Publish analysis hybrid-model-20260427t180024z for snapshot 20260427T180024Z

.gitattributes

@@ -78,3 +78,4 @@ snapshots/20260427T000014Z/analysis-runs/hybrid-model-20260427t000014z/analysis-
 snapshots/20260427T030016Z/analysis-runs/hybrid-model-20260427t030016z/analysis-report-hybrid.llm-reviews.json filter=lfs diff=lfs merge=lfs -text
 snapshots/20260427T090020Z/analysis-runs/hybrid-model-20260427t090020z/analysis-report-hybrid.llm-reviews.json filter=lfs diff=lfs merge=lfs -text
 snapshots/20260427T150017Z/analysis-runs/hybrid-model-20260427t150017z/analysis-report-hybrid.llm-reviews.json filter=lfs diff=lfs merge=lfs -text
+snapshots/20260427T180024Z/analysis-runs/hybrid-model-20260427t180024z/analysis-report-hybrid.llm-reviews.json filter=lfs diff=lfs merge=lfs -text

analysis/current/analysis-report-hybrid.json

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       "confidence": 0.85,
       "canonical_issue_number": 71992,
       "canonical_pr_number": 40716,
       "issue_numbers": [
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         33263,
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         35860,
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         38061,
         38584,
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         39289,
         39469,
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         40120,
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+        44690,
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+        45514,
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+        46092,
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         47188,
         47211,
+        50508,
+        52204,
+        53659,
+        54324,
+        54327,
+        54836,
+        55931,
+        56303,
+        56315,
+        57918,
+        58864,
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-        61758,
+        62304,
         63956,
         64523,
-        68239,
+        64971,
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+        68475,
+        69326,
         70558,
-        71761,
         71785,
-        71838,
         71890,
         71910,
         71912,
@@ -988,6 +1077,144 @@
         }
       ]
     },
+    {
+      "cluster_id": "cluster-31144-44",
+      "summary": "Cluster of 42 issues and 2 PRs centered on issue #38829.",
+      "status": "open",
+      "confidence": 0.6,
+      "canonical_issue_number": 38829,
+      "canonical_pr_number": 69337,
+      "issue_numbers": [
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+        32998,
+        34513,
+        34659,
+        35254,
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+        36431,
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+        38829,
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+        40960,
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+        42751,
+        43341,
+        44619,
+        44707,
+        51851,
+        54605,
+        62386,
+        66176,
+        66177,
+        66207,
+        66381,
+        66597,
+        66598,
+        66762,
+        66875,
+        67072,
+        67081,
+        67412,
+        67422,
+        67582,
+        67806,
+        67961,
+        67999,
+        68931,
+        70702,
+        71616
+      ],
+      "pr_numbers": [
+        41964,
+        69337
+      ],
+      "evidence_types": [
+        "closing_reference",
+        "soft_similarity"
+      ],
+      "pr_comparisons": [
+        {
+          "left_pr_number": 41964,
+          "right_pr_number": 69337,
+          "code_similarity": 0.107,
+          "size_similarity": 0.533,
+          "file_overlap": 0.0,
+          "area_overlap": 0.0,
+          "patch_similarity": 0.0,
+          "shared_filenames": [],
+          "shared_file_areas": []
+        }
+      ]
+    },
+    {
+      "cluster_id": "cluster-35476-36",
+      "summary": "Cluster of 34 issues and 2 PRs centered on issue #66766.",
+      "status": "open",
+      "confidence": 0.6,
+      "canonical_issue_number": 66766,
+      "canonical_pr_number": 67569,
+      "issue_numbers": [
+        35476,
+        40479,
+        41318,
+        42947,
+        43009,
+        43027,
+        43987,
+        44184,
+        46582,
+        46632,
+        47281,
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+        48206,
+        48252,
+        48787,
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+        49527,
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+        49824,
+        49896,
+        50726,
+        51060,
+        51507,
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+        52221,
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+        53755,
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+        62472,
+        65360,
+        66766,
+        67530,
+        67667
+      ],
+      "pr_numbers": [
+        66862,
+        67569
+      ],
+      "evidence_types": [
+        "closing_reference",
+        "soft_similarity"
+      ],
+      "pr_comparisons": [
+        {
+          "left_pr_number": 66862,
+          "right_pr_number": 67569,
+          "code_similarity": 0.126,
+          "size_similarity": 0.507,
+          "file_overlap": 0.0,
+          "area_overlap": 0.0,
+          "patch_similarity": 0.165,
+          "shared_filenames": [],
+          "shared_file_areas": []
+        }
+      ]
+    },
     {
       "cluster_id": "cluster-59223-31",
       "summary": "Cluster of 31 related pull requests linked by soft_similarity.",
@@ -6443,46 +6670,38 @@
       ]
     },
     {
-      "cluster_id": "cluster-43354-31",
-      "summary": "Cluster of 29 issues and 2 PRs centered on issue #67986.",
+      "cluster_id": "cluster-33875-23",
+      "summary": "Cluster of 21 issues and 2 PRs centered on issue #71977.",
       "status": "open",
       "confidence": 0.6,
-      "canonical_issue_number": 67986,
-      "canonical_pr_number": 53465,
+      "canonical_issue_number": 71977,
+      "canonical_pr_number": 62572,
       "issue_numbers": [
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-        45511,
-        46372,
-        49057,
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-        53162,
-        54614,
-        56089,
-        56363,
-        58408,
-        61250,
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-        67986,
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+        34093,
+        34108,
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+        48699,
+        50266,
+        62059,
+        65993,
+        66724,
+        67791,
+        71977
       ],
       "pr_numbers": [
-        53465,
-        72656
+        62572,
+        72294
       ],
       "evidence_types": [
         "closing_reference",
@@ -6490,53 +6709,44 @@
       ],
       "pr_comparisons": [
         {
-          "left_pr_number": 53465,
-          "right_pr_number": 72656,
-          "code_similarity": 0.098,
-          "size_similarity": 0.41,
+          "left_pr_number": 62572,
+          "right_pr_number": 72294,
+          "code_similarity": 0.109,
+          "size_similarity": 0.423,
           "file_overlap": 0.0,
           "area_overlap": 0.0,
-          "patch_similarity": 0.109,
