[vllm-omni-review-bot]

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/dots-tts/rules.md → DOTS-2a (sources: PR #6235)

Source events

• merged_pr PR #6955: [Bugfix][TTS] Make CosyVoice3 TRT plan publication concurrency-safe
• merged_pr PR #6723: [Bugfix] Restore Omni health route ownership
• merged_pr PR #6847: [Bugfix][LTX] Restore distilled two-stage video serving
• merged_pr PR #6097: [Doc] Add production diffusion model skill
• merged_pr PR #6878: [Bugfix] Preserve BF16 residual semantics in fused MiniMax-H3 modulation
• merged_pr PR #6359: [Model] Add BAGEL step execution and continuous batching
• merged_pr PR #6354: [Perf][NemotronVoiceChat] Fast defaults for all three deploy profiles: 2.8x offline, realtime full-duplex audio
• merged_pr PR #6817: [Benchmark] Add local OmniInteract performance cases
• merged_pr PR #7000: [Perf][Model] Optimize LTX video output transport
• merged_pr PR #6968: [Diffusion] Enable request-level batching for Boogu-Image (T2I)
• merged_pr PR #6989: [Bugfix] Release diffusion worker RPC results on ranks that do not reply
• merged_pr PR #6983: [Perf][DreamZero] Remove redundant CUDA compile guard
• merged_pr PR #7019: [Bugfix] Fix Qwen3-Omni MoE backend selection
• merged_pr PR #7020: [Bugfix] Update Hub kernel dependency floor
• merged_pr PR #6947: [CI][Bugfix] Normalize spoken units in text comparison
• merged_pr PR #7049: [Bugfix][BAGEL] Restore original denoise step count
• merged_pr PR #6235: [Feat][dots.tts] Add Online Serving Support
• merged_pr PR #6775: [Bugfix] Give exact-shape codec models an unpadded input_ids view
• merged_pr PR #7065: [Bugfix] Fix Higgs Audio v3 voice-clone token validation
• merged_pr PR #4982: [Feature][Moss-TTS] Reference Audio Preprocessing

Public SDK curation result

{
  "batch_id": "sha256:9eefcaf3bcc3b052ddcd8f3b6659a87a33f48e9a2fd61e93b878b58fcb8338f1",
  "success": true,
  "attempted": 1,
  "applied": 1,
  "accepted_indexes": [
    0
  ],
  "rejected_indexes": [],
  "updated_document_ids": [
    "knowledge/repos/vllm-omni/models/dots-tts/rules.md"
  ],
  "updated_on": "2026-09-05",
  "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 (291 个非空行，31845 bytes)\n提醒：文件接近拆分线：repos/vllm-omni/components/configuration/rules.md (174 个非空行，30362 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 (179 个非空行，22696 bytes)\n提醒：文件接近拆分线：repos/vllm-omni/components/diffusion/rules-checkpoint-loading.md (206 个非空行，25632 bytes)\n提醒：文件接近拆分线：repos/vllm-omni/components/diffusion/rules-output-lifecycle.md (142 个非空行，19794 bytes)\n提醒：文件接近拆分线：repos/vllm-omni/components/diffusion/rules-system-runtime.md (174 个非空行，23613 bytes)\n提醒：文件接近拆分线：repos/vllm-omni/components/diffusion/rules.md (191 个非空行，32005 bytes)\n提醒：目录有 21 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.md (193 个非空行，31389 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 (131 个非空行，24302 bytes)\n提醒：文件接近拆分线：repos/vllm-omni/models/minicpm-o-4-5/rules.md (266 个非空行，32732 bytes)\n提醒：文件接近拆分线：repos/vllm-omni/models/minimax-h3/rules-cache-task.md (190 个非空行，25247 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 (182 个非空行，31752 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，22 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 382 页）"
    }
  ],
  "rolled_back": false
}

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