diff --git a/benchmarks/insert_tau/Snakefile b/benchmarks/insert_tau/Snakefile
index 37cdef3..b200c0a 100644
--- a/benchmarks/insert_tau/Snakefile
+++ b/benchmarks/insert_tau/Snakefile
@@ -10,7 +10,7 @@ rule insert_tau_generate:
     params:
         N_EVENTS=get_n_events,
         th_max=7.0,
-        th_min=1.7
+        th_min=1.7,
     output:
         GEN_FILE="sim_output/insert_tau/tau-_{P}GeV.hepmc",
     shell:
@@ -24,7 +24,7 @@ rule insert_tau_simulate:
         warmup="warmup/{DETECTOR_CONFIG}.edm4hep.root"
     params:
         N_EVENTS=get_n_events,
-        PHYSICS_LIST="FTFP_BERT"
+        PHYSICS_LIST="FTFP_BERT",
     output:
         SIM_FILE="sim_output/insert_tau/{DETECTOR_CONFIG}_sim_tau-_{P}GeV_{INDEX}.edm4hep.root"
     shell:
@@ -40,21 +40,21 @@ npsim \
 """
 
 rule insert_tau_recon:
-        input:
-                SIM_FILE="sim_output/insert_tau/{DETECTOR_CONFIG}_sim_tau-_{P}GeV_{INDEX}.edm4hep.root"
+    input:
+        SIM_FILE="sim_output/insert_tau/{DETECTOR_CONFIG}_sim_tau-_{P}GeV_{INDEX}.edm4hep.root"
     params:
         N_EVENTS=get_n_events,
-        output:
-                REC_FILE="sim_output/insert_tau/{DETECTOR_CONFIG}_rec_tau-_{P}GeV_{INDEX}.edm4hep.root"
-        shell:
-                """
+    output:
+        REC_FILE="sim_output/insert_tau/{DETECTOR_CONFIG}_rec_tau-_{P}GeV_{INDEX}.edm4hep.root"
+    shell:
+        """
 eicrecon {input.SIM_FILE} -Ppodio:output_file={output.REC_FILE} -Pdd4hep:xml_files=$DETECTOR_PATH/{wildcards.DETECTOR_CONFIG}.xml -Ppodio:output_collections=MCParticles,HcalEndcapPInsertRecHits,HcalEndcapPInsertClusters,HcalEndcapPInsertSubcellHits,EcalEndcapPInsertRecHits,EcalEndcapPInsertClusters,EcalEndcapPClusters,LFHCALClusters  -Pjana:nevents={params.N_EVENTS}
 """
 
 rule insert_tau_analysis:
     input:
         expand("sim_output/insert_tau/{DETECTOR_CONFIG}_rec_tau-_{P}GeV.edm4hep_{INDEX}.root",
-            P=[20,30, 40,50,60, 80, 100],
+            P=[20, 30, 40, 50, 60, 80, 100],
             DETECTOR_CONFIG=["{DETECTOR_CONFIG}"],
             INDEX=range(5),
         ),