu/src/outbound.test.ts",
+        "extensions/feishu/src/outbound.ts"
+      ],
+      "shared_directories": [
+        "extensions/feishu/src",
+        "extensions/feishu",
+        "extensions",
+        "ui/src/ui",
+        "ui/src",
+        "src/gateway",
+        "ui",
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 70651,
+          "right_pr_number": 72667,
+          "similarity": 0.559,
+          "content_similarity": 0.529,
+          "size_similarity": 0.736,
+          "breadth_similarity": 0.307,
+          "concentration_similarity": 0.953,
+          "shared_filenames": [
+            "extensions/feishu/src/outbound.test.ts",
+            "extensions/feishu/src/outbound.ts"
+          ],
+          "shared_directories": [
+            "extensions/feishu/src",
+            "extensions/feishu",
+            "extensions"
+          ]
+        },
+        {
+          "left_pr_number": 72667,
+          "right_pr_number": 72869,
+          "similarity": 0.376,
+          "content_similarity": 0.199,
+          "size_similarity": 0.975,
+          "breadth_similarity": 0.45,
+          "concentration_similarity": 0.904,
+          "shared_filenames": [
+            "extensions/feishu/src/outbound.test.ts",
+            "extensions/feishu/src/outbound.ts"
+          ],
+          "shared_directories": [
+            "extensions/feishu/src",
+            "extensions/feishu",
+            "extensions"
+          ]
+        },
+        {
+          "left_pr_number": 70651,
+          "right_pr_number": 72869,
+          "similarity": 0.306,
+          "content_similarity": 0.111,
+          "size_similarity": 0.756,
+          "breadth_similarity": 0.676,
+          "concentration_similarity": 0.951,
+          "shared_filenames": [
+            "extensions/feishu/src/outbound.test.ts",
+            "extensions/feishu/src/outbound.ts"
+          ],
+          "shared_directories": [
+            "extensions/feishu/src",
+            "ui/src/ui",
+            "extensions/feishu",
+            "src/gateway",
+            "ui/src",
+            "extensions",
+            "src",
+            "ui"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-51706-3",
       "pr_numbers": [
@@ -38957,8 +39584,8 @@
         {
           "left_pr_number": 51706,
           "right_pr_number": 65381,
-          "similarity": 0.442,
-          "content_similarity": 0.458,
+          "similarity": 0.443,
+          "content_similarity": 0.46,
           "size_similarity": 0.333,
           "breadth_similarity": 0.417,
           "concentration_similarity": 0.593,
@@ -39028,7 +39655,7 @@
           "left_pr_number": 64963,
           "right_pr_number": 72814,
           "similarity": 0.503,
-          "content_similarity": 0.507,
+          "content_similarity": 0.506,
           "size_similarity": 0.158,
           "breadth_similarity": 0.75,
           "concentration_similarity": 1.0,
@@ -39045,7 +39672,7 @@
           "left_pr_number": 40756,
           "right_pr_number": 64963,
           "similarity": 0.386,
-          "content_similarity": 0.137,
+          "content_similarity": 0.138,
           "size_similarity": 0.931,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -39060,8 +39687,8 @@
         {
           "left_pr_number": 40756,
           "right_pr_number": 72814,
-          "similarity": 0.313,
-          "content_similarity": 0.237,
+          "similarity": 0.314,
+          "content_similarity": 0.239,
           "size_similarity": 0.147,
           "breadth_similarity": 0.75,
           "concentration_similarity": 1.0,
@@ -39075,107 +39702,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-52776-3",
-      "pr_numbers": [
-        52776,
-        65258,
-        70477
-      ],
-      "representative_pr_number": 65258,
-      "average_similarity": 0.4,
-      "summary": "3 open PRs share weighted file overlap around `ui/src/ui/app-render.helpers.ts`, `ui/src/ui/app-render.ts`, `ui/src/ui/app-tool-stream.node.test.ts`; representative PR #65258.",
-      "shared_filenames": [
-        "ui/src/ui/app-render.helpers.ts",
-        "ui/src/ui/app-render.ts",
-        "ui/src/ui/app-tool-stream.node.test.ts",
-        "ui/src/ui/app-tool-stream.ts",
-        "ui/src/ui/app-gateway.node.test.ts",
-        "ui/src/styles/chat/layout.css",
-        "ui/src/ui/app-gateway.ts",
-        "ui/src/ui/views/chat.test.ts"
-      ],
-      "shared_directories": [
-        "ui/src/ui",
-        "ui/src",
-        "ui",
-        "ui/src/styles/chat",
-        "ui/src/ui/chat",
-        "ui/src/ui/views",
-        "ui/src/styles",
-        "src/commands"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 65258,
-          "right_pr_number": 70477,
-          "similarity": 0.511,
-          "content_similarity": 0.441,
-          "size_similarity": 0.479,
-          "breadth_similarity": 0.894,
-          "concentration_similarity": 0.824,
-          "shared_filenames": [
-            "ui/src/styles/chat/layout.css",
-            "ui/src/ui/app-gateway.node.test.ts",
-            "ui/src/ui/app-gateway.ts",
-            "ui/src/ui/app-render.helpers.ts",
-            "ui/src/ui/app-render.ts",
-            "ui/src/ui/app-tool-stream.node.test.ts",
-            "ui/src/ui/app-tool-stream.ts",
-            "ui/src/ui/app-view-state.ts",
-            "ui/src/ui/app.ts",
-            "ui/src/ui/views/chat.test.ts"
-          ],
-          "shared_directories": [
-            "ui/src/styles/chat",
-            "ui/src/ui/chat",
-            "ui/src/ui/views",
-            "ui/src/styles",
-            "ui/src/ui",
-            "src/commands",
-            "ui/src",
-            "src",
-            "ui"
-          ]
-        },
-        {
-          "left_pr_number": 52776,
-          "right_pr_number": 65258,
-          "similarity": 0.367,
-          "content_similarity": 0.211,
-          "size_similarity": 0.829,
-          "breadth_similarity": 0.65,
-          "concentration_similarity": 0.59,
-          "shared_filenames": [
-            "ui/src/ui/app-render.helpers.ts",
-            "ui/src/ui/app-render.ts"
-          ],
-          "shared_directories": [
-            "ui/src/ui",
-            "ui/src",
-            "ui"
-          ]
-        },
-        {
-          "left_pr_number": 52776,
-          "right_pr_number": 70477,
-          "similarity": 0.322,
-          "content_similarity": 0.194,
-          "size_similarity": 0.577,
-          "breadth_similarity": 0.611,
-          "concentration_similarity": 0.767,
-          "shared_filenames": [
-            "ui/src/ui/app-render.helpers.ts",
-            "ui/src/ui/app-render.ts"
-          ],
-          "shared_directories": [
-            "ui/src/ui",
-            "ui/src",
-            "ui"
-          ]
-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-41222-3",
       "pr_numbers": [
@@ -39248,6 +39774,86 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-42319-3",
+      "pr_numbers": [
+        42319,
+        53670,
+        72417
+      ],
+      "representative_pr_number": 42319,
+      "average_similarity": 0.394,
+      "summary": "3 open PRs share weighted file overlap around `src/commands/health.snapshot.test.ts`, `src/commands/health.ts`, `src/gateway/server/health-state.ts`; representative PR #42319.",
+      "shared_filenames": [
+        "src/commands/health.snapshot.test.ts",
+        "src/commands/health.ts",
+        "src/gateway/server/health-state.ts",
+        "src/gateway/server.impl.ts"
+      ],
+      "shared_directories": [
+        "src/commands",
+        "src",
+        "src/gateway/server",
+        "src/gateway"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 42319,
+          "right_pr_number": 72417,
+          "similarity": 0.432,
+          "content_similarity": 0.25,
+          "size_similarity": 0.989,
+          "breadth_similarity": 0.673,
+          "concentration_similarity": 0.827,
+          "shared_filenames": [
+            "src/commands/health.snapshot.test.ts",
+            "src/commands/health.ts",
+            "src/gateway/server.impl.ts",
+            "src/gateway/server/health-state.ts"
+          ],
+          "shared_directories": [
+            "src/gateway/server",
+            "src/commands",
+            "src/gateway",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 42319,
+          "right_pr_number": 53670,
+          "similarity": 0.429,
+          "content_similarity": 0.35,
+          "size_similarity": 0.63,
+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.777,
+          "shared_filenames": [
+            "src/commands/health.snapshot.test.ts",
+            "src/commands/health.ts"
+          ],
+          "shared_directories": [
+            "src/commands",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 53670,
+          "right_pr_number": 72417,
+          "similarity": 0.322,
+          "content_similarity": 0.236,
+          "size_similarity": 0.623,
+          "breadth_similarity": 0.336,
+          "concentration_similarity": 0.604,
+          "shared_filenames": [
+            "src/commands/health.snapshot.test.ts",
+            "src/commands/health.ts"
+          ],
+          "shared_directories": [
+            "src/commands",
+            "src"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-43565-3",
       "pr_numbers": [
@@ -39280,8 +39886,8 @@
         {
           "left_pr_number": 43565,
           "right_pr_number": 59949,
-          "similarity": 0.498,
-          "content_similarity": 0.391,
+          "similarity": 0.497,
+          "content_similarity": 0.39,
           "size_similarity": 0.717,
           "breadth_similarity": 0.727,
           "concentration_similarity": 0.87,
@@ -39307,8 +39913,8 @@
         {
           "left_pr_number": 59949,
           "right_pr_number": 60981,
-          "similarity": 0.343,
-          "content_similarity": 0.264,
+          "similarity": 0.342,
+          "content_similarity": 0.263,
           "size_similarity": 0.457,
           "breadth_similarity": 0.622,
           "concentration_similarity": 0.548,
@@ -39334,8 +39940,8 @@
         {
           "left_pr_number": 43565,
           "right_pr_number": 60981,
-          "similarity": 0.34,
-          "content_similarity": 0.3,
+          "similarity": 0.339,
+          "content_similarity": 0.299,
           "size_similarity": 0.328,
           "breadth_similarity": 0.467,
           "concentration_similarity": 0.677,
@@ -39370,7 +39976,7 @@
         68554
       ],
       "representative_pr_number": 66174,
-      "average_similarity": 0.391,
+      "average_similarity": 0.392,
       "summary": "3 open PRs share weighted file overlap around `src/config/sessions/store.ts`, `src/config/sessions/store.pruning.integration.test.ts`; representative PR #66174.",
       "shared_filenames": [
         "src/config/sessions/store.ts",
@@ -39385,8 +39991,8 @@
         {
           "left_pr_number": 54486,
           "right_pr_number": 66174,
-          "similarity": 0.535,
-          "content_similarity": 0.542,
+          "similarity": 0.536,
+          "content_similarity": 0.543,
           "size_similarity": 0.348,
           "breadth_similarity": 0.55,
           "concentration_similarity": 0.968,
@@ -39421,7 +40027,7 @@
           "left_pr_number": 54486,
           "right_pr_number": 68554,
           "similarity": 0.238,
-          "content_similarity": 0.214,
+          "content_similarity": 0.215,
           "size_similarity": 0.028,
           "breadth_similarity": 0.35,
           "concentration_similarity": 0.968,
@@ -39516,76 +40122,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-53629-3",
-      "pr_numbers": [
-        53629,
-        63695,
-        72501
-      ],
-      "representative_pr_number": 53629,
-      "average_similarity": 0.382,
-      "summary": "3 open PRs share weighted file overlap around `extensions/telegram/src/allowed-updates.ts`, `extensions/telegram/src/bot-handlers.runtime.ts`; representative PR #53629.",
-      "shared_filenames": [
-        "extensions/telegram/src/allowed-updates.ts",
-        "extensions/telegram/src/bot-handlers.runtime.ts"
-      ],
-      "shared_directories": [
-        "extensions/telegram/src",
-        "extensions/telegram",
-        "extensions"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 53629,
-          "right_pr_number": 72501,
-          "similarity": 0.422,
-          "content_similarity": 0.229,
-          "size_similarity": 0.885,
-          "breadth_similarity": 0.786,
-          "concentration_similarity": 1.0,
-          "shared_filenames": [
-            "extensions/telegram/src/allowed-updates.ts",
-            "extensions/telegram/src/bot-handlers.runtime.ts"
-          ],
-          "shared_directories": [
-            "extensions/telegram/src",
-            "extensions/telegram",
-            "extensions"
-          ]
-        },
-        {
-          "left_pr_number": 53629,
-          "right_pr_number": 63695,
-          "similarity": 0.377,
-          "content_similarity": 0.13,
-          "size_similarity": 0.992,
-          "breadth_similarity": 0.875,
-          "concentration_similarity": 1.0,
-          "shared_filenames": [],
-          "shared_directories": [
-            "extensions/telegram/src",
-            "extensions/telegram",
-            "extensions"
-          ]
-        },
-        {
-          "left_pr_number": 63695,
-          "right_pr_number": 72501,
-          "similarity": 0.347,
-          "content_similarity": 0.131,
-          "size_similarity": 0.892,
-          "breadth_similarity": 0.714,
-          "concentration_similarity": 1.0,
-          "shared_filenames": [],
-          "shared_directories": [
-            "extensions/telegram/src",
-            "extensions/telegram",
-            "extensions"
-          ]
-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-66444-3",
       "pr_numbers": [
@@ -39711,7 +40247,7 @@
           "left_pr_number": 39748,
           "right_pr_number": 42832,
           "similarity": 0.337,
-          "content_similarity": 0.233,
+          "content_similarity": 0.234,
           "size_similarity": 0.426,
           "breadth_similarity": 0.625,
           "concentration_similarity": 0.939,
@@ -39759,8 +40295,8 @@
         {
           "left_pr_number": 66120,
           "right_pr_number": 70799,
-          "similarity": 0.385,
-          "content_similarity": 0.193,
+          "similarity": 0.386,
+          "content_similarity": 0.194,
           "size_similarity": 0.667,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -39857,7 +40393,7 @@
           "left_pr_number": 64907,
           "right_pr_number": 69988,
           "similarity": 0.315,
-          "content_similarity": 0.241,
+          "content_similarity": 0.24,
           "size_similarity": 0.261,
           "breadth_similarity": 0.661,
           "concentration_similarity": 0.824,
@@ -39930,7 +40466,7 @@
         {
           "left_pr_number": 32558,
           "right_pr_number": 70287,
-          "similarity": 0.344,
+          "similarity": 0.345,
           "content_similarity": 0.177,
           "size_similarity": 0.751,
           "breadth_similarity": 0.583,
@@ -40038,7 +40574,7 @@
           "left_pr_number": 38744,
           "right_pr_number": 51011,
           "similarity": 0.407,
-          "content_similarity": 0.296,
+          "content_similarity": 0.295,
           "size_similarity": 0.502,
           "breadth_similarity": 0.833,
           "concentration_similarity": 0.827,
@@ -40095,7 +40631,7 @@
         43574
       ],
       "representative_pr_number": 41410,
-      "average_similarity": 0.358,
+      "average_similarity": 0.359,
       "summary": "3 open PRs share weighted file overlap around `src/channels/plugins/actions/actions.test.ts`, `src/agents/tools/telegram-actions.test.ts`, `src/agents/tools/telegram-actions.ts`; representative PR #41410.",
       "shared_filenames": [
         "src/channels/plugins/actions/actions.test.ts",
@@ -40176,6 +40712,72 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-53636-3",
+      "pr_numbers": [
+        53636,
+        66485,
+        68925
+      ],
+      "representative_pr_number": 68925,
+      "average_similarity": 0.358,
+      "summary": "3 open PRs cluster in `ui/src/ui`, `ui/src`, `ui` with similar change breadth; representative PR #68925.",
+      "shared_filenames": [],
+      "shared_directories": [
+        "ui/src/ui",
+        "ui/src",
+        "ui",
+        "ui/src/ui/views"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 66485,
+          "right_pr_number": 68925,
+          "similarity": 0.386,
+          "content_similarity": 0.149,
+          "size_similarity": 0.889,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 0.972,
+          "shared_filenames": [],
+          "shared_directories": [
+            "ui/src/ui",
+            "ui/src",
+            "ui"
+          ]
+        },
+        {
+          "left_pr_number": 53636,
+          "right_pr_number": 68925,
+          "similarity": 0.354,
+          "content_similarity": 0.136,
+          "size_similarity": 0.75,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 0.917,
+          "shared_filenames": [],
+          "shared_directories": [
+            "ui/src/ui/views",
+            "ui/src/ui",
+            "ui/src",
+            "ui"
+          ]
+        },
+        {
+          "left_pr_number": 53636,
+          "right_pr_number": 66485,
+          "similarity": 0.333,
+          "content_similarity": 0.126,
+          "size_similarity": 0.667,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 0.889,
+          "shared_filenames": [],
+          "shared_directories": [
+            "ui/src/ui",
+            "ui/src",
+            "ui"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-20802-3",
       "pr_numbers": [
@@ -40206,8 +40808,8 @@
         {
           "left_pr_number": 61485,
           "right_pr_number": 70990,
-          "similarity": 0.366,
-          "content_similarity": 0.18,
+          "similarity": 0.367,
+          "content_similarity": 0.181,
           "size_similarity": 0.731,
           "breadth_similarity": 0.889,
           "concentration_similarity": 0.829,
@@ -40230,8 +40832,8 @@
         {
           "left_pr_number": 20802,
           "right_pr_number": 61485,
-          "similarity": 0.357,
-          "content_similarity": 0.173,
+          "similarity": 0.356,
+          "content_similarity": 0.172,
           "size_similarity": 0.731,
           "breadth_similarity": 0.819,
           "concentration_similarity": 0.881,
@@ -40269,67 +40871,69 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-53636-3",
+      "cluster_id": "pr-scope-63356-3",
       "pr_numbers": [
-        53636,
-        66485,
-        68925
+        63356,
+        73086,
+        73158
+      ],
+      "representative_pr_number": 73086,
+      "average_similarity": 0.355,
+      "summary": "3 open PRs share weighted file overlap around `extensions/signal/src/monitor.ts`; representative PR #73086.",
+      "shared_filenames": [
+        "extensions/signal/src/monitor.ts"
       ],
-      "representative_pr_number": 68925,
-      "average_similarity": 0.357,
-      "summary": "3 open PRs cluster in `ui/src/ui`, `ui/src`, `ui` with similar change breadth; representative PR #68925.",
-      "shared_filenames": [],
       "shared_directories": [
-        "ui/src/ui",
-        "ui/src",
-        "ui",
-        "ui/src/ui/views"
+        "extensions/signal/src",
+        "extensions/signal",
+        "extensions"
       ],
       "pairwise": [
         {
-          "left_pr_number": 66485,
-          "right_pr_number": 68925,
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-          "content_similarity": 0.149,
-          "size_similarity": 0.889,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 0.972,
+          "left_pr_number": 63356,
+          "right_pr_number": 73086,
+          "similarity": 0.375,
+          "content_similarity": 0.175,
+          "size_similarity": 0.882,
+          "breadth_similarity": 0.7,
+          "concentration_similarity": 1.0,
           "shared_filenames": [],
           "shared_directories": [
-            "ui/src/ui",
-            "ui/src",
-            "ui"
+            "extensions/signal/src",
+            "extensions/signal",
+            "extensions"
           ]
         },
         {
-          "left_pr_number": 53636,
-          "right_pr_number": 68925,
-          "similarity": 0.353,
-          "content_similarity": 0.136,
-          "size_similarity": 0.75,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 0.917,
-          "shared_filenames": [],
+          "left_pr_number": 73086,
+          "right_pr_number": 73158,
+          "similarity": 0.355,
+          "content_similarity": 0.194,
+          "size_similarity": 0.867,
+          "breadth_similarity": 0.467,
+          "concentration_similarity": 0.846,
+          "shared_filenames": [
+            "extensions/signal/src/monitor.ts"
+          ],
           "shared_directories": [
-            "ui/src/ui/views",
-            "ui/src/ui",
-            "ui/src",
-            "ui"
+            "extensions/signal/src",
+            "extensions/signal",
+            "extensions"
           ]
         },
         {
-          "left_pr_number": 53636,
-          "right_pr_number": 66485,
-          "similarity": 0.333,
-          "content_similarity": 0.126,
-          "size_similarity": 0.667,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 0.889,
+          "left_pr_number": 63356,
+          "right_pr_number": 73158,
+          "similarity": 0.335,
+          "content_similarity": 0.183,
+          "size_similarity": 0.765,
+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.846,
           "shared_filenames": [],
           "shared_directories": [
-            "ui/src/ui",
-            "ui/src",
-            "ui"
+            "extensions/signal/src",
+            "extensions/signal",
+            "extensions"
           ]
         }
       ]
@@ -40441,7 +41045,7 @@
           "left_pr_number": 40894,
           "right_pr_number": 40950,
           "similarity": 0.361,
-          "content_similarity": 0.38,
+          "content_similarity": 0.381,
           "size_similarity": 0.13,
           "breadth_similarity": 0.389,
           "concentration_similarity": 0.721,
@@ -40481,141 +41085,56 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-47922-3",
+      "cluster_id": "pr-scope-66041-3",
       "pr_numbers": [
-        47922,
-        68341,
-        70609
-      ],
-      "representative_pr_number": 47922,
-      "average_similarity": 0.35,
-      "summary": "3 open PRs share weighted file overlap around `src/gateway/server-methods/send.test.ts`, `src/gateway/server-methods/send.ts`, `src/infra/outbound/message.test.ts`; representative PR #47922.",
-      "shared_filenames": [
-        "src/gateway/server-methods/send.test.ts",
-        "src/gateway/server-methods/send.ts",
-        "src/infra/outbound/message.test.ts",
-        "src/infra/outbound/message.ts",
-        "src/infra/outbound/deliver.ts"
-      ],
-      "shared_directories": [
-        "src/gateway/server-methods",
-        "src/gateway",
-        "src/agents",
-        "src",
