diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 038b0dcbba..b5caf7ea03 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -728,7 +728,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-21T18:56:33.652644+00:00",
+  "generatedAt": "2026-10-21T18:58:10.744135+00:00",
   "summary": {
     "activeBlockCount": 35,
     "byGpuFramework": {
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 69467b245f..1c7229cee9 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-21T18:56:33.803278+00:00",
+  "generatedAt": "2026-10-21T18:58:10.858059+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index d1954a3fc7..f4c7c5cc08 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-21T18:56:33.803278+00:00",
+  "catalogUpdatedAt": "2026-10-21T18:58:10.858059+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-21T18:56:33.803278+00:00",
+  "generatedAt": "2026-10-21T18:58:16.695329+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -1878,26 +1878,6 @@
       ],
       "updatedAt": "2026-10-21T18:34:49.554244+00:00"
     },
-    "https://modelscope.cn/models/cpatonn-mirror/Qwen3-4B-Instruct-2507-AWQ|2026-10-19T18:17:12+00:00|Iluvatar_bi-150": {
-      "taskTypes": [
-        "asr",
-        "question_answering",
-        "reinforcement_learning",
-        "text-generation",
-        "text-to-image-generation",
-        "text_classification",
-        "vision_classification",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-21T18:34:48.366274+00:00"
-    },
-    "https://modelscope.cn/models/cpatonn-mirror/Qwen3-4B-Instruct-2507-AWQ|2026-10-19T18:17:12+00:00|Mthreads_s4000": {
-      "taskTypes": [
-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-21T18:34:48.288563+00:00"
-    },
     "https://modelscope.cn/models/cpatonn-mirror/Qwen3-4B-Thinking-2507-AWQ-4bit|2026-10-19T17:09:46+00:00|Ascend_910-b3": {
       "taskTypes": [
         "text-generation",
@@ -2021,15 +2001,6 @@
       ],
       "updatedAt": "2026-10-21T18:34:55.703944+00:00"
     },
-    "https://modelscope.cn/models/cpatonn-mirror/Qwen3-Next-80B-A3B-Thinking-AWQ-4bit|2026-10-19T18:19:51+00:00|Iluvatar_mrv-100": {
-      "taskTypes": [
-        "asr",
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-21T18:34:48.382090+00:00"
-    },
     "https://modelscope.cn/models/cpatonn-mirror/Qwen3-Next-80B-A3B-Thinking-AWQ-8bit|2026-10-19T17:00:47+00:00|Ascend_910-b3": {
       "taskTypes": [
         "text-generation",
@@ -5229,14 +5200,6 @@
       ],
       "updatedAt": "2026-10-21T18:34:48.466164+00:00"
     },
-    "https://modelscope.cn/models/ggml-org/gpt-oss-120b-GGUF|2026-10-19T18:17:16+00:00|Ascend_910-b4": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-21T18:34:48.265592+00:00"
-    },
     "https://modelscope.cn/models/ggml-org/gpt-oss-120b-GGUF|2026-10-19T18:17:16+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -5250,15 +5213,6 @@
       ],
       "updatedAt": "2026-10-21T18:34:48.592378+00:00"
     },
-    "https://modelscope.cn/models/ggml-org/gpt-oss-120b-GGUF|2026-10-19T18:17:16+00:00|Iluvatar_mrv-100": {
-      "taskTypes": [
-        "asr",
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-21T18:34:48.374081+00:00"
-    },
     "https://modelscope.cn/models/ggml-org/gpt-oss-120b-GGUF|2026-10-19T18:17:16+00:00|Mthreads_s4000": {
       "taskTypes": [
         "text-generation",
@@ -5555,6 +5509,44 @@
       ],
       "updatedAt": "2026-10-21T18:37:10.180761+00:00"
     },
+    "https://modelscope.cn/models/ibm-granite/granitelib-core-r1.0|2026-10-21T18:58:10+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T18:58:16.641612+00:00"
+    },
+    "https://modelscope.cn/models/ibm-granite/granitelib-core-r1.0|2026-10-21T18:58:10+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T18:58:16.606143+00:00"
+    },
+    "https://modelscope.cn/models/ibm-granite/granitelib-core-r1.0|2026-10-21T18:58:10+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T18:58:16.695329+00:00"
+    },
+    "https://modelscope.cn/models/ibm-granite/granitelib-core-r1.0|2026-10-21T18:58:10+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T18:58:16.561717+00:00"
+    },
+    "https://modelscope.cn/models/ibm-granite/granitelib-guardian-r1.0|2026-10-21T18:52:19+00:00|Mthreads_s4000": {
+      "taskTypes": [
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T18:58:16.626810+00:00"
+    },
     "https://modelscope.cn/models/iluvatar-corex/MiniMax-M2.5-W4A8|2026-10-19T13:50:57+00:00|Ascend_910-b3": {
       "taskTypes": [
         "text-generation",
@@ -7181,6 +7173,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-21T18:56:33.803278+00:00",
+  "taskTreeUpdatedAt": "2026-10-21T18:58:10.858059+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 179f68428e..ae1019c720 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3688,6 +3688,18 @@
