diff --git a/.github/workflows/ddk-lkm.yml b/.github/workflows/ddk-lkm.yml
index 51db41ba..78653fa8 100644
--- a/.github/workflows/ddk-lkm.yml
+++ b/.github/workflows/ddk-lkm.yml
@@ -25,48 +25,16 @@ jobs:
     - name: Checkout source code
       uses: actions/checkout@v4
 
-    - name: Get version info from GitHub API
-      id: version
-      run: |
-        REPO_OWNER="SukiSU-Ultra"
-        REPO_NAME="SukiSU-Ultra"
-        REPO_BRANCH="${GITHUB_HEAD_REF:-${GITHUB_REF_NAME}}"
-        KSU_VERSION_API="3.2.0"
-
-        GITHUB_VERSION=$(curl -s "https://api.github.com/repos/$REPO_OWNER/$REPO_NAME/releases/latest" | grep '"tag_name":' | sed -E 's/.*"v([^"]+)".*/\1/')
-        GITHUB_COMMIT_COUNT=$(curl -sI "https://api.github.com/repos/$REPO_OWNER/$REPO_NAME/commits?sha=$REPO_BRANCH&per_page=1" | grep -i '^link:' | sed -n 's/.*page=\([0-9]*\)>; rel="last".*/\1/p')
-
-        KSU_VERSION=$((10000 + GITHUB_COMMIT_COUNT + 700))
-
-        FAKE_HASH=$(curl -s "https://api.github.com/repos/$REPO_OWNER/$REPO_NAME/commits/$REPO_BRANCH" | grep '"sha":' | head -n 1 | sed -E 's/.*"([^"]+)".*/\1/' | cut -c1-8)
-
-        KSU_VERSION_FULL="v${GITHUB_VERSION:-$KSU_VERSION_API}-${FAKE_HASH}@$REPO_BRANCH"
-
-        echo "KSU_VERSION=$KSU_VERSION" >> $GITHUB_ENV
-        echo "KSU_VERSION_FULL=$KSU_VERSION_FULL" >> $GITHUB_ENV
-
-        echo "Branch: $REPO_BRANCH"
-        echo "Version: $KSU_VERSION"
-        echo "Full Version: $KSU_VERSION_FULL"
-
     - name: Build kernelsu.ko
-      env:
-        CI_KSU_VERSION: ${{ env.KSU_VERSION }}
-        CI_KSU_VERSION_FULL: ${{ env.KSU_VERSION_FULL }}
       run: |
         git config --global --add safe.directory /__w/SukiSU-Ultra/SukiSU-Ultra
-
         cd kernel
-
         echo "=== Building kernelsu.ko for KMI: ${{ inputs.kmi }} ==="
-
-        CONFIG_KSU=m CONFIG_KPROBES=y CONFIG_KSU_KPROBES_HOOK=y CONFIG_KSU_MANUAL_SU=y make
+        CONFIG_KSU=m CONFIG_KSU_KPROBES_HOOK=y make
         
         echo "=== Build completed ==="
-
         # Create output directory in GitHub workspace
         mkdir -p /github/workspace/out
-
         # Copy with KMI-specific naming
         OUTPUT_NAME="${{ inputs.kmi }}_kernelsu.ko"
         cp kernelsu.ko "/github/workspace/out/$OUTPUT_NAME"
@@ -76,9 +44,8 @@ jobs:
         echo "Size: $(du -h "/github/workspace/out/$OUTPUT_NAME" | cut -f1)"
         llvm-strip -d "/github/workspace/out/$OUTPUT_NAME"
         echo "Size after stripping: $(du -h "/github/workspace/out/$OUTPUT_NAME" | cut -f1)"
-
     - name: Upload kernelsu.ko artifact
       uses: actions/upload-artifact@v4
       with:
         name: ${{ inputs.kmi }}-lkm
-        path: /github/workspace/out/${{ inputs.kmi }}_kernelsu.ko
+        path: /github/workspace/out/${{ inputs.kmi }}_kernelsu.ko
\ No newline at end of file
diff --git a/.github/workflows/gki-kernel.yml b/.github/workflows/gki-kernel.yml
index 7061c4ae..8a89393b 100644
--- a/.github/workflows/gki-kernel.yml
+++ b/.github/workflows/gki-kernel.yml
@@ -211,9 +211,6 @@ jobs:
 