+          "patch_similarity": 0.163,
           "shared_filenames": [],
           "shared_file_areas": []
         }
       ]
     },
     {
-      "cluster_id": "cluster-40302-25",
-      "summary": "Cluster of 23 issues and 2 PRs centered on issue #63544.",
+      "cluster_id": "cluster-59549-16",
+      "summary": "Cluster of 14 issues and 2 PRs centered on issue #68352.",
       "status": "open",
       "confidence": 0.6,
-      "canonical_issue_number": 63544,
-      "canonical_pr_number": 66169,
+      "canonical_issue_number": 68352,
+      "canonical_pr_number": 68389,
       "issue_numbers": [
-        40302,
-        53340,
-        53582,
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-        58695,
-        58794,
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-        60045,
-        60429,
-        60940,
-        61312,
-        61705,
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-        61940,
-        62750,
-        63386,
-        63405,
-        63544,
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-        64309,
-        65420
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+        61957,
+        62049,
+        62521,
+        63182,
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+        66121,
+        66856,
+        68352,
+        69156,
+        70161
       ],
       "pr_numbers": [
-        63581,
-        66169
+        67639,
+        68389
       ],
       "evidence_types": [
         "closing_reference",
@@ -6544,80 +6754,41 @@
       ],
       "pr_comparisons": [
         {
-          "left_pr_number": 63581,
-          "right_pr_number": 66169,
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-          "size_similarity": 0.272,
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-          "area_overlap": 0.105,
-          "patch_similarity": 0.269,
-          "shared_filenames": [
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-            "extensions/imessage/src/monitor/monitor-provider.echo-cache.test.ts"
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-          "shared_file_areas": [
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-            {
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-              "right_ranges": [
-                [
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-            }
-          ]
+          "left_pr_number": 67639,
+          "right_pr_number": 68389,
+          "code_similarity": 0.086,
+          "size_similarity": 0.364,
+          "file_overlap": 0.0,
+          "area_overlap": 0.0,
+          "patch_similarity": 0.085,
+          "shared_filenames": [],
+          "shared_file_areas": []
         }
       ]
     },
     {
-      "cluster_id": "cluster-40479-18",
-      "summary": "Cluster of 16 issues and 2 PRs centered on issue #66766.",
+      "cluster_id": "cluster-31293-13",
+      "summary": "Cluster of 11 issues and 2 PRs centered on issue #39688.",
       "status": "open",
       "confidence": 0.6,
-      "canonical_issue_number": 66766,
-      "canonical_pr_number": 67569,
+      "canonical_issue_number": 39688,
+      "canonical_pr_number": 40314,
       "issue_numbers": [
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-        42947,
-        43027,
-        43987,
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-        52398,
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-        62472,
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-        67530,
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+        72125
       ],
       "pr_numbers": [
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-        67569
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       ],
       "evidence_types": [
         "closing_reference",
@@ -6625,13 +6796,98 @@
       ],
       "pr_comparisons": [
         {
-          "left_pr_number": 66862,
-          "right_pr_number": 67569,
-          "code_similarity": 0.126,
-          "size_similarity": 0.507,
+          "left_pr_number": 40314,
+          "right_pr_number": 72138,
+          "code_similarity": 0.093,
+          "size_similarity": 0.338,
           "file_overlap": 0.0,
           "area_overlap": 0.0,
-          "patch_similarity": 0.165,
+          "patch_similarity": 0.168,
+          "shared_filenames": [],
+          "shared_file_areas": []
+        }
+      ]
+    },
+    {
+      "cluster_id": "cluster-30202-12",
+      "summary": "Cluster of 9 issues and 3 PRs centered on issue #43737.",
+      "status": "open",
+      "confidence": 0.6,
+      "canonical_issue_number": 43737,
+      "canonical_pr_number": 66544,
+      "issue_numbers": [
+        30202,
+        30350,
+        41483,
+        43168,
+        43737,
+        45754,
+        53783,
+        54435,
+        66533
+      ],
+      "pr_numbers": [
+        43984,
+        66544,
+        66656
+      ],
+      "evidence_types": [
+        "closing_reference",
+        "soft_similarity"
+      ],
+      "pr_comparisons": [
+        {
+          "left_pr_number": 43984,
+          "right_pr_number": 66544,
+          "code_similarity": 0.184,
+          "size_similarity": 0.133,
+          "file_overlap": 0.5,
+          "area_overlap": 0.0,
+          "patch_similarity": 0.048,
+          "shared_filenames": [
+            "src/gateway/session-utils.ts"
+          ],
+          "shared_file_areas": [
+            {
+              "filename": "src/gateway/session-utils.ts",
+              "left_ranges": [
+                [
+                  715,
+                  735
+                ],
+                [
+                  870,
+                  878
+                ]
+              ],
+              "right_ranges": [
+                [
+                  1131,
+                  1140
+                ]
+              ]
+            }
+          ]
+        },
+        {
+          "left_pr_number": 43984,
+          "right_pr_number": 66656,
+          "code_similarity": 0.091,
+          "size_similarity": 0.363,
+          "file_overlap": 0.0,
+          "area_overlap": 0.0,
+          "patch_similarity": 0.126,
+          "shared_filenames": [],
+          "shared_file_areas": []
+        },
+        {
+          "left_pr_number": 66544,
+          "right_pr_number": 66656,
+          "code_similarity": 0.078,
+          "size_similarity": 0.366,
+          "file_overlap": 0.0,
+          "area_overlap": 0.0,
+          "patch_similarity": 0.031,
           "shared_filenames": [],
           "shared_file_areas": []
         }
@@ -6706,14 +6962,54 @@
       ]
     },
     {
-      "cluster_id": "cluster-53592-8",
-      "summary": "Cluster of 5 issues and 3 PRs centered on issue #53592.",
+      "cluster_id": "cluster-44657-9",
+      "summary": "Cluster of 7 issues and 2 PRs centered on issue #72362.",
+      "status": "open",
+      "confidence": 0.85,
+      "canonical_issue_number": 72362,
+      "canonical_pr_number": 72531,
+      "issue_numbers": [
+        44657,
+        44964,
+        45108,
+        51099,
+        51609,
+        65317,
+        72362
+      ],
+      "pr_numbers": [
+        72531,
+        72635
+      ],
+      "evidence_types": [
+        "closing_reference",
+        "duplicate_reference",
+        "soft_similarity"
