diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 4197cf723e..a02f694086 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -208,33 +208,6 @@
       "targetGpu": "Cambricon_mlu-370-x8",
       "taskType": "text-generation"
     },
-    "cambricon_mlu-370-x8|vllm-mlu|text-generation|model_type:mini_k3": {
-      "architectureSignature": "model_type:mini_k3",
-      "architectures": [],
-      "evidenceCount": 5,
-      "expiresAt": "2026-10-21T19:52:49.757664+00:00",
-      "framework": "vllm-mlu",
-      "latestFailureAt": "2026-09-21T19:52:49.757664+00:00",
-      "latestSuccessfulAt": null,
-      "matchType": "model_type",
-      "modelType": "mini_k3",
-      "sourceModelIds": [
-        "nkkbr/Mini-K3-1H-decay-g16-v2_B",
-        "nkkbr/Mini-K3-1H-attnres-block6-v1_C",
-        "nkkbr/Mini-K3-1H-decay-g2-v2_C",
-        "nkkbr/Mini-K3-1H-mamba2-n64-g8-v1_C",
-        "nkkbr/Mini-K3-1H-attnres-standard-v1_B"
-      ],
-      "sourceTaskIds": [
-        "5006516",
-        "5006518",
-        "5006512",
-        "5006511",
-        "5006510"
-      ],
-      "targetGpu": "Cambricon_mlu-370-x8",
-      "taskType": "text-generation"
-    },
     "cambricon_mlu-370-x8|vllm-mlu|text-generation|model_type:qwen3_5": {
       "architectureSignature": "model_type:qwen3_5",
       "architectures": [],
@@ -456,25 +429,6 @@
       "targetGpu": "Iluvatar_mrv-100",
       "taskType": "text-generation"
     },
-    "iluvatar_mrv-100|vllm|text-generation|model_type:qwen3_5": {
-      "architectureSignature": "model_type:qwen3_5",
-      "architectures": [],
-      "evidenceCount": 1,
-      "expiresAt": "2026-10-21T19:52:49.754157+00:00",
-      "framework": "vllm",
-      "latestFailureAt": "2026-09-21T19:52:49.754157+00:00",
-      "latestSuccessfulAt": null,
-      "matchType": "model_type",
-      "modelType": "qwen3_5",
-      "sourceModelIds": [
-        "prithivMLmods/Nexus-9B-CodeCore-Merge"
-      ],
-      "sourceTaskIds": [
-        "5006513"
-      ],
-      "targetGpu": "Iluvatar_mrv-100",
-      "taskType": "text-generation"
-    },
     "metax_c-500|vllm_tokenizer_patch|text-generation|architectures:spark2_5forcausallm": {
       "architectureSignature": "architectures:spark2_5forcausallm",
       "architectures": [
@@ -680,9 +634,9 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-21T19:52:16.446601+00:00",
+  "generatedAt": "2026-10-21T19:53:53.235591+00:00",
   "summary": {
-    "activeBlockCount": 33,
+    "activeBlockCount": 31,
     "byGpuFramework": {
       "Ascend_910-b3|vllm": 1,
       "Ascend_910-b3|vllm_tokenizer_patch": 2,
@@ -690,9 +644,9 @@
       "Cambricon_mlu-370-x4|vllm": 1,
       "Cambricon_mlu-370-x4|vllm-customized": 2,
       "Cambricon_mlu-370-x4|vllm-mlu": 1,
-      "Cambricon_mlu-370-x8|vllm-mlu": 3,
+      "Cambricon_mlu-370-x8|vllm-mlu": 2,
       "Iluvatar_bi-150|vllm_0_17_0_corex_4_4_0": 3,
-      "Iluvatar_mrv-100|vllm": 4,
+      "Iluvatar_mrv-100|vllm": 3,
       "MetaX_c-500|vllm": 1,
       "MetaX_c-500|vllm_tokenizer_patch": 4,
       "Mthreads_s4000|vllm": 3,
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 5328a6aef0..69d4ed353d 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-21T19:52:16.582166+00:00",
+  "generatedAt": "2026-10-21T19:53:53.360059+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 90d6cfd144..4ed676c9ea 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-21T19:52:16.582166+00:00",
+  "catalogUpdatedAt": "2026-10-21T19:53:53.360059+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-21T19:52:16.582166+00:00",