       - name: Build Kernel/LKM
         working-directory: android-kernel
-        env:
-          CI_KSU_VERSION: ${{ env.KSU_VERSION }}
-          CI_KSU_VERSION_FULL: ${{ env.KSU_VERSION_FULL }}
         run: |
           if [ ! -z ${{ vars.EXPECTED_SIZE }} ] && [ ! -z ${{ vars.EXPECTED_HASH }} ]; then
             export KSU_EXPECTED_SIZE=${{ vars.EXPECTED_SIZE }}
diff --git a/kernel/.vscode/c_cpp_properties.json b/kernel/.vscode/c_cpp_properties.json
deleted file mode 100644
index f6613702..00000000
--- a/kernel/.vscode/c_cpp_properties.json
+++ /dev/null
@@ -1,11 +0,0 @@
-{
-    "configurations": [
-        {
-            "name": "Linux",
-            "cStandard": "c11",
-            "intelliSenseMode": "gcc-arm64",
-            "compileCommands": "${workspaceFolder}/compile_commands.json"
-        }
-    ],
-    "version": 4
-}
\ No newline at end of file
diff --git a/kernel/.vscode/generate_compdb.py b/kernel/.vscode/generate_compdb.py
deleted file mode 100644
index 88669138..00000000
--- a/kernel/.vscode/generate_compdb.py
+++ /dev/null
@@ -1,92 +0,0 @@
-#!/usr/bin/env python3
-
-from __future__ import print_function, division
-
-import argparse
-import fnmatch
-import functools
-import json
-import math
-import multiprocessing
-import os
-import re
-import sys
-
-
-CMD_VAR_RE = re.compile(r'^\s*(?:saved)?cmd_(\S+)\s*:=\s*(.+)\s*$', re.MULTILINE)
-SOURCE_VAR_RE = re.compile(r'^\s*source_(\S+)\s*:=\s*(.+)\s*$', re.MULTILINE)
-
-
-def print_progress_bar(progress):
-    progress_bar = '[' + '|' * int(50 * progress) + '-' * int(50 * (1.0 - progress)) + ']'
-    print('\r', progress_bar, "{0:.1%}".format(progress), end='\r', file=sys.stderr)
-
-
-def parse_cmd_file(out_dir, cmdfile_path):
-    with open(cmdfile_path, 'r') as cmdfile:
-        cmdfile_content = cmdfile.read()
-
-    commands = { match.group(1): match.group(2) for match in CMD_VAR_RE.finditer(cmdfile_content) }
-    sources = { match.group(1): match.group(2) for match in SOURCE_VAR_RE.finditer(cmdfile_content) }
-
-    return [{
-            'directory': out_dir,
-            'command': commands[o_file_name],
-            'file': source,
-            'output': o_file_name
-        } for o_file_name, source in sources.items()]
-
-
-def gen_compile_commands(cmd_file_search_path, out_dir):
-    print("Building *.o.cmd file list...", file=sys.stderr)
-
-    out_dir = os.path.abspath(out_dir)
-
-    if not cmd_file_search_path:
-        cmd_file_search_path = [out_dir]
-
-    cmd_files = []
-    for search_path in cmd_file_search_path:
-        if (os.path.isdir(search_path)):
-            for cur_dir, subdir, files in os.walk(search_path):
-                cmd_files.extend(os.path.join(cur_dir, cmdfile_name) for cmdfile_name in fnmatch.filter(files, '*.o.cmd'))
-        else:
-            cmd_files.extend(search_path)
-
-    if not cmd_files:
-        print("No *.o.cmd files found in", ", ".join(cmd_file_search_path), file=sys.stderr)
-        return
-
-    print("Parsing *.o.cmd files...", file=sys.stderr)
-