+      ],
+      "pr_comparisons": [
+        {
+          "left_pr_number": 72531,
+          "right_pr_number": 72635,
+          "code_similarity": 0.224,
+          "size_similarity": 0.934,
+          "file_overlap": 0.0,
+          "area_overlap": 0.0,
+          "patch_similarity": 0.25,
+          "shared_filenames": [],
+          "shared_file_areas": []
+        }
+      ]
+    },
+    {
+      "cluster_id": "cluster-53592-9",
+      "summary": "Cluster of 6 issues and 3 PRs centered on issue #53592.",
       "status": "open",
       "confidence": 0.8,
       "canonical_issue_number": 53592,
       "canonical_pr_number": 72092,
       "issue_numbers": [
         53592,
+        61847,
         62995,
         69708,
         72031,
@@ -6788,22 +7084,22 @@
       ]
     },
     {
-      "cluster_id": "cluster-30202-7",
-      "summary": "Cluster of 4 issues and 3 PRs centered on issue #43737.",
+      "cluster_id": "cluster-34404-7",
+      "summary": "Cluster of 4 issues and 3 PRs centered on issue #38622.",
       "status": "open",
       "confidence": 0.6,
-      "canonical_issue_number": 43737,
-      "canonical_pr_number": 66544,
+      "canonical_issue_number": 38622,
+      "canonical_pr_number": 40230,
       "issue_numbers": [
-        30202,
-        30350,
-        43737,
-        66533
+        34404,
+        38622,
+        40210,
+        64472
       ],
       "pr_numbers": [
-        43984,
-        66544,
-        66656
+        38650,
+        40230,
+        64473
       ],
       "evidence_types": [
         "closing_reference",
@@ -6811,130 +7107,133 @@
       ],
       "pr_comparisons": [
         {
-          "left_pr_number": 43984,
-          "right_pr_number": 66544,
-          "code_similarity": 0.184,
-          "size_similarity": 0.133,
-          "file_overlap": 0.5,
+          "left_pr_number": 38650,
+          "right_pr_number": 40230,
+          "code_similarity": 0.047,
+          "size_similarity": 0.149,
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           "area_overlap": 0.0,
-          "patch_similarity": 0.048,
-          "shared_filenames": [
-            "src/gateway/session-utils.ts"
-          ],
-          "shared_file_areas": [
-            {
-              "filename": "src/gateway/session-utils.ts",
-              "left_ranges": [
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-                  715,
-                  735
-                ],
-                [
-                  870,
-                  878
-                ]
-              ],
-              "right_ranges": [
-                [
-                  1131,
-                  1140
-                ]
-              ]
-            }
-          ]
+          "patch_similarity": 0.111,
+          "shared_filenames": [],
+          "shared_file_areas": []
         },
         {
-          "left_pr_number": 43984,
-          "right_pr_number": 66656,
-          "code_similarity": 0.091,
-          "size_similarity": 0.363,
+          "left_pr_number": 38650,
+          "right_pr_number": 64473,
+          "code_similarity": 0.143,
+          "size_similarity": 0.684,
           "file_overlap": 0.0,
           "area_overlap": 0.0,
-          "patch_similarity": 0.126,
+          "patch_similarity": 0.041,
           "shared_filenames": [],
           "shared_file_areas": []
         },
         {
-          "left_pr_number": 66544,
-          "right_pr_number": 66656,
-          "code_similarity": 0.078,
-          "size_similarity": 0.366,
+          "left_pr_number": 40230,
+          "right_pr_number": 64473,
+          "code_similarity": 0.055,
+          "size_similarity": 0.218,
           "file_overlap": 0.0,
           "area_overlap": 0.0,
-          "patch_similarity": 0.031,
+          "patch_similarity": 0.073,
           "shared_filenames": [],
           "shared_file_areas": []
         }
       ]
     },
     {
-      "cluster_id": "cluster-39688-7",
-      "summary": "Cluster of 5 issues and 2 PRs centered on issue #39688.",
+      "cluster_id": "cluster-38256-7",
+      "summary": "Cluster of 5 issues and 2 PRs centered on issue #41249.",
       "status": "open",
-      "confidence": 0.6,
-      "canonical_issue_number": 39688,
-      "canonical_pr_number": 40314,
+      "confidence": 0.8,
+      "canonical_issue_number": 41249,
+      "canonical_pr_number": 41517,
       "issue_numbers": [
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-        48622,
-        49765,
-        52144,
-        72125
+        38256,
+        41249,
+        49369,
+        62309,
+        63008
       ],
       "pr_numbers": [
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-        72138
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+        41517
       ],
       "evidence_types": [
         "closing_reference",
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         "soft_similarity"
       ],
       "pr_comparisons": [
         {
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-          "right_pr_number": 72138,
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-          "area_overlap": 0.0,
-          "patch_similarity": 0.168,
-          "shared_filenames": [],
-          "shared_file_areas": []
+          "left_pr_number": 41398,
+          "right_pr_number": 41517,
+          "code_similarity": 0.432,
+          "size_similarity": 0.398,
+          "file_overlap": 0.143,
+          "area_overlap": 0.789,
+          "patch_similarity": 0.22,
+          "shared_filenames": [
+            "src/agents/pi-embedded-runner/model.ts"
+          ],
+          "shared_file_areas": [
+            {
+              "filename": "src/agents/pi-embedded-runner/model.ts",
+              "left_ranges": [
+                [
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+                  17
+                ],
+                [
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+                  272
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+                  17
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+                [
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+                  278
+                ]
+              ]
+            }
+          ]
         }
       ]
     },
     {
-      "cluster_id": "cluster-45108-7",
-      "summary": "Cluster of 5 issues and 2 PRs centered on issue #72362.",
+      "cluster_id": "cluster-41215-6",
+      "summary": "Cluster of 4 issues and 2 PRs centered on issue #41215.",
       "status": "open",
-      "confidence": 0.85,
-      "canonical_issue_number": 72362,
-      "canonical_pr_number": 72531,
+      "confidence": 0.6,
+      "canonical_issue_number": 41215,
+      "canonical_pr_number": 41222,
       "issue_numbers": [
-        45108,
-        51099,
-        51609,
-        65317,
-        72362
+        41215,
+        41699,
+        42576,
+        50010
       ],
       "pr_numbers": [
-        72531,
-        72635
+        41222,
+        41851
       ],
       "evidence_types": [
         "closing_reference",
-        "duplicate_reference",
         "soft_similarity"
       ],
       "pr_comparisons": [
         {
-          "left_pr_number": 72531,
-          "right_pr_number": 72635,
-          "code_similarity": 0.224,
