diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index f4b17d38bc..6be2f9190e 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -487,7 +487,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-23T05:29:48.160561+00:00",
+  "generatedAt": "2026-10-23T05:31:38.373692+00:00",
   "summary": {
     "activeBlockCount": 24,
     "byGpuFramework": {
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index fe2dd11cc7..a3c0f3452d 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-23T05:29:48.266050+00:00",
+  "generatedAt": "2026-10-23T05:31:38.477640+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index aebd8c4807..6d9bf9e3a8 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-23T05:29:48.266050+00:00",
+  "catalogUpdatedAt": "2026-10-23T05:31:38.477640+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-23T05:29:48.266050+00:00",
+  "generatedAt": "2026-10-23T05:31:38.477640+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6289,6 +6289,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-23T05:29:48.266050+00:00",
+  "taskTreeUpdatedAt": "2026-10-23T05:31:38.477640+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 07c4a3dcaf..1cff0c8941 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3728,6 +3728,18 @@
 {"batchId": "4da72fb9df654621af214d2580119d18", "completedAt": "2026-10-22T20:25:26.110649+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-22T20:25:23.630397+00:00", "framework": "vllm_tokenizer_patch", "intentId": "5bcde5a40eb543eeb24ce85c99821717", "lastModified": "2026-10-21T16:49:53+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Think-AWQ-4bit", "reason": null, "reconciledAt": "2026-10-23T05:30:06.561886+00:00", "repoId": "cyankiwi/Olmo-3.1-32B-Think-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "recovered_active", "targetGpu": "Ascend_910-b4", "taskId": "5725025", "taskType": "text-generation"}
 {"batchId": "e72c464f837541da9c1da8886bf58419", "completedAt": "2026-10-22T22:44:16.149243+00:00", "configFingerprint": "1d8ba6e2bf36aa47c80ff7bd95383cf1571f55e0a76760eb56b3f847863afa7f", "configSource": "modelhub_live", "createdAt": "2026-10-22T22:44:13.585401+00:00", "framework": "llamacpp", "intentId": "3669a4afc92a4768b586a1925807bb3c", "lastModified": "2026-10-22T14:16:42+00:00", "modelAddress": "https://modelscope.cn/models/InternScience/Sage-A1.5-Q8_0-GGUF", "reason": null, "reconciledAt": "2026-10-23T05:30:06.561883+00:00", "repoId": "InternScience/Sage-A1.5-Q8_0-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "hygon_k100-ai", "taskId": "5726692", "taskType": "text-generation"}
 {"batchId": "a6a98b5ac1794d7a89d0a235710ba4d7", "completedAt": "2026-10-23T05:27:08.239197+00:00", "configFingerprint": "91915287b76ea7e05cad914ff86bc370079e1da493390c06596dc5d6300af314", "configSource": "modelhub_live", "createdAt": "2026-10-23T05:27:05.307683+00:00", "framework": "llamacpp", "intentId": "483aa2032fd547debfa74e8cfbeb84aa", "lastModified": "2026-10-22T14:16:42+00:00", "modelAddress": "https://modelscope.cn/models/InternScience/Sage-A1.5-Q8_0-GGUF", "reason": null, "reconciledAt": "2026-10-23T05:30:06.560334+00:00", "repoId": "InternScience/Sage-A1.5-Q8_0-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "recovered_active", "targetGpu": "Mthreads_s4000", "taskId": "5732271", "taskType": "text-generation"}
+{"batchId": "eb662ac5492b41f6b62af7f39f53f3d8", "configFingerprint": "705b8b3614c86a1ac722c97f43e177e84ca20282e9799fffb1b890510d641728", "configSource": "modelhub_live", "createdAt": "2026-10-23T05:31:39.358657+00:00", "framework": "llamacpp", "intentId": "a935a3c764c34062a4c5acd99c03d0c9", "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": "eb662ac5492b41f6b62af7f39f53f3d8", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-23T05:31:39.358815+00:00", "framework": "vllm_tokenizer_patch", "intentId": "a25aa57e668647679a625c5d51956583", "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": "eb662ac5492b41f6b62af7f39f53f3d8", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-23T05:31:39.358912+00:00", "framework": "vllm_tokenizer_patch", "intentId": "6571008846be4c3ea36cd934ff2aad41", "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": "eb662ac5492b41f6b62af7f39f53f3d8", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T05:31:39.358999+00:00", "framework": "vllm_tokenizer_patch", "intentId": "0f3bc7f7844d4eb981d00048e84d9618", "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, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "eb662ac5492b41f6b62af7f39f53f3d8", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T05:31:39.359066+00:00", "framework": "vllm_tokenizer_patch", "intentId": "6531c82c22fa405c9a3a9b0cae1879e9", "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": "eb662ac5492b41f6b62af7f39f53f3d8", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T05:31:39.359132+00:00", "framework": "vllm_tokenizer_patch", "intentId": "0faf0e57f2de45c28fe6eadafaac40e0", "lastModified": "2026-10-22T13:58:47+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": "eb662ac5492b41f6b62af7f39f53f3d8", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T05:31:39.359206+00:00", "framework": "vllm_tokenizer_patch", "intentId": "4ad7a411685543b79174e01579d7023e", "