diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 87c5b7f64..14dfb970a 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,6 +1,6 @@
 repos:
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v4.4.0
+    rev: v6.0.0
     hooks:
       - id: check-added-large-files
       - id: check-case-conflict
@@ -17,7 +17,7 @@ repos:
         exclude: external/.*$
 
   - repo: https://github.com/pre-commit/mirrors-clang-format
-    rev: v15.0.6
+    rev: v21.1.8
     hooks:
       - id: clang-format
         exclude: external/.*$
@@ -29,7 +29,7 @@ repos:
         additional_dependencies: [ pyyaml ]
       # - id: cmake-lint
 
-  - repo: https://github.com/psf/black
-    rev: 22.12.0
+  - repo: https://github.com/psf/black-pre-commit-mirror
+    rev: 26.1.0
     hooks:
       - id: black
diff --git a/macros/REST_CreateHisto.C b/macros/REST_CreateHisto.C
index 91159d22b..dc299dc16 100644
--- a/macros/REST_CreateHisto.C
+++ b/macros/REST_CreateHisto.C
@@ -63,33 +63,33 @@ Int_t REST_CreateHisto(string varName, string rootFileName, TString histoName, i
     return 0;
 };
 
-    //
-    // class REST_CreateHisto :public TRestTask {
-    // public:
-    //	ClassDef(REST_CreateHisto, 1);
-    //
-    //	REST_CreateHisto() { fNRequiredArgument = 3; }
-    //	~REST_CreateHisto() {}
-    //
-    //	TString varName="";
-    //	TString rootFileName="";
-    //	TString histoName="";
-    //	int startVal = 0;
-    //	int endVal = 1000;
-    //	int bins = 1000;
-    //	Double_t normFactor = 1;
-    //
-    //	void RunTask(TRestManager*mgr)
-    //	{
-    //		REST_CreateHisto(varName,
-    //				rootFileName,
-    //				histoName,
-    //				startVal,
-    //				endVal,
-    //				bins,
-    //				normFactor);
-    //	}
-    //
-    //};
+//
+// class REST_CreateHisto :public TRestTask {
+// public:
+//	ClassDef(REST_CreateHisto, 1);
+//
+//	REST_CreateHisto() { fNRequiredArgument = 3; }
+//	~REST_CreateHisto() {}
+//
+//	TString varName="";
+//	TString rootFileName="";
+//	TString histoName="";
+//	int startVal = 0;
+//	int endVal = 1000;
+//	int bins = 1000;
+//	Double_t normFactor = 1;
+//
+//	void RunTask(TRestManager*mgr)
+//	{
+//		REST_CreateHisto(varName,
+//				rootFileName,
+//				histoName,
+//				startVal,
+//				endVal,
+//				bins,
+//				normFactor);
+//	}
+//
+//};
 
 #endif
diff --git a/macros/REST_RefitGainMap.C b/macros/REST_RefitGainMap.C
index b1532168b..7be3a601f 100644
--- a/macros/REST_RefitGainMap.C
+++ b/macros/REST_RefitGainMap.C
@@ -104,7 +104,7 @@ class GainMapRefitter {
 // Class that inherits from TFitEditor to be able to access the protected methods of TFitEditor
 class TFitEditor2 : public TFitEditor {
    public:
-    TFitEditor2(TVirtualPad* pad, TObject* obj) : TFitEditor(pad, obj){};
+    TFitEditor2(TVirtualPad* pad, TObject* obj) : TFitEditor(pad, obj) {};
     virtual ~TFitEditor2() {}
 
     // making public the protected method GetFitObjectListOfFunctions()
diff --git a/pull-submodules.py b/pull-submodules.py
index 3a0d61149..0d5591049 100644
--- a/pull-submodules.py
+++ b/pull-submodules.py
@@ -69,8 +69,7 @@ def print_help():
 
     if sys.argv[x + 1] == "--lfna":
         lfna = True
-        print(
-            """\
+        print("""\
 Adding submodules from lfna repositories.
 Be aware that you should add your local system public ssh to your GitLab and/or GitHub account!
 It is usually placed at ~/.ssh/id_rsa.pub.
@@ -80,8 +79,7 @@ def print_help():
 Once you do that, only repositories where you have access rights will be pulled.
 
 If no password is requested everything went fine!
-            """
-        )
+            """)
 
     if sys.argv[x + 1] == "--sjtu":
         sjtu = True
@@ -89,12 +87,10 @@ def print_help():
             "Adding submodules from sjtu repositories. You may be asked to enter password for it."
         )
     if sys.argv[x + 1].find("--latest") >= 0:
-        print(
-            """\
+        print("""\
 Pulling latest submodules from their git repository, instead of the version recorded by REST.
 This may cause the submodules to be uncompilable.
-        """
-        )
+        """)
         latest = True
         if sys.argv[x + 1].find("--latest:") >= 0:
             fbName = sys.argv[x + 1][9:]
@@ -128,12 +124,10 @@ def main():
     #   --recursive'.format(PROJECT_ROOT))
 
     if force and not dontask:
-        answer = input(
-            """\
+        answer = input("""\
 This will override local changes on the files. And will bring your local repository to a clean state
 Are you sure to proceed? (y/n)
-            """
-        )
+            """)
         if answer != "y":
             sys.exit(0)
 
diff --git a/scripts/generateVersionHeader.py b/scripts/generateVersionHeader.py
index 1d85a9b38..7c098a469 100755
--- a/scripts/generateVersionHeader.py
+++ b/scripts/generateVersionHeader.py
@@ -53,7 +53,7 @@
 p = subprocess.Popen(
     ["git branch"], stdout=subprocess.PIPE, stderr=subprocess.PIPE, shell=True
 )
-(out, err) = p.communicate()
+out, err = p.communicate()
 
 if len(str(err)) > 3:
     print(
diff --git a/scripts/installAllTags.py b/scripts/installAllTags.py
index bbee13496..0ac841378 100644
--- a/scripts/installAllTags.py
+++ b/scripts/installAllTags.py
@@ -24,9 +24,9 @@
 