-          "size_similarity": 0.934,
+          "left_pr_number": 41222,
+          "right_pr_number": 41851,
+          "code_similarity": 0.03,
+          "size_similarity": 0.14,
           "file_overlap": 0.0,
           "area_overlap": 0.0,
-          "patch_similarity": 0.25,
+          "patch_similarity": 0.014,
           "shared_filenames": [],
           "shared_file_areas": []
         }
@@ -7214,101 +7513,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "cluster-34404-5",
-      "summary": "Cluster of 3 issues and 2 PRs centered on issue #38622.",
-      "status": "open",
-      "confidence": 0.6,
-      "canonical_issue_number": 38622,
-      "canonical_pr_number": 38650,
-      "issue_numbers": [
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-        64472
-      ],
-      "pr_numbers": [
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-      ],
-      "evidence_types": [
-        "closing_reference",
-        "soft_similarity"
-      ],
-      "pr_comparisons": [
-        {
-          "left_pr_number": 38650,
-          "right_pr_number": 64473,
-          "code_similarity": 0.143,
-          "size_similarity": 0.684,
-          "file_overlap": 0.0,
-          "area_overlap": 0.0,
-          "patch_similarity": 0.041,
-          "shared_filenames": [],
-          "shared_file_areas": []
-        }
-      ]
-    },
-    {
-      "cluster_id": "cluster-41249-5",
-      "summary": "Cluster of 3 issues and 2 PRs centered on issue #41249.",
-      "status": "open",
-      "confidence": 0.8,
-      "canonical_issue_number": 41249,
-      "canonical_pr_number": 41517,
-      "issue_numbers": [
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-      ],
-      "pr_numbers": [
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-      ],
-      "evidence_types": [
-        "closing_reference",
-        "shared_issue_target",
-        "soft_similarity"
-      ],
-      "pr_comparisons": [
-        {
-          "left_pr_number": 41398,
-          "right_pr_number": 41517,
-          "code_similarity": 0.432,
-          "size_similarity": 0.398,
-          "file_overlap": 0.143,
-          "area_overlap": 0.789,
-          "patch_similarity": 0.22,
-          "shared_filenames": [
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-          "shared_file_areas": [
-            {
-              "filename": "src/agents/pi-embedded-runner/model.ts",
-              "left_ranges": [
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-                ],
-                [
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-              "right_ranges": [
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-            }
-          ]
-        }
-      ]
-    },
     {
       "cluster_id": "cluster-65182-4",
       "summary": "Cluster of 2 issues and 2 PRs centered on issue #65867.",
@@ -7983,12 +8187,207 @@
               ],
               "right_ranges": [
                 [
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-                  57
+                  35,
+                  57
+                ],
+                [
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+                  128
+                ]
+              ]
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "cluster_id": "cluster-71578-4",
+      "summary": "Cluster of 2 issues and 2 PRs centered on issue #71578.",
+      "status": "open",
+      "confidence": 0.6,
+      "canonical_issue_number": 71578,
+      "canonical_pr_number": 71619,
+      "issue_numbers": [
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+        71944
+      ],
+      "pr_numbers": [
+        71619,
+        71964
+      ],
+      "evidence_types": [
+        "closing_reference",
+        "soft_similarity"
+      ],
+      "pr_comparisons": [
+        {
+          "left_pr_number": 71619,
+          "right_pr_number": 71964,
+          "code_similarity": 0.424,
+          "size_similarity": 0.567,
+          "file_overlap": 0.667,
+          "area_overlap": 0.216,
+          "patch_similarity": 0.236,
+          "shared_filenames": [
+            "src/daemon/service-env.test.ts",
+            "src/daemon/service-env.ts"
+          ],
+          "shared_file_areas": [
+            {
+              "filename": "src/daemon/service-env.test.ts",
+              "left_ranges": [
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+                ],
+                [
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+                ]
+              ]
+            },
+            {
+              "filename": "src/daemon/service-env.ts",
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                 [
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             }
@@ -12986,169 +13385,57 @@
   ],
   "duplicate_issues": [
     {
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-      "reason": "Issues in cluster-15022-62 are treated as duplicates because they share closing_reference, duplicate_reference, soft_similarity evidence."
-    },
-    {
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-      "canonical_issue_number": 37548,
-      "duplicate_issue_numbers": [
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-        56494,
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-      "reason": "Issues in cluster-20478-52 are treated as duplicates because they share closing_reference, duplicate_reference, soft_similarity evidence."
-    },
-    {
-      "cluster_id": "cluster-27804-235",
-      "canonical_issue_number": 54138,
+      "cluster_id": "cluster-10067-275",
+      "canonical_issue_number": 53889,
       "duplicate_issue_numbers": [
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@@ -13258,30 +13559,34 @@
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@@ -13339,20 +13659,256 @@
         71998,
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-        72707
+        72551
+      ],
+      "reason": "Issues in cluster-10067-275 are treated as duplicates because they share closing_reference, duplicate_reference, soft_similarity evidence."
+    },
+    {
+      "cluster_id": "cluster-13688-74",
+      "canonical_issue_number": 53644,
+      "duplicate_issue_numbers": [
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       ],
-      "reason": "Issues in cluster-27804-235 are treated as duplicates because they share closing_reference, duplicate_reference, soft_similarity evidence."
+      "reason": "Issues in cluster-13688-74 are treated as duplicates because they share closing_reference, duplicate_reference, soft_similarity evidence."
     },
     {
-      "cluster_id": "cluster-30202-7",
+      "cluster_id": "cluster-28423-85",
+      "canonical_issue_number": 51860,
+      "duplicate_issue_numbers": [
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+      ],
+      "reason": "Issues in cluster-28423-85 are treated as duplicates because they share closing_reference, duplicate_reference, soft_similarity evidence."
+    },
+    {
+      "cluster_id": "cluster-30202-12",
       "canonical_issue_number": 43737,
       "duplicate_issue_numbers": [
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       ],
-      "reason": "Issues in cluster-30202-7 are treated as duplicates because they share closing_reference, soft_similarity evidence."
