knowledge: daily intake batch 12

[tzhouam]

Daily knowledge-intake batch from omni-reviewbot: executable rules distilled from merged PRs and copilot bugfix runs, append-only per the knowledge contract. Merging this PR is the human promotion gate — review the rules like any other knowledge edit.

Proposed rules

• knowledge/repos/vllm-omni/models/qwen-omni/rules.md → QOMNI-1h (sources: PR #7200)
• knowledge/repos/vllm-omni/components/serving/rules-request-input.md → SERV-4r (sources: PR #4741)
• knowledge/repos/vllm-omni/ci/rules-amd.md → OMNI-CI-2i (sources: PR #6966)
• knowledge/repos/vllm-omni/components/serving/rules-stage-startup.md → SERV-8b (sources: PR #7292)
• knowledge/repos/vllm-omni/components/model-executor/rules-platform-backends.md → EXEC-10f (sources: PR #7301)
• knowledge/repos/vllm-omni/models/ltx2/rules.md → LTX25-3 (sources: PR #7350)
• knowledge/repos/vllm-omni/models/minicpm-o-4-5/rules.md → MCPMO-2g (sources: PR #7344)
• knowledge/repos/vllm-omni/ci/rules.md → OMNI-CI-1g (sources: PR #6597)

Source events

• merged_pr PR #7200: fix: reserve Qwen3-Omni NVFP4 backend fix
• merged_pr PR #4741: [BugFix] Add field validators for /v1/audio/generate request
• merged_pr PR #6966: [CI][ROCm] Match CUDA/NPU L2/L3 label routing
• merged_pr PR #7007: [CI/Build] Avoid duplicate stage CLI deploy config
• merged_pr PR #6935: [CI/Build][ROCm] Normalize SenseNova paged-decode hardware markers
• merged_pr PR #7155: [Model] Skip unused frame packing in Wan2.2 S2V
• merged_pr PR #7343: [Doc] Add dual DGX Spark MiniMax-H3 results
• merged_pr PR #7202: [Model] Optimize MOSS-TTS Local batched execution and streaming codec
• merged_pr PR #7301: [Bugfix][XPU] Restore N-D output shape for W8A16 FP8 linear
• merged_pr PR #7341: [Doc] Document num_outputs_per_prompt for /v1/videos
• merged_pr PR #6820: [Skills] Add perf-evidence isolation, stage-attribution, and realtime-contract requirements
• merged_pr PR #7292: [Bugfix] Allow LLM replicas on different GPUs to initialize concurrently
• merged_pr PR #7336: [CI/Build] Stabilize LTX2 vocoder autocast test on ROCm
• merged_pr PR #6875: [NPU][CI] Add A5 and 310P CI support
• merged_pr PR #7350: [Kernel] Enable LTX DiffVAE fusions on SM100 and SM103
• merged_pr PR #7344: [Bugfix][MiniCPM-o] Align structured chat content with native omni rendering
• merged_pr PR #7230: [Rebase] Rebase to vLLM 0.29.0
• merged_pr PR #5453: [Refactor] P0.2: Migrate API server helpers out of api_server
• merged_pr PR #7356: [CI] Stabilize Qwen3-Omni Server VAD E2E
• merged_pr PR #6597: [CI/Build] Diff-aware source_file_dependencies for CUDA/NPU pipelines

