diff --git a/.JuliaFormatter.toml b/.JuliaFormatter.toml
new file mode 100644
index 000000000..3494a9f18
--- /dev/null
+++ b/.JuliaFormatter.toml
@@ -0,0 +1,3 @@
+style = "sciml"
+format_markdown = true
+format_docstrings = true
diff --git a/.github/workflows/update.jl b/.github/workflows/update.jl
index 154355d6d..224665b85 100644
--- a/.github/workflows/update.jl
+++ b/.github/workflows/update.jl
@@ -5,21 +5,22 @@ using Git, GitHub, Dates
 gh_token = ARGS[1]
 myauth = GitHub.authenticate(gh_token)
 
-(@isdefined myauth) ? @info("Authentication token is found...") : @info("Coudn't find the authentication token")
+(@isdefined myauth) ? @info("Authentication token is found...") :
+@info("Coudn't find the authentication token")
 
 const git = Git.git()
 date = Dates.format(now(), "yyyy-mm-dd")
 benchpath = joinpath(@__DIR__, "..", "..", "benchmarks")
 
 # Get all the open PRs and their number
-gh_prs = GitHub.pull_requests("SciML/SciMLBenchmarks.jl"; auth=myauth)
+gh_prs = GitHub.pull_requests("SciML/SciMLBenchmarks.jl"; auth = myauth)
 prs = Dict{String, Int64}()
 for i in 1:length(gh_prs[1])
     prs[gh_prs[1][i].head.ref] = gh_prs[1][i].number
 end
 
 # Get all the branches from the repo
-gh_branches = GitHub.branches("SciML/SciMLBenchmarks.jl"; auth=myauth)
+gh_branches = GitHub.branches("SciML/SciMLBenchmarks.jl"; auth = myauth)
 branches = [gh_branches[1][i].name for i in 1:length(gh_branches[1])]
 
 @info("PRs and branches", prs, branches)
@@ -50,14 +51,15 @@ for dir in readdir(benchpath)
         if dir ∉ keys(prs)
             params = Dict(
                 "title" => "Updated $(dir) for benchmarks",
-                "head"  => "$(dir)",
-                "base"  => "master"
+                "head" => "$(dir)",
+                "base" => "master"
             )
-            @info("Creating a pull request from head: ", dir) 
-            GitHub.create_pull_request("SciML/SciMLBenchmarks.jl"; params=params, auth=myauth)
+            @info("Creating a pull request from head: ", dir)
+            GitHub.create_pull_request(
+                "SciML/SciMLBenchmarks.jl"; params = params, auth = myauth)
         else
             @info("Updating the pull request numbered: ", prs[dir])
-            GitHub.update_pull_request("SciML/SciMLBenchmarks.jl", prs[dir]; auth=myauth)
+            GitHub.update_pull_request("SciML/SciMLBenchmarks.jl", prs[dir]; auth = myauth)
         end
     end
 end