-        "src/infra/outbound",
-        "src/infra"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 47922,
-          "right_pr_number": 70609,
-          "similarity": 0.39,
-          "content_similarity": 0.208,
-          "size_similarity": 0.882,
-          "breadth_similarity": 0.671,
-          "concentration_similarity": 0.903,
-          "shared_filenames": [
-            "src/gateway/server-methods/send.test.ts",
-            "src/gateway/server-methods/send.ts",
-            "src/infra/outbound/deliver.ts",
-            "src/infra/outbound/message.test.ts",
-            "src/infra/outbound/message.ts"
-          ],
-          "shared_directories": [
-            "src/gateway/server-methods",
-            "src/infra/outbound",
-            "src/agents",
-            "src/gateway",
-            "src/infra",
-            "src"
-          ]
-        },
-        {
-          "left_pr_number": 47922,
-          "right_pr_number": 68341,
-          "similarity": 0.34,
-          "content_similarity": 0.186,
-          "size_similarity": 0.886,
-          "breadth_similarity": 0.519,
-          "concentration_similarity": 0.502,
-          "shared_filenames": [
-            "src/gateway/server-methods/send.test.ts",
-            "src/gateway/server-methods/send.ts"
-          ],
-          "shared_directories": [
-            "src/gateway/server-methods",
-            "src/agents",
-            "src/gateway",
-            "src"
-          ]
-        },
-        {
-          "left_pr_number": 68341,
-          "right_pr_number": 70609,
-          "similarity": 0.318,
-          "content_similarity": 0.197,
-          "size_similarity": 0.782,
-          "breadth_similarity": 0.334,
-          "concentration_similarity": 0.599,
-          "shared_filenames": [
-            "src/gateway/server-methods/send.test.ts",
-            "src/gateway/server-methods/send.ts"
-          ],
-          "shared_directories": [
-            "src/gateway/server-methods",
-            "src/agents",
-            "src/gateway",
-            "src"
-          ]
-        }
-      ]
-    },
-    {
-      "cluster_id": "pr-scope-39772-3",
-      "pr_numbers": [
-        39772,
-        66795,
+        66041,
+        66247,
         68325
       ],
-      "representative_pr_number": 66795,
-      "average_similarity": 0.348,
-      "summary": "3 open PRs share weighted file overlap around `extensions/telegram/src/bot.test.ts`, `extensions/telegram/src/bot-handlers.runtime.ts`; representative PR #66795.",
+      "representative_pr_number": 66247,
+      "average_similarity": 0.352,
+      "summary": "3 open PRs share weighted file overlap around `extensions/telegram/src/bot.create-telegram-bot.test.ts`, `extensions/telegram/src/bot.create-telegram-bot.test-harness.ts`; representative PR #66247.",
       "shared_filenames": [
-        "extensions/telegram/src/bot.test.ts",
-        "extensions/telegram/src/bot-handlers.runtime.ts"
+        "extensions/telegram/src/bot.create-telegram-bot.test.ts",
+        "extensions/telegram/src/bot.create-telegram-bot.test-harness.ts"
       ],
       "shared_directories": [
         "extensions/telegram/src",
         "extensions/telegram",
-        "extensions"
+        "extensions",
+        "docs",
+        "src"
       ],
       "pairwise": [
         {
-          "left_pr_number": 39772,
-          "right_pr_number": 66795,
-          "similarity": 0.389,
-          "content_similarity": 0.14,
-          "size_similarity": 0.938,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 1.0,
-          "shared_filenames": [],
+          "left_pr_number": 66247,
+          "right_pr_number": 68325,
+          "similarity": 0.355,
+          "content_similarity": 0.275,
+          "size_similarity": 0.198,
+          "breadth_similarity": 0.864,
+          "concentration_similarity": 0.926,
+          "shared_filenames": [
+            "extensions/telegram/src/bot.create-telegram-bot.test-harness.ts",
+            "extensions/telegram/src/bot.create-telegram-bot.test.ts"
+          ],
           "shared_directories": [
             "extensions/telegram/src",
             "extensions/telegram",
-            "extensions"
+            "extensions",
+            "src"
           ]
         },
         {
-          "left_pr_number": 66795,
-          "right_pr_number": 68325,
-          "similarity": 0.355,
-          "content_similarity": 0.21,
-          "size_similarity": 0.927,
-          "breadth_similarity": 0.258,
-          "concentration_similarity": 0.878,
+          "left_pr_number": 66041,
+          "right_pr_number": 66247,
+          "similarity": 0.353,
+          "content_similarity": 0.341,
+          "size_similarity": 0.089,
+          "breadth_similarity": 0.521,
+          "concentration_similarity": 0.979,
           "shared_filenames": [
-            "extensions/telegram/src/bot-handlers.runtime.ts",
-            "extensions/telegram/src/bot.test.ts"
+            "extensions/telegram/src/bot.create-telegram-bot.test.ts"
           ],
           "shared_directories": [
             "extensions/telegram/src",
@@ -40624,17 +41143,20 @@
           ]
         },
         {
-          "left_pr_number": 39772,
+          "left_pr_number": 66041,
           "right_pr_number": 68325,
-          "similarity": 0.299,
-          "content_similarity": 0.116,
-          "size_similarity": 0.988,
-          "breadth_similarity": 0.258,
-          "concentration_similarity": 0.878,
-          "shared_filenames": [],
+          "similarity": 0.349,
+          "content_similarity": 0.271,
+          "size_similarity": 0.451,
+          "breadth_similarity": 0.47,
+          "concentration_similarity": 0.905,
+          "shared_filenames": [
+            "extensions/telegram/src/bot.create-telegram-bot.test.ts"
+          ],
           "shared_directories": [
             "extensions/telegram/src",
             "extensions/telegram",
+            "docs",
             "extensions"
           ]
         }
@@ -40648,7 +41170,7 @@
         72314
       ],
       "representative_pr_number": 43276,
-      "average_similarity": 0.347,
+      "average_similarity": 0.348,
       "summary": "3 open PRs cluster in `src/auto-reply/reply`, `src/auto-reply`, `src` with similar change breadth; representative PR #43276.",
       "shared_filenames": [],
       "shared_directories": [
@@ -40691,7 +41213,7 @@
           "left_pr_number": 64703,
           "right_pr_number": 72314,
           "similarity": 0.342,
-          "content_similarity": 0.067,
+          "content_similarity": 0.068,
           "size_similarity": 0.964,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -40712,7 +41234,7 @@
         68446
       ],
       "representative_pr_number": 68446,
-      "average_similarity": 0.345,
+      "average_similarity": 0.346,
       "summary": "3 open PRs cluster in `extensions/whatsapp/src`, `extensions/whatsapp`, `extensions` with similar change breadth; representative PR #68446.",
       "shared_filenames": [],
       "shared_directories": [
@@ -40724,8 +41246,8 @@
         {
           "left_pr_number": 66378,
           "right_pr_number": 68446,
-          "similarity": 0.375,
-          "content_similarity": 0.136,
+          "similarity": 0.376,
+          "content_similarity": 0.137,
           "size_similarity": 0.864,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -40739,8 +41261,8 @@
         {
           "left_pr_number": 53918,
           "right_pr_number": 68446,
-          "similarity": 0.34,
-          "content_similarity": 0.146,
+          "similarity": 0.341,
+          "content_similarity": 0.147,
           "size_similarity": 0.589,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -40754,8 +41276,8 @@
         {
           "left_pr_number": 53918,
           "right_pr_number": 66378,
-          "similarity": 0.321,
-          "content_similarity": 0.136,
+          "similarity": 0.322,
+          "content_similarity": 0.137,
           "size_similarity": 0.509,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -40894,62 +41416,66 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-69894-2",
+      "cluster_id": "pr-scope-72383-2",
       "pr_numbers": [
-        69894,
-        72448
+        72383,
+        72384
       ],
-      "representative_pr_number": 69894,
-      "average_similarity": 0.969,
-      "summary": "2 open PRs share weighted file overlap around `extensions/ollama/src/stream.test.ts`, `extensions/ollama/src/stream.ts`, `src/auto-reply/reply/commands-models.test.ts`; representative PR #69894.",
+      "representative_pr_number": 72383,
+      "average_similarity": 0.956,
+      "summary": "2 open PRs share weighted file overlap around `extensions/browser/src/browser/client-fetch.attach-only.e2e.test.ts`, `extensions/comfy/comfy.live.test.ts`, `extensions/discord/src/client.proxy.test.ts`; representative PR #72383.",
       "shared_filenames": [
-        "extensions/ollama/src/stream.test.ts",
-        "extensions/ollama/src/stream.ts",
-        "src/auto-reply/reply/commands-models.test.ts",
-        "src/auto-reply/reply/commands-models.ts",
-        "src/security/windows-acl.ts",
-        "ui/src/ui/markdown.test.ts",
-        "ui/src/ui/markdown.ts"
+        "extensions/browser/src/browser/client-fetch.attach-only.e2e.test.ts",
+        "extensions/comfy/comfy.live.test.ts",
+        "extensions/discord/src/client.proxy.test.ts",
+        "extensions/discord/src/send.webhook.proxy.test.ts",
+        "extensions/music-generation-providers.live.test.ts",
+        "extensions/video-generation-providers.live.test.ts",
+        "src/agents/harness/lifecycle-hook-helpers.test.ts",
+        "src/agents/harness/lifecycle-hook-helpers.ts"
       ],
       "shared_directories": [
-        "extensions/ollama/src",
-        "ui/src/ui",
-        "src/auto-reply/reply",
-        "extensions/ollama",
-        "src/security",
-        "ui/src",
-        "src/auto-reply",
-        "ui"
+        "apps/shared/OpenClawKit/Sources/OpenClawProtocol",
+        "extensions/browser/src/browser",
+        "apps/macos/Sources/OpenClawProtocol",
+        "apps/shared/OpenClawKit/Sources",
+        "src/gateway/protocol/schema",
+        "src/agents/pi-embedded-runner/run",
+        "extensions/diagnostics-otel/src",
+        "src/agents/test-helpers"
       ],
       "pairwise": [
         {
-          "left_pr_number": 69894,
-          "right_pr_number": 72448,
-          "similarity": 0.969,
-          "content_similarity": 0.985,
-          "size_similarity": 0.974,
-          "breadth_similarity": 0.838,
-          "concentration_similarity": 0.985,
+          "left_pr_number": 72383,
+          "right_pr_number": 72384,
+          "similarity": 0.956,
+          "content_similarity": 0.958,
+          "size_similarity": 0.919,
+          "breadth_similarity": 0.991,
+          "concentration_similarity": 0.967,
           "shared_filenames": [
-            "extensions/ollama/src/stream.test.ts",
-            "extensions/ollama/src/stream.ts",
-            "src/auto-reply/reply/commands-models.test.ts",
-            "src/auto-reply/reply/commands-models.ts",
-            "src/security/windows-acl.ts",
-            "ui/src/ui/markdown.test.ts",
-            "ui/src/ui/markdown.ts"
+            "CHANGELOG.md",
+            "apps/macos/Sources/OpenClawProtocol/GatewayModels.swift",
+            "apps/shared/OpenClawKit/Sources/OpenClawProtocol/GatewayModels.swift",
+            "docs/.generated/plugin-sdk-api-baseline.sha256",
+            "docs/plugins/hooks.md",
+            "docs/plugins/sdk-overview.md",
+            "extensions/amazon-bedrock/index.test.ts",
+            "extensions/browser/src/browser/client-fetch.attach-only.e2e.test.ts",
+            "extensions/comfy/comfy.live.test.ts",
+            "extensions/diagnostics-otel/src/service.ts"
           ],
           "shared_directories": [
-            "extensions/ollama/src",
-            "src/auto-reply/reply",
-            "ui/src/ui",
-            "extensions/ollama",
-            "src/auto-reply",
-            "src/security",
-            "ui/src",
-            "extensions",
-            "src",
-            "ui"
+            "apps/shared/OpenClawKit/Sources/OpenClawProtocol",
+            "apps/macos/Sources/OpenClawProtocol",
+            "apps/shared/OpenClawKit/Sources",
+            "extensions/browser/src/browser",
+            "src/agents/pi-embedded-runner/run",
+            "src/gateway/protocol/schema",
+            "apps/macos/Sources",
+            "apps/shared/OpenClawKit",
+            "extensions/browser/src",
+            "extensions/diagnostics-otel/src"
           ]
         }
       ]
@@ -41005,8 +41531,8 @@
         "test/helpers/channels/channel-plugin-catalog-contract-suites.ts",
         "scripts/lib/official-external-channel-catalog.json",
         "src/channels/plugins/contracts/channel-catalog.contract.test.ts",
-        "docs/plugins/community.md",
         "test/official-channel-catalog.test.ts",
+        "docs/plugins/community.md",
         "CONTRIBUTING.md",
         "CHANGELOG.md"
       ],
@@ -41416,94 +41942,35 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-43204-2",
+      "cluster_id": "pr-scope-64617-2",
       "pr_numbers": [
-        43204,
-        43793
+        64617,
+        73107
       ],
-      "representative_pr_number": 43204,
-      "average_similarity": 0.838,
-      "summary": "2 open PRs share weighted file overlap around `apps/macos/Sources/OpenClaw/GeneralSettings.swift`, `apps/macos/Sources/OpenClaw/NodeMode/MacNodeBrowserProxy.swift`, `apps/macos/Sources/OpenClaw/OnboardingView+Pages.swift`; representative PR #43204.",
+      "representative_pr_number": 64617,
+      "average_similarity": 0.844,
+      "summary": "2 open PRs share weighted file overlap around `src/commands/doctor-state-integrity.test.ts`; representative PR #64617.",
       "shared_filenames": [
-        "apps/macos/Sources/OpenClaw/GeneralSettings.swift",
-        "apps/macos/Sources/OpenClaw/NodeMode/MacNodeBrowserProxy.swift",
-        "apps/macos/Sources/OpenClaw/OnboardingView+Pages.swift",
-        "apps/macos/Sources/OpenClaw/RemoteGatewayProbe.swift",
-        "apps/macos/Sources/OpenClaw/TalkModeGatewayConfig.swift",
-        "apps/macos/Sources/OpenClaw/AppState.swift"
+        "src/commands/doctor-state-integrity.test.ts"
       ],
       "shared_directories": [
-        "apps/macos/Sources/OpenClaw/NodeMode",
-        "apps/macos/Sources/OpenClaw",
-        "apps/macos/Sources",
-        "apps/macos",
-        "apps",
-        "extensions",
-        "src"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 43204,
-          "right_pr_number": 43793,
-          "similarity": 0.838,
-          "content_similarity": 0.848,
-          "size_similarity": 0.831,
-          "breadth_similarity": 0.762,
-          "concentration_similarity": 0.871,
-          "shared_filenames": [
-            "apps/macos/Sources/OpenClaw/AppState.swift",
-            "apps/macos/Sources/OpenClaw/GeneralSettings.swift",
-            "apps/macos/Sources/OpenClaw/NodeMode/MacNodeBrowserProxy.swift",
-            "apps/macos/Sources/OpenClaw/OnboardingView+Pages.swift",
-            "apps/macos/Sources/OpenClaw/RemoteGatewayProbe.swift",
-            "apps/macos/Sources/OpenClaw/TalkModeGatewayConfig.swift"
-          ],
-          "shared_directories": [
-            "apps/macos/Sources/OpenClaw/NodeMode",
-            "apps/macos/Sources/OpenClaw",
-            "apps/macos/Sources",
-            "apps/macos",
-            "apps",
-            "extensions",
-            "src"
-          ]
-        }
-      ]
-    },
-    {
-      "cluster_id": "pr-scope-58133-2",
-      "pr_numbers": [
-        58133,
-        65171
-      ],
-      "representative_pr_number": 58133,
-      "average_similarity": 0.836,
-      "summary": "2 open PRs share weighted file overlap around `src/agents/tools/sessions-send-tool.a2a.ts`, `src/agents/openclaw-tools.sessions.test.ts`; representative PR #58133.",
-      "shared_filenames": [
-        "src/agents/tools/sessions-send-tool.a2a.ts",
-        "src/agents/openclaw-tools.sessions.test.ts"
-      ],
-      "shared_directories": [
-        "src/agents/tools",
-        "src/agents",
+        "src/commands",
         "src"
       ],
       "pairwise": [
         {
-          "left_pr_number": 58133,
-          "right_pr_number": 65171,
-          "similarity": 0.836,
-          "content_similarity": 0.866,
-          "size_similarity": 0.678,
-          "breadth_similarity": 0.833,
-          "concentration_similarity": 0.901,
+          "left_pr_number": 64617,
+          "right_pr_number": 73107,
+          "similarity": 0.844,
+          "content_similarity": 0.878,
+          "size_similarity": 0.692,
+          "breadth_similarity": 0.75,
+          "concentration_similarity": 1.0,
           "shared_filenames": [
-            "src/agents/openclaw-tools.sessions.test.ts",
-            "src/agents/tools/sessions-send-tool.a2a.ts"
+            "src/commands/doctor-state-integrity.test.ts"
           ],
           "shared_directories": [
-            "src/agents/tools",
-            "src/agents",
+            "src/commands",
             "src"
           ]
         }
@@ -41792,7 +42259,7 @@
         67652
       ],
       "representative_pr_number": 63015,
-      "average_similarity": 0.737,
+      "average_similarity": 0.738,
       "summary": "2 open PRs share weighted file overlap around `src/plugin-sdk/reply-payload.test.ts`, `src/plugin-sdk/reply-payload.ts`; representative PR #63015.",
       "shared_filenames": [
         "src/plugin-sdk/reply-payload.test.ts",
@@ -41806,7 +42273,7 @@
         {
           "left_pr_number": 63015,
           "right_pr_number": 67652,
-          "similarity": 0.737,
+          "similarity": 0.738,
           "content_similarity": 0.751,
           "size_similarity": 0.411,
           "breadth_similarity": 1.0,
@@ -41898,6 +42365,43 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-43411-2",
+      "pr_numbers": [
+        43411,
+        67041
+      ],
+      "representative_pr_number": 43411,
+      "average_similarity": 0.687,
+      "summary": "2 open PRs share weighted file overlap around `src/logging/redact.test.ts`, `src/logging/redact.ts`; representative PR #43411.",
+      "shared_filenames": [
+        "src/logging/redact.test.ts",
+        "src/logging/redact.ts"
+      ],
+      "shared_directories": [
+        "src/logging",
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 43411,
+          "right_pr_number": 67041,
+          "similarity": 0.687,
+          "content_similarity": 0.65,
+          "size_similarity": 0.548,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/logging/redact.test.ts",
+            "src/logging/redact.ts"
+          ],
+          "shared_directories": [
+            "src/logging",
+            "src"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-53445-2",
       "pr_numbers": [
@@ -41939,43 +42443,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-62643-2",
-      "pr_numbers": [
-        62643,
-        71882
-      ],
-      "representative_pr_number": 62643,
-      "average_similarity": 0.678,
-      "summary": "2 open PRs share weighted file overlap around `src/commands/status.scan.shared.test.ts`, `src/commands/status.scan.shared.ts`; representative PR #62643.",
-      "shared_filenames": [
-        "src/commands/status.scan.shared.test.ts",
-        "src/commands/status.scan.shared.ts"
-      ],
-      "shared_directories": [
-        "src/commands",
-        "src"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 62643,
-          "right_pr_number": 71882,
-          "similarity": 0.678,
-          "content_similarity": 0.65,
-          "size_similarity": 0.784,
-          "breadth_similarity": 0.625,
-          "concentration_similarity": 0.856,
-          "shared_filenames": [
-            "src/commands/status.scan.shared.test.ts",
-            "src/commands/status.scan.shared.ts"
-          ],
-          "shared_directories": [
-            "src/commands",
-            "src"
-          ]
-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-42895-2",
       "pr_numbers": [
@@ -41983,7 +42450,7 @@
         53718
       ],
       "representative_pr_number": 42895,
-      "average_similarity": 0.669,
+      "average_similarity": 0.67,
       "summary": "2 open PRs share weighted file overlap around `src/infra/home-dir.test.ts`, `src/infra/home-dir.ts`; representative PR #42895.",
       "shared_filenames": [
         "src/infra/home-dir.test.ts",
@@ -41997,7 +42464,7 @@
         {
           "left_pr_number": 42895,
           "right_pr_number": 53718,
-          "similarity": 0.669,
+          "similarity": 0.67,
           "content_similarity": 0.553,
           "size_similarity": 0.883,
           "breadth_similarity": 1.0,
@@ -42191,43 +42658,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-72613-2",
-      "pr_numbers": [
-        72613,
-        72623
-      ],
-      "representative_pr_number": 72613,
-      "average_similarity": 0.635,
-      "summary": "2 open PRs share weighted file overlap around `extensions/github-copilot/connection-bound-ids.test.ts`, `extensions/github-copilot/connection-bound-ids.ts`; representative PR #72613.",
-      "shared_filenames": [
-        "extensions/github-copilot/connection-bound-ids.test.ts",
-        "extensions/github-copilot/connection-bound-ids.ts"
-      ],
-      "shared_directories": [
-        "extensions/github-copilot",
-        "extensions"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 72613,
-          "right_pr_number": 72623,
-          "similarity": 0.635,
-          "content_similarity": 0.685,
-          "size_similarity": 0.269,
-          "breadth_similarity": 0.875,
-          "concentration_similarity": 0.553,
-          "shared_filenames": [
-            "extensions/github-copilot/connection-bound-ids.test.ts",
-            "extensions/github-copilot/connection-bound-ids.ts"
-          ],
-          "shared_directories": [
-            "extensions/github-copilot",
-            "extensions"
-          ]
-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-41025-2",
       "pr_numbers": [
@@ -42235,7 +42665,7 @@
         67103
       ],
       "representative_pr_number": 41025,
-      "average_similarity": 0.62,
+      "average_similarity": 0.63,
       "summary": "2 open PRs share weighted file overlap around `ui/src/ui/markdown.test.ts`, `ui/src/ui/markdown.ts`; representative PR #41025.",
       "shared_filenames": [
         "ui/src/ui/markdown.test.ts",
@@ -42250,8 +42680,8 @@
         {
           "left_pr_number": 41025,
           "right_pr_number": 67103,
-          "similarity": 0.62,
-          "content_similarity": 0.691,
+          "similarity": 0.63,
+          "content_similarity": 0.706,
           "size_similarity": 0.186,
           "breadth_similarity": 0.583,
           "concentration_similarity": 0.995,
@@ -42341,51 +42771,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-66613-2",
-      "pr_numbers": [
-        66613,
-        67572
-      ],
-      "representative_pr_number": 66613,
-      "average_similarity": 0.612,