Public SDK curation result

{
  "batch_id": "sha256:cfcb60f31ed7bcbfc889f29c2fe1786d06be2e6874cc9404b187daa7afa966e7",
  "success": true,
  "attempted": 8,
  "applied": 8,
  "accepted_indexes": [
    0,
    1,
    2,
    3,
    4,
    5,
    6,
    7
  ],
  "rejected_indexes": [],
  "updated_document_ids": [
    "knowledge/repos/vllm-omni/ci/rules-amd.md",
    "knowledge/repos/vllm-omni/ci/rules.md",
    "knowledge/repos/vllm-omni/components/model-executor/rules-platform-backends.md",
    "knowledge/repos/vllm-omni/components/serving/rules-request-input.md",
    "knowledge/repos/vllm-omni/components/serving/rules-stage-startup.md",
    "knowledge/repos/vllm-omni/models/ltx2/rules.md",
    "knowledge/repos/vllm-omni/models/minicpm-o-4-5/rules.md",
    "knowledge/repos/vllm-omni/models/qwen-omni/rules.md"
  ],
  "updated_on": "2026-09-12",
  "validators": [
    {
      "validator_id": "knowledge/tools/check_knowledge_tree.py",
      "passed": true,
      "status": "passed",
      "returncode": 0,
      "output": "提醒：文件接近拆分线：general/review/guides/review-execution-contract.md (183 个非空行，21548 bytes)\n提醒：文件接近拆分线：repos/vllm-omni/ci/rules.md (248 个非空行，28783 bytes)\n提醒：文件接近拆分线：repos/vllm-omni/components/configuration/rules.md (174 个非空行，30403 bytes)\n提醒：目录有 15 个普通页面，应该考虑分类：repos/vllm-omni/components/configuration\n提醒：文件接近拆分线：repos/vllm-omni/components/diffusion/rules-attention.md (190 个非空行，25118 bytes)\n提醒：文件接近拆分线：repos/vllm-omni/components/diffusion/rules-checkpoint-loading.md (211 个非空行，26702 bytes)\n提醒：文件接近拆分线：repos/vllm-omni/components/diffusion/rules-output-lifecycle.md (147 个非空行，21047 bytes)\n提醒：文件接近拆分线：repos/vllm-omni/components/diffusion/rules-system-runtime.md (189 个非空行，27138 bytes)\n提醒：文件接近拆分线：repos/vllm-omni/components/diffusion/rules.md (172 个非空行，27612 bytes)\n提醒：目录有 22 个普通页面，应该考虑分类：repos/vllm-omni/components/diffusion\n提醒：文件接近拆分线：repos/vllm-omni/components/model-executor/rules-bridge-batch.md (134 个非空行，18619 bytes)\n提醒：文件接近拆分线：repos/vllm-omni/components/model-executor/rules-platform-backends.md (93 个非空行，17182 bytes)\n提醒：文件接近拆分线：repos/vllm-omni/components/model-executor/rules.md (193 个非空行，31439 bytes)\n提醒：文件接近拆分线：repos/vllm-omni/components/scheduler/rules.md (299 个非空行，32496 bytes)\n提醒：文件接近拆分线：repos/vllm-omni/components/serving/rules-engine-lifecycle.md (246 个非空行，32271 bytes)\n提醒：文件接近拆分线：repos/vllm-omni/components/serving/rules.md (196 个非空行，31197 bytes)\n提醒：目录有 12 个普通页面，应该考虑分类：repos/vllm-omni/components/serving\n提醒：文件接近拆分线：repos/vllm-omni/models/hunyuan-image3/rules.md (137 个非空行，25387 bytes)\n提醒：文件接近拆分线：repos/vllm-omni/models/minicpm-o-4-5/rules.md (263 个非空行，31283 bytes)\n提醒：文件接近拆分线：repos/vllm-omni/models/minimax-h3/rules-cache-task.md (204 个非空行，28481 bytes)\n提醒：文件接近拆分线：repos/vllm-omni/models/minimax-h3/rules-deployment.md (236 个非空行，27707 bytes)\n提醒：文件接近拆分线：repos/vllm-omni/models/minimax-h3/rules.md (183 个非空行，32421 bytes)\n提醒：文件接近拆分线：repos/vllm-omni/models/qwen3-tts/rules.md (190 个非空行，20981 bytes)\n知识目录检查通过：0 个错误，23 个提醒"
    },
    {
      "validator_id": "knowledge/tools/check_wiki_lint.py",
      "passed": true,
      "status": "passed",
      "returncode": 0,
      "output": "wiki lint 通过：0 个错误，0 个提醒（共 387 页）"
    }
  ],
  "rolled_back": false
}

The vllm-omni release audit runs in CI on this PR as usual.

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