+      "reason": "Issues in cluster-30202-12 are treated as duplicates because they share closing_reference, soft_similarity evidence."
+    },
+    {
+      "cluster_id": "cluster-31144-44",
+      "canonical_issue_number": 38829,
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+      ],
+      "reason": "Issues in cluster-31144-44 are treated as duplicates because they share closing_reference, soft_similarity evidence."
+    },
+    {
+      "cluster_id": "cluster-31293-13",
+      "canonical_issue_number": 39688,
+      "duplicate_issue_numbers": [
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+      ],
+      "reason": "Issues in cluster-31293-13 are treated as duplicates because they share closing_reference, soft_similarity evidence."
     },
     {
       "cluster_id": "cluster-31486-108",
@@ -13362,16 +13918,13 @@
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@@ -13464,30 +14020,60 @@
       "reason": "Issues in cluster-31486-108 are treated as duplicates because they share closing_reference, duplicate_reference, soft_similarity evidence."
     },
     {
-      "cluster_id": "cluster-33263-41",
+      "cluster_id": "cluster-33049-71",
       "canonical_issue_number": 71992,
       "duplicate_issue_numbers": [
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+        46113,
         47188,
         47211,
+        50508,
+        52204,
+        53659,
+        54324,
+        54327,
+        54836,
+        55931,
+        56303,
+        56315,
+        57918,
+        58864,
         59951,
-        61758,
+        62304,
         63956,
         64523,
-        68239,
+        64971,
+        65026,
+        68056,
+        68475,
+        69326,
         70558,
-        71761,
         71785,
-        71838,
         71890,
         71910,
         71912,
@@ -13504,149 +14090,134 @@
         72753,
         72861
       ],
-      "reason": "Issues in cluster-33263-41 are treated as duplicates because they share closing_reference, duplicate_reference, soft_similarity evidence."
-    },
-    {
-      "cluster_id": "cluster-34404-5",
-      "canonical_issue_number": 38622,
-      "duplicate_issue_numbers": [
-        34404,
-        64472
-      ],
-      "reason": "Issues in cluster-34404-5 are treated as duplicates because they share closing_reference, soft_similarity evidence."
+      "reason": "Issues in cluster-33049-71 are treated as duplicates because they share closing_reference, duplicate_reference, soft_similarity evidence."
     },
     {
-      "cluster_id": "cluster-39688-7",
-      "canonical_issue_number": 39688,
+      "cluster_id": "cluster-33875-23",
+      "canonical_issue_number": 71977,
       "duplicate_issue_numbers": [
-        48622,
-        49765,
-        52144,
-        72125
+        33875,
+        33883,
+        34093,
+        34108,
+        38686,
+        38824,
+        38943,
+        38980,
+        40028,
+        43612,
+        43704,
+        45603,
+        46289,
+        46872,
+        48699,
+        50266,
+        62059,
+        65993,
+        66724,
+        67791
       ],
-      "reason": "Issues in cluster-39688-7 are treated as duplicates because they share closing_reference, soft_similarity evidence."
+      "reason": "Issues in cluster-33875-23 are treated as duplicates because they share closing_reference, soft_similarity evidence."
     },
     {
-      "cluster_id": "cluster-39718-4",
-      "canonical_issue_number": 40442,
+      "cluster_id": "cluster-34404-7",
+      "canonical_issue_number": 38622,
       "duplicate_issue_numbers": [
-        39718
+        34404,
+        40210,
+        64472
       ],
-      "reason": "Issues in cluster-39718-4 are treated as duplicates because they share closing_reference, soft_similarity evidence."
+      "reason": "Issues in cluster-34404-7 are treated as duplicates because they share closing_reference, soft_similarity evidence."
     },
     {
-      "cluster_id": "cluster-40302-25",
-      "canonical_issue_number": 63544,
-      "duplicate_issue_numbers": [
-        40302,
-        53340,
-        53582,
-        56634,
-        58695,
-        58794,
-        59354,
-        59363,
-        60045,
-        60429,
-        60940,
-        61312,
-        61705,
-        61821,
-        61889,
-        61940,
-        62750,
-        63386,
-        63405,
-        63980,
-        64309,
-        65420
-      ],
-      "reason": "Issues in cluster-40302-25 are treated as duplicates because they share closing_reference, soft_similarity evidence."
-    },
-    {
-      "cluster_id": "cluster-40479-18",
+      "cluster_id": "cluster-35476-36",
       "canonical_issue_number": 66766,
       "duplicate_issue_numbers": [
+        35476,
         40479,
         41318,
         42947,
+        43009,
         43027,
         43987,
         44184,
+        46582,
+        46632,
+        47281,
+        47885,
         48206,
+        48252,
+        48787,
+        49076,
+        49527,
+        49590,
         49824,
+        49896,
+        50726,
+        51060,
+        51507,
         51551,
         51554,
-        52398,
+        52221,
+        52591,
+        53755,
         61975,
         62472,
+        65360,
         67530,
         67667
       ],
-      "reason": "Issues in cluster-40479-18 are treated as duplicates because they share closing_reference, soft_similarity evidence."
+      "reason": "Issues in cluster-35476-36 are treated as duplicates because they share closing_reference, soft_similarity evidence."
     },
     {
-      "cluster_id": "cluster-41249-5",
+      "cluster_id": "cluster-38256-7",
       "canonical_issue_number": 41249,
       "duplicate_issue_numbers": [
+        38256,
+        49369,
         62309,
         63008
       ],
-      "reason": "Issues in cluster-41249-5 are treated as duplicates because they share closing_reference, shared_issue_target, soft_similarity evidence."
+      "reason": "Issues in cluster-38256-7 are treated as duplicates because they share closing_reference, shared_issue_target, soft_similarity evidence."
     },
     {
-      "cluster_id": "cluster-42856-4",
-      "canonical_issue_number": 42856,
+      "cluster_id": "cluster-39718-4",
+      "canonical_issue_number": 40442,
       "duplicate_issue_numbers": [
-        72271
+        39718
       ],
-      "reason": "Issues in cluster-42856-4 are treated as duplicates because they share closing_reference, shared_issue_target, soft_similarity evidence."
+      "reason": "Issues in cluster-39718-4 are treated as duplicates because they share closing_reference, soft_similarity evidence."