-      "summary": "2 open PRs share weighted file overlap around `src/gateway/chat-attachments.test.ts`, `src/gateway/chat-attachments.ts`, `src/gateway/server-node-events.test.ts`; representative PR #66613.",
-      "shared_filenames": [
-        "src/gateway/chat-attachments.test.ts",
-        "src/gateway/chat-attachments.ts",
-        "src/gateway/server-node-events.test.ts",
-        "src/gateway/server-node-events.ts",
-        "src/gateway/server-methods/chat.directive-tags.test.ts"
-      ],
-      "shared_directories": [
-        "src/gateway/server-methods",
-        "src/gateway",
-        "src"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 66613,
-          "right_pr_number": 67572,
-          "similarity": 0.612,
-          "content_similarity": 0.712,
-          "size_similarity": 0.207,
-          "breadth_similarity": 0.5,
-          "concentration_similarity": 0.656,
-          "shared_filenames": [
-            "src/gateway/chat-attachments.test.ts",
-            "src/gateway/chat-attachments.ts",
-            "src/gateway/server-methods/chat.directive-tags.test.ts",
-            "src/gateway/server-node-events.test.ts",
-            "src/gateway/server-node-events.ts"
-          ],
-          "shared_directories": [
-            "src/gateway/server-methods",
-            "src/gateway",
-            "src"
-          ]
-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-56806-2",
       "pr_numbers": [
@@ -42497,6 +42882,51 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-66613-2",
+      "pr_numbers": [
+        66613,
+        67572
+      ],
+      "representative_pr_number": 66613,
+      "average_similarity": 0.6,
+      "summary": "2 open PRs share weighted file overlap around `src/gateway/chat-attachments.test.ts`, `src/gateway/chat-attachments.ts`, `src/gateway/server-node-events.test.ts`; representative PR #66613.",
+      "shared_filenames": [
+        "src/gateway/chat-attachments.test.ts",
+        "src/gateway/chat-attachments.ts",
+        "src/gateway/server-node-events.test.ts",
+        "src/gateway/server-node-events.ts",
+        "src/gateway/server-methods/chat.directive-tags.test.ts"
+      ],
+      "shared_directories": [
+        "src/gateway/server-methods",
+        "src/gateway",
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 66613,
+          "right_pr_number": 67572,
+          "similarity": 0.6,
+          "content_similarity": 0.694,
+          "size_similarity": 0.202,
+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.675,
+          "shared_filenames": [
+            "src/gateway/chat-attachments.test.ts",
+            "src/gateway/chat-attachments.ts",
+            "src/gateway/server-methods/chat.directive-tags.test.ts",
+            "src/gateway/server-node-events.test.ts",
+            "src/gateway/server-node-events.ts"
+          ],
+          "shared_directories": [
+            "src/gateway/server-methods",
+            "src/gateway",
+            "src"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-68311-2",
       "pr_numbers": [
@@ -42557,7 +42987,7 @@
           "left_pr_number": 70814,
           "right_pr_number": 72326,
           "similarity": 0.59,
-          "content_similarity": 0.574,
+          "content_similarity": 0.573,
           "size_similarity": 0.503,
           "breadth_similarity": 0.733,
           "concentration_similarity": 0.797,
@@ -42580,7 +43010,7 @@
         67693
       ],
       "representative_pr_number": 67137,
-      "average_similarity": 0.587,
+      "average_similarity": 0.588,
       "summary": "2 open PRs share weighted file overlap around `src/wizard/clack-prompter.test.ts`, `src/wizard/clack-prompter.ts`; representative PR #67137.",
       "shared_filenames": [
         "src/wizard/clack-prompter.test.ts",
@@ -42594,8 +43024,8 @@
         {
           "left_pr_number": 67137,
           "right_pr_number": 67693,
-          "similarity": 0.587,
-          "content_similarity": 0.65,
+          "similarity": 0.588,
+          "content_similarity": 0.651,
           "size_similarity": 0.387,
           "breadth_similarity": 0.45,
           "concentration_similarity": 0.585,
@@ -42610,6 +43040,45 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-73157-2",
+      "pr_numbers": [
+        73157,
+        73179
+      ],
+      "representative_pr_number": 73157,
+      "average_similarity": 0.582,
+      "summary": "2 open PRs share weighted file overlap around `scripts/runtime-postbuild-stamp.mjs`, `test/scripts/runtime-postbuild-stamp.test.ts`; representative PR #73157.",
+      "shared_filenames": [
+        "scripts/runtime-postbuild-stamp.mjs",
+        "test/scripts/runtime-postbuild-stamp.test.ts"
+      ],
+      "shared_directories": [
+        "test/scripts",
+        "test",
+        "scripts"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 73157,
+          "right_pr_number": 73179,
+          "similarity": 0.582,
+          "content_similarity": 0.508,
+          "size_similarity": 0.811,
+          "breadth_similarity": 0.661,
+          "concentration_similarity": 0.78,
+          "shared_filenames": [
+            "scripts/runtime-postbuild-stamp.mjs",
+            "test/scripts/runtime-postbuild-stamp.test.ts"
+          ],
+          "shared_directories": [
+            "test/scripts",
+            "scripts",
+            "test"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-54758-2",
       "pr_numbers": [
@@ -42617,7 +43086,7 @@
         69372
       ],
       "representative_pr_number": 54758,
-      "average_similarity": 0.574,
+      "average_similarity": 0.575,
       "summary": "2 open PRs share weighted file overlap around `ui/src/ui/gateway.node.test.ts`, `ui/src/ui/gateway.ts`; representative PR #54758.",
       "shared_filenames": [
         "ui/src/ui/gateway.node.test.ts",
@@ -42632,7 +43101,7 @@
         {
           "left_pr_number": 54758,
           "right_pr_number": 69372,
-          "similarity": 0.574,
+          "similarity": 0.575,
           "content_similarity": 0.658,
           "size_similarity": 0.13,
           "breadth_similarity": 0.45,
@@ -42707,7 +43176,7 @@
           "left_pr_number": 70681,
           "right_pr_number": 72224,
           "similarity": 0.57,
-          "content_similarity": 0.637,
+          "content_similarity": 0.636,
           "size_similarity": 0.331,
           "breadth_similarity": 0.386,
           "concentration_similarity": 0.715,
@@ -42730,7 +43199,7 @@
         72535
       ],
       "representative_pr_number": 68714,
-      "average_similarity": 0.567,
+      "average_similarity": 0.568,
       "summary": "2 open PRs share weighted file overlap around `src/config/io.ts`; representative PR #68714.",
       "shared_filenames": [
         "src/config/io.ts"
@@ -42743,7 +43212,7 @@
         {
           "left_pr_number": 68714,
           "right_pr_number": 72535,
-          "similarity": 0.567,
+          "similarity": 0.568,
           "content_similarity": 0.413,
           "size_similarity": 0.857,
           "breadth_similarity": 1.0,
@@ -42759,40 +43228,42 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-70651-2",
+      "cluster_id": "pr-scope-39715-2",
       "pr_numbers": [
-        70651,
-        72667
+        39715,
+        66001
       ],
-      "representative_pr_number": 70651,
-      "average_similarity": 0.563,
-      "summary": "2 open PRs share weighted file overlap around `extensions/feishu/src/outbound.test.ts`, `extensions/feishu/src/outbound.ts`; representative PR #70651.",
+      "representative_pr_number": 39715,
+      "average_similarity": 0.565,
+      "summary": "2 open PRs share weighted file overlap around `src/process/supervisor/supervisor.test.ts`, `src/process/supervisor/supervisor.ts`; representative PR #39715.",
       "shared_filenames": [
-        "extensions/feishu/src/outbound.test.ts",
-        "extensions/feishu/src/outbound.ts"
+        "src/process/supervisor/supervisor.test.ts",
+        "src/process/supervisor/supervisor.ts"
       ],
       "shared_directories": [
-        "extensions/feishu/src",
-        "extensions/feishu",
-        "extensions"
+        "src/process/supervisor",
+        "src/process",
+        "src/agents",
+        "src"
       ],
       "pairwise": [
         {
-          "left_pr_number": 70651,
-          "right_pr_number": 72667,
-          "similarity": 0.563,
-          "content_similarity": 0.535,
-          "size_similarity": 0.736,
-          "breadth_similarity": 0.307,
-          "concentration_similarity": 0.953,
+          "left_pr_number": 39715,
+          "right_pr_number": 66001,
+          "similarity": 0.565,
+          "content_similarity": 0.479,
+          "size_similarity": 0.775,
+          "breadth_similarity": 0.688,
+          "concentration_similarity": 0.903,
           "shared_filenames": [
-            "extensions/feishu/src/outbound.test.ts",
-            "extensions/feishu/src/outbound.ts"
+            "src/process/supervisor/supervisor.test.ts",
+            "src/process/supervisor/supervisor.ts"
           ],
           "shared_directories": [
-            "extensions/feishu/src",
-            "extensions/feishu",
-            "extensions"
+            "src/process/supervisor",
+            "src/agents",
+            "src/process",
+            "src"
           ]
         }
       ]
@@ -42804,7 +43275,7 @@
         71857
       ],
       "representative_pr_number": 69319,
-      "average_similarity": 0.554,
+      "average_similarity": 0.557,
       "summary": "2 open PRs share weighted file overlap around `src/agents/skills-clawhub.test.ts`, `src/agents/skills-clawhub.ts`; representative PR #69319.",
       "shared_filenames": [
         "src/agents/skills-clawhub.test.ts",
@@ -42818,11 +43289,11 @@
         {
           "left_pr_number": 69319,
           "right_pr_number": 71857,
-          "similarity": 0.554,
-          "content_similarity": 0.603,
-          "size_similarity": 0.545,
+          "similarity": 0.557,
+          "content_similarity": 0.582,
+          "size_similarity": 0.661,
           "breadth_similarity": 0.24,
-          "concentration_similarity": 0.523,
+          "concentration_similarity": 0.522,
           "shared_filenames": [
             "src/agents/skills-clawhub.test.ts",
             "src/agents/skills-clawhub.ts"
@@ -42841,7 +43312,7 @@
         68947
       ],
       "representative_pr_number": 41861,
-      "average_similarity": 0.553,
+      "average_similarity": 0.554,
       "summary": "2 open PRs share weighted file overlap around `src/auto-reply/reply/export-html/template.html`; representative PR #41861.",
       "shared_filenames": [
         "src/auto-reply/reply/export-html/template.html"
@@ -42856,7 +43327,7 @@
         {
           "left_pr_number": 41861,
           "right_pr_number": 68947,
-          "similarity": 0.553,
+          "similarity": 0.554,
           "content_similarity": 0.494,
           "size_similarity": 0.412,
           "breadth_similarity": 1.0,
@@ -43040,7 +43511,7 @@
         65134
       ],
       "representative_pr_number": 64181,
-      "average_similarity": 0.532,
+      "average_similarity": 0.533,
       "summary": "2 open PRs share weighted file overlap around `src/hooks/llm-slug-generator.ts`; representative PR #64181.",
       "shared_filenames": [
         "src/hooks/llm-slug-generator.ts"
@@ -43053,8 +43524,8 @@
         {
           "left_pr_number": 64181,
           "right_pr_number": 65134,
-          "similarity": 0.532,
-          "content_similarity": 0.489,
+          "similarity": 0.533,
+          "content_similarity": 0.49,
           "size_similarity": 0.707,
           "breadth_similarity": 0.5,
           "concentration_similarity": 0.682,
@@ -43068,49 +43539,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-49751-2",
-      "pr_numbers": [
-        49751,
-        72417
-      ],
-      "representative_pr_number": 49751,
-      "average_similarity": 0.53,
-      "summary": "2 open PRs share weighted file overlap around `src/gateway/server/ws-connection/message-handler.post-connect-health.test.ts`, `src/gateway/server/ws-connection/message-handler.ts`, `CHANGELOG.md`; representative PR #49751.",
-      "shared_filenames": [
-        "src/gateway/server/ws-connection/message-handler.post-connect-health.test.ts",
-        "src/gateway/server/ws-connection/message-handler.ts",
-        "CHANGELOG.md"
-      ],
-      "shared_directories": [
-        "src/gateway/server/ws-connection",
-        "src/gateway/server",
-        "src/gateway",
-        "src"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 49751,
-          "right_pr_number": 72417,
-          "similarity": 0.53,
-          "content_similarity": 0.5,
-          "size_similarity": 0.558,
-          "breadth_similarity": 0.673,
-          "concentration_similarity": 0.58,
-          "shared_filenames": [
-            "CHANGELOG.md",
-            "src/gateway/server/ws-connection/message-handler.post-connect-health.test.ts",
-            "src/gateway/server/ws-connection/message-handler.ts"
-          ],
-          "shared_directories": [
-            "src/gateway/server/ws-connection",
-            "src/gateway/server",
-            "src/gateway",
-            "src"
-          ]
-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-53259-2",
       "pr_numbers": [
@@ -43148,47 +43576,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-68155-2",
-      "pr_numbers": [
-        68155,
-        72748
-      ],
-      "representative_pr_number": 68155,
-      "average_similarity": 0.526,
-      "summary": "2 open PRs share weighted file overlap around `extensions/memory-core/src/memory/temporal-decay.test.ts`, `extensions/memory-core/src/memory/temporal-decay.ts`; representative PR #68155.",
-      "shared_filenames": [
-        "extensions/memory-core/src/memory/temporal-decay.test.ts",
-        "extensions/memory-core/src/memory/temporal-decay.ts"
-      ],
-      "shared_directories": [
-        "extensions/memory-core/src/memory",
-        "extensions/memory-core/src",
-        "extensions/memory-core",
-        "extensions"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 68155,
-          "right_pr_number": 72748,
-          "similarity": 0.526,
-          "content_similarity": 0.625,
-          "size_similarity": 0.168,
-          "breadth_similarity": 0.177,
-          "concentration_similarity": 0.905,
-          "shared_filenames": [
-            "extensions/memory-core/src/memory/temporal-decay.test.ts",
-            "extensions/memory-core/src/memory/temporal-decay.ts"
-          ],
-          "shared_directories": [
-            "extensions/memory-core/src/memory",
-            "extensions/memory-core/src",
-            "extensions/memory-core",
-            "extensions"
-          ]
-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-53391-2",
       "pr_numbers": [
@@ -43196,7 +43583,7 @@
         53916
       ],
       "representative_pr_number": 53391,
-      "average_similarity": 0.525,
+      "average_similarity": 0.526,
       "summary": "2 open PRs share weighted file overlap around `ui/src/styles/components.css`; representative PR #53391.",
       "shared_filenames": [
         "ui/src/styles/components.css"
@@ -43210,8 +43597,8 @@
         {
           "left_pr_number": 53391,
           "right_pr_number": 53916,
-          "similarity": 0.525,
-          "content_similarity": 0.375,
+          "similarity": 0.526,
+          "content_similarity": 0.376,
           "size_similarity": 0.75,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -43227,16 +43614,17 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-43176-2",
+      "cluster_id": "pr-scope-48914-2",
       "pr_numbers": [
-        43176,
-        66101
+        48914,
+        53702
       ],
-      "representative_pr_number": 43176,
+      "representative_pr_number": 48914,
       "average_similarity": 0.522,
-      "summary": "2 open PRs share weighted file overlap around `src/agents/bash-tools.exec.ts`; representative PR #43176.",
+      "summary": "2 open PRs share weighted file overlap around `src/agents/tool-policy-pipeline.test.ts`, `src/agents/tool-policy-pipeline.ts`; representative PR #48914.",
       "shared_filenames": [
-        "src/agents/bash-tools.exec.ts"
+        "src/agents/tool-policy-pipeline.test.ts",
+        "src/agents/tool-policy-pipeline.ts"
       ],
       "shared_directories": [
         "src/agents",
@@ -43244,15 +43632,16 @@
       ],
       "pairwise": [
         {
-          "left_pr_number": 43176,
-          "right_pr_number": 66101,
+          "left_pr_number": 48914,
+          "right_pr_number": 53702,
           "similarity": 0.522,
-          "content_similarity": 0.458,
-          "size_similarity": 0.508,
-          "breadth_similarity": 0.75,
-          "concentration_similarity": 1.0,
+          "content_similarity": 0.472,
+          "size_similarity": 0.431,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 0.531,
           "shared_filenames": [
-            "src/agents/bash-tools.exec.ts"
+            "src/agents/tool-policy-pipeline.test.ts",
+            "src/agents/tool-policy-pipeline.ts"
           ],
           "shared_directories": [
             "src/agents",
@@ -43262,17 +43651,16 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-48914-2",
+      "cluster_id": "pr-scope-43176-2",
       "pr_numbers": [
-        48914,
-        53702
+        43176,
+        66101
       ],
-      "representative_pr_number": 48914,
-      "average_similarity": 0.522,
-      "summary": "2 open PRs share weighted file overlap around `src/agents/tool-policy-pipeline.test.ts`, `src/agents/tool-policy-pipeline.ts`; representative PR #48914.",
+      "representative_pr_number": 43176,
+      "average_similarity": 0.521,
+      "summary": "2 open PRs share weighted file overlap around `src/agents/bash-tools.exec.ts`; representative PR #43176.",
       "shared_filenames": [
-        "src/agents/tool-policy-pipeline.test.ts",
-        "src/agents/tool-policy-pipeline.ts"
+        "src/agents/bash-tools.exec.ts"
       ],
       "shared_directories": [
         "src/agents",
@@ -43280,16 +43668,15 @@
       ],
       "pairwise": [
         {
-          "left_pr_number": 48914,
-          "right_pr_number": 53702,
-          "similarity": 0.522,
-          "content_similarity": 0.472,
-          "size_similarity": 0.431,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 0.531,
+          "left_pr_number": 43176,
+          "right_pr_number": 66101,
+          "similarity": 0.521,
+          "content_similarity": 0.457,
+          "size_similarity": 0.508,
+          "breadth_similarity": 0.75,
+          "concentration_similarity": 1.0,
           "shared_filenames": [
-            "src/agents/tool-policy-pipeline.test.ts",
-            "src/agents/tool-policy-pipeline.ts"
+            "src/agents/bash-tools.exec.ts"
           ],
           "shared_directories": [
             "src/agents",
@@ -43344,7 +43731,7 @@
         72736
       ],
       "representative_pr_number": 65826,
-      "average_similarity": 0.52,
+      "average_similarity": 0.519,
       "summary": "2 open PRs share weighted file overlap around `apps/android/build.gradle.kts`, `apps/android/app/build.gradle.kts`; representative PR #65826.",
       "shared_filenames": [
         "apps/android/build.gradle.kts",
@@ -43359,8 +43746,8 @@
         {
           "left_pr_number": 65826,
           "right_pr_number": 72736,
-          "similarity": 0.52,
-          "content_similarity": 0.602,
+          "similarity": 0.519,
+          "content_similarity": 0.601,
           "size_similarity": 0.105,
           "breadth_similarity": 0.393,
           "concentration_similarity": 0.86,
@@ -43413,86 +43800,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-39715-2",
-      "pr_numbers": [
-        39715,
-        66001
-      ],
-      "representative_pr_number": 39715,
-      "average_similarity": 0.511,
-      "summary": "2 open PRs share weighted file overlap around `src/process/supervisor/supervisor.test.ts`, `src/process/supervisor/supervisor.ts`; representative PR #39715.",
-      "shared_filenames": [
-        "src/process/supervisor/supervisor.test.ts",
-        "src/process/supervisor/supervisor.ts"
-      ],
-      "shared_directories": [
-        "src/process/supervisor",
-        "src/process",
-        "src/agents",
-        "src"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 39715,
-          "right_pr_number": 66001,
-          "similarity": 0.511,
-          "content_similarity": 0.401,
-          "size_similarity": 0.775,
-          "breadth_similarity": 0.688,
-          "concentration_similarity": 0.903,
-          "shared_filenames": [
-            "src/process/supervisor/supervisor.test.ts",
-            "src/process/supervisor/supervisor.ts"
-          ],
-          "shared_directories": [
-            "src/process/supervisor",
-            "src/agents",
-            "src/process",
-            "src"
-          ]
-        }
-      ]
-    },
-    {
-      "cluster_id": "pr-scope-72752-2",
-      "pr_numbers": [
-        72752,
-        72829
-      ],
-      "representative_pr_number": 72752,
-      "average_similarity": 0.504,
-      "summary": "2 open PRs share weighted file overlap around `extensions/telegram/src/model-buttons.test.ts`, `extensions/telegram/src/model-buttons.ts`; representative PR #72752.",
-      "shared_filenames": [
-        "extensions/telegram/src/model-buttons.test.ts",
-        "extensions/telegram/src/model-buttons.ts"
-      ],
-      "shared_directories": [
-        "extensions/telegram/src",
-        "extensions/telegram",
-        "extensions"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 72752,
-          "right_pr_number": 72829,
-          "similarity": 0.504,
-          "content_similarity": 0.543,
-          "size_similarity": 0.296,
-          "breadth_similarity": 0.45,
-          "concentration_similarity": 0.704,
-          "shared_filenames": [
-            "extensions/telegram/src/model-buttons.test.ts",
-            "extensions/telegram/src/model-buttons.ts"
-          ],
-          "shared_directories": [
-            "extensions/telegram/src",
-            "extensions/telegram",
-            "extensions"
-          ]
-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-42898-2",
       "pr_numbers": [
@@ -43530,84 +43837,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-54105-2",
-      "pr_numbers": [
-        54105,
-        68926
-      ],
-      "representative_pr_number": 54105,
-      "average_similarity": 0.503,
-      "summary": "2 open PRs share weighted file overlap around `ui/src/ui/app-render.helpers.ts`; representative PR #54105.",
-      "shared_filenames": [
-        "ui/src/ui/app-render.helpers.ts"
-      ],
-      "shared_directories": [
-        "ui/src/ui",
-        "ui/src",
-        "ui"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 54105,
-          "right_pr_number": 68926,
-          "similarity": 0.503,
-          "content_similarity": 0.57,
-          "size_similarity": 0.029,
-          "breadth_similarity": 0.5,
-          "concentration_similarity": 0.985,
-          "shared_filenames": [
-            "ui/src/ui/app-render.helpers.ts"
-          ],
-          "shared_directories": [
