diff --git a/.github/workflows/crowdin-bootstrap.yml b/.github/workflows/crowdin-bootstrap.yml
index bb7226cc..99e6895e 100644
--- a/.github/workflows/crowdin-bootstrap.yml
+++ b/.github/workflows/crowdin-bootstrap.yml
@@ -36,7 +36,6 @@ jobs:
       - uses: actions/checkout@v4
         with:
           ref: ${{ inputs.base_branch }}
-          submodules: recursive
 
       - name: Bootstrap committed target translations into Crowdin
         uses: crowdin/github-action@v2
diff --git a/.github/workflows/crowdin-sync.yml b/.github/workflows/crowdin-sync.yml
index c01321e5..126cfd9e 100644
--- a/.github/workflows/crowdin-sync.yml
+++ b/.github/workflows/crowdin-sync.yml
@@ -25,8 +25,6 @@ jobs:
 
     steps:
       - uses: actions/checkout@v4
-        with:
-          submodules: recursive
       - name: Sync translations with Crowdin
         uses: crowdin/github-action@v2
         with:
@@ -59,7 +57,6 @@ jobs:
       - uses: actions/checkout@v4
         with:
           ref: ${{ matrix.base_branch }}
-          submodules: recursive
       - name: Sync scheduled translations with Crowdin
         uses: crowdin/github-action@v2
         with:
diff --git a/.github/workflows/docker-image-dev.yml b/.github/workflows/docker-image-dev.yml
index da43d3a2..63fdafee 100644
--- a/.github/workflows/docker-image-dev.yml
+++ b/.github/workflows/docker-image-dev.yml
@@ -25,7 +25,6 @@ jobs:
         with:
           ref: dev
           fetch-depth: 0
-          submodules: recursive
 
       # Clone required dependencies
       # - name: Clone maim_message
@@ -34,17 +33,6 @@ jobs:
       - name: Clone lpmm
         run: git clone https://github.com/Mai-with-u/MaiMBot-LPMM.git MaiMBot-LPMM
 
-      - name: Verify A_Memorix submodule alignment
-        run: |
-          set -euo pipefail
-          git -C plugins/A_memorix fetch origin MaiBot_branch --depth=1
-          LOCAL_SHA=$(git -C plugins/A_memorix rev-parse HEAD)
-          REMOTE_SHA=$(git -C plugins/A_memorix rev-parse FETCH_HEAD)
-          if [ "${LOCAL_SHA}" != "${REMOTE_SHA}" ]; then
-            echo "plugins/A_memorix is stale: local=${LOCAL_SHA}, remote=${REMOTE_SHA}" >&2
-            exit 1
-          fi
-
       - name: Set up Docker Buildx
         uses: docker/setup-buildx-action@v3
         with:
@@ -91,7 +79,6 @@ jobs:
         with:
           ref: dev
           fetch-depth: 0
-          submodules: recursive
 
       # Clone required dependencies
       # - name: Clone maim_message
@@ -100,17 +87,6 @@ jobs:
       - name: Clone lpmm
         run: git clone https://github.com/Mai-with-u/MaiMBot-LPMM.git MaiMBot-LPMM
 
-      - name: Verify A_Memorix submodule alignment
-        run: |
-          set -euo pipefail
-          git -C plugins/A_memorix fetch origin MaiBot_branch --depth=1
-          LOCAL_SHA=$(git -C plugins/A_memorix rev-parse HEAD)
-          REMOTE_SHA=$(git -C plugins/A_memorix rev-parse FETCH_HEAD)
-          if [ "${LOCAL_SHA}" != "${REMOTE_SHA}" ]; then
-            echo "plugins/A_memorix is stale: local=${LOCAL_SHA}, remote=${REMOTE_SHA}" >&2
-            exit 1
-          fi
-
       - name: Set up Docker Buildx
         uses: docker/setup-buildx-action@v3
         with:
diff --git a/.github/workflows/docker-image-main.yml b/.github/workflows/docker-image-main.yml
index d7c21bd5..3d9b14ab 100644
--- a/.github/workflows/docker-image-main.yml
+++ b/.github/workflows/docker-image-main.yml
@@ -29,7 +29,6 @@ jobs:
         uses: actions/checkout@v4
         with:
           fetch-depth: 0
-          submodules: recursive
 