 # You might need to add some environment definitions needed to build REST
 os.environ["GARFIELD_HOME"] = "/programas/garfield"
-os.environ[
-    "LD_LIBRARY_PATH"
-] = "/programas/root34.32/root/lib:/programas/geant4.10.02.p02-install/lib::/programas/garfield/lib"
+os.environ["LD_LIBRARY_PATH"] = (
+    "/programas/root34.32/root/lib:/programas/geant4.10.02.p02-install/lib::/programas/garfield/lib"
+)
 os.environ["PATH"] = os.environ["PATH"] + ":/programas/root34.32/root/bin/"
 # ===================================================
 
diff --git a/scripts/scriptsGUI.py b/scripts/scriptsGUI.py
index cc3ec9dd3..f801502f8 100755
--- a/scripts/scriptsGUI.py
+++ b/scripts/scriptsGUI.py
@@ -11,7 +11,6 @@
 import vars
 import subprocess
 
-
 version = "0.2"
 
 vars.initvar()
diff --git a/scripts/vars.py b/scripts/vars.py
index bbd0017d0..0a6b2f436 100644
--- a/scripts/vars.py
+++ b/scripts/vars.py
@@ -6,7 +6,6 @@
 import platform
 import subprocess
 
-
 opt = {
     "Install_Path": os.environ["HOME"] + "/REST_Install",
     "Source_Path": os.path.abspath(".") + "/../",
diff --git a/source/framework/analysis/inc/TRestDataSetGainMap.h b/source/framework/analysis/inc/TRestDataSetGainMap.h
index 11b2d0d07..a993a46eb 100644
--- a/source/framework/analysis/inc/TRestDataSetGainMap.h
+++ b/source/framework/analysis/inc/TRestDataSetGainMap.h
@@ -283,12 +283,12 @@ class TRestDataSetGainMap : public TRestMetadata {
         void Initialize();
 
         Module() {}
-        Module(const TRestDataSetGainMap& parent) : p(&parent){};
+        Module(const TRestDataSetGainMap& parent) : p(&parent) {};
         Module(const TRestDataSetGainMap& parent, const Int_t planeId, const Int_t moduleId) : p(&parent) {
             SetPlaneId(planeId);
             SetModuleId(moduleId);
         };
-        ~Module(){};
+        ~Module() {};
     };
 };
 #endif
diff --git a/source/framework/core/inc/TRestTask.h b/source/framework/core/inc/TRestTask.h
index 9e2c23339..09328a3ee 100644
--- a/source/framework/core/inc/TRestTask.h
+++ b/source/framework/core/inc/TRestTask.h
@@ -56,7 +56,7 @@ class TRestTask : public TRestMetadata {
 
     // Constructor & Destructor
     TRestTask();
-    ~TRestTask(){};
+    ~TRestTask() {};
 
     ClassDefOverride(TRestTask, 1);
 };
diff --git a/source/framework/core/inc/TRestThread.h b/source/framework/core/inc/TRestThread.h
index addfbbce2..cebd754a8 100644
--- a/source/framework/core/inc/TRestThread.h
+++ b/source/framework/core/inc/TRestThread.h
@@ -73,7 +73,7 @@ class TRestThread {
 
     // Constructor & Destructor
     TRestThread() { Initialize(); }
-    ~TRestThread(){};
+    ~TRestThread() {};
 };
 
 #endif
diff --git a/source/framework/core/src/TRestProcessRunner.cxx b/source/framework/core/src/TRestProcessRunner.cxx
index 2ff4d4ff0..e5b52e9aa 100644
--- a/source/framework/core/src/TRestProcessRunner.cxx
+++ b/source/framework/core/src/TRestProcessRunner.cxx
@@ -487,8 +487,7 @@ void TRestProcessRunner::RunProcess() {
     }
 
     if (fProcStatus != kIgnore && Console::kbhit())
-        while (getchar() != '\n')
-            ;  // clear buffer
+        while (getchar() != '\n');  // clear buffer
 
     RESTEssential << "Waiting for processes to finish ..." << RESTendl;
 
@@ -592,8 +591,7 @@ void TRestProcessRunner::PauseMenu() {
                 Console::CursorUp(1);
                 int c = Console::Read();
                 if (c != '\n')
-                    while (Console::Read() != '\n')
-                        ;
+                    while (Console::Read() != '\n');
                 TRestStringOutput::REST_Verbose_Level l;
                 if (c == '0' || c == 's') {
                     l = TRestStringOutput::REST_Verbose_Level::REST_Silent;
diff --git a/source/framework/tools/inc/TRestTools.h b/source/framework/tools/inc/TRestTools.h
index 649df089b..314139806 100644
--- a/source/framework/tools/inc/TRestTools.h
+++ b/source/framework/tools/inc/TRestTools.h
@@ -195,7 +195,7 @@ inline void SetInitLevel(T* name, int level) {
 enum Quantities { ENERGY, LENGTH, TIME };
 class ValueWithQuantity {
    public:
-    ValueWithQuantity(double value, Quantities quantity) : fValue(value), fQuantity(quantity){};
+    ValueWithQuantity(double value, Quantities quantity) : fValue(value), fQuantity(quantity) {};
     double GetValue() const { return fValue; }
     std::string ToString() const;