-            "ui/src/ui",
-            "ui/src",
-            "ui"
-          ]
-        }
-      ]
-    },
-    {
-      "cluster_id": "pr-scope-65037-2",
-      "pr_numbers": [
-        65037,
-        68669
-      ],
-      "representative_pr_number": 65037,
-      "average_similarity": 0.501,
-      "summary": "2 open PRs share weighted file overlap around `src/agents/subagent-registry-lifecycle.test.ts`, `src/agents/subagent-registry-lifecycle.ts`, `src/agents/subagent-registry-run-manager.ts`; representative PR #65037.",
-      "shared_filenames": [
-        "src/agents/subagent-registry-lifecycle.test.ts",
-        "src/agents/subagent-registry-lifecycle.ts",
-        "src/agents/subagent-registry-run-manager.ts",
-        "src/agents/subagent-registry.types.ts"
-      ],
-      "shared_directories": [
-        "src/agents",
-        "src"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 65037,
-          "right_pr_number": 68669,
-          "similarity": 0.501,
-          "content_similarity": 0.566,
-          "size_similarity": 0.077,
-          "breadth_similarity": 0.472,
-          "concentration_similarity": 0.923,
-          "shared_filenames": [
-            "src/agents/subagent-registry-lifecycle.test.ts",
-            "src/agents/subagent-registry-lifecycle.ts",
-            "src/agents/subagent-registry-run-manager.ts",
-            "src/agents/subagent-registry.types.ts"
-          ],
-          "shared_directories": [
-            "src/agents",
-            "src"
-          ]
-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-53778-2",
       "pr_numbers": [
@@ -43667,6 +43896,80 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-62910-2",
+      "pr_numbers": [
+        62910,
+        67694
+      ],
+      "representative_pr_number": 62910,
+      "average_similarity": 0.5,
+      "summary": "2 open PRs share weighted file overlap around `scripts/ui.js`; representative PR #62910.",
+      "shared_filenames": [
+        "scripts/ui.js"
+      ],
+      "shared_directories": [
+        "scripts"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 62910,
+          "right_pr_number": 67694,
+          "similarity": 0.5,
+          "content_similarity": 0.563,
+          "size_similarity": 0.15,
+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.667,
+          "shared_filenames": [
+            "scripts/ui.js"
+          ],
+          "shared_directories": [
+            "scripts"
+          ]
+        }
+      ]
+    },
+    {
+      "cluster_id": "pr-scope-65037-2",
+      "pr_numbers": [
+        65037,
+        68669
+      ],
+      "representative_pr_number": 65037,
+      "average_similarity": 0.5,
+      "summary": "2 open PRs share weighted file overlap around `src/agents/subagent-registry-lifecycle.test.ts`, `src/agents/subagent-registry-lifecycle.ts`, `src/agents/subagent-registry-run-manager.ts`; representative PR #65037.",
+      "shared_filenames": [
+        "src/agents/subagent-registry-lifecycle.test.ts",
+        "src/agents/subagent-registry-lifecycle.ts",
+        "src/agents/subagent-registry-run-manager.ts",
+        "src/agents/subagent-registry.types.ts"
+      ],
+      "shared_directories": [
+        "src/agents",
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 65037,
+          "right_pr_number": 68669,
+          "similarity": 0.5,
+          "content_similarity": 0.564,
+          "size_similarity": 0.077,
+          "breadth_similarity": 0.472,
+          "concentration_similarity": 0.923,
+          "shared_filenames": [
+            "src/agents/subagent-registry-lifecycle.test.ts",
+            "src/agents/subagent-registry-lifecycle.ts",
+            "src/agents/subagent-registry-run-manager.ts",
+            "src/agents/subagent-registry.types.ts"
+          ],
+          "shared_directories": [
+            "src/agents",
+            "src"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-40877-2",
       "pr_numbers": [
@@ -43692,9 +43995,9 @@
           "right_pr_number": 65185,
           "similarity": 0.499,
           "content_similarity": 0.486,
-          "size_similarity": 0.289,
+          "size_similarity": 0.285,
           "breadth_similarity": 0.667,
-          "concentration_similarity": 0.983,
+          "concentration_similarity": 0.991,
           "shared_filenames": [
             "apps/ios/Sources/Gateway/GatewayConnectionController.swift"
           ],
@@ -43750,7 +44053,7 @@
         72544
       ],
       "representative_pr_number": 63919,
-      "average_similarity": 0.496,
+      "average_similarity": 0.497,
       "summary": "2 open PRs share weighted file overlap around `src/gateway/tool-resolution.ts`; representative PR #63919.",
       "shared_filenames": [
         "src/gateway/tool-resolution.ts"
@@ -43763,8 +44066,8 @@
         {
           "left_pr_number": 63919,
           "right_pr_number": 72544,
-          "similarity": 0.496,
-          "content_similarity": 0.54,
+          "similarity": 0.497,
+          "content_similarity": 0.541,
           "size_similarity": 0.119,
           "breadth_similarity": 0.75,
           "concentration_similarity": 0.5,
@@ -43800,7 +44103,7 @@
           "left_pr_number": 39245,
           "right_pr_number": 61151,
           "similarity": 0.494,
-          "content_similarity": 0.431,
+          "content_similarity": 0.432,
           "size_similarity": 0.531,
           "breadth_similarity": 0.625,
           "concentration_similarity": 1.0,
@@ -43822,7 +44125,7 @@
         63407
       ],
       "representative_pr_number": 53828,
-      "average_similarity": 0.493,
+      "average_similarity": 0.492,
       "summary": "2 open PRs share weighted file overlap around `scripts/podman/setup.sh`; representative PR #53828.",
       "shared_filenames": [
         "scripts/podman/setup.sh"
@@ -43835,7 +44138,7 @@
         {
           "left_pr_number": 53828,
           "right_pr_number": 63407,
-          "similarity": 0.493,
+          "similarity": 0.492,
           "content_similarity": 0.364,
           "size_similarity": 1.0,
           "breadth_similarity": 0.5,
@@ -43851,83 +44154,75 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-53199-2",
+      "cluster_id": "pr-scope-41897-2",
       "pr_numbers": [
-        53199,
-        65691
+        41897,
+        73103
       ],
-      "representative_pr_number": 53199,
+      "representative_pr_number": 41897,
       "average_similarity": 0.488,
-      "summary": "2 open PRs share weighted file overlap around `extensions/slack/src/actions.ts`, `extensions/slack/src/message-action-dispatch.ts`, `extensions/slack/src/message-actions.ts`; representative PR #53199.",
+      "summary": "2 open PRs share weighted file overlap around `src/agents/tools/web-tools.fetch.test.ts`; representative PR #41897.",
       "shared_filenames": [
-        "extensions/slack/src/actions.ts",
-        "extensions/slack/src/message-action-dispatch.ts",
-        "extensions/slack/src/message-actions.ts",
-        "extensions/slack/src/action-runtime.ts"
+        "src/agents/tools/web-tools.fetch.test.ts"
       ],
       "shared_directories": [
-        "extensions/slack/src",
-        "extensions/slack",
-        "docs",
-        "extensions",
+        "src/agents/tools",
+        "src/agents",
         "src"
       ],
       "pairwise": [
         {
-          "left_pr_number": 53199,
-          "right_pr_number": 65691,
+          "left_pr_number": 41897,
+          "right_pr_number": 73103,
           "similarity": 0.488,
-          "content_similarity": 0.454,
-          "size_similarity": 0.29,
-          "breadth_similarity": 0.821,
-          "concentration_similarity": 0.899,
+          "content_similarity": 0.365,
+          "size_similarity": 0.552,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
           "shared_filenames": [
-            "extensions/slack/src/action-runtime.ts",
-            "extensions/slack/src/actions.ts",
-            "extensions/slack/src/message-action-dispatch.ts",
-            "extensions/slack/src/message-actions.ts"
+            "src/agents/tools/web-tools.fetch.test.ts"
           ],
           "shared_directories": [
-            "extensions/slack/src",
-            "extensions/slack",
-            "docs",
-            "extensions",
+            "src/agents/tools",
+            "src/agents",
             "src"
           ]
         }
       ]
     },
     {
-      "cluster_id": "pr-scope-70676-2",
+      "cluster_id": "pr-scope-66673-2",
       "pr_numbers": [
-        70676,
-        70707
+        66673,
+        69322
       ],
-      "representative_pr_number": 70676,
-      "average_similarity": 0.488,
-      "summary": "2 open PRs share weighted file overlap around `src/gateway/server-request-context.test.ts`, `src/gateway/server-request-context.ts`; representative PR #70676.",
+      "representative_pr_number": 66673,
+      "average_similarity": 0.487,
+      "summary": "2 open PRs share weighted file overlap around `src/gateway/server-methods/doctor.test.ts`, `src/gateway/server-methods/doctor.ts`; representative PR #66673.",
       "shared_filenames": [
-        "src/gateway/server-request-context.test.ts",
-        "src/gateway/server-request-context.ts"
+        "src/gateway/server-methods/doctor.test.ts",
+        "src/gateway/server-methods/doctor.ts"
       ],
       "shared_directories": [
+        "src/gateway/server-methods",
         "src/gateway",
         "src"
       ],
       "pairwise": [
         {
-          "left_pr_number": 70676,
-          "right_pr_number": 70707,
-          "similarity": 0.488,
-          "content_similarity": 0.428,
-          "size_similarity": 0.649,
-          "breadth_similarity": 0.625,
-          "concentration_similarity": 0.568,
+          "left_pr_number": 66673,
+          "right_pr_number": 69322,
+          "similarity": 0.487,
+          "content_similarity": 0.539,
+          "size_similarity": 0.245,
+          "breadth_similarity": 0.336,
+          "concentration_similarity": 0.786,
           "shared_filenames": [
-            "src/gateway/server-request-context.test.ts",
-            "src/gateway/server-request-context.ts"
+            "src/gateway/server-methods/doctor.test.ts",
+            "src/gateway/server-methods/doctor.ts"
           ],
           "shared_directories": [
+            "src/gateway/server-methods",
             "src/gateway",
             "src"
           ]
@@ -43935,38 +44230,36 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-66673-2",
+      "cluster_id": "pr-scope-70676-2",
       "pr_numbers": [
-        66673,
-        69322
+        70676,
+        70707
       ],
-      "representative_pr_number": 66673,
-      "average_similarity": 0.486,
-      "summary": "2 open PRs share weighted file overlap around `src/gateway/server-methods/doctor.test.ts`, `src/gateway/server-methods/doctor.ts`; representative PR #66673.",
+      "representative_pr_number": 70676,
+      "average_similarity": 0.487,
+      "summary": "2 open PRs share weighted file overlap around `src/gateway/server-request-context.test.ts`, `src/gateway/server-request-context.ts`; representative PR #70676.",
       "shared_filenames": [
-        "src/gateway/server-methods/doctor.test.ts",
-        "src/gateway/server-methods/doctor.ts"
+        "src/gateway/server-request-context.test.ts",
+        "src/gateway/server-request-context.ts"
       ],
       "shared_directories": [
-        "src/gateway/server-methods",
         "src/gateway",
         "src"
       ],
       "pairwise": [
         {
-          "left_pr_number": 66673,
-          "right_pr_number": 69322,
-          "similarity": 0.486,
-          "content_similarity": 0.538,
-          "size_similarity": 0.245,
-          "breadth_similarity": 0.336,
-          "concentration_similarity": 0.786,
+          "left_pr_number": 70676,
+          "right_pr_number": 70707,
+          "similarity": 0.487,
+          "content_similarity": 0.428,
+          "size_similarity": 0.649,
+          "breadth_similarity": 0.625,
+          "concentration_similarity": 0.568,
           "shared_filenames": [
-            "src/gateway/server-methods/doctor.test.ts",
-            "src/gateway/server-methods/doctor.ts"
+            "src/gateway/server-request-context.test.ts",
+            "src/gateway/server-request-context.ts"
           ],
           "shared_directories": [
-            "src/gateway/server-methods",
             "src/gateway",
             "src"
           ]
@@ -43988,8 +44281,8 @@
         "extensions/moonshot/src/kimi-web-search-provider.runtime.ts",
         "extensions/qa-lab/src/providers/aimock/server.ts",
         "extensions/telegram/src/account-config.ts",
-        "src/types/copilotkit-aimock.d.ts",
         "extensions/whatsapp/src/account-config.ts",
+        "src/types/copilotkit-aimock.d.ts",
         "extensions/telegram/src/bot-message-context.body.ts"
       ],
       "shared_directories": [
@@ -44007,7 +44300,7 @@
           "left_pr_number": 67639,
           "right_pr_number": 67664,
           "similarity": 0.486,
-          "content_similarity": 0.433,
+          "content_similarity": 0.434,
           "size_similarity": 0.539,
           "breadth_similarity": 0.712,
           "concentration_similarity": 0.614,
@@ -44037,6 +44330,53 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-53199-2",
+      "pr_numbers": [
+        53199,
+        65691
+      ],
+      "representative_pr_number": 53199,
+      "average_similarity": 0.485,
+      "summary": "2 open PRs share weighted file overlap around `extensions/slack/src/message-action-dispatch.ts`, `extensions/slack/src/message-actions.ts`, `extensions/slack/src/action-runtime.ts`; representative PR #53199.",
+      "shared_filenames": [
+        "extensions/slack/src/message-action-dispatch.ts",
+        "extensions/slack/src/message-actions.ts",
+        "extensions/slack/src/action-runtime.ts",
+        "extensions/slack/src/actions.ts"
+      ],
+      "shared_directories": [
+        "extensions/slack/src",
+        "extensions/slack",
+        "docs",
+        "extensions",
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 53199,
+          "right_pr_number": 65691,
+          "similarity": 0.485,
+          "content_similarity": 0.449,
+          "size_similarity": 0.29,
+          "breadth_similarity": 0.821,
+          "concentration_similarity": 0.899,
+          "shared_filenames": [
+            "extensions/slack/src/action-runtime.ts",
+            "extensions/slack/src/actions.ts",
+            "extensions/slack/src/message-action-dispatch.ts",
+            "extensions/slack/src/message-actions.ts"
+          ],
+          "shared_directories": [
+            "extensions/slack/src",
+            "extensions/slack",
+            "docs",
+            "extensions",
+            "src"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-53473-2",
       "pr_numbers": [
@@ -44106,7 +44446,7 @@
           "left_pr_number": 53388,
           "right_pr_number": 58186,
           "similarity": 0.483,
-          "content_similarity": 0.505,
+          "content_similarity": 0.506,
           "size_similarity": 0.205,
           "breadth_similarity": 0.541,
           "concentration_similarity": 0.878,
@@ -44156,7 +44496,7 @@
           "left_pr_number": 49286,
           "right_pr_number": 49308,
           "similarity": 0.482,
-          "content_similarity": 0.518,
+          "content_similarity": 0.517,
           "size_similarity": 0.043,
           "breadth_similarity": 0.7,
           "concentration_similarity": 0.863,
@@ -44215,7 +44555,7 @@
         70205
       ],
       "representative_pr_number": 53622,
-      "average_similarity": 0.475,
+      "average_similarity": 0.474,
       "summary": "2 open PRs share weighted file overlap around `src/gateway/server-methods/usage.sessions-usage.test.ts`, `src/gateway/server-methods/usage.ts`; representative PR #53622.",
       "shared_filenames": [
         "src/gateway/server-methods/usage.sessions-usage.test.ts",
@@ -44231,7 +44571,7 @@
         {
           "left_pr_number": 53622,
           "right_pr_number": 70205,
-          "similarity": 0.475,
+          "similarity": 0.474,
           "content_similarity": 0.468,
           "size_similarity": 0.302,
           "breadth_similarity": 0.598,
@@ -44323,45 +44663,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-64365-2",
-      "pr_numbers": [
-        64365,
-        71843
-      ],
-      "representative_pr_number": 64365,
-      "average_similarity": 0.471,
-      "summary": "2 open PRs share weighted file overlap around `extensions/slack/src/action-runtime.test.ts`, `extensions/slack/src/action-runtime.ts`; representative PR #64365.",
-      "shared_filenames": [
-        "extensions/slack/src/action-runtime.test.ts",
-        "extensions/slack/src/action-runtime.ts"
-      ],
-      "shared_directories": [
-        "extensions/slack/src",
-        "extensions/slack",
-        "extensions"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 64365,
-          "right_pr_number": 71843,
-          "similarity": 0.471,
-          "content_similarity": 0.407,
-          "size_similarity": 0.732,
-          "breadth_similarity": 0.393,
-          "concentration_similarity": 0.732,
-          "shared_filenames": [
-            "extensions/slack/src/action-runtime.test.ts",
-            "extensions/slack/src/action-runtime.ts"
-          ],
-          "shared_directories": [
-            "extensions/slack/src",
-            "extensions/slack",
-            "extensions"
-          ]
-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-64369-2",
       "pr_numbers": [
@@ -44383,7 +44684,7 @@
           "left_pr_number": 64369,
           "right_pr_number": 68637,
           "similarity": 0.47,
-          "content_similarity": 0.252,
+          "content_similarity": 0.253,
           "size_similarity": 0.953,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -44398,40 +44699,40 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-41936-2",
+      "cluster_id": "pr-scope-64365-2",
       "pr_numbers": [
-        41936,
-        70790
+        64365,
+        71843
       ],
-      "representative_pr_number": 41936,
-      "average_similarity": 0.467,
-      "summary": "2 open PRs share weighted file overlap around `src/agents/pi-embedded-runner/run/attempt.test.ts`; representative PR #41936.",
+      "representative_pr_number": 64365,
+      "average_similarity": 0.469,
+      "summary": "2 open PRs share weighted file overlap around `extensions/slack/src/action-runtime.test.ts`, `extensions/slack/src/action-runtime.ts`; representative PR #64365.",
       "shared_filenames": [
-        "src/agents/pi-embedded-runner/run/attempt.test.ts"
+        "extensions/slack/src/action-runtime.test.ts",
+        "extensions/slack/src/action-runtime.ts"
       ],
       "shared_directories": [
-        "src/agents/pi-embedded-runner/run",
-        "src/agents/pi-embedded-runner",
-        "src/agents",
-        "src"
+        "extensions/slack/src",
+        "extensions/slack",
+        "extensions"
       ],
       "pairwise": [
         {
-          "left_pr_number": 41936,
-          "right_pr_number": 70790,
-          "similarity": 0.467,
-          "content_similarity": 0.415,
-          "size_similarity": 0.482,
-          "breadth_similarity": 0.667,
-          "concentration_similarity": 0.753,
+          "left_pr_number": 64365,
+          "right_pr_number": 71843,
+          "similarity": 0.469,
+          "content_similarity": 0.405,
+          "size_similarity": 0.732,
+          "breadth_similarity": 0.393,
+          "concentration_similarity": 0.732,
           "shared_filenames": [
-            "src/agents/pi-embedded-runner/run/attempt.test.ts"
+            "extensions/slack/src/action-runtime.test.ts",
+            "extensions/slack/src/action-runtime.ts"
           ],
           "shared_directories": [
-            "src/agents/pi-embedded-runner/run",
-            "src/agents/pi-embedded-runner",
-            "src/agents",
-            "src"
+            "extensions/slack/src",
+            "extensions/slack",
+            "extensions"
           ]
         }
       ]
@@ -44458,7 +44759,7 @@
           "left_pr_number": 52401,
           "right_pr_number": 67717,
           "similarity": 0.467,
-          "content_similarity": 0.341,
+          "content_similarity": 0.34,
           "size_similarity": 0.793,
           "breadth_similarity": 0.688,
           "concentration_similarity": 0.821,
@@ -44508,45 +44809,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-43679-2",
-      "pr_numbers": [
-        43679,
-        69394
-      ],
-      "representative_pr_number": 43679,
-      "average_similarity": 0.466,
-      "summary": "2 open PRs share weighted file overlap around `src/auto-reply/reply/normalize-reply.ts`, `src/auto-reply/reply/reply-utils.test.ts`; representative PR #43679.",
-      "shared_filenames": [
-        "src/auto-reply/reply/normalize-reply.ts",
-        "src/auto-reply/reply/reply-utils.test.ts"
-      ],
-      "shared_directories": [
-        "src/auto-reply/reply",
-        "src/auto-reply",
-        "src"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 43679,
-          "right_pr_number": 69394,
-          "similarity": 0.466,
-          "content_similarity": 0.471,
-          "size_similarity": 0.074,
-          "breadth_similarity": 0.75,
-          "concentration_similarity": 1.0,
-          "shared_filenames": [
-            "src/auto-reply/reply/normalize-reply.ts",
-            "src/auto-reply/reply/reply-utils.test.ts"
-          ],
-          "shared_directories": [
-            "src/auto-reply/reply",
-            "src/auto-reply",
-            "src"
-          ]
-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-42400-2",
       "pr_numbers": [
@@ -44568,11 +44830,11 @@
       ],
       "shared_directories": [
         "extensions/matrix/src/matrix/monitor",
-        "extensions/slack/src/monitor/message-handler",
         "extensions/whatsapp/src/auto-reply/monitor",
+        "extensions/slack/src/monitor/message-handler",
         "extensions/imessage/src/monitor",
-        "extensions/signal/src/monitor",
         "extensions/matrix/src/matrix",
+        "extensions/signal/src/monitor",
         "extensions/mattermost/src/mattermost",
         "extensions/whatsapp/src/auto-reply"
       ],
@@ -44581,7 +44843,7 @@
           "left_pr_number": 42400,
           "right_pr_number": 70864,
           "similarity": 0.465,
-          "content_similarity": 0.293,
+          "content_similarity": 0.292,
           "size_similarity": 0.867,
           "breadth_similarity": 0.857,
           "concentration_similarity": 0.889,
@@ -44612,6 +44874,45 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-43679-2",
+      "pr_numbers": [
+        43679,
+        69394
+      ],
+      "representative_pr_number": 43679,
+      "average_similarity": 0.465,
+      "summary": "2 open PRs share weighted file overlap around `src/auto-reply/reply/normalize-reply.ts`, `src/auto-reply/reply/reply-utils.test.ts`; representative PR #43679.",
+      "shared_filenames": [
+        "src/auto-reply/reply/normalize-reply.ts",
+        "src/auto-reply/reply/reply-utils.test.ts"