+  "generatedAt": "2026-10-21T19:53:53.360059+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6543,6 +6543,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-21T19:52:16.582166+00:00",
+  "taskTreeUpdatedAt": "2026-10-21T19:53:53.360059+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 9b4c80d340..a31deb87c5 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3689,6 +3689,18 @@
 {"batchId": "29dfd316024d45d0bc40a8a15d571490", "completedAt": "2026-10-21T18:39:53.122734+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T18:39:50.606215+00:00", "framework": "vllm_tokenizer_patch", "intentId": "ff53c7e135344f939b2cef574a485ddc", "lastModified": "2026-10-21T15:40:57+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/AgentCPM-Explore-AWQ-8bit", "reason": null, "reconciledAt": "2026-10-21T19:52:21.882383+00:00", "repoId": "cyankiwi/AgentCPM-Explore-AWQ-8bit", "safeConfigVector": {"gpuNum": 1}, "status": "recovered_active", "targetGpu": "Ascend_910-b4", "taskId": "5699620", "taskType": "text-generation"}
 {"batchId": "9c505c9d159f4f8495bc5e31e8bb24b0", "completedAt": "2026-10-21T18:42:34.650485+00:00", "configFingerprint": "a1180a720dd471c32059d347c8965c5b18df1ca663ca61c609333bb476be5117", "configSource": "modelhub_live", "createdAt": "2026-10-21T18:42:32.111209+00:00", "framework": "llamacpp", "intentId": "f325a603297d4a3e9b0ed6bc55a7280c", "lastModified": "2026-10-21T18:16:46+00:00", "modelAddress": "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF", "reason": null, "reconciledAt": "2026-10-21T19:52:21.883538+00:00", "repoId": "AtomicChat/Qwen3.5-9B-DFlash-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "hygon_k100-ai", "taskId": "5699676", "taskType": "text-generation"}
 {"batchId": "5bb2c5352b644790992acdf3f4f523ff", "completedAt": "2026-10-21T19:49:02.957262+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T19:48:50.055809+00:00", "framework": "vllm_tokenizer_patch", "intentId": "933b46fdd9a54b24a06b04b46a445f54", "lastModified": "2026-10-19T18:03:21+00:00", "modelAddress": "https://modelscope.cn/models/cpatonn-mirror/granite-4.0-h-tiny-AWQ-4bit", "reason": null, "reconciledAt": "2026-10-21T19:52:21.882380+00:00", "repoId": "cpatonn-mirror/granite-4.0-h-tiny-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "recovered_active", "targetGpu": "Ascend_910-b4", "taskId": "5700656", "taskType": "text-generation"}
+{"batchId": "57a16cabd27b468abf1f6c205d49637b", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T19:53:54.004262+00:00", "framework": "vllm_tokenizer_patch", "intentId": "32cb5296a22e437eb02e1115a30451c0", "lastModified": "2026-10-21T17:09:55+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-8bit", "repoId": "cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-8bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "57a16cabd27b468abf1f6c205d49637b", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T19:53:54.004372+00:00", "framework": "vllm_tokenizer_patch", "intentId": "90fc2ac847fa458a8ea74b46d59b7f16", "lastModified": "2026-10-21T16:41:10+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-4bit", "repoId": "cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "57a16cabd27b468abf1f6c205d49637b", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-21T19:53:54.004427+00:00", "framework": "vllm_tokenizer_patch", "intentId": "2966db450e104a8185524a4dccaf6cf7", "lastModified": "2026-10-21T16:31:51+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Kimi-Linear-48B-A3B-Instruct-AWQ-4bit", "repoId": "cyankiwi/Kimi-Linear-48B-A3B-Instruct-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "57a16cabd27b468abf1f6c205d49637b", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-21T19:53:54.004491