-    n_processed = 0
-    print_progress_bar(0)
-
-    compdb = []
-    pool = multiprocessing.Pool()
-    try:
-        for compdb_chunk in pool.imap_unordered(functools.partial(parse_cmd_file, out_dir), cmd_files, chunksize=int(math.sqrt(len(cmd_files)))):
-            compdb.extend(compdb_chunk)
-            n_processed += 1
-            print_progress_bar(n_processed / len(cmd_files))
-
-    finally:
-        pool.terminate()
-        pool.join()
-
-    print(file=sys.stderr)
-    print("Writing compile_commands.json...", file=sys.stderr)
-
-    with open('compile_commands.json', 'w') as compdb_file:
-        json.dump(compdb, compdb_file, indent=1)
-
-
-def main():
-    cmd_parser = argparse.ArgumentParser()
-    cmd_parser.add_argument('-O', '--out-dir', type=str, default=os.getcwd(), help="Build output directory")
-    cmd_parser.add_argument('cmd_file_search_path', nargs='*', help="*.cmd file search path")
-    gen_compile_commands(**vars(cmd_parser.parse_args()))
-
-
-if __name__ == '__main__':
-    main()
diff --git a/kernel/.vscode/settings.json b/kernel/.vscode/settings.json
deleted file mode 100644
index 6f8776a1..00000000
--- a/kernel/.vscode/settings.json
+++ /dev/null
@@ -1,35 +0,0 @@
-{
-    "files.exclude": {
-        "**/*.o.cmd": true,
-        "**/*.ko.cmd": true,
-        "**/*.mod.cmd": true,
-        "**/*.cmd": true,
-        "**/*.order": true,
-        "**/*.symvers": true,
-        "**/*.o": true,
-        "**/*.mod": true,
-        "**/android-wuwa.mod.c": true,
-        "**/android-wuwa.lds": true,
-        "**/.*.*.cmd": true,
-        "**/.*.d": true,
-        "**/.*.S": true
-    },
-    "[c]": {
-        "editor.detectIndentation": false,
-        "editor.tabSize": 4,
-        "editor.insertSpaces": true,
-        "editor.rulers": [80,100]
-    },
-    "files.associations": {
-        "*.h": "c",
-        "ratio": "c",
-        "array": "c",
-        "string_view": "c",
-        "initializer_list": "c",
-        "random": "cpp"
-    },
-    "editor.indentSize": 4,
-    "editor.insertSpaces": true,
-    "editor.detectIndentation": false,
-    "clangd.path": "/opt/ddk/clang/clang-r450784e/bin/clangd"
-}
diff --git a/kernel/.vscode/tasks.json b/kernel/.vscode/tasks.json
deleted file mode 100644
index 4ed9adba..00000000
--- a/kernel/.vscode/tasks.json
+++ /dev/null
@@ -1,16 +0,0 @@
-{
-    // See https://go.microsoft.com/fwlink/?LinkId=733558
-    // for the documentation about the tasks.json format
-    "version": "2.0.0",
-    "tasks": [
-        {
-            "label": "Generate compile_commands.json",
-            "type": "process",
-            "command": "python",
-            "args": [
-                "${workspaceRoot}/.vscode/generate_compdb.py"
-            ],
-            "problemMatcher": []
-        }
-    ]
-}
\ No newline at end of file
diff --git a/kernel/Makefile b/kernel/Makefile
index 0844d9f6..6fb78dc7 100644
--- a/kernel/Makefile
+++ b/kernel/Makefile
@@ -36,12 +36,6 @@ ifeq ($(CONFIG_KSU),m)
 ccflags-y += -DKSU_MODULE
 endif
 