+      ],
+      "shared_directories": [
+        "src/auto-reply/reply",
+        "src/auto-reply",
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 43679,
+          "right_pr_number": 69394,
+          "similarity": 0.465,
+          "content_similarity": 0.47,
+          "size_similarity": 0.074,
+          "breadth_similarity": 0.75,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/auto-reply/reply/normalize-reply.ts",
+            "src/auto-reply/reply/reply-utils.test.ts"
+          ],
+          "shared_directories": [
+            "src/auto-reply/reply",
+            "src/auto-reply",
+            "src"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-63696-2",
       "pr_numbers": [
@@ -44675,7 +44976,7 @@
           "left_pr_number": 43246,
           "right_pr_number": 53302,
           "similarity": 0.464,
-          "content_similarity": 0.282,
+          "content_similarity": 0.281,
           "size_similarity": 0.978,
           "breadth_similarity": 0.742,
           "concentration_similarity": 0.922,
@@ -44692,6 +44993,43 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-56242-2",
+      "pr_numbers": [
+        56242,
+        72454
+      ],
+      "representative_pr_number": 56242,
+      "average_similarity": 0.464,
+      "summary": "2 open PRs share weighted file overlap around `src/agents/pi-embedded-helpers/failover-matches.ts`; representative PR #56242.",
+      "shared_filenames": [
+        "src/agents/pi-embedded-helpers/failover-matches.ts"
+      ],
+      "shared_directories": [
+        "src/agents/pi-embedded-helpers",
+        "src/agents",
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 56242,
+          "right_pr_number": 72454,
+          "similarity": 0.464,
+          "content_similarity": 0.574,
+          "size_similarity": 0.03,
+          "breadth_similarity": 0.267,
+          "concentration_similarity": 0.619,
+          "shared_filenames": [
+            "src/agents/pi-embedded-helpers/failover-matches.ts"
+          ],
+          "shared_directories": [
+            "src/agents/pi-embedded-helpers",
+            "src/agents",
+            "src"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-50141-2",
       "pr_numbers": [
@@ -44733,43 +45071,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-56242-2",
-      "pr_numbers": [
-        56242,
-        72454
-      ],
-      "representative_pr_number": 56242,
-      "average_similarity": 0.463,
-      "summary": "2 open PRs share weighted file overlap around `src/agents/pi-embedded-helpers/failover-matches.ts`; representative PR #56242.",
-      "shared_filenames": [
-        "src/agents/pi-embedded-helpers/failover-matches.ts"
-      ],
-      "shared_directories": [
-        "src/agents/pi-embedded-helpers",
-        "src/agents",
-        "src"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 56242,
-          "right_pr_number": 72454,
-          "similarity": 0.463,
-          "content_similarity": 0.572,
-          "size_similarity": 0.03,
-          "breadth_similarity": 0.267,
-          "concentration_similarity": 0.619,
-          "shared_filenames": [
-            "src/agents/pi-embedded-helpers/failover-matches.ts"
-          ],
-          "shared_directories": [
-            "src/agents/pi-embedded-helpers",
-            "src/agents",
-            "src"
-          ]
-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-63794-2",
       "pr_numbers": [
@@ -44777,7 +45078,7 @@
         65147
       ],
       "representative_pr_number": 63794,
-      "average_similarity": 0.462,
+      "average_similarity": 0.463,
       "summary": "2 open PRs share weighted file overlap around `src/infra/update-global.test.ts`, `src/infra/update-global.ts`; representative PR #63794.",
       "shared_filenames": [
         "src/infra/update-global.test.ts",
@@ -44791,7 +45092,7 @@
         {
           "left_pr_number": 63794,
           "right_pr_number": 65147,
-          "similarity": 0.462,
+          "similarity": 0.463,
           "content_similarity": 0.418,
           "size_similarity": 0.437,
           "breadth_similarity": 0.55,
@@ -44960,74 +45261,74 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-66687-2",
+      "cluster_id": "pr-scope-59997-2",
       "pr_numbers": [
-        66687,
-        67011
+        59997,
+        70812
       ],
-      "representative_pr_number": 66687,
+      "representative_pr_number": 59997,
       "average_similarity": 0.454,
-      "summary": "2 open PRs share weighted file overlap around `src/agents/cache-trace.test.ts`; representative PR #66687.",
+      "summary": "2 open PRs share weighted file overlap around `src/config/sessions/artifacts.test.ts`, `src/config/sessions/artifacts.ts`; representative PR #59997.",
       "shared_filenames": [
-        "src/agents/cache-trace.test.ts"
+        "src/config/sessions/artifacts.test.ts",
+        "src/config/sessions/artifacts.ts"
       ],
       "shared_directories": [
-        "src/agents",
+        "src/config/sessions",
+        "src/config",
         "src"
       ],
       "pairwise": [
         {
-          "left_pr_number": 66687,
-          "right_pr_number": 67011,
+          "left_pr_number": 59997,
+          "right_pr_number": 70812,
           "similarity": 0.454,
-          "content_similarity": 0.514,
-          "size_similarity": 0.216,
+          "content_similarity": 0.569,
+          "size_similarity": 0.086,
           "breadth_similarity": 0.191,
-          "concentration_similarity": 0.85,
+          "concentration_similarity": 0.469,
           "shared_filenames": [
-            "src/agents/cache-trace.test.ts"
+            "src/config/sessions/artifacts.test.ts",
+            "src/config/sessions/artifacts.ts"
           ],
           "shared_directories": [
-            "src/agents",
+            "src/config/sessions",
+            "src/config",
             "src"
           ]
         }
       ]
     },
     {
-      "cluster_id": "pr-scope-59997-2",
+      "cluster_id": "pr-scope-66687-2",
       "pr_numbers": [
-        59997,
-        70812
+        66687,
+        67011
       ],
-      "representative_pr_number": 59997,
-      "average_similarity": 0.45,
-      "summary": "2 open PRs share weighted file overlap around `src/config/sessions/artifacts.test.ts`, `src/config/sessions/artifacts.ts`; representative PR #59997.",
+      "representative_pr_number": 66687,
+      "average_similarity": 0.454,
+      "summary": "2 open PRs share weighted file overlap around `src/agents/cache-trace.test.ts`; representative PR #66687.",
       "shared_filenames": [
-        "src/config/sessions/artifacts.test.ts",
-        "src/config/sessions/artifacts.ts"
+        "src/agents/cache-trace.test.ts"
       ],
       "shared_directories": [
-        "src/config/sessions",
-        "src/config",
+        "src/agents",
         "src"
       ],
       "pairwise": [
         {
-          "left_pr_number": 59997,
-          "right_pr_number": 70812,
-          "similarity": 0.45,
-          "content_similarity": 0.563,
-          "size_similarity": 0.086,
+          "left_pr_number": 66687,
+          "right_pr_number": 67011,
+          "similarity": 0.454,
+          "content_similarity": 0.514,
+          "size_similarity": 0.216,
           "breadth_similarity": 0.191,
-          "concentration_similarity": 0.469,
-          "shared_filenames": [
-            "src/config/sessions/artifacts.test.ts",
-            "src/config/sessions/artifacts.ts"
+          "concentration_similarity": 0.85,
+          "shared_filenames": [
+            "src/agents/cache-trace.test.ts"
           ],
           "shared_directories": [
-            "src/config/sessions",
-            "src/config",
+            "src/agents",
             "src"
           ]
         }
@@ -45073,35 +45374,78 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-71801-2",
+      "cluster_id": "pr-scope-72585-2",
       "pr_numbers": [
-        71801,
-        72812
+        72585,
+        72624
+      ],
+      "representative_pr_number": 72585,
+      "average_similarity": 0.448,
+      "summary": "2 open PRs share weighted file overlap around `ui/src/ui/controllers/config.test.ts`, `ui/src/ui/app-render.ts`; representative PR #72585.",
+      "shared_filenames": [
+        "ui/src/ui/controllers/config.test.ts",
+        "ui/src/ui/app-render.ts"
       ],
-      "representative_pr_number": 71801,
-      "average_similarity": 0.447,
-      "summary": "2 open PRs cluster in `extensions/codex/src/app-server`, `extensions/codex/src`, `extensions/codex` with similar change breadth; representative PR #71801.",
-      "shared_filenames": [],
       "shared_directories": [
-        "extensions/codex/src/app-server",
-        "extensions/codex/src",
-        "extensions/codex",
+        "ui/src/ui/controllers",
+        "ui/src/ui",
+        "ui/src",
+        "ui"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 72585,
+          "right_pr_number": 72624,
+          "similarity": 0.448,
+          "content_similarity": 0.469,
+          "size_similarity": 0.184,
+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.841,
+          "shared_filenames": [
+            "ui/src/ui/app-render.ts",
+            "ui/src/ui/controllers/config.test.ts"
+          ],
+          "shared_directories": [
+            "ui/src/ui/controllers",
+            "ui/src/ui",
+            "ui/src",
+            "ui"
+          ]
+        }
+      ]
+    },
+    {
+      "cluster_id": "pr-scope-67796-2",
+      "pr_numbers": [
+        67796,
+        73060
+      ],
+      "representative_pr_number": 67796,
+      "average_similarity": 0.445,
+      "summary": "2 open PRs share weighted file overlap around `extensions/mattermost/src/channel.ts`; representative PR #67796.",
+      "shared_filenames": [
+        "extensions/mattermost/src/channel.ts"
+      ],
+      "shared_directories": [
+        "extensions/mattermost/src",
+        "extensions/mattermost",
         "extensions"
       ],
       "pairwise": [
         {
-          "left_pr_number": 71801,
-          "right_pr_number": 72812,
-          "similarity": 0.447,
-          "content_similarity": 0.288,
-          "size_similarity": 0.807,
+          "left_pr_number": 67796,
+          "right_pr_number": 73060,
+          "similarity": 0.445,
+          "content_similarity": 0.426,
+          "size_similarity": 0.14,
           "breadth_similarity": 0.75,
           "concentration_similarity": 1.0,
-          "shared_filenames": [],
+          "shared_filenames": [
+            "extensions/mattermost/src/channel.ts"
+          ],
           "shared_directories": [
-            "extensions/codex/src/app-server",
-            "extensions/codex/src",
-            "extensions/codex",
+            "extensions/mattermost/src",
+            "extensions/mattermost",
             "extensions"
           ]
         }
@@ -45144,69 +45488,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-41892-2",
-      "pr_numbers": [
-        41892,
-        71243
-      ],
-      "representative_pr_number": 41892,
-      "average_similarity": 0.444,
-      "summary": "2 open PRs share weighted file overlap around `ui/src/i18n/.i18n/th.meta.json`, `ui/src/i18n/locales/th.ts`, `ui/src/i18n/locales/fr.ts`; representative PR #41892.",
-      "shared_filenames": [
-        "ui/src/i18n/.i18n/th.meta.json",
-        "ui/src/i18n/locales/th.ts",
-        "ui/src/i18n/locales/fr.ts",
-        "ui/src/i18n/locales/id.ts",
-        "ui/src/i18n/locales/ja-JP.ts",
-        "ui/src/i18n/locales/ko.ts",
-        "ui/src/i18n/locales/pl.ts",
-        "ui/src/i18n/locales/tr.ts"
-      ],
-      "shared_directories": [
-        "ui/src/i18n/.i18n",
-        "ui/src/i18n/locales",
-        "ui/src/ui/views",
-        "ui/src/i18n",
-        "ui/src/styles",
-        "ui/src/ui",
-        "ui/src",
-        "ui"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 41892,
-          "right_pr_number": 71243,
-          "similarity": 0.444,
-          "content_similarity": 0.318,
-          "size_similarity": 0.568,
-          "breadth_similarity": 0.884,
-          "concentration_similarity": 0.959,
-          "shared_filenames": [
-            "ui/src/i18n/.i18n/de.meta.json",
-            "ui/src/i18n/.i18n/es.meta.json",
-            "ui/src/i18n/.i18n/fr.meta.json",
-            "ui/src/i18n/.i18n/id.meta.json",
-            "ui/src/i18n/.i18n/ja-JP.meta.json",
-            "ui/src/i18n/.i18n/ko.meta.json",
-            "ui/src/i18n/.i18n/pl.meta.json",
-            "ui/src/i18n/.i18n/pt-BR.meta.json",
-            "ui/src/i18n/.i18n/th.meta.json",
-            "ui/src/i18n/.i18n/tr.meta.json"
-          ],
-          "shared_directories": [
-            "ui/src/i18n/.i18n",
-            "ui/src/i18n/locales",
-            "ui/src/ui/views",
-            "ui/src/i18n",
-            "ui/src/styles",
-            "ui/src/ui",
-            "ui/src",
-            "ui"
-          ]
-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-53822-2",
       "pr_numbers": [
@@ -45258,158 +45539,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-67796-2",
-      "pr_numbers": [
-        67796,
-        73060
-      ],
-      "representative_pr_number": 67796,
-      "average_similarity": 0.444,
-      "summary": "2 open PRs share weighted file overlap around `extensions/mattermost/src/channel.ts`; representative PR #67796.",
-      "shared_filenames": [
-        "extensions/mattermost/src/channel.ts"
-      ],
-      "shared_directories": [
-        "extensions/mattermost/src",
-        "extensions/mattermost",
-        "extensions"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 67796,
-          "right_pr_number": 73060,
-          "similarity": 0.444,
-          "content_similarity": 0.426,
-          "size_similarity": 0.14,
-          "breadth_similarity": 0.75,
-          "concentration_similarity": 1.0,
-          "shared_filenames": [
-            "extensions/mattermost/src/channel.ts"
-          ],
-          "shared_directories": [
-            "extensions/mattermost/src",
-            "extensions/mattermost",
-            "extensions"
-          ]
-        }
-      ]
-    },
-    {
-      "cluster_id": "pr-scope-66272-2",
-      "pr_numbers": [
-        66272,
-        70368
-      ],
-      "representative_pr_number": 66272,
-      "average_similarity": 0.443,
-      "summary": "2 open PRs share weighted file overlap around `src/security/audit-loopback-logging.test.ts`; representative PR #66272.",
-      "shared_filenames": [
-        "src/security/audit-loopback-logging.test.ts"
-      ],
-      "shared_directories": [
-        "src/security",
-        "src"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 66272,
-          "right_pr_number": 70368,
-          "similarity": 0.443,
-          "content_similarity": 0.498,
-          "size_similarity": 0.071,
-          "breadth_similarity": 0.5,
-          "concentration_similarity": 0.666,
-          "shared_filenames": [
-            "src/security/audit-loopback-logging.test.ts"
-          ],
-          "shared_directories": [
-            "src/security",
-            "src"
-          ]
-        }
-      ]
-    },
-    {
-      "cluster_id": "pr-scope-72585-2",
-      "pr_numbers": [
-        72585,
-        72624
-      ],
-      "representative_pr_number": 72585,
-      "average_similarity": 0.443,
-      "summary": "2 open PRs share weighted file overlap around `ui/src/ui/controllers/config.test.ts`, `ui/src/ui/app-render.ts`; representative PR #72585.",
-      "shared_filenames": [
-        "ui/src/ui/controllers/config.test.ts",
-        "ui/src/ui/app-render.ts"
-      ],
-      "shared_directories": [
-        "ui/src/ui/controllers",
-        "ui/src/ui",
-        "ui/src",
-        "ui"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 72585,
-          "right_pr_number": 72624,
-          "similarity": 0.443,
-          "content_similarity": 0.462,
-          "size_similarity": 0.184,
-          "breadth_similarity": 0.5,
-          "concentration_similarity": 0.841,
-          "shared_filenames": [
-            "ui/src/ui/app-render.ts",
-            "ui/src/ui/controllers/config.test.ts"
-          ],
-          "shared_directories": [
-            "ui/src/ui/controllers",
-            "ui/src/ui",
-            "ui/src",
-            "ui"
-          ]
-        }
-      ]
-    },
-    {
-      "cluster_id": "pr-scope-41275-2",
-      "pr_numbers": [
-        41275,
-        68859
-      ],
-      "representative_pr_number": 41275,
-      "average_similarity": 0.442,
-      "summary": "2 open PRs share weighted file overlap around `ui/src/ui/controllers/cron.ts`; representative PR #41275.",
-      "shared_filenames": [
-        "ui/src/ui/controllers/cron.ts"
-      ],
-      "shared_directories": [
-        "ui/src/ui/controllers",
-        "ui/src/ui",
-        "ui/src",
-        "ui"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 41275,
-          "right_pr_number": 68859,
-          "similarity": 0.442,
-          "content_similarity": 0.491,
-          "size_similarity": 0.357,
-          "breadth_similarity": 0.25,
-          "concentration_similarity": 0.4,
-          "shared_filenames": [
-            "ui/src/ui/controllers/cron.ts"
-          ],
-          "shared_directories": [
-            "ui/src/ui/controllers",
-            "ui/src/ui",
-            "ui/src",
-            "ui"
-          ]
-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-40296-2",
       "pr_numbers": [
@@ -45452,7 +45581,7 @@
         68435
       ],
       "representative_pr_number": 66278,
-      "average_similarity": 0.44,
+      "average_similarity": 0.441,
       "summary": "2 open PRs share weighted file overlap around `src/gateway/openai-http.ts`; representative PR #66278.",
       "shared_filenames": [
         "src/gateway/openai-http.ts"
@@ -45465,8 +45594,8 @@
         {
           "left_pr_number": 66278,
           "right_pr_number": 68435,
-          "similarity": 0.44,
-          "content_similarity": 0.377,
+          "similarity": 0.441,
+          "content_similarity": 0.378,
           "size_similarity": 0.64,
           "breadth_similarity": 0.417,
           "concentration_similarity": 0.773,
@@ -45481,38 +45610,36 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-50979-2",
+      "cluster_id": "pr-scope-66272-2",
       "pr_numbers": [
-        50979,
-        65773
+        66272,
+        70368
       ],
-      "representative_pr_number": 50979,
-      "average_similarity": 0.438,
-      "summary": "2 open PRs share weighted file overlap around `extensions/slack/src/shared.ts`; representative PR #50979.",
+      "representative_pr_number": 66272,
+      "average_similarity": 0.439,
+      "summary": "2 open PRs share weighted file overlap around `src/security/audit-loopback-logging.test.ts`; representative PR #66272.",
       "shared_filenames": [
-        "extensions/slack/src/shared.ts"
+        "src/security/audit-loopback-logging.test.ts"
       ],
       "shared_directories": [
-        "extensions/slack/src",
-        "extensions/slack",
-        "extensions"
+        "src/security",
+        "src"
       ],
       "pairwise": [
         {
-          "left_pr_number": 50979,
-          "right_pr_number": 65773,
-          "similarity": 0.438,
-          "content_similarity": 0.296,
-          "size_similarity": 0.542,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 1.0,
+          "left_pr_number": 66272,
+          "right_pr_number": 70368,
+          "similarity": 0.439,
+          "content_similarity": 0.493,
+          "size_similarity": 0.071,
+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.666,
           "shared_filenames": [
-            "extensions/slack/src/shared.ts"
+            "src/security/audit-loopback-logging.test.ts"
           ],
           "shared_directories": [
-            "extensions/slack/src",
-            "extensions/slack",
-            "extensions"
+            "src/security",
+            "src"
           ]
         }
       ]
@@ -45563,7 +45690,7 @@
         72358
       ],
       "representative_pr_number": 40958,
-      "average_similarity": 0.436,
+      "average_similarity": 0.437,
       "summary": "2 open PRs share weighted file overlap around `.github/workflows/install-smoke.yml`, `pnpm-lock.yaml`; representative PR #40958.",
       "shared_filenames": [
         ".github/workflows/install-smoke.yml",
@@ -45577,8 +45704,8 @@
         {
           "left_pr_number": 40958,
           "right_pr_number": 72358,
-          "similarity": 0.436,
-          "content_similarity": 0.282,
+          "similarity": 0.437,
+          "content_similarity": 0.284,
           "size_similarity": 0.966,
           "breadth_similarity": 0.452,
           "concentration_similarity": 0.964,
@@ -45593,6 +45720,43 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-50979-2",
+      "pr_numbers": [
+        50979,
+        65773
+      ],
+      "representative_pr_number": 50979,
+      "average_similarity": 0.437,
+      "summary": "2 open PRs share weighted file overlap around `extensions/slack/src/shared.ts`; representative PR #50979.",
+      "shared_filenames": [
+        "extensions/slack/src/shared.ts"
+      ],
+      "shared_directories": [
+        "extensions/slack/src",
+        "extensions/slack",
+        "extensions"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 50979,
+          "right_pr_number": 65773,
+          "similarity": 0.437,
+          "content_similarity": 0.293,
+          "size_similarity": 0.542,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "extensions/slack/src/shared.ts"
+          ],
+          "shared_directories": [
+            "extensions/slack/src",
+            "extensions/slack",
+            "extensions"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-42961-2",
       "pr_numbers": [
@@ -45630,6 +45794,43 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-44098-2",
+      "pr_numbers": [
+        44098,
+        53565
+      ],
+      "representative_pr_number": 44098,
+      "average_similarity": 0.435,
+      "summary": "2 open PRs share weighted file overlap around `src/agents/sandbox/constants.ts`; representative PR #44098.",
+      "shared_filenames": [
+        "src/agents/sandbox/constants.ts"
+      ],
+      "shared_directories": [
+        "src/agents/sandbox",
+        "src/agents",
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 44098,
+          "right_pr_number": 53565,
+          "similarity": 0.435,
+          "content_similarity": 0.431,
+          "size_similarity": 0.278,
+          "breadth_similarity": 0.583,
+          "concentration_similarity": 0.667,
+          "shared_filenames": [
+            "src/agents/sandbox/constants.ts"
+          ],
+          "shared_directories": [
+            "src/agents/sandbox",
+            "src/agents",
+            "src"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-63786-2",
       "pr_numbers": [
@@ -45655,7 +45856,7 @@
           "left_pr_number": 63786,
           "right_pr_number": 65692,
           "similarity": 0.435,
-          "content_similarity": 0.355,
+          "content_similarity": 0.354,
           "size_similarity": 0.448,