     },
     {
-      "cluster_id": "cluster-43354-31",
-      "canonical_issue_number": 67986,
+      "cluster_id": "cluster-41215-6",
+      "canonical_issue_number": 41215,
       "duplicate_issue_numbers": [
-        43354,
-        45198,
-        45511,
-        46372,
-        49057,
-        49969,
-        50166,
-        50208,
-        50231,
-        50383,
-        50489,
-        50656,
-        50731,
-        51012,
-        51558,
-        51682,
-        51785,
-        52768,
-        52773,
-        52774,
-        53162,
-        54614,
-        56089,
-        56363,
-        58408,
-        61250,
-        65971,
-        70856
+        41699,
+        42576,
+        50010
+      ],
+      "reason": "Issues in cluster-41215-6 are treated as duplicates because they share closing_reference, soft_similarity evidence."
+    },
+    {
+      "cluster_id": "cluster-42856-4",
+      "canonical_issue_number": 42856,
+      "duplicate_issue_numbers": [
+        72271
       ],
-      "reason": "Issues in cluster-43354-31 are treated as duplicates because they share closing_reference, soft_similarity evidence."
+      "reason": "Issues in cluster-42856-4 are treated as duplicates because they share closing_reference, shared_issue_target, soft_similarity evidence."
     },
     {
-      "cluster_id": "cluster-45108-7",
+      "cluster_id": "cluster-44657-9",
       "canonical_issue_number": 72362,
       "duplicate_issue_numbers": [
+        44657,
+        44964,
         45108,
         51099,
         51609,
         65317
       ],
-      "reason": "Issues in cluster-45108-7 are treated as duplicates because they share closing_reference, duplicate_reference, soft_similarity evidence."
+      "reason": "Issues in cluster-44657-9 are treated as duplicates because they share closing_reference, duplicate_reference, soft_similarity evidence."
     },
     {
       "cluster_id": "cluster-53295-12",
@@ -13665,15 +14236,36 @@
       "reason": "Issues in cluster-53295-12 are treated as duplicates because they share closing_reference, duplicate_reference, soft_similarity evidence."
     },
     {
-      "cluster_id": "cluster-53592-8",
+      "cluster_id": "cluster-53592-9",
       "canonical_issue_number": 53592,
       "duplicate_issue_numbers": [
+        61847,
         62995,
         69708,
         72031,
         72349
       ],
-      "reason": "Issues in cluster-53592-8 are treated as duplicates because they share closing_reference, shared_issue_target, soft_similarity evidence."
+      "reason": "Issues in cluster-53592-9 are treated as duplicates because they share closing_reference, shared_issue_target, soft_similarity evidence."
+    },
+    {
+      "cluster_id": "cluster-59549-16",
+      "canonical_issue_number": 68352,
+      "duplicate_issue_numbers": [
+        59549,
+        61957,
+        62049,
+        62521,
+        63182,
+        63693,
+        64729,
+        64933,
+        65678,
+        66121,
+        66856,
+        69156,
+        70161
+      ],
+      "reason": "Issues in cluster-59549-16 are treated as duplicates because they share closing_reference, soft_similarity evidence."
     },
     {
       "cluster_id": "cluster-63501-4",
@@ -13698,18 +14290,34 @@
         71031
       ],
       "reason": "Issues in cluster-69943-4 are treated as duplicates because they share closing_reference, soft_similarity evidence."
+    },
+    {
+      "cluster_id": "cluster-71578-4",
+      "canonical_issue_number": 71578,
+      "duplicate_issue_numbers": [
+        71944
+      ],
+      "reason": "Issues in cluster-71578-4 are treated as duplicates because they share closing_reference, soft_similarity evidence."
     }
   ],
   "duplicate_prs": [
     {
-      "cluster_id": "cluster-15022-62",
-      "canonical_pr_number": 43151,
+      "cluster_id": "cluster-10067-275",
+      "canonical_pr_number": 65179,
+      "duplicate_pr_numbers": [
+        42729
+      ],
+      "target_issue_number": 53889,
+      "reason": "PRs in cluster-10067-275 are treated as duplicates because they converge on issue #53889 with closing_reference, duplicate_reference, soft_similarity evidence."
+    },
+    {
+      "cluster_id": "cluster-13688-74",
+      "canonical_pr_number": 53854,
       "duplicate_pr_numbers": [
-        39350,
-        69197
+        53465
       ],
-      "target_issue_number": 25592,
-      "reason": "PRs in cluster-15022-62 are treated as duplicates because they converge on issue #25592 with closing_reference, duplicate_reference, soft_similarity evidence."
+      "target_issue_number": 53644,
+      "reason": "PRs in cluster-13688-74 are treated as duplicates because they converge on issue #53644 with closing_reference, duplicate_reference, soft_similarity evidence."
     },
     {
       "cluster_id": "cluster-18915-2",
@@ -13721,48 +14329,56 @@
       "reason": "PRs in cluster-18915-2 are treated as duplicates because they share soft_similarity evidence."
     },
     {
-      "cluster_id": "cluster-20478-52",
-      "canonical_pr_number": 62572,
-      "duplicate_pr_numbers": [
-        69292,
-        72294
-      ],
-      "target_issue_number": 37548,
-      "reason": "PRs in cluster-20478-52 are treated as duplicates because they converge on issue #37548 with closing_reference, duplicate_reference, soft_similarity evidence."
-    },
-    {
-      "cluster_id": "cluster-27804-235",
-      "canonical_pr_number": 68783,
+      "cluster_id": "cluster-28423-85",
+      "canonical_pr_number": 54087,
       "duplicate_pr_numbers": [
-        65179
+        53462
       ],
-      "target_issue_number": 54138,
-      "reason": "PRs in cluster-27804-235 are treated as duplicates because they converge on issue #54138 with closing_reference, duplicate_reference, soft_similarity evidence."
+      "target_issue_number": 51860,
+      "reason": "PRs in cluster-28423-85 are treated as duplicates because they converge on issue #51860 with closing_reference, duplicate_reference, soft_similarity evidence."
     },
     {
-      "cluster_id": "cluster-30202-7",
+      "cluster_id": "cluster-30202-12",
       "canonical_pr_number": 66544,
       "duplicate_pr_numbers": [
         43984,
         66656
       ],
       "target_issue_number": 43737,
-      "reason": "PRs in cluster-30202-7 are treated as duplicates because they converge on issue #43737 with closing_reference, soft_similarity evidence."
