diff --git a/.github/workflows/pr-test-amd-rocm720.yml b/.github/workflows/pr-test-amd-rocm720.yml
index 710bd6834..17235e143 100644
--- a/.github/workflows/pr-test-amd-rocm720.yml
+++ b/.github/workflows/pr-test-amd-rocm720.yml
@@ -146,18 +146,22 @@ jobs:
               - "scripts/ci/utils/*"
               - "test/**"
               - ".github/workflows/pr-test-amd-rocm720.yml"
+              - "!**/*.md"
             sgl_kernel:
               - "sgl-kernel/**"
               - ".github/workflows/pr-test-amd-rocm720.yml"
+              - "!**/*.md"
             jit_kernel:
               - "python/sglang/jit_kernel/**"
               - ".github/workflows/pr-test-amd-rocm720.yml"
+              - "!**/*.md"
             multimodal_gen:
               - "python/sglang/multimodal_gen/**"
               - "python/sglang/cli/**"
               - "python/sglang/jit_kernel/diffusion/**"
               - "python/pyproject_rocm.toml"
               - "python/pyproject_other.toml"
+              - "!**/*.md"
 
   # =============================================== sgl-kernel ====================================================
   sgl-kernel-unit-test-amd:
diff --git a/.github/workflows/pr-test-amd.yml b/.github/workflows/pr-test-amd.yml
index 98a47f05b..c9eedaf3a 100644
--- a/.github/workflows/pr-test-amd.yml
+++ b/.github/workflows/pr-test-amd.yml
@@ -144,18 +144,22 @@ jobs:
               - "scripts/ci/utils/*"
               - "test/**"
               - ".github/workflows/pr-test-amd.yml"
+              - "!**/*.md"
             sgl_kernel:
               - "sgl-kernel/**"
               - ".github/workflows/pr-test-amd.yml"
+              - "!**/*.md"
             jit_kernel:
               - "python/sglang/jit_kernel/**"
               - ".github/workflows/pr-test-amd.yml"
+              - "!**/*.md"
             multimodal_gen:
               - "python/sglang/multimodal_gen/**"
               - "python/sglang/cli/**"
               - "python/sglang/jit_kernel/diffusion/**"
               - "python/pyproject_rocm.toml"
               - "python/pyproject_other.toml"
+              - "!**/*.md"
 
   # =============================================== sgl-kernel ====================================================
   sgl-kernel-unit-test-amd:
diff --git a/.github/workflows/pr-test-npu.yml b/.github/workflows/pr-test-npu.yml
index f3d99fdda..53b04185c 100644
--- a/.github/workflows/pr-test-npu.yml
+++ b/.github/workflows/pr-test-npu.yml
@@ -62,12 +62,14 @@ jobs:
               - "scripts/ci/npu/npu_ci_install_dependency.sh"
               - "test/srt/ascend/**"
               - ".github/workflows/pr-test-npu.yml"
+              - "!**/*.md"
             multimodal_gen:
               - "python/sglang/multimodal_gen/**"
               - "python/sglang/srt/**"
               - "python/pyproject_npu.toml"
               - "scripts/ci/npu/npu_ci_install_dependency.sh"
               - ".github/workflows/pr-test-npu.yml"
+              - "!**/*.md"
 
   # ==================== PR Gate ==================== #
   pr-gate:
diff --git a/.github/workflows/pr-test-xeon.yml b/.github/workflows/pr-test-xeon.yml
index 021a13085..094a35bd0 100644
--- a/.github/workflows/pr-test-xeon.yml
+++ b/.github/workflows/pr-test-xeon.yml
@@ -61,6 +61,7 @@ jobs:
               - "sgl-kernel/**"
               - ".github/workflows/pr-test-xeon.yml"
               - "docker/xeon.Dockerfile"
+              - "!**/*.md"
 
   # ==================== PR Gate ==================== #
   pr-gate:
diff --git a/.github/workflows/pr-test-xpu.yml b/.github/workflows/pr-test-xpu.yml
index e1a4a5766..0858b69c9 100644
--- a/.github/workflows/pr-test-xpu.yml
+++ b/.github/workflows/pr-test-xpu.yml
@@ -60,6 +60,7 @@ jobs:
               - "sgl-kernel/**"
               - ".github/workflows/pr-test-xpu.yml"
               - "docker/xpu.Dockerfile"
+              - "!**/*.md"
 
   # ==================== PR Gate ==================== #
   pr-gate:
diff --git a/.github/workflows/pr-test.yml b/.github/workflows/pr-test.yml
index 30447c4f5..64a71484e 100644
--- a/.github/workflows/pr-test.yml
+++ b/.github/workflows/pr-test.yml
@@ -123,6 +123,7 @@ jobs:
               - "scripts/ci/cuda/*"
               - "scripts/ci/utils/*"
               - "test/**"
+              - "!**/*.md"
             multimodal_gen:
               - ".github/workflows/pr-test.yml"
               - ".github/workflows/pr-test-multimodal-gen.yml"
@@ -130,14 +131,17 @@ jobs:
               - "python/sglang/multimodal_gen/**/*.!(md|ipynb)"
               - "python/sglang/jit_kernel/**"
               - "python/sglang/cli/**"
+              - "!**/*.md"
             jit_kernel:
               - ".github/workflows/pr-test.yml"
               - ".github/workflows/pr-test-jit-kernel.yml"
               - "python/pyproject.toml"
               - "python/sglang/jit_kernel/**"
+              - "!**/*.md"
             sgl_kernel:
               - ".github/workflows/pr-test-sgl-kernel.yml"
               - "sgl-kernel/**"
+              - "!**/*.md"
 
       # For /rerun-stage (workflow_dispatch with target_stage), dorny/paths-filter doesn't work
       # correctly because it falls back to "last commit" detection which breaks for merge commits.