+00:00", "framework": "vllm_tokenizer_patch", "intentId": "3dbfe31ad89f43e1b0186688693247c0", "lastModified": "2026-10-21T15:40:49+00:00", "modelAddress": "https://modelscope.cn/models/ukisai/Swift-1.5-4bit-MLX", "repoId": "ukisai/Swift-1.5-4bit-MLX", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "57a16cabd27b468abf1f6c205d49637b", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-21T19:53:54.004535+00:00", "framework": "vllm_tokenizer_patch", "intentId": "d011792ed5a3458980cebb2cb5afdb24", "lastModified": "2026-10-21T17:21:19+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/OmniCoder-9B-AWQ-BF16-INT8", "repoId": "cyankiwi/OmniCoder-9B-AWQ-BF16-INT8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "57a16cabd27b468abf1f6c205d49637b", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-21T19:53:54.004572+00:00", "framework": "vllm_tokenizer_patch", "intentId": "4f989a2a2a6e433d809b49fedcd9b9a9", "lastModified": "2026-10-21T19:08:10+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Kimi-Linear-48B-A3B-Instruct-AWQ-8bit", "repoId": "cyankiwi/Kimi-Linear-48B-A3B-Instruct-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "57a16cabd27b468abf1f6c205d49637b", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-21T19:53:54.004610+00:00", "framework": "vllm_tokenizer_patch", "intentId": "ecd96b7e2f254db5aeb3c85564adca83", "lastModified": "2026-10-21T15:32:58+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/OmniCoder-9B-AWQ-BF16-INT4", "repoId": "cyankiwi/OmniCoder-9B-AWQ-BF16-INT4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "57a16cabd27b468abf1f6c205d49637b", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-21T19:53:54.004647+00:00", "framework": "vllm_tokenizer_patch", "intentId": "84dbaf5dc1764785bbd372162baf9f56", "lastModified": "2026-10-21T16:19:52+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/IQuest-Coder-V1-40B-Loop-Instruct-AWQ-4bit", "repoId": "cyankiwi/IQuest-Coder-V1-40B-Loop-Instruct-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "57a16cabd27b468abf1f6c205d49637b", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-21T19:53:54.004684+00:00", "framework": "vllm_tokenizer_patch", "intentId": "e254f3b046244a09808e1bee7805c43b", "lastModified": "2026-10-21T15:33:25+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/GLM-4.7-Flash-REAP-23B-A3B-AWQ-8bit", "repoId": "cyankiwi/GLM-4.7-Flash-REAP-23B-A3B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "57a16cabd27b468abf1f6c205d49637b", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-21T19:53:54.004723+00:00", "framework": "vllm_tokenizer_patch", "intentId": "794620c0566a4758a45118faede76bd1", "lastModified": "2026-10-21T16:24:38+00:00", "modelAddress": "https://modelscope.cn/models/ukisai/Swift-1.5-5bit-MLX", "repoId": "ukisai/Swift-1.5-5bit-MLX", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "57a16cabd27b468abf1f6c205d49637b", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-21T19:53:54.004761+00:00", "framework": "vllm_tokenizer_patch", "intentId": "61af377bce634f5f83a85b740ddae3e9", "lastModified": "2026-10-21T17:18:20+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/MiroThinker-v1.5-30B-AWQ-8bit", "repoId": "cyankiwi/MiroThinker-v1.5-30B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "57a16cabd27b468abf1f6c205d49637b", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-21T19:53:54.004798+00:00", "framework": "vllm_tokenizer_patch", "intentId": "aec77a11805f4ab3b24ddb906920253e", "lastModified": "2026-10-21T15:40:57+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/AgentCPM-Explore-AWQ-8bit", "repoId": "cyankiwi/AgentCPM-Explore-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