-KDIR := $(KDIR)
-MDIR := $(realpath $(dir $(abspath $(lastword $(MAKEFILE_LIST)))))
-
-$(info -- KDIR: $(KDIR))
-$(info -- MDIR: $(MDIR))
-
 
 REPO_OWNER := SukiSU-Ultra
 REPO_NAME := SukiSU-Ultra
@@ -51,22 +45,25 @@ KSU_VERSION_API := 3.2.0
 GIT_BIN := /usr/bin/env PATH="$$PATH":/usr/bin:/usr/local/bin git
 CURL_BIN := /usr/bin/env PATH="$$PATH":/usr/bin:/usr/local/bin curl
 
+KDIR := $(KDIR)
+MDIR := $(realpath $(dir $(abspath $(lastword $(MAKEFILE_LIST)))))
+
+$(info -- KDIR: $(KDIR))
+$(info -- MDIR: $(MDIR))
+
 KSU_GITHUB_VERSION := $(shell $(CURL_BIN) -s "https://api.github.com/repos/$(REPO_OWNER)/$(REPO_NAME)/releases/latest" | grep '"tag_name":' | sed -E 's/.*"v([^"]+)".*/\1/')
 KSU_GITHUB_VERSION_COMMIT := $(shell $(CURL_BIN) -sI "https://api.github.com/repos/$(REPO_OWNER)/$(REPO_NAME)/commits?sha=$(REPO_BRANCH)&per_page=1" | grep -i "link:" | sed -n 's/.*page=\([0-9]*\)>; rel="last".*/\1/p')
 
-ifdef CI_KSU_VERSION
-  KSU_VERSION := $(CI_KSU_VERSION)
-  KSU_VERSION_FULL := $(CI_KSU_VERSION_FULL)
-  $(info -- $(REPO_NAME) version (CI override): $(KSU_VERSION))
-  $(info -- $(REPO_NAME) full version (CI override): $(KSU_VERSION_FULL))
-else
-
 ifeq ($(findstring $(srctree),$(src)),$(srctree))
   KSU_SRC := $(src)
 else
   KSU_SRC := $(srctree)/$(src)
 endif
 
+ifneq ($(shell test -e $(KSU_SRC)/../.git && echo "in-tree"),in-tree)
+  KSU_SRC := $(MDIR)
+endif
+
 LOCAL_GIT_EXISTS := $(shell test -e $(KSU_SRC)/../.git && echo 1 || echo 0)
 
 define get_ksu_version_full
@@ -103,7 +100,6 @@ else
   KSU_VERSION_FULL := $(call get_ksu_version_full,$(KSU_GITHUB_VERSION))
   $(info -- $(REPO_NAME) version (Github): $(KSU_VERSION_FULL))
 endif
-endif
 
 ccflags-y += -DKSU_VERSION=$(KSU_VERSION)
 ccflags-y += -DKSU_VERSION_FULL=\"$(KSU_VERSION_FULL)\"
@@ -135,19 +131,15 @@ $(info -- SukiSU: CONFIG_KSU_MANUAL_HOOK)
 endif
 
 KERNEL_VERSION := $(VERSION).$(PATCHLEVEL)
-VERSION := $(or $(VERSION),0)
-PATCHLEVEL := $(or $(PATCHLEVEL),0)
-
-# Check for GKI 2.0 (5.10+ or 6.x+)
-ifeq ($(shell \
-  [ "$(VERSION)" -gt 5 ] || { [ "$(VERSION)" -eq 5 ] && [ "$(PATCHLEVEL)" -ge 10 ]; } || \
-  [ "$(VERSION)" -ge 6 ]; echo $$?),0)
-KERNEL_TYPE := GKI 2.0
-# Check for GKI 1.0 (5.4)
-else ifeq ($(VERSION)-$(PATCHLEVEL),5-4)
-KERNEL_TYPE := GKI 1.0
-else
 KERNEL_TYPE := Non-GKI
+# Check for GKI 2.0 (5.10+ or 6.x+)
+ifneq ($(shell test \( $(VERSION) -ge 5 -a $(PATCHLEVEL) -ge 10 \) -o $(VERSION) -ge 6; echo $$?),0)
+# Check for GKI 1.0 (5.4)
+ifeq ($(shell test $(VERSION)-$(PATCHLEVEL) = 5-4; echo $$?),0)
+KERNEL_TYPE := GKI 1.0
+endif
+else
+KERNEL_TYPE := GKI 2.0
 endif
 $(info -- KERNEL_VERSION: $(KERNEL_VERSION))
 $(info -- KERNEL_TYPE: $(KERNEL_TYPE))
@@ -172,12 +164,9 @@ endif
 ccflags-y += -Wno-implicit-function-declaration -Wno-strict-prototypes -Wno-int-conversion -Wno-gcc-compat
 ccflags-y += -Wno-declaration-after-statement -Wno-unused-function
 
-
 all:
 	make -C $(KDIR) M=$(MDIR) modules
-compdb:
-	python3 $(MDIR)/.vscode/generate_compdb.py -O $(KDIR) $(MDIR)
 clean:
 	make -C $(KDIR) M=$(MDIR) clean
 
-# Keep a new line here!! Because someone may append config
+# Keep a new line here!! Because someone may append config
\ No newline at end of file