diff --git a/apps/emqx_conf/include/emqx_conf.hrl b/apps/emqx_conf/include/emqx_conf.hrl
index d79f59bc7..042bf8d3c 100644
--- a/apps/emqx_conf/include/emqx_conf.hrl
+++ b/apps/emqx_conf/include/emqx_conf.hrl
@@ -37,47 +37,4 @@
 
 -define(READONLY_KEYS, [cluster, rpc, node]).
 
--define(CE_AUTHZ_SOURCE_SCHEMA_MODS, [
-    emqx_authz_file_schema,
-    emqx_authz_mnesia_schema,
-    emqx_authz_http_schema,
-    emqx_authz_redis_schema,
-    emqx_authz_mysql_schema,
-    emqx_authz_postgresql_schema,
-    emqx_authz_mongodb_schema,
-    emqx_authz_ldap_schema
-]).
-
--define(EE_AUTHZ_SOURCE_SCHEMA_MODS, []).
-
--define(CE_AUTHN_PROVIDER_SCHEMA_MODS, [
-    emqx_authn_mnesia_schema,
-    emqx_authn_mysql_schema,
-    emqx_authn_postgresql_schema,
-    emqx_authn_mongodb_schema,
-    emqx_authn_redis_schema,
-    emqx_authn_http_schema,
-    emqx_authn_jwt_schema,
-    emqx_authn_scram_mnesia_schema,
-    emqx_authn_ldap_schema
-]).
-
--define(EE_AUTHN_PROVIDER_SCHEMA_MODS, [
-    emqx_gcp_device_authn_schema
-]).
-
--if(?EMQX_RELEASE_EDITION == ee).
-
--define(AUTHZ_SOURCE_SCHEMA_MODS, ?CE_AUTHZ_SOURCE_SCHEMA_MODS ++ ?EE_AUTHZ_SOURCE_SCHEMA_MODS).
--define(AUTHN_PROVIDER_SCHEMA_MODS,
-    (?CE_AUTHN_PROVIDER_SCHEMA_MODS ++ ?EE_AUTHN_PROVIDER_SCHEMA_MODS)
-).
-
--else.
-
--define(AUTHZ_SOURCE_SCHEMA_MODS, ?CE_AUTHZ_SOURCE_SCHEMA_MODS).
--define(AUTHN_PROVIDER_SCHEMA_MODS, ?CE_AUTHN_PROVIDER_SCHEMA_MODS).
-
--endif.
-
 -endif.
diff --git a/apps/emqx_conf/src/emqx_conf_schema.erl b/apps/emqx_conf/src/emqx_conf_schema.erl
index 272eda0b4..5c1bab4ff 100644
--- a/apps/emqx_conf/src/emqx_conf_schema.erl
+++ b/apps/emqx_conf/src/emqx_conf_schema.erl
@@ -71,20 +71,6 @@
     emqx_mgmt_api_key_schema
 ]).
 
--define(AUTH_EXT_SCHEMA_MODS, [emqx_auth_ext_schema]).
-
--if(defined(EMQX_RELEASE_EDITION) andalso ?EMQX_RELEASE_EDITION == ee).
--define(OTHER_INJECTING_CONFIGS, ?AUTH_EXT_SCHEMA_MODS).
--else.
--define(OTHER_INJECTING_CONFIGS, []).
--endif.
-
--define(INJECTING_CONFIGS, [
-    {emqx_authn_schema, ?AUTHN_PROVIDER_SCHEMA_MODS},
-    {emqx_authz_schema, ?AUTHZ_SOURCE_SCHEMA_MODS}
-    | ?OTHER_INJECTING_CONFIGS
-]).
-
 %% 1 million default ports counter
 -define(DEFAULT_MAX_PORTS, 1024 * 1024).
 
@@ -108,7 +94,8 @@ tags() ->
     [<<"EMQX">>].
 
 roots() ->
-    ok = emqx_schema_hooks:inject_from_modules(?INJECTING_CONFIGS),
+    Injections = emqx_conf_schema_inject:schemas(),
+    ok = emqx_schema_hooks:inject_from_modules(Injections),
     emqx_schema_high_prio_roots() ++
         [
             {node,
diff --git a/apps/emqx_conf/src/emqx_conf_schema_inject.erl b/apps/emqx_conf/src/emqx_conf_schema_inject.erl
new file mode 100644
index 000000000..ec56277ab
--- /dev/null
+++ b/apps/emqx_conf/src/emqx_conf_schema_inject.erl
@@ -0,0 +1,71 @@
+%%--------------------------------------------------------------------
+%% Copyright (c) 2024 EMQ Technologies Co., Ltd. All Rights Reserved.
+%%
+%% Licensed under the Apache License, Version 2.0 (the "License");
+%% you may not use this file except in compliance with the License.
+%% You may obtain a copy of the License at
+%%
+%%     http://www.apache.org/licenses/LICENSE-2.0
+%%
+%% Unless required by applicable law or agreed to in writing, software
+%% distributed under the License is distributed on an "AS IS" BASIS,
+%% WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+%% See the License for the specific language governing permissions and
+%% limitations under the License.
+%%--------------------------------------------------------------------
+
+-module(emqx_conf_schema_inject).
+
+-export([schemas/0]).
+
+schemas() ->
+    schemas(emqx_release:edition()).
+
+schemas(Edition) ->
+    auth_ext(Edition) ++
+        authn(Edition) ++
+        authz() ++
+        customized().
+
+auth_ext(ce) ->
+    [];
+auth_ext(ee) ->
+    [emqx_auth_ext_schema].
+
+authn(Edition) ->
+    [{emqx_authn_schema, authn_mods(Edition)}].
+
+authn_mods(ce) ->
+    [
+        emqx_authn_mnesia_schema,
+        emqx_authn_mysql_schema,
+        emqx_authn_postgresql_schema,
+        emqx_authn_mongodb_schema,
+        emqx_authn_redis_schema,
+        emqx_authn_http_schema,
+        emqx_authn_jwt_schema,
+        emqx_authn_scram_mnesia_schema,
+        emqx_authn_ldap_schema
+    ];
+authn_mods(ee) ->
+    authn_mods(ce) ++
+        [emqx_gcp_device_authn_schema].
+
+authz() ->
+    [{emqx_authz_schema, authz_mods()}].
+
+authz_mods() ->
+    [
+        emqx_authz_file_schema,
+        emqx_authz_mnesia_schema,
+        emqx_authz_http_schema,
+        emqx_authz_redis_schema,
+        emqx_authz_mysql_schema,
+        emqx_authz_postgresql_schema,
+        emqx_authz_mongodb_schema,
+        emqx_authz_ldap_schema
+    ].
+
+%% Add more schemas here.
+customized() ->
+    [].