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": "eb662ac5492b41f6b62af7f39f53f3d8", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T05:31:39.359271+00:00", "framework": "vllm_tokenizer_patch", "intentId": "2ae6f12594ed41caac39e2734646976a", "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, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "eb662ac5492b41f6b62af7f39f53f3d8", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T05:31:39.359335+00:00", "framework": "vllm_tokenizer_patch", "intentId": "a26c815a0d4f49498b137cb746e85b5b", "lastModified": "2026-10-22T01:37:07+00:00", "modelAddress": "https://modelscope.cn/models/RecursiveSI/flint-int4", "repoId": "RecursiveSI/flint-int4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "eb662ac5492b41f6b62af7f39f53f3d8", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T05:31:39.359399+00:00", "framework": "vllm_tokenizer_patch", "intentId": "04a479a7005e440696981f7e427eaf56", "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": "eb662ac5492b41f6b62af7f39f53f3d8", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T05:31:39.359464+00:00", "framework": "vllm_tokenizer_patch", "intentId": "9749a43af8004c14a9851353cead2ec5", "lastModified": "2026-10-22T14:14:09+00:00", "modelAddress": "https://modelscope.cn/models/InternScience/Sage-A1.5-FP8", "repoId": "InternScience/Sage-A1.5-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
+{"batchId": "eb662ac5492b41f6b62af7f39f53f3d8", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T05:31:39.359528+00:00", "framework": "vllm_tokenizer_patch", "intentId": "d57f0199dd1c4237bbd50962f39d1a5b", "lastModified": "2026-10-22T13:17:57+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": "f2d79fcf85634c63b5a2ebb8cf8d828c", "completedAt": "2026-10-23T05:29:58.968341+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T05:29:56.232892+00:00", "framework": "vllm_tokenizer_patch", "intentId": "41cb12b798d547df8e8560413a8bdbac", "repoId": "ukisai/Swift-1.5-5bit-MLX", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
 {"batchId": "f2d79fcf85634c63b5a2ebb8cf8d828c", "completedAt": "2026-10-23T05:29:58.968337+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T05:29:56.232854+00:00", "framework": "vllm_tokenizer_patch", "intentId": "dd38b7c220c14a7c83899e4fb62ddd24", "repoId": "InternScience/Sage-A1.5-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
 {"batchId": "f2d79fcf85634c63b5a2ebb8cf8d828c", "completedAt": "2026-10-23T05:29:58.968334+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T05:29:56.232817+00:00", "framework": "vllm_tokenizer_patch", "intentId": "f8d137b430be494ea02ecf27f9bb1868", "repoId": "cyankiwi/Kimi-Linear-48B-A3B-Instruct-AWQ-8bit", "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 7259f87530..87ff813a87 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
   "agentVersion": "2026.09.04.4",
   "checksums": {
     ".modelhub_state/account_capacity.json": "2d5b2904b1279afbe4058b313e74d101a4ab8e60840b51d3442d090f96f89b74",
-    ".modelhub_state/architecture_compatibility_blacklist.json": "7cb26bb38b2ee7394224d45870c800a0745065700606ec3e6174adf9f9f2e0c2",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "632f274c60b4f3e59db31bbf37424fc2dc5fc74dd9c11e7496fdff833b7a9322",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "cc124c8503f13f1b7aa54d2f9035993218b271bbb85ff96fc3b1bfe6b7fd5f1e",
-    ".modelhub_state/official_capabilities.json": "69b4a63b7f8f6086111f71f7871362fc3331cb37340a01ac413e288ee6517a71",
+    ".modelhub_state/market_intelligence.json": "f8fce260d42607d3673092e0505153f9f847be6b87afd9657a1aac8c2b7f147d",
+    ".modelhub_state/official_capabilities.json": "b04486f95a9cd4d74a6f82fd58bdd47dbd310bca2a214866dc3943c96a5b0270",
     ".modelhub_state/outcome_checkpoint.json": "e00e4fec0cfb0d33421bfd5cea5c93a82d5e5ce4a6b00e25278113f6947396b7",
     ".modelhub_state/queue_cleanup_latest.json": "f5c6a7a2fc1c4414df13c85e3cb67c1605111cc1b0383163de9820194d12893d",
     ".modelhub_state/recent_outcomes.jsonl": "f140ad313dfd577f5be89f848c9930b302e6cef742091cd7c6bdbac20f3f5cb3",
     ".modelhub_state/recovery_active_tasks.jsonl": "b9dc967f5ea0c24968bdbdd4a6f6c7ddc28657b974de604dd4b3474660141f1f",
-    ".modelhub_state/recovery_intents.jsonl": "57f31289dc143e122185cd137299cd09dd8e904769c868f9c4910313c869ac79",
+    ".modelhub_state/recovery_intents.jsonl": "407264da749067da37d6480858970b815982e1be53e3a9a188157c64d377f9da",
     ".modelhub_state/routing_intelligence.json": "1ca434bd2d453258960c306e37883793a654ef79b5853668d949cc72a63ed5b5",
     ".modelhub_state/submission_exclusions.jsonl": "3bb99a0a703cee6767cdaeed2e3d26480ebf6d1cb44552f40bf65c94d9ed58b1",
     ".modelhub_state/worker_crashes.jsonl": "79a82e0be7257a319accaac998e3a6ffc2ee298cd8277e80ede1ae8a4592226f",
     "ledger/submissions.jsonl": "59900d7f26c44fb4c88e2514bd072ed6eaae89b97fbc147f8bc448b23f2386fe",
     "outcomes/submissions.jsonl": "d577a6eace524c5716f862336e815f022d51f07ccaf31c26139c3a5e4d74ec35"
   },
-  "generation": 30935,
-  "phase": "cycle",
+  "generation": 30936,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-23T05:30:06.793730+00:00",
+  "updatedAt": "2026-10-23T05:31:39.535172+00:00",
   "writerId": "0f7b062a06b54242af2a262608ef306f"
 }