+      "reason": "PRs in cluster-30202-12 are treated as duplicates because they converge on issue #43737 with closing_reference, soft_similarity evidence."
+    },
+    {
+      "cluster_id": "cluster-31144-44",
+      "canonical_pr_number": 69337,
+      "duplicate_pr_numbers": [
+        41964
+      ],
+      "target_issue_number": 38829,
+      "reason": "PRs in cluster-31144-44 are treated as duplicates because they converge on issue #38829 with closing_reference, soft_similarity evidence."
+    },
+    {
+      "cluster_id": "cluster-31293-13",
+      "canonical_pr_number": 40314,
+      "duplicate_pr_numbers": [
+        72138
+      ],
+      "target_issue_number": 39688,
+      "reason": "PRs in cluster-31293-13 are treated as duplicates because they converge on issue #39688 with closing_reference, soft_similarity evidence."
     },
     {
       "cluster_id": "cluster-31486-108",
       "canonical_pr_number": 50141,
       "duplicate_pr_numbers": [
         65746,
+        66275,
         72171,
-        72328,
-        72752
+        72328
       ],
       "target_issue_number": 39392,
       "reason": "PRs in cluster-31486-108 are treated as duplicates because they converge on issue #39392 with closing_reference, duplicate_reference, soft_similarity evidence."
     },
     {
-      "cluster_id": "cluster-33263-41",
+      "cluster_id": "cluster-33049-71",
       "canonical_pr_number": 40716,
       "duplicate_pr_numbers": [
         72004,
@@ -13770,16 +14386,44 @@
         72605
       ],
       "target_issue_number": 71992,
-      "reason": "PRs in cluster-33263-41 are treated as duplicates because they converge on issue #71992 with closing_reference, duplicate_reference, soft_similarity evidence."
+      "reason": "PRs in cluster-33049-71 are treated as duplicates because they converge on issue #71992 with closing_reference, duplicate_reference, soft_similarity evidence."
+    },
+    {
+      "cluster_id": "cluster-33875-23",
+      "canonical_pr_number": 62572,
+      "duplicate_pr_numbers": [
+        72294
+      ],
+      "target_issue_number": 71977,
+      "reason": "PRs in cluster-33875-23 are treated as duplicates because they converge on issue #71977 with closing_reference, soft_similarity evidence."
     },
     {
-      "cluster_id": "cluster-34404-5",
-      "canonical_pr_number": 38650,
+      "cluster_id": "cluster-34404-7",
+      "canonical_pr_number": 40230,
       "duplicate_pr_numbers": [
+        38650,
         64473
       ],
       "target_issue_number": 38622,
-      "reason": "PRs in cluster-34404-5 are treated as duplicates because they converge on issue #38622 with closing_reference, soft_similarity evidence."
+      "reason": "PRs in cluster-34404-7 are treated as duplicates because they converge on issue #38622 with closing_reference, soft_similarity evidence."
+    },
+    {
+      "cluster_id": "cluster-35476-36",
+      "canonical_pr_number": 67569,
+      "duplicate_pr_numbers": [
+        66862
+      ],
+      "target_issue_number": 66766,
+      "reason": "PRs in cluster-35476-36 are treated as duplicates because they converge on issue #66766 with closing_reference, soft_similarity evidence."
+    },
+    {
+      "cluster_id": "cluster-38256-7",
+      "canonical_pr_number": 41517,
+      "duplicate_pr_numbers": [
+        41398
+      ],
+      "target_issue_number": 41249,
+      "reason": "PRs in cluster-38256-7 are treated as duplicates because they converge on issue #41249 with closing_reference, shared_issue_target, soft_similarity evidence."
     },
     {
       "cluster_id": "cluster-39094-3",
@@ -13818,15 +14462,6 @@
       "target_issue_number": 39674,
       "reason": "PRs in cluster-39674-3 are treated as duplicates because they converge on issue #39674 with closing_reference evidence."
     },
-    {
-      "cluster_id": "cluster-39688-7",
-      "canonical_pr_number": 40314,
-      "duplicate_pr_numbers": [
-        72138
-      ],
-      "target_issue_number": 39688,
-      "reason": "PRs in cluster-39688-7 are treated as duplicates because they converge on issue #39688 with closing_reference, soft_similarity evidence."
-    },
     {
       "cluster_id": "cluster-39718-4",
       "canonical_pr_number": 39772,
@@ -13854,24 +14489,6 @@
       "target_issue_number": null,
       "reason": "PRs in cluster-39954-2 are treated as duplicates because they share soft_similarity evidence."
     },
-    {
-      "cluster_id": "cluster-40302-25",
-      "canonical_pr_number": 66169,
-      "duplicate_pr_numbers": [
-        63581
-      ],
-      "target_issue_number": 63544,
-      "reason": "PRs in cluster-40302-25 are treated as duplicates because they converge on issue #63544 with closing_reference, soft_similarity evidence."
-    },
-    {
-      "cluster_id": "cluster-40479-18",
-      "canonical_pr_number": 67569,
-      "duplicate_pr_numbers": [
-        66862
-      ],
-      "target_issue_number": 66766,
-      "reason": "PRs in cluster-40479-18 are treated as duplicates because they converge on issue #66766 with closing_reference, soft_similarity evidence."
-    },
     {
       "cluster_id": "cluster-40697-2",
       "canonical_pr_number": 40764,
@@ -13891,13 +14508,13 @@
       "reason": "PRs in cluster-40760-2 are treated as duplicates because they share soft_similarity evidence."
     },
     {
-      "cluster_id": "cluster-41249-5",
-      "canonical_pr_number": 41517,
+      "cluster_id": "cluster-41215-6",
+      "canonical_pr_number": 41222,
       "duplicate_pr_numbers": [
-        41398
+        41851
       ],
-      "target_issue_number": 41249,
-      "reason": "PRs in cluster-41249-5 are treated as duplicates because they converge on issue #41249 with closing_reference, shared_issue_target, soft_similarity evidence."
+      "target_issue_number": 41215,
+      "reason": "PRs in cluster-41215-6 are treated as duplicates because they converge on issue #41215 with closing_reference, soft_similarity evidence."