 {"batchId": "0116257f45bd45e388af267976422dfd", "completedAt": "2026-10-21T18:39:00.802548+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T18:38:58.458031+00:00", "framework": "vllm_tokenizer_patch", "intentId": "64b812e6186744669373493debbfae64", "lastModified": "2026-10-21T17:24:35+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Orchestrator-8B-AWQ-4bit", "reason": null, "reconciledAt": "2026-10-21T18:56:39.314626+00:00", "repoId": "cyankiwi/Orchestrator-8B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "recovered_active", "targetGpu": "Ascend_910-b4", "taskId": "5699606", "taskType": "text-generation"}
 {"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": "2026-10-21T18:56:39.314624+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": "2026-10-21T18:56:39.313772+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": "141f7f1f7dec429fbd2d2c99b0488988", "configFingerprint": "705b8b3614c86a1ac722c97f43e177e84ca20282e9799fffb1b890510d641728", "configSource": "modelhub_live", "createdAt": "2026-10-21T18:58:20.054774+00:00", "framework": "llamacpp", "intentId": "83613f3cea8647f795308e056d84634a", "lastModified": "2026-10-21T18:16:46+00:00", "modelAddress": "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF", "repoId": "AtomicChat/Qwen3.5-9B-DFlash-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "141f7f1f7dec429fbd2d2c99b0488988", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T18:58:20.054879+00:00", "framework": "vllm_tokenizer_patch", "intentId": "196c0bb4ab584c7589fa347c322e86c7", "lastModified": "2026-10-21T16:33:24+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Qwen3-4B-Instruct-2507-AWQ-4bit", "repoId": "cyankiwi/Qwen3-4B-Instruct-2507-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "141f7f1f7dec429fbd2d2c99b0488988", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T18:58:20.054937+00:00", "framework": "vllm_tokenizer_patch", "intentId": "39800a0c7f4245d895feecff48cbcad9", "lastModified": "2026-10-21T17:03:19+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/MiniCPM-SALA-AWQ-4bit", "repoId": "cyankiwi/MiniCPM-SALA-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "141f7f1f7dec429fbd2d2c99b0488988", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T18:58:20.054988+00:00", "framework": "vllm_tokenizer_patch", "intentId": "26061a1d9c834403ad1d4fb28d8763a4", "lastModified": "2026-10-21T16:21:36+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/AgentCPM-Report-AWQ-8bit", "repoId": "cyankiwi/AgentCPM-Report-AWQ-8bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "141f7f1f7dec429fbd2d2c99b0488988", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T18:58:20.055038+00:00", "framework": "vllm_tokenizer_patch", "intentId": "e90c0b67aa624ca79638f7e8dfd2a640", "lastModified": "2026-10-21T16:19:53+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-4bit", "repoId": "cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "141f7f1f7dec429fbd2d2c99b0488988", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T18:58:20.055088+00:00", "framework": "vllm_tokenizer_patch", "intentId": "c33090d1e1304ad6af88230a7de055cb", "lastModified": "2026-10-21T16:56:31+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/NVIDIA-Nemotron-Nano-9B-v2-AWQ-4bit", "repoId": "cyankiwi/NVIDIA-Nemotron-Nano-9B-v2-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "141f7f1f7dec429fbd2d2c99b0488988", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T18:58:20.055137+00:00", "framework": "vllm_tokenizer_patch", "intentId": "3802609eeca14ab88bd6062f489cbe1e", "lastModified": "2026-10-21T15:53:43+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-4bit", "repoId": "cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "141f7f1f7dec429fbd2d2c99b0488988", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T18:58:20.055197+00:00", "framework": "vllm_tokenizer_patch", "intentId": "06296d680c7143bfa4e3ca67d037a651", "lastModified": "2026-10-21T16:38:25+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-4bit", "repoId": "cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "141f7f1f7dec429fbd2d2c99b0488988", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T18:58:20.055246+00:00", "framework": "vllm_tokenizer_patch", "intentId": "3d4c4512d9e64f919cbffdb0afbf8dd5", "lastModified": "2026-10-21T16:49:53+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Think-AWQ-4bit", "repoId": "cyankiwi/Olmo-3.1-32B-Think-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "141f7f1f7dec429fbd2d2c99b0488988", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T18:58:20.055295+00:00", "framework": "vllm_tokenizer_patch", "intentId": "4ef0b9f329144dcc861861bc3f23ce0d", "lastModified": "2026-10-21T16:31:43+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-8bit", "repoId": "cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-8bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "141f7f1f7dec429fbd2d2c99b0488988", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T18:58:20.055344+00:00", "framework": "vllm_tokenizer_patch", "intentId": "9f645df11888413f94aa33b40a605732", "lastModified": "2026-10-21T17:00:21+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/LFM2-8B-A1B-AWQ-4bit", "repoId": "cyankiwi/LFM2-8B-A1B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