       # Clone required dependencies
       # - name: Clone maim_message
@@ -38,17 +37,6 @@ jobs:
       - name: Clone lpmm
         run: git clone https://github.com/Mai-with-u/MaiMBot-LPMM.git MaiMBot-LPMM
 
-      - name: Verify A_Memorix submodule alignment
-        run: |
-          set -euo pipefail
-          git -C plugins/A_memorix fetch origin MaiBot_branch --depth=1
-          LOCAL_SHA=$(git -C plugins/A_memorix rev-parse HEAD)
-          REMOTE_SHA=$(git -C plugins/A_memorix rev-parse FETCH_HEAD)
-          if [ "${LOCAL_SHA}" != "${REMOTE_SHA}" ]; then
-            echo "plugins/A_memorix is stale: local=${LOCAL_SHA}, remote=${REMOTE_SHA}" >&2
-            exit 1
-          fi
-
       - name: Set up Docker Buildx
         uses: docker/setup-buildx-action@v3
         with:
@@ -94,7 +82,6 @@ jobs:
         uses: actions/checkout@v4
         with:
           fetch-depth: 0
-          submodules: recursive
 
       # Clone required dependencies
       # - name: Clone maim_message
@@ -103,17 +90,6 @@ jobs:
       - name: Clone lpmm
         run: git clone https://github.com/Mai-with-u/MaiMBot-LPMM.git MaiMBot-LPMM
 
-      - name: Verify A_Memorix submodule alignment
-        run: |
-          set -euo pipefail
-          git -C plugins/A_memorix fetch origin MaiBot_branch --depth=1
-          LOCAL_SHA=$(git -C plugins/A_memorix rev-parse HEAD)
-          REMOTE_SHA=$(git -C plugins/A_memorix rev-parse FETCH_HEAD)
-          if [ "${LOCAL_SHA}" != "${REMOTE_SHA}" ]; then
-            echo "plugins/A_memorix is stale: local=${LOCAL_SHA}, remote=${REMOTE_SHA}" >&2
-            exit 1
-          fi
-
       - name: Set up Docker Buildx
         uses: docker/setup-buildx-action@v3
         with:
diff --git a/.github/workflows/i18n-validate.yml b/.github/workflows/i18n-validate.yml
index b737eb2f..577d7808 100644
--- a/.github/workflows/i18n-validate.yml
+++ b/.github/workflows/i18n-validate.yml
@@ -31,8 +31,6 @@ jobs:
 
     steps:
       - uses: actions/checkout@v4
-        with:
-          submodules: recursive
       - uses: actions/setup-python@v5
         with:
           python-version: "3.12"
diff --git a/.github/workflows/precheck.yml b/.github/workflows/precheck.yml
index ba5c4647..bf6f9529 100644
--- a/.github/workflows/precheck.yml
+++ b/.github/workflows/precheck.yml
@@ -7,63 +7,6 @@ permissions:
   issues: write
 
