diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 10809619ef..5f5eb83c14 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -1311,7 +1311,7 @@
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 1f617e7e83..2fdf8bb859 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,8 +1,8 @@
 {
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@@ -565,15 +565,15 @@
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@@ -581,95 +581,95 @@
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@@ -678,43 +678,43 @@
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 448abe8668..f5691f33d6 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
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@@ -56,7 +56,7 @@
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@@ -204,7 +204,7 @@
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     "https://modelscope.cn/models/AtomicChat/Beam-1.0-501B-A23B-GGUF|2026-10-17T07:00:49+00:00|Ascend_910-b3": {
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@@ -270,6 +270,14 @@
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     "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-19T18:43:47+00:00|Cambricon_mlu-370-x8": {
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@@ -287,12 +295,21 @@
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-    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-19T18:43:47+00:00|Mthreads_s4000": {
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@@ -302,6 +319,14 @@
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+    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-19T18:59:17+00:00|Ascend_910-b4": {
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     "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-19T18:59:17+00:00|Cambricon_mlu-370-x8": {
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@@ -319,12 +344,21 @@
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-19T18:59:17+00:00|Mthreads_s4000": {
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+    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-19T18:59:17+00:00|hygon_k100-ai": {
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@@ -2976,6 +3061,14 @@
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+    "https://modelscope.cn/models/cpatonn-mirror/Qwen3-Next-80B-A3B-Thinking-AWQ-4bit|2026-10-19T18:19:51+00:00|hygon_k100-ai": {
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@@ -5630,6 +5641,14 @@
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     },
+    "https://modelscope.cn/models/shisa-ai/shisa-de-2.1-FP8-dynamic|2026-10-19T18:55:19+00:00|Ascend_910-b4": {
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+        "visual-multi-modal"
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-    "https://modelscope.cn/models/shisa-ai/shisa-de-2.1-FP8-dynamic|2026-10-19T18:55:19+00:00|Mthreads_s4000": {
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+      "updatedAt": "2026-10-20T07:41:38.868386+00:00"
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+    "https://modelscope.cn/models/shisa-ai/shisa-de-2.1-FP8-dynamic|2026-10-19T18:55:19+00:00|hygon_k100-ai": {
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@@ -6010,7 +6031,7 @@
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@@ -6026,7 +6047,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-20T02:59:11.451196+00:00"
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         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-20T02:59:11.753406+00:00"
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-      "updatedAt": "2026-10-20T02:59:14.363144+00:00"
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@@ -6805,6 +6826,6 @@
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-  "taskTreeUpdatedAt": "2026-10-20T07:05:55.768293+00:00",
+  "taskTreeUpdatedAt": "2026-10-20T07:39:45.967344+00:00",
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diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 0cc1891869..ac16a16765 100644
--- a/.modelhub_state/recovery_intents.jsonl
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diff --git a/manifest.json b/manifest.json
index 8742d30ab0..ff9f402f2b 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
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   "checksums": {
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-    ".modelhub_state/architecture_compatibility_blacklist.json": "14236658bd72bf4ee44edce26e9cde82b573b266458513a6b9a5e31ad1d9c521",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "482064965472cb424ab2826d5fe981a35ecbff7c2c8f8e027ea128acae50cb33",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "3b9b81d8c3fd2be4c6650e00f7a5845006996bccc1869e489be3330f04d8e5a2",
-    ".modelhub_state/official_capabilities.json": "f78259ccf87bd5e7d9f779f887c46994e337ed01408ce35b1584657b090ecf0f",
+    ".modelhub_state/market_intelligence.json": "c7687721f926c6a5bed96c63e8a66badee0b377e55fe936962d78c3d187df8b3",
+    ".modelhub_state/official_capabilities.json": "62a4b6aabfd8bc0ccfaa4194c2b57806f09879ad7fed673dd37d339780033615",
     ".modelhub_state/outcome_checkpoint.json": "b6f6eb878003221f8b41068f1f487615b4d6841290cb0744df0b78e641dd7e8d",
     ".modelhub_state/queue_cleanup_latest.json": "94f8d5aa7d75362b314f125a8688003f764b994afe972513ddf29b69d249a632",
     ".modelhub_state/recent_outcomes.jsonl": "fa91981c7ed2f069f9d64d025e5739016eda9d52a36ec06064f667e592ce0db4",
     ".modelhub_state/recovery_active_tasks.jsonl": "1fa8a8cdb84450fd88bee402a388794d798a8d828c3d062a068bbfad00bfa316",
-    ".modelhub_state/recovery_intents.jsonl": "65475f6809c36466b42900968e2f16adfcf7345dfee3a3db67c8f93c82bba495",
+    ".modelhub_state/recovery_intents.jsonl": "d6cb61b3c093c58d5d53c393c7dd8ca4e62f68dc9dc7a2dd43230d985dfd1d8d",
     ".modelhub_state/routing_intelligence.json": "f3805c67cdb7f6b66066a4e433b20fd95f340a6680fb6a64ce17ca606d012c36",
     ".modelhub_state/submission_exclusions.jsonl": "1ef249015e7dce06a9d85a72a9a31e2714443fe0ed14477ff3f48af7ef8f8b9c",
     ".modelhub_state/worker_crashes.jsonl": "75c8a6c5605f99dfe3e7d27ff6e9c6d730e1ee3a5016c812ed5cc3137a98684c",
     "ledger/submissions.jsonl": "df38c060f3a90d4806233dc6ac41fd44bb9b673d0407b61194290c12919989a4",
     "outcomes/submissions.jsonl": "96f5f10a2ad04882fd4e6cabfe0d956713702efd0c89843babb90ff9490aaf2d"
   },
-  "generation": 25928,
-  "phase": "cycle",
+  "generation": 25929,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-20T07:32:56.703791+00:00",
+  "updatedAt": "2026-10-20T07:41:51.551599+00:00",
   "writerId": "eca444bc9fdf4bc89c9cfc2f8a9a6ac1"
 }