+{"batchId": "141f7f1f7dec429fbd2d2c99b0488988", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T18:58:20.055393+00:00", "framework": "vllm_tokenizer_patch", "intentId": "75ba6ee792c249e182d2b42f085fef9d", "lastModified": "2026-10-21T16:58:14+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/KAT-Dev-AWQ-4bit", "repoId": "cyankiwi/KAT-Dev-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "pending", "targetGpu": "Ascend_910-b4", "taskType": "text-generation"}
 {"batchId": "a850797c360444bdac87bfc6fb365aad", "completedAt": "2026-10-21T18:56:37.010809+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T18:56:34.475374+00:00", "framework": "vllm_tokenizer_patch", "intentId": "ab5835b200b249d9846d543d22520bd7", "repoId": "cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-8bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
 {"batchId": "a850797c360444bdac87bfc6fb365aad", "completedAt": "2026-10-21T18:56:37.010805+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T18:56:34.475325+00:00", "framework": "vllm_tokenizer_patch", "intentId": "5601fb615b67463995d53d682722756a", "repoId": "cyankiwi/KAT-Dev-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
 {"batchId": "a850797c360444bdac87bfc6fb365aad", "completedAt": "2026-10-21T18:56:37.010801+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-21T18:56:34.475276+00:00", "framework": "vllm_tokenizer_patch", "intentId": "17b796b7735d4f58a93f9a60fd94a68e", "repoId": "cyankiwi/LFM2-8B-A1B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
diff --git a/manifest.json b/manifest.json
index 16c5e3b814..a95380b447 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
   "agentVersion": "2026.09.04.4",
   "checksums": {
     ".modelhub_state/account_capacity.json": "96af6f62fe6f25a232800b0363414ff018be25cd8ae82fb710642ea3426a9a0b",
-    ".modelhub_state/architecture_compatibility_blacklist.json": "38004b5f41c9f1f90e0798b6012cc4836616bb0421c0de886afd192d59ee3d79",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "09e41198ffeb5b5b513b0c96bfa3b9d6233d4b6588ac857a7cc90b29cc03fea3",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "b4a3eec9e2b534ebd20a32ed5987b91fe4f0650fa9e3f4de8d595281a31d284a",
-    ".modelhub_state/official_capabilities.json": "130ea79ebae44b3d926bca4a2ae8c2d9f0eb2d977608cbdf85d69000a6b95008",
+    ".modelhub_state/market_intelligence.json": "2a3ed51e305eb9ef5af242a56e699c37079f49abb6457e12b1db2eac3e1808eb",
+    ".modelhub_state/official_capabilities.json": "b3a61f0db3084727db3693595f2901e7eed9512ef5917aef2ac28ae33200a73f",
     ".modelhub_state/outcome_checkpoint.json": "e482d70af5c40c026fa1d6bc289f21838edd60836ab4c12582c293a2deab2cf3",
     ".modelhub_state/queue_cleanup_latest.json": "6014ca537a031f863e28f6a37687bc0df439717af8ce5ec8103c6bcd770de63f",
     ".modelhub_state/recent_outcomes.jsonl": "24ec76395955db5316ea193aa6a33685ef4c7bcace5288c8643bcccd81ff5285",
     ".modelhub_state/recovery_active_tasks.jsonl": "664afe6d41ed2d019bfc3cf969dc3b336a749d3f0c5d7d9e17c6c6f4a3d50c86",
-    ".modelhub_state/recovery_intents.jsonl": "0b5b22e2d957540393f31861051b3874b91bb6921dbe24a66f7ebde14efd13fa",
+    ".modelhub_state/recovery_intents.jsonl": "d899bf5f372b4fb500128e4db7e3b9bcd256c1e8f2481f181f500b94ada24cd2",
     ".modelhub_state/routing_intelligence.json": "9614ac6586d80ca284d9b3e55c0fef7c66f9d408d18c394c7f98775ec192f04d",
     ".modelhub_state/submission_exclusions.jsonl": "c6fb07b373f0ca409be2461cdd99c262494d24065e4147b167622573bcc52c8c",
     ".modelhub_state/worker_crashes.jsonl": "d46c42c2991f2fda703c2ba17f2b6a21afa8e1453bf67666f1bc0ff3bb99e2e9",
     "ledger/submissions.jsonl": "49a58232c3439f0cd419e52f0d919bab75b0e507eeb8a3a6cf8c22f6e97f35fd",
     "outcomes/submissions.jsonl": "06bac3d95b1a6443dd227a13f5806ba357dfbaaecfcbaf262cacda30401a89bc"
   },
-  "generation": 27560,
-  "phase": "cycle",
+  "generation": 27561,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-21T18:56:39.573386+00:00",
+  "updatedAt": "2026-10-21T18:58:20.220372+00:00",
   "writerId": "f9d6ac09a4c14ca19fc241d193853c55"
 }