           "breadth_similarity": 0.85,
           "concentration_similarity": 0.689,
@@ -45673,43 +45874,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-68876-2",
-      "pr_numbers": [
-        68876,
-        71012
-      ],
-      "representative_pr_number": 68876,
-      "average_similarity": 0.434,
-      "summary": "2 open PRs share weighted file overlap around `extensions/memory-core/src/dreaming-phases.ts`; representative PR #68876.",
-      "shared_filenames": [
-        "extensions/memory-core/src/dreaming-phases.ts"
-      ],
-      "shared_directories": [
-        "extensions/memory-core/src",
-        "extensions/memory-core",
-        "extensions"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 68876,
-          "right_pr_number": 71012,
-          "similarity": 0.434,
-          "content_similarity": 0.413,
-          "size_similarity": 0.078,
-          "breadth_similarity": 0.833,
-          "concentration_similarity": 1.0,
-          "shared_filenames": [
-            "extensions/memory-core/src/dreaming-phases.ts"
-          ],
-          "shared_directories": [
-            "extensions/memory-core/src",
-            "extensions/memory-core",
-            "extensions"
-          ]
-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-66081-2",
       "pr_numbers": [
@@ -45747,47 +45911,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-65452-2",
-      "pr_numbers": [
-        65452,
-        69059
-      ],
-      "representative_pr_number": 65452,
-      "average_similarity": 0.431,
-      "summary": "2 open PRs cluster in `packages/memory-host-sdk/src/host`, `packages/memory-host-sdk/src`, `src/memory-host-sdk/host` with similar change breadth; representative PR #65452.",
-      "shared_filenames": [],
-      "shared_directories": [
-        "packages/memory-host-sdk/src/host",
-        "packages/memory-host-sdk/src",
-        "src/memory-host-sdk/host",
-        "packages/memory-host-sdk",
-        "src/memory-host-sdk",
-        "packages",
-        "src"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 65452,
-          "right_pr_number": 69059,
-          "similarity": 0.431,
-          "content_similarity": 0.239,
-          "size_similarity": 0.758,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 1.0,
-          "shared_filenames": [],
-          "shared_directories": [
-            "packages/memory-host-sdk/src/host",
-            "packages/memory-host-sdk/src",
-            "src/memory-host-sdk/host",
-            "packages/memory-host-sdk",
-            "src/memory-host-sdk",
-            "packages",
-            "src"
-          ]
-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-40453-2",
       "pr_numbers": [
@@ -45840,37 +45963,41 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-44098-2",
+      "cluster_id": "pr-scope-65452-2",
       "pr_numbers": [
-        44098,
-        53565
-      ],
-      "representative_pr_number": 44098,
-      "average_similarity": 0.429,
-      "summary": "2 open PRs share weighted file overlap around `src/agents/sandbox/constants.ts`; representative PR #44098.",
-      "shared_filenames": [
-        "src/agents/sandbox/constants.ts"
+        65452,
+        69059
       ],
+      "representative_pr_number": 65452,
+      "average_similarity": 0.43,
+      "summary": "2 open PRs cluster in `packages/memory-host-sdk/src/host`, `packages/memory-host-sdk/src`, `src/memory-host-sdk/host` with similar change breadth; representative PR #65452.",
+      "shared_filenames": [],
       "shared_directories": [
-        "src/agents/sandbox",
-        "src/agents",
+        "packages/memory-host-sdk/src/host",
+        "packages/memory-host-sdk/src",
+        "src/memory-host-sdk/host",
+        "packages/memory-host-sdk",
+        "src/memory-host-sdk",
+        "packages",
         "src"
       ],
       "pairwise": [
         {
-          "left_pr_number": 44098,
-          "right_pr_number": 53565,
-          "similarity": 0.429,
-          "content_similarity": 0.422,
-          "size_similarity": 0.278,
-          "breadth_similarity": 0.583,
-          "concentration_similarity": 0.667,
-          "shared_filenames": [
-            "src/agents/sandbox/constants.ts"
-          ],
+          "left_pr_number": 65452,
+          "right_pr_number": 69059,
+          "similarity": 0.43,
+          "content_similarity": 0.238,
+          "size_similarity": 0.758,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [],
           "shared_directories": [
-            "src/agents/sandbox",
-            "src/agents",
+            "packages/memory-host-sdk/src/host",
+            "packages/memory-host-sdk/src",
+            "src/memory-host-sdk/host",
+            "packages/memory-host-sdk",
+            "src/memory-host-sdk",
+            "packages",
             "src"
           ]
         }
@@ -45911,6 +46038,43 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-67983-2",
+      "pr_numbers": [
+        67983,
+        72796
+      ],
+      "representative_pr_number": 67983,
+      "average_similarity": 0.422,
+      "summary": "2 open PRs share weighted file overlap around `src/plugins/hook-types.ts`; representative PR #67983.",
+      "shared_filenames": [
+        "src/plugins/hook-types.ts"
+      ],
+      "shared_directories": [
+        "src/plugins",
+        "src/agents",
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 67983,
+          "right_pr_number": 72796,
+          "similarity": 0.422,
+          "content_similarity": 0.255,
+          "size_similarity": 0.781,
+          "breadth_similarity": 0.775,
+          "concentration_similarity": 0.971,
+          "shared_filenames": [
+            "src/plugins/hook-types.ts"
+          ],
+          "shared_directories": [
+            "src/agents",
+            "src/plugins",
+            "src"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-70344-2",
       "pr_numbers": [
@@ -45933,7 +46097,7 @@
           "left_pr_number": 70344,
           "right_pr_number": 71589,
           "similarity": 0.42,
-          "content_similarity": 0.25,
+          "content_similarity": 0.249,
           "size_similarity": 0.835,
           "breadth_similarity": 0.889,
           "concentration_similarity": 0.622,
@@ -45985,6 +46149,41 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-66726-2",
+      "pr_numbers": [
+        66726,
+        70056
+      ],
+      "representative_pr_number": 66726,
+      "average_similarity": 0.418,
+      "summary": "2 open PRs share weighted file overlap around `src/gateway/server-channels.ts`; representative PR #66726.",
+      "shared_filenames": [
+        "src/gateway/server-channels.ts"
+      ],
+      "shared_directories": [
+        "src/gateway",
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 66726,
+          "right_pr_number": 70056,
+          "similarity": 0.418,
+          "content_similarity": 0.324,
+          "size_similarity": 0.444,
+          "breadth_similarity": 0.75,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/gateway/server-channels.ts"
+          ],
+          "shared_directories": [
+            "src/gateway",
+            "src"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-53905-2",
       "pr_numbers": [
@@ -46041,71 +46240,54 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-66749-2",
+      "cluster_id": "pr-scope-38897-2",
       "pr_numbers": [
-        66749,
-        68567
+        38897,
+        40366
       ],
-      "representative_pr_number": 66749,
-      "average_similarity": 0.417,
-      "summary": "2 open PRs share weighted file overlap around `src/agents/bash-tools.exec-runtime.test.ts`; representative PR #66749.",
+      "representative_pr_number": 38897,
+      "average_similarity": 0.413,
+      "summary": "2 open PRs share weighted file overlap around `ui/src/ui/views/nodes.ts`, `ui/src/ui/views/channels.ts`, `ui/src/ui/views/overview.ts`; representative PR #38897.",
       "shared_filenames": [
-        "src/agents/bash-tools.exec-runtime.test.ts"
+        "ui/src/ui/views/nodes.ts",
+        "ui/src/ui/views/channels.ts",
+        "ui/src/ui/views/overview.ts",
+        "ui/src/ui/app-render.ts"
       ],
       "shared_directories": [
+        "ui/src/ui/views",
+        "ui/src/ui",
+        "ui/src",
+        "src/infra",
+        "src/gateway",
         "src/agents",
+        "ui",
         "src"
       ],
       "pairwise": [
         {
-          "left_pr_number": 66749,
-          "right_pr_number": 68567,
-          "similarity": 0.417,
-          "content_similarity": 0.344,
-          "size_similarity": 0.853,
-          "breadth_similarity": 0.243,
-          "concentration_similarity": 0.483,
+          "left_pr_number": 38897,
+          "right_pr_number": 40366,
+          "similarity": 0.413,
+          "content_similarity": 0.204,
+          "size_similarity": 0.894,
+          "breadth_similarity": 0.93,
+          "concentration_similarity": 0.851,
           "shared_filenames": [
-            "src/agents/bash-tools.exec-runtime.test.ts"
+            "ui/src/ui/app-render.ts",
+            "ui/src/ui/views/channels.ts",
+            "ui/src/ui/views/nodes.ts",
+            "ui/src/ui/views/overview.ts"
           ],
           "shared_directories": [
+            "ui/src/ui/views",
+            "ui/src/ui",
             "src/agents",
-            "src"
-          ]
-        }
-      ]
-    },
-    {
-      "cluster_id": "pr-scope-66726-2",
-      "pr_numbers": [
-        66726,
-        70056
-      ],
-      "representative_pr_number": 66726,
-      "average_similarity": 0.414,
-      "summary": "2 open PRs share weighted file overlap around `src/gateway/server-channels.ts`; representative PR #66726.",
-      "shared_filenames": [
-        "src/gateway/server-channels.ts"
-      ],
-      "shared_directories": [
-        "src/gateway",
-        "src"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 66726,
-          "right_pr_number": 70056,
-          "similarity": 0.414,
-          "content_similarity": 0.317,
-          "size_similarity": 0.444,
-          "breadth_similarity": 0.75,
-          "concentration_similarity": 1.0,
-          "shared_filenames": [
-            "src/gateway/server-channels.ts"
-          ],
-          "shared_directories": [
             "src/gateway",
-            "src"
+            "src/infra",
+            "ui/src",
+            "src",
+            "ui"
           ]
         }
       ]
@@ -46150,54 +46332,73 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-38897-2",
+      "cluster_id": "pr-scope-41880-2",
       "pr_numbers": [
-        38897,
-        40366
+        41880,
+        41946
       ],
-      "representative_pr_number": 38897,
+      "representative_pr_number": 41880,
       "average_similarity": 0.412,
-      "summary": "2 open PRs share weighted file overlap around `ui/src/ui/views/nodes.ts`, `ui/src/ui/views/channels.ts`, `ui/src/ui/views/overview.ts`; representative PR #38897.",
+      "summary": "2 open PRs share weighted file overlap around `extensions/feishu/src/send.ts`; representative PR #41880.",
       "shared_filenames": [
-        "ui/src/ui/views/nodes.ts",
-        "ui/src/ui/views/channels.ts",
-        "ui/src/ui/views/overview.ts",
-        "ui/src/ui/app-render.ts"
+        "extensions/feishu/src/send.ts"
+      ],
+      "shared_directories": [
+        "extensions/feishu/src",
+        "extensions/feishu",
+        "extensions"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 41880,
+          "right_pr_number": 41946,
+          "similarity": 0.412,
+          "content_similarity": 0.298,
+          "size_similarity": 0.357,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "extensions/feishu/src/send.ts"
+          ],
+          "shared_directories": [
+            "extensions/feishu/src",
+            "extensions/feishu",
+            "extensions"
+          ]
+        }
+      ]
+    },
+    {
+      "cluster_id": "pr-scope-41659-2",
+      "pr_numbers": [
+        41659,
+        71884
+      ],
+      "representative_pr_number": 41659,
+      "average_similarity": 0.411,
+      "summary": "2 open PRs share weighted file overlap around `src/gateway/gateway-misc.test.ts`; representative PR #41659.",
+      "shared_filenames": [
+        "src/gateway/gateway-misc.test.ts"
       ],
       "shared_directories": [
-        "ui/src/ui/views",
-        "ui/src/ui",
-        "ui/src",
-        "src/infra",
         "src/gateway",
-        "src/agents",
-        "ui",
         "src"
       ],
       "pairwise": [
         {
-          "left_pr_number": 38897,
-          "right_pr_number": 40366,
-          "similarity": 0.412,
-          "content_similarity": 0.204,
-          "size_similarity": 0.894,
-          "breadth_similarity": 0.93,
-          "concentration_similarity": 0.851,
+          "left_pr_number": 41659,
+          "right_pr_number": 71884,
+          "similarity": 0.411,
+          "content_similarity": 0.325,
+          "size_similarity": 0.736,
+          "breadth_similarity": 0.417,
+          "concentration_similarity": 0.642,
           "shared_filenames": [
-            "ui/src/ui/app-render.ts",
-            "ui/src/ui/views/channels.ts",
-            "ui/src/ui/views/nodes.ts",
-            "ui/src/ui/views/overview.ts"
+            "src/gateway/gateway-misc.test.ts"
           ],
           "shared_directories": [
-            "ui/src/ui/views",
-            "ui/src/ui",
-            "src/agents",
             "src/gateway",
-            "src/infra",
-            "ui/src",
-            "src",
-            "ui"
+            "src"
           ]
         }
       ]
@@ -46240,35 +46441,37 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-68648-2",
+      "cluster_id": "pr-scope-63418-2",
       "pr_numbers": [
-        68648,
-        72268
+        63418,
+        72984
       ],
-      "representative_pr_number": 68648,
+      "representative_pr_number": 63418,
       "average_similarity": 0.41,
-      "summary": "2 open PRs share weighted file overlap around `src/agents/bash-tools.exec-approval-followup.test.ts`; representative PR #68648.",
+      "summary": "2 open PRs share weighted file overlap around `src/gateway/session-utils.test.ts`, `src/gateway/session-utils.ts`; representative PR #63418.",
       "shared_filenames": [
-        "src/agents/bash-tools.exec-approval-followup.test.ts"
+        "src/gateway/session-utils.test.ts",
+        "src/gateway/session-utils.ts"
       ],
       "shared_directories": [
-        "src/agents",
+        "src/gateway",
         "src"
       ],
       "pairwise": [
         {
-          "left_pr_number": 68648,
-          "right_pr_number": 72268,
+          "left_pr_number": 63418,
+          "right_pr_number": 72984,
           "similarity": 0.41,
-          "content_similarity": 0.337,
-          "size_similarity": 0.271,
-          "breadth_similarity": 0.833,
-          "concentration_similarity": 1.0,
+          "content_similarity": 0.234,
+          "size_similarity": 0.909,
+          "breadth_similarity": 0.697,
+          "concentration_similarity": 0.8,
           "shared_filenames": [
-            "src/agents/bash-tools.exec-approval-followup.test.ts"
+            "src/gateway/session-utils.test.ts",
+            "src/gateway/session-utils.ts"
           ],
           "shared_directories": [
-            "src/agents",
+            "src/gateway",
             "src"
           ]
         }
@@ -46312,37 +46515,35 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-63418-2",
+      "cluster_id": "pr-scope-66749-2",
       "pr_numbers": [
-        63418,
-        72984
+        66749,
+        68567
       ],
-      "representative_pr_number": 63418,
+      "representative_pr_number": 66749,
       "average_similarity": 0.409,
-      "summary": "2 open PRs share weighted file overlap around `src/gateway/session-utils.test.ts`, `src/gateway/session-utils.ts`; representative PR #63418.",
+      "summary": "2 open PRs share weighted file overlap around `src/agents/bash-tools.exec-runtime.test.ts`; representative PR #66749.",
       "shared_filenames": [
-        "src/gateway/session-utils.test.ts",
-        "src/gateway/session-utils.ts"
+        "src/agents/bash-tools.exec-runtime.test.ts"
       ],
       "shared_directories": [
-        "src/gateway",
+        "src/agents",
         "src"
       ],
       "pairwise": [
         {
-          "left_pr_number": 63418,
-          "right_pr_number": 72984,
+          "left_pr_number": 66749,
+          "right_pr_number": 68567,
           "similarity": 0.409,
-          "content_similarity": 0.233,
-          "size_similarity": 0.909,
-          "breadth_similarity": 0.697,
-          "concentration_similarity": 0.8,
+          "content_similarity": 0.332,
+          "size_similarity": 0.853,
+          "breadth_similarity": 0.243,
+          "concentration_similarity": 0.483,
           "shared_filenames": [
-            "src/gateway/session-utils.test.ts",
-            "src/gateway/session-utils.ts"
+            "src/agents/bash-tools.exec-runtime.test.ts"
           ],
           "shared_directories": [
-            "src/gateway",
+            "src/agents",
             "src"
           ]
         }
@@ -46355,7 +46556,7 @@
         67202
       ],
       "representative_pr_number": 40574,
-      "average_similarity": 0.408,
+      "average_similarity": 0.407,
       "summary": "2 open PRs share weighted file overlap around `src/agents/pi-tools.read.ts`; representative PR #40574.",
       "shared_filenames": [
         "src/agents/pi-tools.read.ts"
@@ -46368,8 +46569,8 @@
         {
           "left_pr_number": 40574,
           "right_pr_number": 67202,
-          "similarity": 0.408,
-          "content_similarity": 0.238,
+          "similarity": 0.407,
+          "content_similarity": 0.236,
           "size_similarity": 0.612,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -46383,6 +46584,41 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-70301-2",
+      "pr_numbers": [
+        70301,
+        72961
+      ],
+      "representative_pr_number": 70301,
+      "average_similarity": 0.407,
+      "summary": "2 open PRs cluster in `extensions/qqbot/src/engine`, `extensions/qqbot/src`, `extensions/qqbot` with similar change breadth; representative PR #70301.",
+      "shared_filenames": [],
+      "shared_directories": [
+        "extensions/qqbot/src/engine",
+        "extensions/qqbot/src",
+        "extensions/qqbot",
+        "extensions"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 70301,
+          "right_pr_number": 72961,
+          "similarity": 0.407,
+          "content_similarity": 0.25,
+          "size_similarity": 0.822,
+          "breadth_similarity": 0.667,
+          "concentration_similarity": 0.834,
+          "shared_filenames": [],
+          "shared_directories": [
+            "extensions/qqbot/src/engine",
+            "extensions/qqbot/src",
+            "extensions/qqbot",
+            "extensions"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-53593-2",
       "pr_numbers": [
@@ -46415,76 +46651,82 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-62927-2",
+      "cluster_id": "pr-scope-68408-2",
       "pr_numbers": [
-        62927,
-        64429
+        68408,
+        68597
       ],
-      "representative_pr_number": 62927,
-      "average_similarity": 0.406,
-      "summary": "2 open PRs share weighted file overlap around `extensions/slack/src/monitor/media.ts`; representative PR #62927.",
+      "representative_pr_number": 68408,
+      "average_similarity": 0.405,
+      "summary": "2 open PRs share weighted file overlap around `extensions/memory-core/src/memory/qmd-manager.ts`, `extensions/memory-core/src/memory/qmd-manager.test.ts`; representative PR #68408.",
       "shared_filenames": [
-        "extensions/slack/src/monitor/media.ts"
+        "extensions/memory-core/src/memory/qmd-manager.ts",
+        "extensions/memory-core/src/memory/qmd-manager.test.ts"
       ],
       "shared_directories": [
-        "extensions/slack/src/monitor",
-        "extensions/slack/src",
-        "extensions/slack",
-        "extensions"
+        "extensions/memory-core/src/memory",
+        "extensions/memory-core/src",
+        "extensions/memory-core",
+        "extensions",
+        "src"
       ],
       "pairwise": [
         {
-          "left_pr_number": 62927,
-          "right_pr_number": 64429,
-          "similarity": 0.406,
-          "content_similarity": 0.355,
-          "size_similarity": 0.529,
-          "breadth_similarity": 0.5,
-          "concentration_similarity": 0.556,
+          "left_pr_number": 68408,
+          "right_pr_number": 68597,
+          "similarity": 0.405,
+          "content_similarity": 0.23,
+          "size_similarity": 0.858,
+          "breadth_similarity": 0.667,
+          "concentration_similarity": 0.971,
           "shared_filenames": [
-            "extensions/slack/src/monitor/media.ts"
+            "extensions/memory-core/src/memory/qmd-manager.test.ts",
+            "extensions/memory-core/src/memory/qmd-manager.ts"
           ],
           "shared_directories": [
-            "extensions/slack/src/monitor",
-            "extensions/slack/src",
-            "extensions/slack",
-            "extensions"
+            "extensions/memory-core/src/memory",
+            "extensions/memory-core/src",
+            "extensions/memory-core",
+            "extensions",
+            "src"
           ]
         }
       ]
     },
     {
-      "cluster_id": "pr-scope-72584-2",
+      "cluster_id": "pr-scope-41501-2",
       "pr_numbers": [
-        72584,
-        72792
+        41501,
+        68450
       ],
-      "representative_pr_number": 72584,
-      "average_similarity": 0.405,
-      "summary": "2 open PRs share weighted file overlap around `src/gateway/server-methods/talk.ts`; representative PR #72584.",
+      "representative_pr_number": 41501,
+      "average_similarity": 0.404,
+      "summary": "2 open PRs share weighted file overlap around `src/auto-reply/reply/agent-runner-execution.ts`; representative PR #41501.",
       "shared_filenames": [
-        "src/gateway/server-methods/talk.ts"
+        "src/auto-reply/reply/agent-runner-execution.ts"
       ],
       "shared_directories": [
-        "src/gateway/server-methods",
-        "src/gateway",
+        "src/auto-reply/reply",
+        "src/auto-reply",
+        "src/agents",
         "src"
       ],
       "pairwise": [
         {
-          "left_pr_number": 72584,
-          "right_pr_number": 72792,
-          "similarity": 0.405,
-          "content_similarity": 0.286,
-          "size_similarity": 0.569,
-          "breadth_similarity": 0.833,
-          "concentration_similarity": 0.737,
+          "left_pr_number": 41501,
+          "right_pr_number": 68450,
+          "similarity": 0.404,
+          "content_similarity": 0.182,
+          "size_similarity": 0.913,
+          "breadth_similarity": 0.95,
+          "concentration_similarity": 0.897,
           "shared_filenames": [
-            "src/gateway/server-methods/talk.ts"
+            "src/auto-reply/reply/agent-runner-execution.ts"
           ],
           "shared_directories": [
-            "src/gateway/server-methods",
