diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 613adbabc2..54d525faf3 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -441,27 +441,6 @@
       "targetGpu": "hygon_k100-ai",
       "taskType": "text-generation"
     },
-    "iluvatar_bi-150|transformers|text-generation|architectures:zayaforcausallm": {
-      "architectureSignature": "architectures:zayaforcausallm",
-      "architectures": [
-        "zayaforcausallm"
-      ],
-      "evidenceCount": 1,
-      "expiresAt": "2026-10-21T14:20:21.627234+00:00",
-      "framework": "transformers",
-      "latestFailureAt": "2026-09-21T14:20:21.627234+00:00",
-      "latestSuccessfulAt": null,
-      "matchType": "architectures",
-      "modelType": "zaya",
-      "sourceModelIds": [
-        "JANGQ-AI/AppleScript-8B-JANG_4M"
-      ],
-      "sourceTaskIds": [
-        "5002168"
-      ],
-      "targetGpu": "Iluvatar_bi-150",
-      "taskType": "text-generation"
-    },
     "iluvatar_bi-150|vllm_0_17_0_corex_4_4_0|text-generation|architectures:spark2_5forcausallm": {
       "architectureSignature": "architectures:spark2_5forcausallm",
       "architectures": [
@@ -850,9 +829,9 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-21T14:19:32.762636+00:00",
+  "generatedAt": "2026-10-21T14:21:19.182741+00:00",
   "summary": {
-    "activeBlockCount": 41,
+    "activeBlockCount": 40,
     "byGpuFramework": {
       "Ascend_910-b3|vllm": 2,
       "Ascend_910-b3|vllm_tokenizer_patch": 3,
@@ -861,7 +840,6 @@
       "Cambricon_mlu-370-x4|vllm-customized": 2,
       "Cambricon_mlu-370-x4|vllm-mlu": 1,
       "Cambricon_mlu-370-x8|vllm-mlu": 3,
-      "Iluvatar_bi-150|transformers": 1,
       "Iluvatar_bi-150|vllm_0_17_0_corex_4_4_0": 2,
       "Iluvatar_bi-150|vllm_tokenizer_patch": 1,
       "Iluvatar_mrv-100|vllm": 4,
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index ca8b714113..66d466649d 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-21T14:19:32.866618+00:00",
+  "generatedAt": "2026-10-21T14:21:19.290642+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 791de68d89..d1b8463d8c 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-21T14:19:32.866618+00:00",
+  "catalogUpdatedAt": "2026-10-21T14:21:19.290642+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-21T14:19:33.631327+00:00",
+  "generatedAt": "2026-10-21T14:21:19.290642+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6691,6 +6691,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-21T14:19:32.866618+00:00",
+  "taskTreeUpdatedAt": "2026-10-21T14:21:19.290642+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index e74d5a09d0..4c772a0b1f 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3671,6 +3671,18 @@
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diff --git a/manifest.json b/manifest.json
index d3e8abf186..708a9abeb7 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
   "agentVersion": "2026.09.04.4",
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-    ".modelhub_state/architecture_compatibility_blacklist.json": "6c405f1b1d508d6f3de10170652f2741632c6019166fa375782343b1da0c0414",
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-    ".modelhub_state/official_capabilities.json": "286d7fb7742d979892517da77eadcd0295a364c0fb7e44ecf573e4b4738dff63",
+    ".modelhub_state/market_intelligence.json": "23bdcc172db02aa852c2428a3ec20664eb98555d2a5fa0eb6d9f69ac01eeddcc",
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+    ".modelhub_state/recovery_intents.jsonl": "4154955148431a71d86127314cd806517cd7e5c55c90ed62ed25aad4dd1b9e49",
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-  "phase": "cycle",
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+  "phase": "intent",
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-  "updatedAt": "2026-10-21T14:19:47.634568+00:00",
+  "updatedAt": "2026-10-21T14:21:20.435694+00:00",
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 }