diff --git a/scripts/pars_hit_aoe.py b/scripts/pars_hit_aoe.py
index 3b6831f..2f7167b 100644
--- a/scripts/pars_hit_aoe.py
+++ b/scripts/pars_hit_aoe.py
@@ -221,7 +221,7 @@ def eres_func(x):
         pkl.dump(out_plot_dict, w, protocol=pkl.HIGHEST_PROTOCOL)
 
 pathlib.Path(os.path.dirname(args.hit_pars)).mkdir(parents=True, exist_ok=True)
-results_dict = dict(**ecal_dict["results"], aoe =  out_dict)
+results_dict = dict(**ecal_dict["results"], aoe=out_dict)
 with open(args.hit_pars, "w") as w:
     final_hit_dict = {
         "pars": {"operations": cal_dict},
@@ -231,8 +231,8 @@ def eres_func(x):
 
 pathlib.Path(os.path.dirname(args.aoe_results)).mkdir(parents=True, exist_ok=True)
 final_object_dict = dict(
-        **object_dict,
-        aoe=obj,
-    )
+    **object_dict,
+    aoe=obj,
+)
 with open(args.aoe_results, "wb") as w:
     pkl.dump(final_object_dict, w, protocol=pkl.HIGHEST_PROTOCOL)
diff --git a/scripts/pars_hit_ecal.py b/scripts/pars_hit_ecal.py
index 7f14c54..a7b399e 100644
--- a/scripts/pars_hit_ecal.py
+++ b/scripts/pars_hit_ecal.py
@@ -283,14 +283,14 @@ def energy_cal_th(
                     if plot in item:
                         param_dict.update({plot: item[plot]})
                 common_dict.update({key: param_dict})
-        plot_dict = {"ecal":plot_dict}
+        plot_dict = {"ecal": plot_dict}
         plot_dict["common"] = common_dict
 
         with open(args.plot_path, "wb") as f:
             pkl.dump(plot_dict, f, protocol=pkl.HIGHEST_PROTOCOL)
 
     # save output dictionary
-    output_dict = {"pars": out_dict, "results": {"ecal":result_dict}}
+    output_dict = {"pars": out_dict, "results": {"ecal": result_dict}}
     with open(args.save_path, "w") as fp:
         pathlib.Path(os.path.dirname(args.save_path)).mkdir(parents=True, exist_ok=True)
         json.dump(output_dict, fp, indent=4)
@@ -298,4 +298,4 @@ def energy_cal_th(
     # save calibration objects
     with open(args.results_path, "wb") as fp:
         pathlib.Path(os.path.dirname(args.results_path)).mkdir(parents=True, exist_ok=True)
-        pkl.dump({"ecal":ecal_object}, fp, protocol=pkl.HIGHEST_PROTOCOL)
+        pkl.dump({"ecal": ecal_object}, fp, protocol=pkl.HIGHEST_PROTOCOL)
diff --git a/scripts/pars_hit_lq.py b/scripts/pars_hit_lq.py
index 860029f..3a43a45 100644
--- a/scripts/pars_hit_lq.py
+++ b/scripts/pars_hit_lq.py
@@ -220,7 +220,7 @@ def eres_func(x):
         pkl.dump(out_plot_dict, w, protocol=pkl.HIGHEST_PROTOCOL)
 
 
-results_dict = dict(**eres_dict,lq =  out_dict)
+results_dict = dict(**eres_dict, lq=out_dict)
 pathlib.Path(os.path.dirname(args.hit_pars)).mkdir(parents=True, exist_ok=True)
 with open(args.hit_pars, "w") as w:
     final_hit_dict = {
@@ -231,8 +231,8 @@ def eres_func(x):
 
 pathlib.Path(os.path.dirname(args.lq_results)).mkdir(parents=True, exist_ok=True)
 final_object_dict = dict(
-        **object_dict,
-        lq=obj,
-    )
+    **object_dict,
+    lq=obj,
+)
 with open(args.lq_results, "wb") as w:
     pkl.dump(final_object_dict, w, protocol=pkl.HIGHEST_PROTOCOL)