-            "src/gateway",
+            "src/auto-reply/reply",
+            "src/agents",
+            "src/auto-reply",
             "src"
           ]
         }
@@ -46524,44 +46766,40 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-68408-2",
+      "cluster_id": "pr-scope-62927-2",
       "pr_numbers": [
-        68408,
-        68597
+        62927,
+        64429
       ],
-      "representative_pr_number": 68408,
+      "representative_pr_number": 62927,
       "average_similarity": 0.404,
-      "summary": "2 open PRs share weighted file overlap around `extensions/memory-core/src/memory/qmd-manager.ts`, `extensions/memory-core/src/memory/qmd-manager.test.ts`; representative PR #68408.",
+      "summary": "2 open PRs share weighted file overlap around `extensions/slack/src/monitor/media.ts`; representative PR #62927.",
       "shared_filenames": [
-        "extensions/memory-core/src/memory/qmd-manager.ts",
-        "extensions/memory-core/src/memory/qmd-manager.test.ts"
+        "extensions/slack/src/monitor/media.ts"
       ],
       "shared_directories": [
-        "extensions/memory-core/src/memory",
-        "extensions/memory-core/src",
-        "extensions/memory-core",
-        "extensions",
-        "src"
+        "extensions/slack/src/monitor",
+        "extensions/slack/src",
+        "extensions/slack",
+        "extensions"
       ],
       "pairwise": [
         {
-          "left_pr_number": 68408,
-          "right_pr_number": 68597,
+          "left_pr_number": 62927,
+          "right_pr_number": 64429,
           "similarity": 0.404,
-          "content_similarity": 0.228,
-          "size_similarity": 0.858,
-          "breadth_similarity": 0.667,
-          "concentration_similarity": 0.971,
+          "content_similarity": 0.353,
+          "size_similarity": 0.529,
+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.556,
           "shared_filenames": [
-            "extensions/memory-core/src/memory/qmd-manager.test.ts",
-            "extensions/memory-core/src/memory/qmd-manager.ts"
+            "extensions/slack/src/monitor/media.ts"
           ],
           "shared_directories": [
-            "extensions/memory-core/src/memory",
-            "extensions/memory-core/src",
-            "extensions/memory-core",
-            "extensions",
-            "src"
+            "extensions/slack/src/monitor",
+            "extensions/slack/src",
+            "extensions/slack",
+            "extensions"
           ]
         }
       ]
@@ -46588,16 +46826,108 @@
           "left_pr_number": 55757,
           "right_pr_number": 69123,
           "similarity": 0.402,
-          "content_similarity": 0.443,
-          "size_similarity": 0.265,
-          "breadth_similarity": 0.267,
-          "concentration_similarity": 0.515,
+          "content_similarity": 0.443,
+          "size_similarity": 0.265,
+          "breadth_similarity": 0.267,
+          "concentration_similarity": 0.515,
+          "shared_filenames": [
+            "src/agents/cli-runner/execute.ts"
+          ],
+          "shared_directories": [
+            "src/agents/cli-runner",
+            "src/agents",
+            "src"
+          ]
+        }
+      ]
+    },
+    {
+      "cluster_id": "pr-scope-56196-2",
+      "pr_numbers": [
+        56196,
+        73136
+      ],
+      "representative_pr_number": 56196,
+      "average_similarity": 0.402,
+      "summary": "2 open PRs share weighted file overlap around `src/auto-reply/reply/get-reply-directives.ts`; representative PR #56196.",
+      "shared_filenames": [
+        "src/auto-reply/reply/get-reply-directives.ts"
+      ],
+      "shared_directories": [
+        "src/auto-reply/reply",
+        "src/auto-reply",
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 56196,
+          "right_pr_number": 73136,
+          "similarity": 0.402,
+          "content_similarity": 0.155,
+          "size_similarity": 0.956,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/auto-reply/reply/get-reply-directives.ts"
+          ],
+          "shared_directories": [
+            "src/auto-reply/reply",
+            "src/auto-reply",
+            "src"
+          ]
+        }
+      ]
+    },
+    {
+      "cluster_id": "pr-scope-69495-2",
+      "pr_numbers": [
+        69495,
+        70518
+      ],
+      "representative_pr_number": 69495,
+      "average_similarity": 0.402,
+      "summary": "2 open PRs share weighted file overlap around `src/infra/heartbeat-runner.model-override.test.ts`, `docs/gateway/configuration-reference.md`, `src/infra/heartbeat-runner.ts`; representative PR #69495.",
+      "shared_filenames": [
+        "src/infra/heartbeat-runner.model-override.test.ts",
+        "docs/gateway/configuration-reference.md",
+        "src/infra/heartbeat-runner.ts",
+        "src/config/types.agent-defaults.ts",
+        "src/config/zod-schema.agent-runtime.ts",
+        "src/config/schema.labels.ts",
+        "src/config/schema.help.ts",
+        "src/config/schema.base.generated.ts"
+      ],
+      "shared_directories": [
+        "docs/gateway",
+        "src/infra",
+        "src/config",
+        "docs",
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 69495,
+          "right_pr_number": 70518,
+          "similarity": 0.402,
+          "content_similarity": 0.345,
+          "size_similarity": 0.378,
+          "breadth_similarity": 0.603,
+          "concentration_similarity": 0.87,
           "shared_filenames": [
-            "src/agents/cli-runner/execute.ts"
+            "docs/gateway/configuration-reference.md",
+            "src/config/schema.base.generated.ts",
+            "src/config/schema.help.ts",
+            "src/config/schema.labels.ts",
+            "src/config/types.agent-defaults.ts",
+            "src/config/zod-schema.agent-runtime.ts",
+            "src/infra/heartbeat-runner.model-override.test.ts",
+            "src/infra/heartbeat-runner.ts"
           ],
           "shared_directories": [
-            "src/agents/cli-runner",
-            "src/agents",
+            "docs/gateway",
+            "src/config",
+            "src/infra",
+            "docs",
             "src"
           ]
         }
@@ -46682,56 +47012,36 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-69495-2",
+      "cluster_id": "pr-scope-68737-2",
       "pr_numbers": [
-        69495,
-        70518
+        68737,
+        69038
       ],
-      "representative_pr_number": 69495,
+      "representative_pr_number": 68737,
       "average_similarity": 0.401,
-      "summary": "2 open PRs share weighted file overlap around `src/infra/heartbeat-runner.model-override.test.ts`, `src/infra/heartbeat-runner.ts`, `docs/gateway/configuration-reference.md`; representative PR #69495.",
-      "shared_filenames": [
-        "src/infra/heartbeat-runner.model-override.test.ts",
-        "src/infra/heartbeat-runner.ts",
-        "docs/gateway/configuration-reference.md",
-        "src/config/types.agent-defaults.ts",
-        "src/config/zod-schema.agent-runtime.ts",
-        "src/config/schema.labels.ts",
-        "src/config/schema.help.ts",
-        "src/config/schema.base.generated.ts"
-      ],
+      "summary": "2 open PRs cluster in `extensions/mattermost/src/mattermost`, `extensions/mattermost/src`, `extensions/mattermost` with similar change breadth; representative PR #68737.",
+      "shared_filenames": [],
       "shared_directories": [
-        "docs/gateway",
-        "src/infra",
-        "src/config",
-        "docs",
-        "src"
+        "extensions/mattermost/src/mattermost",
+        "extensions/mattermost/src",
+        "extensions/mattermost",
+        "extensions"
       ],
       "pairwise": [
         {
-          "left_pr_number": 69495,
-          "right_pr_number": 70518,
+          "left_pr_number": 68737,
+          "right_pr_number": 69038,
           "similarity": 0.401,
-          "content_similarity": 0.344,
-          "size_similarity": 0.378,
-          "breadth_similarity": 0.603,
-          "concentration_similarity": 0.87,
-          "shared_filenames": [
-            "docs/gateway/configuration-reference.md",
-            "src/config/schema.base.generated.ts",
-            "src/config/schema.help.ts",
-            "src/config/schema.labels.ts",
-            "src/config/types.agent-defaults.ts",
-            "src/config/zod-schema.agent-runtime.ts",
-            "src/infra/heartbeat-runner.model-override.test.ts",
-            "src/infra/heartbeat-runner.ts"
-          ],
+          "content_similarity": 0.255,
+          "size_similarity": 0.486,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [],
           "shared_directories": [
-            "docs/gateway",
-            "src/config",
-            "src/infra",
-            "docs",
-            "src"
+            "extensions/mattermost/src/mattermost",
+            "extensions/mattermost/src",
+            "extensions/mattermost",
+            "extensions"
           ]
         }
       ]
@@ -46758,7 +47068,7 @@
           "left_pr_number": 38222,
           "right_pr_number": 72797,
           "similarity": 0.4,
-          "content_similarity": 0.146,
+          "content_similarity": 0.147,
           "size_similarity": 1.0,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.942,
@@ -46773,6 +47083,43 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-39269-2",
+      "pr_numbers": [
+        39269,
+        72409
+      ],
+      "representative_pr_number": 39269,
+      "average_similarity": 0.4,
+      "summary": "2 open PRs share weighted file overlap around `src/plugins/manifest-registry.test.ts`, `src/plugins/manifest-registry.ts`; representative PR #39269.",
+      "shared_filenames": [
+        "src/plugins/manifest-registry.test.ts",
+        "src/plugins/manifest-registry.ts"
+      ],
+      "shared_directories": [
+        "src/plugins",
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 39269,
+          "right_pr_number": 72409,
+          "similarity": 0.4,
+          "content_similarity": 0.344,
+          "size_similarity": 0.658,
+          "breadth_similarity": 0.388,
+          "concentration_similarity": 0.436,
+          "shared_filenames": [
+            "src/plugins/manifest-registry.test.ts",
+            "src/plugins/manifest-registry.ts"
+          ],
+          "shared_directories": [
+            "src/plugins",
+            "src"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-41807-2",
       "pr_numbers": [
@@ -46853,6 +47200,57 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-47922-2",
+      "pr_numbers": [
+        47922,
+        70609
+      ],
+      "representative_pr_number": 47922,
+      "average_similarity": 0.391,
+      "summary": "2 open PRs share weighted file overlap around `src/infra/outbound/message.test.ts`, `src/gateway/server-methods/send.test.ts`, `src/gateway/server-methods/send.ts`; representative PR #47922.",
+      "shared_filenames": [
+        "src/infra/outbound/message.test.ts",
+        "src/gateway/server-methods/send.test.ts",
+        "src/gateway/server-methods/send.ts",
+        "src/infra/outbound/message.ts",
+        "src/infra/outbound/deliver.ts"
+      ],
+      "shared_directories": [
+        "src/infra/outbound",
+        "src/gateway/server-methods",
+        "src/infra",
+        "src/gateway",
+        "src/agents",
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 47922,
+          "right_pr_number": 70609,
+          "similarity": 0.391,
+          "content_similarity": 0.209,
+          "size_similarity": 0.882,
+          "breadth_similarity": 0.671,
+          "concentration_similarity": 0.903,
+          "shared_filenames": [
+            "src/gateway/server-methods/send.test.ts",
+            "src/gateway/server-methods/send.ts",
+            "src/infra/outbound/deliver.ts",
+            "src/infra/outbound/message.test.ts",
+            "src/infra/outbound/message.ts"
+          ],
+          "shared_directories": [
+            "src/gateway/server-methods",
+            "src/infra/outbound",
+            "src/agents",
+            "src/gateway",
+            "src/infra",
+            "src"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-43609-2",
       "pr_numbers": [
@@ -46860,7 +47258,7 @@
         43895
       ],
       "representative_pr_number": 43609,
-      "average_similarity": 0.385,
+      "average_similarity": 0.384,
       "summary": "2 open PRs share weighted file overlap around `src/commands/status.summary.ts`; representative PR #43609.",
       "shared_filenames": [
         "src/commands/status.summary.ts"
@@ -46873,7 +47271,7 @@
         {
           "left_pr_number": 43609,
           "right_pr_number": 43895,
-          "similarity": 0.385,
+          "similarity": 0.384,
           "content_similarity": 0.198,
           "size_similarity": 0.848,
           "breadth_similarity": 0.833,
@@ -46895,7 +47293,7 @@
         68843
       ],
       "representative_pr_number": 67692,
-      "average_similarity": 0.383,
+      "average_similarity": 0.382,
       "summary": "2 open PRs share weighted file overlap around `src/auto-reply/reply/dispatch-acp.ts`, `src/auto-reply/reply/dispatch-acp.test.ts`; representative PR #67692.",
       "shared_filenames": [
         "src/auto-reply/reply/dispatch-acp.ts",
@@ -46910,7 +47308,7 @@
         {
           "left_pr_number": 67692,
           "right_pr_number": 68843,
-          "similarity": 0.383,
+          "similarity": 0.382,
           "content_similarity": 0.269,
           "size_similarity": 0.407,
           "breadth_similarity": 0.833,
@@ -46928,71 +47326,36 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-38939-2",
+      "cluster_id": "pr-scope-72644-2",
       "pr_numbers": [
-        38939,
-        64820
+        72644,
+        73174
       ],
-      "representative_pr_number": 38939,
-      "average_similarity": 0.381,
-      "summary": "2 open PRs share weighted file overlap around `extensions/feishu/src/bot.ts`; representative PR #38939.",
+      "representative_pr_number": 72644,
+      "average_similarity": 0.38,
+      "summary": "2 open PRs share weighted file overlap around `docs/install/node.md`; representative PR #72644.",
       "shared_filenames": [
-        "extensions/feishu/src/bot.ts"
+        "docs/install/node.md"
       ],
       "shared_directories": [
-        "extensions/feishu/src",
-        "extensions/feishu",
-        "extensions"
+        "docs/install",
+        "docs"
       ],
       "pairwise": [
         {
-          "left_pr_number": 38939,
-          "right_pr_number": 64820,
-          "similarity": 0.381,
-          "content_similarity": 0.163,
-          "size_similarity": 0.985,
-          "breadth_similarity": 0.75,
-          "concentration_similarity": 0.892,
+          "left_pr_number": 72644,
+          "right_pr_number": 73174,
+          "similarity": 0.38,
+          "content_similarity": 0.408,
+          "size_similarity": 0.053,
+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.737,
           "shared_filenames": [
-            "extensions/feishu/src/bot.ts"
+            "docs/install/node.md"
           ],
           "shared_directories": [
-            "extensions/feishu/src",
-            "extensions/feishu",
-            "extensions"
-          ]
-        }
-      ]
-    },
-    {
-      "cluster_id": "pr-scope-68164-2",
-      "pr_numbers": [
-        68164,
-        71841
-      ],
-      "representative_pr_number": 68164,
-      "average_similarity": 0.38,
-      "summary": "2 open PRs cluster in `extensions/slack/src`, `extensions/slack`, `extensions` with similar change breadth; representative PR #68164.",
-      "shared_filenames": [],
-      "shared_directories": [
-        "extensions/slack/src",
-        "extensions/slack",
-        "extensions"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 68164,
-          "right_pr_number": 71841,
-          "similarity": 0.38,
-          "content_similarity": 0.151,
-          "size_similarity": 0.831,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 1.0,
-          "shared_filenames": [],
-          "shared_directories": [
-            "extensions/slack/src",
-            "extensions/slack",
-            "extensions"
+            "docs/install",
+            "docs"
           ]
         }
       ]
@@ -47069,6 +47432,39 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-68164-2",
+      "pr_numbers": [
+        68164,
+        71841
+      ],
+      "representative_pr_number": 68164,
+      "average_similarity": 0.378,
+      "summary": "2 open PRs cluster in `extensions/slack/src`, `extensions/slack`, `extensions` with similar change breadth; representative PR #68164.",
+      "shared_filenames": [],
+      "shared_directories": [
+        "extensions/slack/src",
+        "extensions/slack",
+        "extensions"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 68164,
+          "right_pr_number": 71841,
+          "similarity": 0.378,
+          "content_similarity": 0.148,
+          "size_similarity": 0.831,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [],
+          "shared_directories": [
+            "extensions/slack/src",
+            "extensions/slack",
+            "extensions"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-48589-2",
       "pr_numbers": [
@@ -47109,46 +47505,34 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-53966-2",
+      "cluster_id": "pr-scope-39806-2",
       "pr_numbers": [
-        53966,
-        58731
-      ],
-      "representative_pr_number": 53966,
-      "average_similarity": 0.375,
-      "summary": "2 open PRs share weighted file overlap around `extensions/slack/src/monitor/thread-resolution.ts`, `extensions/slack/src/monitor/message-handler/dispatch.ts`, `extensions/slack/src/monitor/message-handler/prepare.ts`; representative PR #53966.",
-      "shared_filenames": [
-        "extensions/slack/src/monitor/thread-resolution.ts",
-        "extensions/slack/src/monitor/message-handler/dispatch.ts",
-        "extensions/slack/src/monitor/message-handler/prepare.ts"
+        39806,
+        41275
       ],
+      "representative_pr_number": 39806,
+      "average_similarity": 0.376,
+      "summary": "2 open PRs cluster in `ui/src/ui`, `ui/src`, `ui` with similar change breadth; representative PR #39806.",
+      "shared_filenames": [],
       "shared_directories": [
-        "extensions/slack/src/monitor/message-handler",
-        "extensions/slack/src/monitor",
-        "extensions/slack/src",
-        "extensions/slack",
-        "extensions"
+        "ui/src/ui",
+        "ui/src",
+        "ui"
       ],
       "pairwise": [
         {
-          "left_pr_number": 53966,
-          "right_pr_number": 58731,
-          "similarity": 0.375,
-          "content_similarity": 0.28,
-          "size_similarity": 0.432,
-          "breadth_similarity": 0.755,
-          "concentration_similarity": 0.779,
-          "shared_filenames": [
-            "extensions/slack/src/monitor/message-handler/dispatch.ts",
-            "extensions/slack/src/monitor/message-handler/prepare.ts",
-            "extensions/slack/src/monitor/thread-resolution.ts"
-          ],
+          "left_pr_number": 39806,
+          "right_pr_number": 41275,
+          "similarity": 0.376,
+          "content_similarity": 0.124,
+          "size_similarity": 0.929,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [],
           "shared_directories": [
-            "extensions/slack/src/monitor/message-handler",
-            "extensions/slack/src/monitor",
-            "extensions/slack/src",
-            "extensions/slack",
-            "extensions"
+            "ui/src/ui",
+            "ui/src",
+            "ui"
           ]
         }
       ]
@@ -47175,7 +47559,7 @@
           "left_pr_number": 37656,
           "right_pr_number": 39726,
           "similarity": 0.374,
-          "content_similarity": 0.293,
+          "content_similarity": 0.292,
           "size_similarity": 0.261,
           "breadth_similarity": 0.8,
           "concentration_similarity": 0.999,
@@ -47191,69 +47575,81 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-38881-2",
+      "cluster_id": "pr-scope-54593-2",
       "pr_numbers": [
-        38881,
-        72813
+        54593,
+        61089
       ],
-      "representative_pr_number": 38881,
-      "average_similarity": 0.371,
-      "summary": "2 open PRs share weighted file overlap around `src/auto-reply/reply/get-reply.ts`; representative PR #38881.",
+      "representative_pr_number": 54593,
+      "average_similarity": 0.373,
+      "summary": "2 open PRs share weighted file overlap around `src/sessions/session-key-utils.ts`; representative PR #54593.",
       "shared_filenames": [
-        "src/auto-reply/reply/get-reply.ts"
+        "src/sessions/session-key-utils.ts"
       ],
       "shared_directories": [
-        "src/auto-reply/reply",
-        "src/auto-reply",
+        "src/sessions",
         "src"
       ],
       "pairwise": [
         {
-          "left_pr_number": 38881,
-          "right_pr_number": 72813,
-          "similarity": 0.371,
-          "content_similarity": 0.178,
-          "size_similarity": 0.929,
-          "breadth_similarity": 0.583,
-          "concentration_similarity": 0.985,
+          "left_pr_number": 54593,
+          "right_pr_number": 61089,
+          "similarity": 0.373,
+          "content_similarity": 0.325,
+          "size_similarity": 0.173,
+          "breadth_similarity": 0.7,
+          "concentration_similarity": 0.994,
           "shared_filenames": [
-            "src/auto-reply/reply/get-reply.ts"
+            "src/sessions/session-key-utils.ts"
           ],
           "shared_directories": [
-            "src/auto-reply/reply",
-            "src/auto-reply",
+            "src/sessions",
             "src"
           ]
         }
       ]
     },
     {
-      "cluster_id": "pr-scope-53551-2",
+      "cluster_id": "pr-scope-53966-2",
       "pr_numbers": [
-        53551,
-        67096
+        53966,
+        58731
+      ],
+      "representative_pr_number": 53966,
+      "average_similarity": 0.372,
+      "summary": "2 open PRs share weighted file overlap around `extensions/slack/src/monitor/thread-resolution.ts`, `extensions/slack/src/monitor/message-handler/dispatch.ts`, `extensions/slack/src/monitor/message-handler/prepare.ts`; representative PR #53966.",
+      "shared_filenames": [
+        "extensions/slack/src/monitor/thread-resolution.ts",
+        "extensions/slack/src/monitor/message-handler/dispatch.ts",
+        "extensions/slack/src/monitor/message-handler/prepare.ts"
       ],
-      "representative_pr_number": 53551,
-      "average_similarity": 0.371,
-      "summary": "2 open PRs cluster in `.github/workflows`, `.github` with similar change breadth; representative PR #53551.",
-      "shared_filenames": [],
       "shared_directories": [
-        ".github/workflows",
-        ".github"
+        "extensions/slack/src/monitor/message-handler",
+        "extensions/slack/src/monitor",
+        "extensions/slack/src",
+        "extensions/slack",
+        "extensions"
       ],
       "pairwise": [
         {
-          "left_pr_number": 53551,
-          "right_pr_number": 67096,
-          "similarity": 0.371,
