diff --git a/CMakeLists.txt b/CMakeLists.txt
index a6a3b3779d796460fe3916cc391848044b92d935..b932d7f8a9d7afc9d59a06c98a8d678759601a1c 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -31,9 +31,40 @@ set(PROJECT_DESCRIPTION "Classes for manipulation planning.")
 set(PROJECT_USE_CMAKE_EXPORT TRUE)
 set(CXX_DISABLE_WERROR TRUE)
 
-include(cmake/hpp.cmake)
-include(cmake/boost.cmake)
-include(cmake/test.cmake)
+# Check if the submodule cmake have been initialized
+set(JRL_CMAKE_MODULES "${CMAKE_CURRENT_LIST_DIR}/cmake")
+if(EXISTS "${JRL_CMAKE_MODULES}/base.cmake")
+  message(STATUS "JRL cmakemodules found in 'cmake/' git submodule")
+else()
+  find_package(jrl-cmakemodules QUIET CONFIG)
+  if(jrl-cmakemodules_FOUND)
+    get_property(
+      JRL_CMAKE_MODULES
+      TARGET jrl-cmakemodules::jrl-cmakemodules
+      PROPERTY INTERFACE_INCLUDE_DIRECTORIES)
+    message(STATUS "JRL cmakemodules found on system at ${JRL_CMAKE_MODULES}")
+  elseif(${CMAKE_VERSION} VERSION_LESS "3.14.0")
+    message(
+      FATAL_ERROR
+        "\nCan't find jrl-cmakemodules. Please either:\n"
+        "  - use git submodule: 'git submodule update --init'\n"
+        "  - or install https://github.com/jrl-umi3218/jrl-cmakemodules\n"
+        "  - or upgrade your CMake version to >= 3.14 to allow automatic fetching\n"
+    )
+  else()
+    message(STATUS "JRL cmakemodules not found. Let's fetch it.")
+    include(FetchContent)
+    FetchContent_Declare(
+      "jrl-cmakemodules"
+      GIT_REPOSITORY "https://github.com/jrl-umi3218/jrl-cmakemodules.git")
+    FetchContent_MakeAvailable("jrl-cmakemodules")
+    FetchContent_GetProperties("jrl-cmakemodules" SOURCE_DIR JRL_CMAKE_MODULES)
+  endif()
+endif()
+
+include("${JRL_CMAKE_MODULES}/hpp.cmake")
+include("${JRL_CMAKE_MODULES}/boost.cmake")
+include("${JRL_CMAKE_MODULES}/test.cmake")
 
 compute_project_args(PROJECT_ARGS LANGUAGES CXX)
 project(${PROJECT_NAME} ${PROJECT_ARGS})