 {"batchId": "12624ea309d74f74b04d0ba78b762b58", "completedAt": "2026-10-21T19:52:19.622743+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-21T19:52:17.201111+00:00", "framework": "vllm_tokenizer_patch", "intentId": "7463c72eb03b45fea7c0225c2000de61", "repoId": "cyankiwi/AgentCPM-Explore-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
 {"batchId": "12624ea309d74f74b04d0ba78b762b58", "completedAt": "2026-10-21T19:52:19.622740+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-21T19:52:17.201074+00:00", "framework": "vllm_tokenizer_patch", "intentId": "130655a153a246c0a76b792bce8b958e", "repoId": "cyankiwi/MiroThinker-v1.5-30B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
 {"batchId": "12624ea309d74f74b04d0ba78b762b58", "completedAt": "2026-10-21T19:52:19.622738+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-21T19:52:17.201036+00:00", "framework": "vllm_tokenizer_patch", "intentId": "2d93edee3221416abee0ae4c399b2834", "repoId": "ukisai/Swift-1.5-5bit-MLX", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
diff --git a/manifest.json b/manifest.json
index 4f4c5e1324..abc7e050d7 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
   "agentVersion": "2026.09.04.4",
   "checksums": {
     ".modelhub_state/account_capacity.json": "da4d70c539c4502adb9842c0b2676d0123dadc5abe8291ec5221f76ea61555e2",
-    ".modelhub_state/architecture_compatibility_blacklist.json": "9d1a80c889ecf8e0902f940eb63dd07944c1dadc85b445a0b9711aab925e4e63",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "7a88971489ff70fe1225d84dff0130a05710d9ca47e191d66f4dc3c871b3f093",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "0d580b4586c781b4387c8db4c2b0852c67cdee89176efb9096c6f97ea647f539",
-    ".modelhub_state/official_capabilities.json": "8ae8caf2ba7bf5c010e7d0b45a3fe6044ebc8e22f85d1f8ce94af404cdca7c16",
+    ".modelhub_state/market_intelligence.json": "c6a0057f402586ee31c6b233b28cbbd2b3616679e08bb9e6ca564e42c214945f",
+    ".modelhub_state/official_capabilities.json": "fa0b8723d8dc7b6378600b496d5e8fe73e8d0d6cbacc60d5c971c14c2fe9193f",
     ".modelhub_state/outcome_checkpoint.json": "e482d70af5c40c026fa1d6bc289f21838edd60836ab4c12582c293a2deab2cf3",
     ".modelhub_state/queue_cleanup_latest.json": "7b166c835c959d893d154af368c56271091deec3c0322dd26922969a80cb7cac",
     ".modelhub_state/recent_outcomes.jsonl": "24ec76395955db5316ea193aa6a33685ef4c7bcace5288c8643bcccd81ff5285",
     ".modelhub_state/recovery_active_tasks.jsonl": "cc70af11f9bc9ccf8832c7dcff0e608d17704bdfd47b4690b6010b3510ebf6a2",
-    ".modelhub_state/recovery_intents.jsonl": "d5c3003c59d144a2e84ac48af3956e1af467be3b3ec8a97de8f265fcfc2ea0e3",
+    ".modelhub_state/recovery_intents.jsonl": "ff7c6ba5e449b6f466b9612f2f2e383dce47ae692478b5157e51ef35795f9f3e",
     ".modelhub_state/routing_intelligence.json": "6d3a4c4c3149d2c3632980f8cd6d30802e039cf9e3fa8655ebe406cc4910563b",
     ".modelhub_state/submission_exclusions.jsonl": "e2677e09d968a0c44c65d7c030b9c8ea2c9d39dc378ce302c2a309ab54d600d9",
     ".modelhub_state/worker_crashes.jsonl": "7ec5c580696be9e252968d3b24d3fe50028c3bb63d0549fafeb5a34732dade21",
     "ledger/submissions.jsonl": "4e427bfb2f4f876e36173baa20311ad902269dcc0a40d271242957fbaf39c8e0",
     "outcomes/submissions.jsonl": "699429b211b4602503b6656ee3fe901665b167fe3962042c1bf97814f1521e90"
   },
-  "generation": 27657,
-  "phase": "cycle",
+  "generation": 27658,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-21T19:52:22.116410+00:00",
+  "updatedAt": "2026-10-21T19:53:54.192368+00:00",
   "writerId": "d3d6980b05264495beb8a7e113a1076c"
 }