 jobs:
-  submodule-alignment-check:
-    runs-on: ubuntu-24.04
-    steps:
-      - uses: actions/checkout@v4
-        with:
-          fetch-depth: 0
-          ref: ${{ github.event.pull_request.head.sha }}
-          submodules: recursive
-      - name: Validate A_Memorix submodule strict alignment
-        env:
-          SUBMODULE_PATH: plugins/A_memorix
-          SUBMODULE_URL: https://github.com/A-Dawn/A_memorix.git
-          SUBMODULE_BRANCH: MaiBot_branch
-        run: |
-          set -euo pipefail
-
-          if [ ! -f .gitmodules ]; then
-            echo "::error::.gitmodules is missing."
-            exit 1
-          fi
-
-          actual_path=$(git config -f .gitmodules --get submodule.plugins/A_memorix.path || true)
-          actual_url=$(git config -f .gitmodules --get submodule.plugins/A_memorix.url || true)
-          actual_branch=$(git config -f .gitmodules --get submodule.plugins/A_memorix.branch || true)
-
-          if [ "${actual_path}" != "${SUBMODULE_PATH}" ]; then
-            echo "::error::submodule path mismatch: expected ${SUBMODULE_PATH}, got ${actual_path:-<empty>}"
-            exit 1
-          fi
-
-          if [ "${actual_url}" != "${SUBMODULE_URL}" ]; then
-            echo "::error::submodule url mismatch: expected ${SUBMODULE_URL}, got ${actual_url:-<empty>}"
-            exit 1
-          fi
-
-          if [ "${actual_branch}" != "${SUBMODULE_BRANCH}" ]; then
-            echo "::error::submodule branch mismatch: expected ${SUBMODULE_BRANCH}, got ${actual_branch:-<empty>}"
-            exit 1
-          fi
-
-          if [ ! -f "${SUBMODULE_PATH}/_manifest.json" ]; then
-            echo "::error::${SUBMODULE_PATH}/_manifest.json is missing. Run: git submodule update --init --recursive"
-            exit 1
-          fi
-
-          git -C "${SUBMODULE_PATH}" remote set-url origin "${SUBMODULE_URL}"
-          git -C "${SUBMODULE_PATH}" fetch origin "${SUBMODULE_BRANCH}" --depth=1
-
-          local_sha=$(git -C "${SUBMODULE_PATH}" rev-parse HEAD)
-          remote_sha=$(git -C "${SUBMODULE_PATH}" rev-parse FETCH_HEAD)
-
-          if [ "${local_sha}" != "${remote_sha}" ]; then
-            echo "::error::submodule ${SUBMODULE_PATH} must match origin/${SUBMODULE_BRANCH} HEAD."
-            echo "local=${local_sha} remote=${remote_sha}"
-            echo "Please run: git submodule update --remote --recursive ${SUBMODULE_PATH} && git add ${SUBMODULE_PATH} && git commit"
-            exit 1
-          fi
   conflict-check:
     runs-on: ubuntu-24.04
     outputs:
@@ -73,7 +16,6 @@ jobs:
         with:
           fetch-depth: 0
           ref: ${{ github.event.pull_request.head.sha }}
-          submodules: recursive
       - name: Check Conflicts
         id: check-conflicts
         env:
diff --git a/.github/workflows/publish-webui-dist.yml b/.github/workflows/publish-webui-dist.yml
index 38526297..57424fb3 100644
--- a/.github/workflows/publish-webui-dist.yml
+++ b/.github/workflows/publish-webui-dist.yml
@@ -19,8 +19,6 @@ jobs:
     environment: webui
     steps:
       - uses: actions/checkout@v4
-        with:
-          submodules: recursive
 
       - name: Setup Bun
         uses: oven-sh/setup-bun@v2
diff --git a/.github/workflows/ruff-pr.yml b/.github/workflows/ruff-pr.yml
index 06d1fc59..1176eb0c 100644
--- a/.github/workflows/ruff-pr.yml
+++ b/.github/workflows/ruff-pr.yml
@@ -17,7 +17,6 @@ jobs:
       - uses: actions/checkout@v4
         with:
           fetch-depth: 0
-          submodules: recursive
       - name: Install Ruff and Run Checks
         uses: astral-sh/ruff-action@v3
         with:
diff --git a/.github/workflows/ruff.yml b/.github/workflows/ruff.yml
index 742c410d..22401da3 100644
--- a/.github/workflows/ruff.yml
+++ b/.github/workflows/ruff.yml
@@ -23,7 +23,6 @@ jobs:
         with:
           fetch-depth: 0
           ref: ${{ github.head_ref || github.ref_name }}
-          submodules: recursive
       - name: Install Ruff and Run Checks
         uses: astral-sh/ruff-action@v3
         with: