diff --git a/.github/workflows/pr-test-amd-rocm720.yml b/.github/workflows/pr-test-amd-rocm720.yml
index 984275810..24fb80ed3 100644
--- a/.github/workflows/pr-test-amd-rocm720.yml
+++ b/.github/workflows/pr-test-amd-rocm720.yml
@@ -139,21 +139,21 @@ jobs:
         with:
           filters: |
             main_package:
-              - "python/sglang/!(multimodal_gen)/**"
+              - "python/sglang/!(multimodal_gen)/**/!(*.md)"
               - "python/pyproject_rocm.toml"
               - "python/pyproject_other.toml"
               - "scripts/ci/amd/*"
               - "scripts/ci/utils/*"
-              - "test/**"
+              - "test/**/!(*.md)"
               - ".github/workflows/pr-test-amd-rocm720.yml"
             sgl_kernel:
-              - "sgl-kernel/**"
+              - "sgl-kernel/**/*.!(md|txt)"
               - ".github/workflows/pr-test-amd-rocm720.yml"
             jit_kernel:
               - "python/sglang/jit_kernel/**"
               - ".github/workflows/pr-test-amd-rocm720.yml"
             multimodal_gen:
-              - "python/sglang/multimodal_gen/**"
+              - "python/sglang/multimodal_gen/**/*.!(md|ipynb)"
               - "python/sglang/cli/**"
               - "python/sglang/jit_kernel/diffusion/**"
               - "python/sglang/jit_kernel/tests/diffusion/**"
diff --git a/.github/workflows/pr-test-amd.yml b/.github/workflows/pr-test-amd.yml
index eba5078d1..2afa3cd37 100644
--- a/.github/workflows/pr-test-amd.yml
+++ b/.github/workflows/pr-test-amd.yml
@@ -137,21 +137,21 @@ jobs:
         with:
           filters: |
             main_package:
-              - "python/sglang/!(multimodal_gen)/**"
+              - "python/sglang/!(multimodal_gen)/**/!(*.md)"
               - "python/pyproject_rocm.toml"
               - "python/pyproject_other.toml"
               - "scripts/ci/amd/*"
               - "scripts/ci/utils/*"
-              - "test/**"
+              - "test/**/!(*.md)"
               - ".github/workflows/pr-test-amd.yml"
             sgl_kernel:
-              - "sgl-kernel/**"
+              - "sgl-kernel/**/*.!(md|txt)"
               - ".github/workflows/pr-test-amd.yml"
             jit_kernel:
               - "python/sglang/jit_kernel/**"
               - ".github/workflows/pr-test-amd.yml"
             multimodal_gen:
-              - "python/sglang/multimodal_gen/**"
+              - "python/sglang/multimodal_gen/**/*.!(md|ipynb)"
               - "python/sglang/cli/**"
               - "python/sglang/jit_kernel/diffusion/**"
               - "python/sglang/jit_kernel/tests/diffusion/**"
diff --git a/.github/workflows/pr-test-npu.yml b/.github/workflows/pr-test-npu.yml
index 38b49f234..0e79060c0 100644
--- a/.github/workflows/pr-test-npu.yml
+++ b/.github/workflows/pr-test-npu.yml
@@ -57,13 +57,13 @@ jobs:
         with:
           filters: |
             main_package:
-              - "python/sglang/!(multimodal_gen)/**"
+              - "python/sglang/!(multimodal_gen)/**/!(*.md)"
               - "python/pyproject_npu.toml"
               - "scripts/ci/npu/npu_ci_install_dependency.sh"
               - "test/srt/ascend/**"
               - ".github/workflows/pr-test-npu.yml"
             multimodal_gen:
-              - "python/sglang/multimodal_gen/**"
+              - "python/sglang/multimodal_gen/**/*.!(md|ipynb)"
               - "python/sglang/srt/**"
               - "python/pyproject_npu.toml"
               - "scripts/ci/npu/npu_ci_install_dependency.sh"
diff --git a/.github/workflows/pr-test-xeon.yml b/.github/workflows/pr-test-xeon.yml
index 021a13085..109c0d4b0 100644
--- a/.github/workflows/pr-test-xeon.yml
+++ b/.github/workflows/pr-test-xeon.yml
@@ -55,10 +55,10 @@ jobs:
         with:
           filters: |
             main_package:
-              - "python/sglang/!(multimodal_gen)/**"
+              - "python/sglang/!(multimodal_gen)/**/!(*.md)"
               - "python/pyproject_cpu.toml"
-              - "test/**"
-              - "sgl-kernel/**"
+              - "test/**/!(*.md)"
+              - "sgl-kernel/**/*.!(md|txt)"
               - ".github/workflows/pr-test-xeon.yml"
               - "docker/xeon.Dockerfile"
 
diff --git a/.github/workflows/pr-test-xpu.yml b/.github/workflows/pr-test-xpu.yml
index e1a4a5766..abf9760fd 100644
--- a/.github/workflows/pr-test-xpu.yml
+++ b/.github/workflows/pr-test-xpu.yml
@@ -54,10 +54,10 @@ jobs:
         with:
           filters: |
             main_package:
-              - "python/sglang/!(multimodal_gen)/**"
+              - "python/sglang/!(multimodal_gen)/**/!(*.md)"
               - "python/pyproject_xpu.toml"
-              - "test/**"
-              - "sgl-kernel/**"
+              - "test/**/!(*.md)"
+              - "sgl-kernel/**/*.!(md|txt)"
               - ".github/workflows/pr-test-xpu.yml"
               - "docker/xpu.Dockerfile"
 
diff --git a/.github/workflows/pr-test.yml b/.github/workflows/pr-test.yml
index 30808b01c..8fdb63519 100644
--- a/.github/workflows/pr-test.yml
+++ b/.github/workflows/pr-test.yml
@@ -125,10 +125,10 @@ jobs:
               - ".github/workflows/pr-gate.yml"
               - ".github/actions/**"
               - "python/pyproject.toml"
-              - "python/sglang/!(multimodal_gen)/**"
+              - "python/sglang/!(multimodal_gen)/**/!(*.md)"
               - "scripts/ci/cuda/*"
               - "scripts/ci/utils/*"
-              - "test/**"
+              - "test/**/!(*.md)"
             multimodal_gen:
               - ".github/workflows/pr-test.yml"
               - ".github/workflows/pr-test-multimodal-gen.yml"
@@ -145,7 +145,7 @@ jobs:
               - "python/sglang/jit_kernel/**"
             sgl_kernel:
               - ".github/workflows/pr-test-sgl-kernel.yml"
-              - "sgl-kernel/**"
+              - "sgl-kernel/**/*.!(md|txt)"
 
       # 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.