diff --git a/docs/contributing/profiling.md b/docs/contributing/profiling.md
index 952b602aa..4e61d2531 100644
--- a/docs/contributing/profiling.md
+++ b/docs/contributing/profiling.md
@@ -22,7 +22,7 @@ profiler_config:
 Supported fields:
 
 | Field | Description |
-|---|---|
+| --- | --- |
 | `profiler` | Profiler backend. Supported values: `torch`, `cuda`. Use `torch` for `trace.json`, Excel operator tables, and optional memory snapshots. Use `cuda` for Nsight Systems only. |
 | `torch_profiler_dir` | Output directory for torch-profiler artifacts. Required when `profiler: torch`. |
 | `torch_profiler_use_gzip` | Compress `trace_rank*.json` into `trace_rank*.json.gz`. |
@@ -360,7 +360,7 @@ If unset, the monitor writes `./vllm_omni_orch_monitor_<MMDDHHMM>.json` at shutd
 Each 1-second window records:
 
 | Series | Description |
-|---|---|
+| --- | --- |
 | `windows.duration_s` | Wall time covered by the window |
 | `windows.loop_idle` / `windows.loop_active` | Orchestrator poll-loop iterations with no work vs. active forwarding |
 | `windows.dispatch_queue_size` | Ready-queue size sampled at each monitor window boundary |
@@ -388,7 +388,7 @@ before the window closes, hiding a transient ready-queue backlog in the latter.
 This monitor is intentionally separate from the existing profiling tools:
 
 | Tool | Scope | Output |
-|---|---|---|
+| --- | --- | --- |
 | `--enable-diffusion-pipeline-profiler` | Diffusion stage functions (`vae.decode`, `diffuse`, …) | Per-request `stage_durations` / logs |
 | `--enable-ar-profiler` | AR stage generation time | Per-request `stage_durations` |
 | `profiler_config` (`torch` / `cuda`) | GPU/CPU kernels inside a stage worker | `trace.json`, Nsight, operator tables |
diff --git a/tests/engine/test_orchestrator_event_driven.py b/tests/engine/test_orchestrator_event_driven.py
index abfa05933..109721446 100644
--- a/tests/engine/test_orchestrator_event_driven.py
+++ b/tests/engine/test_orchestrator_event_driven.py
@@ -1,5 +1,5 @@
 # SPDX-License-Identifier: Apache-2.0
-# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
+# SPDX-FileCopyrightText: Copyright contributors to the vLLM-Omni project
 """Event-driven orchestration loop (``VLLM_OMNI_EVENT_DRIVEN_ORCH=1``) tests.
 
 Parity suite: re-runs the legacy orchestration scenarios from
diff --git a/tests/engine/test_orchestrator_monitor.py b/tests/engine/test_orchestrator_monitor.py
index 1961f0ddf..615bb0e89 100644
--- a/tests/engine/test_orchestrator_monitor.py
+++ b/tests/engine/test_orchestrator_monitor.py
@@ -1,3 +1,6 @@
+# SPDX-License-Identifier: Apache-2.0
+# SPDX-FileCopyrightText: Copyright contributors to the vLLM-Omni project
+
 import json
 import time
 
diff --git a/tests/worker/test_worker_base.py b/tests/worker/test_worker_base.py
index 4570e6eda..a2779f937 100644
--- a/tests/worker/test_worker_base.py
+++ b/tests/worker/test_worker_base.py
@@ -1,5 +1,5 @@
 # SPDX-License-Identifier: Apache-2.0
-# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
+# SPDX-FileCopyrightText: Copyright contributors to the vLLM-Omni project
 """Characterization tests for ``vllm_omni.worker.base.OmniGPUWorkerBase``.
 
 Pins the CURRENT behaviour of ``determine_available_memory`` (device-level
diff --git a/vllm_omni/engine/orchestrator_monitor.py b/vllm_omni/engine/orchestrator_monitor.py
index 132e55190..e18287762 100644
--- a/vllm_omni/engine/orchestrator_monitor.py
+++ b/vllm_omni/engine/orchestrator_monitor.py
@@ -1,3 +1,6 @@
+# SPDX-License-Identifier: Apache-2.0
+# SPDX-FileCopyrightText: Copyright contributors to the vLLM-Omni project
+
 """Optional orchestrator window monitor (diagnostic only).
 
 Enable with:
diff --git a/vllm_omni/worker/base.py b/vllm_omni/worker/base.py
index 01a08bd72..312d8c828 100644
--- a/vllm_omni/worker/base.py
+++ b/vllm_omni/worker/base.py
@@ -1,3 +1,6 @@
+# SPDX-License-Identifier: Apache-2.0
+# SPDX-FileCopyrightText: Copyright contributors to the vLLM-Omni project
+
 """Base worker class for vLLM-Omni with device-level GPU memory profiling."""
 
 from __future__ import annotations