-          "content_similarity": 0.101,
-          "size_similarity": 1.0,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 1.0,
-          "shared_filenames": [],
+          "left_pr_number": 53966,
+          "right_pr_number": 58731,
+          "similarity": 0.372,
+          "content_similarity": 0.275,
+          "size_similarity": 0.432,
+          "breadth_similarity": 0.755,
+          "concentration_similarity": 0.779,
+          "shared_filenames": [
+            "extensions/slack/src/monitor/message-handler/dispatch.ts",
+            "extensions/slack/src/monitor/message-handler/prepare.ts",
+            "extensions/slack/src/monitor/thread-resolution.ts"
+          ],
           "shared_directories": [
-            ".github/workflows",
-            ".github"
+            "extensions/slack/src/monitor/message-handler",
+            "extensions/slack/src/monitor",
+            "extensions/slack/src",
+            "extensions/slack",
+            "extensions"
           ]
         }
       ]
@@ -47265,7 +47661,7 @@
         59294
       ],
       "representative_pr_number": 40463,
-      "average_similarity": 0.37,
+      "average_similarity": 0.371,
       "summary": "2 open PRs share weighted file overlap around `extensions/msteams/src/monitor-handler/inbound-media.test.ts`, `extensions/msteams/src/monitor-handler/inbound-media.ts`, `extensions/msteams/src/monitor-handler/message-handler.ts`; representative PR #40463.",
       "shared_filenames": [
         "extensions/msteams/src/monitor-handler/inbound-media.test.ts",
@@ -47284,7 +47680,7 @@
         {
           "left_pr_number": 40463,
           "right_pr_number": 59294,
-          "similarity": 0.37,
+          "similarity": 0.371,
           "content_similarity": 0.337,
           "size_similarity": 0.477,
           "breadth_similarity": 0.18,
@@ -47306,34 +47702,79 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-33845-2",
+      "cluster_id": "pr-scope-53551-2",
       "pr_numbers": [
-        33845,
-        71132
+        53551,
+        67096
       ],
-      "representative_pr_number": 33845,
-      "average_similarity": 0.368,
-      "summary": "2 open PRs cluster in `extensions/slack/src`, `extensions/slack`, `extensions` with similar change breadth; representative PR #33845.",
+      "representative_pr_number": 53551,
+      "average_similarity": 0.371,
+      "summary": "2 open PRs cluster in `.github/workflows`, `.github` with similar change breadth; representative PR #53551.",
       "shared_filenames": [],
       "shared_directories": [
-        "extensions/slack/src",
-        "extensions/slack",
-        "extensions"
+        ".github/workflows",
+        ".github"
       ],
       "pairwise": [
         {
-          "left_pr_number": 33845,
-          "right_pr_number": 71132,
-          "similarity": 0.368,
-          "content_similarity": 0.152,
-          "size_similarity": 0.91,
-          "breadth_similarity": 0.75,
+          "left_pr_number": 53551,
+          "right_pr_number": 67096,
+          "similarity": 0.371,
+          "content_similarity": 0.102,
+          "size_similarity": 1.0,
+          "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
           "shared_filenames": [],
           "shared_directories": [
-            "extensions/slack/src",
-            "extensions/slack",
-            "extensions"
+            ".github/workflows",
+            ".github"
+          ]
+        }
+      ]
+    },
+    {
+      "cluster_id": "pr-scope-63176-2",
+      "pr_numbers": [
+        63176,
+        64294
+      ],
+      "representative_pr_number": 63176,
+      "average_similarity": 0.371,
+      "summary": "2 open PRs share weighted file overlap around `src/plugins/runtime/types-core.ts`, `src/plugins/runtime/index.ts`, `test/helpers/plugins/plugin-runtime-mock.ts`; representative PR #63176.",
+      "shared_filenames": [
+        "src/plugins/runtime/types-core.ts",
+        "src/plugins/runtime/index.ts",
+        "test/helpers/plugins/plugin-runtime-mock.ts"
+      ],
+      "shared_directories": [
+        "src/plugins/runtime",
+        "test/helpers/plugins",
+        "test/helpers",
+        "src/plugins",
+        "test",
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 63176,
+          "right_pr_number": 64294,
+          "similarity": 0.371,
+          "content_similarity": 0.217,
+          "size_similarity": 0.707,
+          "breadth_similarity": 0.718,
+          "concentration_similarity": 0.83,
+          "shared_filenames": [
+            "src/plugins/runtime/index.ts",
+            "src/plugins/runtime/types-core.ts",
+            "test/helpers/plugins/plugin-runtime-mock.ts"
+          ],
+          "shared_directories": [
+            "src/plugins/runtime",
+            "test/helpers/plugins",
+            "src/plugins",
+            "test/helpers",
+            "src",
+            "test"
           ]
         }
       ]
@@ -47476,7 +47917,7 @@
           "left_pr_number": 53511,
           "right_pr_number": 72800,
           "similarity": 0.365,
-          "content_similarity": 0.211,
+          "content_similarity": 0.21,
           "size_similarity": 0.467,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.95,
@@ -47493,75 +47934,46 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-67381-2",
+      "cluster_id": "pr-scope-72010-2",
       "pr_numbers": [
-        67381,
-        68450
+        72010,
+        73046
       ],
-      "representative_pr_number": 67381,
-      "average_similarity": 0.365,
-      "summary": "2 open PRs share weighted file overlap around `src/auto-reply/reply/agent-runner-execution.ts`; representative PR #67381.",
+      "representative_pr_number": 72010,
+      "average_similarity": 0.361,
+      "summary": "2 open PRs share weighted file overlap around `src/auto-reply/reply/dispatch-from-config.test.ts`, `src/auto-reply/reply/dispatch-from-config.ts`; representative PR #72010.",
       "shared_filenames": [
-        "src/auto-reply/reply/agent-runner-execution.ts"
+        "src/auto-reply/reply/dispatch-from-config.test.ts",
+        "src/auto-reply/reply/dispatch-from-config.ts"
       ],
       "shared_directories": [
+        "src/agents/pi-embedded-runner/run",
+        "src/agents/pi-embedded-runner",
         "src/auto-reply/reply",
         "src/auto-reply",
-        "src"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 67381,
-          "right_pr_number": 68450,
-          "similarity": 0.365,
-          "content_similarity": 0.455,
-          "size_similarity": 0.02,
-          "breadth_similarity": 0.09,
-          "concentration_similarity": 0.677,
-          "shared_filenames": [
-            "src/auto-reply/reply/agent-runner-execution.ts"
-          ],
-          "shared_directories": [
-            "src/auto-reply/reply",
-            "src/auto-reply",
-            "src"
-          ]
-        }
-      ]
-    },
-    {
-      "cluster_id": "pr-scope-64064-2",
-      "pr_numbers": [
-        64064,
-        70682
-      ],
-      "representative_pr_number": 64064,
-      "average_similarity": 0.36,
-      "summary": "2 open PRs share weighted file overlap around `src/agents/anthropic-transport-stream.test.ts`, `src/agents/anthropic-transport-stream.ts`; representative PR #64064.",
-      "shared_filenames": [
-        "src/agents/anthropic-transport-stream.test.ts",
-        "src/agents/anthropic-transport-stream.ts"
-      ],
-      "shared_directories": [
         "src/agents",
         "extensions",
         "src"
       ],
       "pairwise": [
         {
-          "left_pr_number": 64064,
-          "right_pr_number": 70682,
-          "similarity": 0.36,
-          "content_similarity": 0.159,
-          "size_similarity": 0.973,
-          "breadth_similarity": 0.538,
-          "concentration_similarity": 0.965,
+          "left_pr_number": 72010,
+          "right_pr_number": 73046,
+          "similarity": 0.361,
+          "content_similarity": 0.124,
+          "size_similarity": 0.902,
+          "breadth_similarity": 0.897,
+          "concentration_similarity": 0.987,
           "shared_filenames": [
-            "src/agents/anthropic-transport-stream.test.ts",
-            "src/agents/anthropic-transport-stream.ts"
+            "src/auto-reply/reply/dispatch-from-config.test.ts",
+            "src/auto-reply/reply/dispatch-from-config.ts"
           ],
           "shared_directories": [
+            "src/agents/pi-embedded-runner/run",
+            "src/agents/pi-embedded-runner",
+            "src/auto-reply/reply",
             "src/agents",
+            "src/auto-reply",
             "extensions",
             "src"
           ]
@@ -47575,7 +47987,7 @@
         69297
       ],
       "representative_pr_number": 54183,
-      "average_similarity": 0.359,
+      "average_similarity": 0.36,
       "summary": "2 open PRs share weighted file overlap around `src/config/types.whatsapp.ts`, `src/config/zod-schema.providers-whatsapp.ts`, `src/config/bundled-channel-config-metadata.generated.ts`; representative PR #54183.",
       "shared_filenames": [
         "src/config/types.whatsapp.ts",
@@ -47596,8 +48008,8 @@
         {
           "left_pr_number": 54183,
           "right_pr_number": 69297,
-          "similarity": 0.359,
-          "content_similarity": 0.165,
+          "similarity": 0.36,
+          "content_similarity": 0.166,
           "size_similarity": 0.827,
           "breadth_similarity": 0.72,
           "concentration_similarity": 0.953,
@@ -47650,6 +48062,43 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-67910-2",
+      "pr_numbers": [
+        67910,
+        68505
+      ],
+      "representative_pr_number": 67910,
+      "average_similarity": 0.359,
+      "summary": "2 open PRs share weighted file overlap around `extensions/memory-core/src/cli.test.ts`; representative PR #67910.",
+      "shared_filenames": [
+        "extensions/memory-core/src/cli.test.ts"
+      ],
+      "shared_directories": [
+        "extensions/memory-core/src",
+        "extensions/memory-core",
+        "extensions"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 67910,
+          "right_pr_number": 68505,
+          "similarity": 0.359,
+          "content_similarity": 0.283,
+          "size_similarity": 0.137,
+          "breadth_similarity": 0.9,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "extensions/memory-core/src/cli.test.ts"
+          ],
+          "shared_directories": [
+            "extensions/memory-core/src",
+            "extensions/memory-core",
+            "extensions"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-68152-2",
       "pr_numbers": [
@@ -47657,7 +48106,7 @@
         69634
       ],
       "representative_pr_number": 68152,
-      "average_similarity": 0.356,
+      "average_similarity": 0.357,
       "summary": "2 open PRs cluster in `ui/src/ui`, `ui/src`, `ui` with similar change breadth; representative PR #68152.",
       "shared_filenames": [],
       "shared_directories": [
@@ -47669,7 +48118,7 @@
         {
           "left_pr_number": 68152,
           "right_pr_number": 69634,
-          "similarity": 0.356,
+          "similarity": 0.357,
           "content_similarity": 0.081,
           "size_similarity": 1.0,
           "breadth_similarity": 1.0,
@@ -47684,53 +48133,35 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-72010-2",
+      "cluster_id": "pr-scope-69690-2",
       "pr_numbers": [
-        72010,
-        73046
+        69690,
+        71072
       ],
-      "representative_pr_number": 72010,
+      "representative_pr_number": 69690,
       "average_similarity": 0.356,
-      "summary": "2 open PRs share weighted file overlap around `src/auto-reply/reply/dispatch-from-config.test.ts`, `src/auto-reply/reply/dispatch-from-config.ts`, `docs/.generated/config-baseline.sha256`; representative PR #72010.",
+      "summary": "2 open PRs share weighted file overlap around `src/plugins/loader.ts`; representative PR #69690.",
       "shared_filenames": [
-        "src/auto-reply/reply/dispatch-from-config.test.ts",
-        "src/auto-reply/reply/dispatch-from-config.ts",
-        "docs/.generated/config-baseline.sha256"
+        "src/plugins/loader.ts"
       ],
       "shared_directories": [
-        "src/agents/pi-embedded-runner/run",
-        "src/agents/pi-embedded-runner",
-        "src/auto-reply/reply",
-        "docs/.generated",
-        "src/auto-reply",
-        "src/config",
-        "src/agents",
-        "docs"
+        "src/plugins",
+        "src"
       ],
       "pairwise": [
         {
-          "left_pr_number": 72010,
-          "right_pr_number": 73046,
+          "left_pr_number": 69690,
+          "right_pr_number": 71072,
           "similarity": 0.356,
-          "content_similarity": 0.121,
-          "size_similarity": 0.967,
-          "breadth_similarity": 0.779,
-          "concentration_similarity": 0.963,
+          "content_similarity": 0.322,
+          "size_similarity": 0.124,
+          "breadth_similarity": 0.625,
+          "concentration_similarity": 1.0,
           "shared_filenames": [
-            "docs/.generated/config-baseline.sha256",
-            "src/auto-reply/reply/dispatch-from-config.test.ts",
-            "src/auto-reply/reply/dispatch-from-config.ts"
+            "src/plugins/loader.ts"
           ],
           "shared_directories": [
-            "src/agents/pi-embedded-runner/run",
-            "src/agents/pi-embedded-runner",
-            "src/auto-reply/reply",
-            "docs/.generated",
-            "src/agents",
-            "src/auto-reply",
-            "src/config",
-            "docs",
-            "extensions",
+            "src/plugins",
             "src"
           ]
         }
@@ -47789,7 +48220,7 @@
           "left_pr_number": 53489,
           "right_pr_number": 62950,
           "similarity": 0.354,
-          "content_similarity": 0.077,
+          "content_similarity": 0.078,
           "size_similarity": 1.0,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -47802,43 +48233,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-66041-2",
-      "pr_numbers": [
-        66041,
-        66247
-      ],
-      "representative_pr_number": 66041,
-      "average_similarity": 0.353,
-      "summary": "2 open PRs share weighted file overlap around `extensions/telegram/src/bot.create-telegram-bot.test.ts`; representative PR #66041.",
-      "shared_filenames": [
-        "extensions/telegram/src/bot.create-telegram-bot.test.ts"
-      ],
-      "shared_directories": [
-        "extensions/telegram/src",
-        "extensions/telegram",
-        "extensions"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 66041,
-          "right_pr_number": 66247,
-          "similarity": 0.353,
-          "content_similarity": 0.341,
-          "size_similarity": 0.089,
-          "breadth_similarity": 0.521,
-          "concentration_similarity": 0.979,
-          "shared_filenames": [
-            "extensions/telegram/src/bot.create-telegram-bot.test.ts"
-          ],
-          "shared_directories": [
-            "extensions/telegram/src",
-            "extensions/telegram",
-            "extensions"
-          ]
-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-54088-2",
       "pr_numbers": [
@@ -48056,7 +48450,7 @@
           "left_pr_number": 64316,
           "right_pr_number": 72361,
           "similarity": 0.346,
-          "content_similarity": 0.071,
+          "content_similarity": 0.07,
           "size_similarity": 0.977,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -48069,6 +48463,49 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-69999-2",
+      "pr_numbers": [
+        69999,
+        72174
+      ],
+      "representative_pr_number": 69999,
+      "average_similarity": 0.342,
+      "summary": "2 open PRs share weighted file overlap around `apps/macos/Sources/OpenClaw/MenuBar.swift`; representative PR #69999.",
+      "shared_filenames": [
+        "apps/macos/Sources/OpenClaw/MenuBar.swift"
+      ],
+      "shared_directories": [
+        "apps/macos/Tests/OpenClawIPCTests",
+        "apps/macos/Sources/OpenClaw",
+        "apps/macos/Tests",
+        "apps/macos/Sources",
+        "apps/macos",
+        "apps"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 69999,
+          "right_pr_number": 72174,
+          "similarity": 0.342,
+          "content_similarity": 0.266,
+          "size_similarity": 0.399,
+          "breadth_similarity": 0.486,
+          "concentration_similarity": 0.944,
+          "shared_filenames": [
+            "apps/macos/Sources/OpenClaw/MenuBar.swift"
+          ],
+          "shared_directories": [
+            "apps/macos/Sources/OpenClaw",
+            "apps/macos/Tests/OpenClawIPCTests",
+            "apps/macos/Sources",
+            "apps/macos/Tests",
+            "apps/macos",
+            "apps"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-38640-2",
       "pr_numbers": [
@@ -48105,66 +48542,64 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-71884-2",
+      "cluster_id": "pr-scope-66502-2",
       "pr_numbers": [
-        71884,
-        72131
-      ],
-      "representative_pr_number": 71884,
-      "average_similarity": 0.341,
-      "summary": "2 open PRs share weighted file overlap around `src/gateway/node-command-policy.ts`; representative PR #71884.",
-      "shared_filenames": [
-        "src/gateway/node-command-policy.ts"
+        66502,
+        73087
       ],
+      "representative_pr_number": 66502,
+      "average_similarity": 0.34,
+      "summary": "2 open PRs cluster in `src/daemon`, `src` with similar change breadth; representative PR #66502.",
+      "shared_filenames": [],
       "shared_directories": [
-        "src/gateway",
+        "src/daemon",
         "src"
       ],
       "pairwise": [
         {
-          "left_pr_number": 71884,
-          "right_pr_number": 72131,
-          "similarity": 0.341,
-          "content_similarity": 0.237,
-          "size_similarity": 0.679,
-          "breadth_similarity": 0.417,
-          "concentration_similarity": 0.642,
-          "shared_filenames": [
-            "src/gateway/node-command-policy.ts"
-          ],
+          "left_pr_number": 66502,
+          "right_pr_number": 73087,
+          "similarity": 0.34,
+          "content_similarity": 0.102,
+          "size_similarity": 0.795,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [],
           "shared_directories": [
-            "src/gateway",
+            "src/daemon",
             "src"
           ]
         }
       ]
     },
     {
-      "cluster_id": "pr-scope-66502-2",
+      "cluster_id": "pr-scope-40238-2",
       "pr_numbers": [
-        66502,
-        73087
+        40238,
+        72866
       ],
-      "representative_pr_number": 66502,
-      "average_similarity": 0.34,
-      "summary": "2 open PRs cluster in `src/daemon`, `src` with similar change breadth; representative PR #66502.",
+      "representative_pr_number": 40238,
+      "average_similarity": 0.328,
+      "summary": "2 open PRs cluster in `src/auto-reply/reply`, `src/auto-reply`, `src` with similar change breadth; representative PR #40238.",
       "shared_filenames": [],
       "shared_directories": [
-        "src/daemon",
+        "src/auto-reply/reply",
+        "src/auto-reply",
         "src"
       ],
       "pairwise": [
         {
-          "left_pr_number": 66502,
-          "right_pr_number": 73087,
-          "similarity": 0.34,
-          "content_similarity": 0.101,
-          "size_similarity": 0.795,
+          "left_pr_number": 40238,
+          "right_pr_number": 72866,
+          "similarity": 0.328,
+          "content_similarity": 0.074,
+          "size_similarity": 0.842,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
           "shared_filenames": [],
           "shared_directories": [
-            "src/daemon",
+            "src/auto-reply/reply",
+            "src/auto-reply",
             "src"
           ]
         }
@@ -48177,7 +48612,7 @@
         43911
       ],
       "representative_pr_number": 42065,
-      "average_similarity": 0.327,
+      "average_similarity": 0.328,
       "summary": "2 open PRs share weighted file overlap around `ui/src/i18n/locales/zh-CN.ts`, `ui/src/i18n/locales/en.ts`; representative PR #42065.",
       "shared_filenames": [
         "ui/src/i18n/locales/zh-CN.ts",
@@ -48193,7 +48628,7 @@
         {
           "left_pr_number": 42065,
           "right_pr_number": 43911,
-          "similarity": 0.327,
+          "similarity": 0.328,
           "content_similarity": 0.164,
           "size_similarity": 0.845,
           "breadth_similarity": 0.644,
@@ -48246,80 +48681,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-53848-2",
-      "pr_numbers": [
-        53848,
-        72409
-      ],
-      "representative_pr_number": 53848,
-      "average_similarity": 0.324,
-      "summary": "2 open PRs share weighted file overlap around `CHANGELOG.md`; representative PR #53848.",
-      "shared_filenames": [
-        "CHANGELOG.md"
-      ],
-      "shared_directories": [
-        "src/plugins",
-        "src"
-      ],
-      "pairwise": [
-        {
-          "left_pr_number": 53848,
-          "right_pr_number": 72409,
-          "similarity": 0.324,
-          "content_similarity": 0.061,
-          "size_similarity": 0.878,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 0.991,
-          "shared_filenames": [
-            "CHANGELOG.md"
-          ],
-          "shared_directories": [
-            "src/plugins",
-            "src"
-          ]
-        }
-      ]
-    },
-    {
-      "cluster_id": "pr-scope-40290-2",
-      "pr_numbers": [
-        40290,
-        44129
-      ],
-      "representative_pr_number": 40290,
-      "average_similarity": 0.323,
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-        "src/agents/skills/workspace.ts"
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       "pr_numbers": [
@@ -48370,47 +48731,39 @@
       ]
     },
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+      "cluster_id": "pr-scope-40290-2",
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-      "summary": "2 open PRs share weighted file overlap around `docs/channels/slack.md`; representative PR #41473.",
+      "representative_pr_number": 40290,
+      "average_similarity": 0.322,
+      "summary": "2 open PRs share weighted file overlap around `src/agents/skills/workspace.ts`; representative PR #40290.",
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+        "src/agents/skills/workspace.ts"
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-        "extensions/slack/src",
-        "extensions/slack",
-        "docs/channels",
-        "src/config",
-        "docs",
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+        "src/agents/sandbox",
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-            "extensions/slack/src",
-            "docs/channels",
-            "extensions/slack",
-            "src/config",
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+            "src/agents/sandbox",
+            "src/agents/skills",
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             "src"
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         }