     },
     {
       "cluster_id": "cluster-41256-4",
@@ -13948,22 +14565,13 @@
       "reason": "PRs in cluster-42856-4 are treated as duplicates because they converge on issue #42856 with closing_reference, shared_issue_target, soft_similarity evidence."
     },
     {
-      "cluster_id": "cluster-43354-31",
-      "canonical_pr_number": 53465,
-      "duplicate_pr_numbers": [
-        72656
-      ],
-      "target_issue_number": 67986,
-      "reason": "PRs in cluster-43354-31 are treated as duplicates because they converge on issue #67986 with closing_reference, soft_similarity evidence."
-    },
-    {
-      "cluster_id": "cluster-45108-7",
+      "cluster_id": "cluster-44657-9",
       "canonical_pr_number": 72531,
       "duplicate_pr_numbers": [
         72635
       ],
       "target_issue_number": 72362,
-      "reason": "PRs in cluster-45108-7 are treated as duplicates because they converge on issue #72362 with closing_reference, duplicate_reference, soft_similarity evidence."
+      "reason": "PRs in cluster-44657-9 are treated as duplicates because they converge on issue #72362 with closing_reference, duplicate_reference, soft_similarity evidence."
     },
     {
       "cluster_id": "cluster-53172-3",
@@ -14020,14 +14628,14 @@
       "reason": "PRs in cluster-53482-3 are treated as duplicates because they converge on issue #53482 with closing_reference evidence."
     },
     {
-      "cluster_id": "cluster-53592-8",
+      "cluster_id": "cluster-53592-9",
       "canonical_pr_number": 72092,
       "duplicate_pr_numbers": [
         53598,
         53730
       ],
       "target_issue_number": 53592,
-      "reason": "PRs in cluster-53592-8 are treated as duplicates because they converge on issue #53592 with closing_reference, shared_issue_target, soft_similarity evidence."
+      "reason": "PRs in cluster-53592-9 are treated as duplicates because they converge on issue #53592 with closing_reference, shared_issue_target, soft_similarity evidence."
     },
     {
       "cluster_id": "cluster-53631-2",
@@ -14112,6 +14720,15 @@
       "target_issue_number": null,
       "reason": "PRs in cluster-59223-31 are treated as duplicates because they share soft_similarity evidence."
     },
+    {
+      "cluster_id": "cluster-59549-16",
+      "canonical_pr_number": 68389,
+      "duplicate_pr_numbers": [
+        67639
+      ],
+      "target_issue_number": 68352,
+      "reason": "PRs in cluster-59549-16 are treated as duplicates because they converge on issue #68352 with closing_reference, soft_similarity evidence."
+    },
     {
       "cluster_id": "cluster-63409-3",
       "canonical_pr_number": 63460,
@@ -14323,6 +14940,15 @@
       "target_issue_number": null,
       "reason": "PRs in cluster-70597-2 are treated as duplicates because they share soft_similarity evidence."
     },
+    {
+      "cluster_id": "cluster-71578-4",
+      "canonical_pr_number": 71619,
+      "duplicate_pr_numbers": [
+        71964
+      ],
+      "target_issue_number": 71578,
+      "reason": "PRs in cluster-71578-4 are treated as duplicates because they converge on issue #71578 with closing_reference, soft_similarity evidence."
+    },
     {
       "cluster_id": "cluster-71876-3",
       "canonical_pr_number": 72131,
@@ -14433,15 +15059,15 @@
     }
   ],
   "best_issue": {
-    "cluster_id": "cluster-27804-235",
-    "issue_number": 54138,
-    "reason": "Issue #54138 is the strongest global issue candidate because it is open, belongs to a cluster with 235 artifacts, and carries 4 discussion comments plus 2 inbound references.",
-    "score": 2460.0
+    "cluster_id": "cluster-10067-275",
+    "issue_number": 53889,
+    "reason": "Issue #53889 is the strongest global issue candidate because it is open, belongs to a cluster with 275 artifacts, and carries 2 discussion comments plus 2 inbound references.",
+    "score": 2856.0
   },
   "best_pr": {
-    "cluster_id": "cluster-27804-235",
-    "pr_number": 68783,
-    "reason": "PR #68783 is the strongest global PR candidate because it is open, belongs to a cluster with 235 artifacts, links to 1 issues, and carries 9 review/discussion events.",
-    "score": 2492.794
+    "cluster_id": "cluster-10067-275",
+    "pr_number": 65179,
+    "reason": "PR #65179 is the strongest global PR candidate because it is open, belongs to a cluster with 275 artifacts, links to 1 issues, and carries 7 review/discussion events.",
+    "score": 2888.911
   }
 }

analysis/current/analysis-report-hybrid.llm-reviews.json

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:c2bd099065d96f381310b9105df9e94a89512e324a846f5483ff07d5d8f5fc4c
-size 14200191
+oid sha256:6f71a2114d51b7b8649e217071f09b25e1a4336f53cf1cd5412ba7ac6193bf60
+size 14182710

analysis/current/manifest.json

@@ -1,8 +1,8 @@
 {
-  "analysis_id": "hybrid-model-20260427t150017z",
+  "analysis_id": "hybrid-model-20260427t180024z",
   "archived_artifacts": {
-    "hybrid": "snapshots/20260427T150017Z/analysis-runs/hybrid-model-20260427t150017z/analysis-report-hybrid.json",
-    "hybrid_reviews": "snapshots/20260427T150017Z/analysis-runs/hybrid-model-20260427t150017z/analysis-report-hybrid.llm-reviews.json"
+    "hybrid": "snapshots/20260427T180024Z/analysis-runs/hybrid-model-20260427t180024z/analysis-report-hybrid.json",
+    "hybrid_reviews": "snapshots/20260427T180024Z/analysis-runs/hybrid-model-20260427t180024z/analysis-report-hybrid.llm-reviews.json"
   },
   "artifacts": {
     "hybrid": "analysis/current/analysis-report-hybrid.json",
@@ -10,9 +10,9 @@
   },
   "channel": "canonical",
   "model": null,
-  "published_at": "2026-04-27T17:03:42Z",
+  "published_at": "2026-04-27T19:05:13Z",
   "repo": "openclaw/openclaw",
   "schema_version": 1,
-  "snapshot_id": "20260427T150017Z",
+  "snapshot_id": "20260427T180024Z",
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 }

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