diff --git a/lib/NonlinearSolveBase/src/abstract_types.jl b/lib/NonlinearSolveBase/src/abstract_types.jl
index a01aa7afb..3cdb59a1d 100644
--- a/lib/NonlinearSolveBase/src/abstract_types.jl
+++ b/lib/NonlinearSolveBase/src/abstract_types.jl
@@ -576,7 +576,8 @@ macro internal_caches(cType, internal_cache_names...)
             $(callbacks_self...)
             return
         end
-        function NonlinearSolveBase.InternalAPI.reinit!(cache::$(cType), args...; kwargs...)
+        function NonlinearSolveBase.InternalAPI.reinit!(
+                cache::$(cType), args...; kwargs...)
             $(reinit_caches...)
             $(InternalAPI.reinit_self!)(cache, args...; kwargs...)
             return
diff --git a/lib/NonlinearSolveFirstOrder/src/gauss_newton.jl b/lib/NonlinearSolveFirstOrder/src/gauss_newton.jl
index e69de29bb..8b1378917 100644
--- a/lib/NonlinearSolveFirstOrder/src/gauss_newton.jl
+++ b/lib/NonlinearSolveFirstOrder/src/gauss_newton.jl
@@ -0,0 +1 @@
+
diff --git a/lib/NonlinearSolveFirstOrder/src/levenberg_marquardt.jl b/lib/NonlinearSolveFirstOrder/src/levenberg_marquardt.jl
index e69de29bb..8b1378917 100644
--- a/lib/NonlinearSolveFirstOrder/src/levenberg_marquardt.jl
+++ b/lib/NonlinearSolveFirstOrder/src/levenberg_marquardt.jl
@@ -0,0 +1 @@
+
diff --git a/lib/NonlinearSolveFirstOrder/src/pseudo_transient.jl b/lib/NonlinearSolveFirstOrder/src/pseudo_transient.jl
index e69de29bb..8b1378917 100644
--- a/lib/NonlinearSolveFirstOrder/src/pseudo_transient.jl
+++ b/lib/NonlinearSolveFirstOrder/src/pseudo_transient.jl
@@ -0,0 +1 @@
+
diff --git a/lib/NonlinearSolveFirstOrder/src/raphson.jl b/lib/NonlinearSolveFirstOrder/src/raphson.jl
index e69de29bb..8b1378917 100644
--- a/lib/NonlinearSolveFirstOrder/src/raphson.jl
+++ b/lib/NonlinearSolveFirstOrder/src/raphson.jl
@@ -0,0 +1 @@
+
diff --git a/lib/NonlinearSolveFirstOrder/src/trust_region.jl b/lib/NonlinearSolveFirstOrder/src/trust_region.jl
index e69de29bb..8b1378917 100644
--- a/lib/NonlinearSolveFirstOrder/src/trust_region.jl
+++ b/lib/NonlinearSolveFirstOrder/src/trust_region.jl
@@ -0,0 +1 @@
+
diff --git a/lib/NonlinearSolveQuasiNewton/src/NonlinearSolveQuasiNewton.jl b/lib/NonlinearSolveQuasiNewton/src/NonlinearSolveQuasiNewton.jl
index 7068ebc60..aace3b0e8 100644
--- a/lib/NonlinearSolveQuasiNewton/src/NonlinearSolveQuasiNewton.jl
+++ b/lib/NonlinearSolveQuasiNewton/src/NonlinearSolveQuasiNewton.jl
@@ -7,7 +7,7 @@ using ArrayInterface: ArrayInterface
 using CommonSolve: CommonSolve
 using ConcreteStructs: @concrete
 using DiffEqBase: DiffEqBase   # Needed for `init` / `solve` dispatches
-using LinearAlgebra: LinearAlgebra, Diagonal, dot, inv, diag
+using LinearAlgebra: LinearAlgebra, Diagonal, dot, diag
 using LinearSolve: LinearSolve # Trigger Linear Solve extension in NonlinearSolveBase
 using MaybeInplace: @bb
 using NonlinearSolveBase: NonlinearSolveBase, AbstractNonlinearSolveAlgorithm,
diff --git a/lib/NonlinearSolveQuasiNewton/src/broyden.jl b/lib/NonlinearSolveQuasiNewton/src/broyden.jl
index 60adc9be5..08570a735 100644
--- a/lib/NonlinearSolveQuasiNewton/src/broyden.jl
+++ b/lib/NonlinearSolveQuasiNewton/src/broyden.jl
@@ -150,11 +150,13 @@ function InternalAPI.solve!(
     if cache.rule isa GoodBroydenUpdateRule
         @bb @. J⁻¹_diag = J⁻¹_diag * cache.dfu * du
         denom = sum(J⁻¹_diag)
-        @bb @. J⁻¹_diag = J⁻¹_diag + (du - J⁻¹_diag * cache.dfu) * du * J⁻¹_diag /
+        @bb @. J⁻¹_diag = J⁻¹_diag +
+                          (du - J⁻¹_diag * cache.dfu) * du * J⁻¹_diag /
                           ifelse(iszero(denom), T(1e-5), denom)
     else
         denom = cache.internalnorm(cache.dfu)^2
-        @bb @. J⁻¹_diag = J⁻¹_diag + (du - J⁻¹_diag * cache.dfu) * cache.dfu /
+        @bb @. J⁻¹_diag = J⁻¹_diag +
+                          (du - J⁻¹_diag * cache.dfu) * cache.dfu /
                           ifelse(iszero(denom), T(1e-5), denom)
     end
     @bb copyto!(cache.dfu, fu)
diff --git a/lib/NonlinearSolveQuasiNewton/src/structure.jl b/lib/NonlinearSolveQuasiNewton/src/structure.jl
index 2d5c0baa5..09438289b 100644
--- a/lib/NonlinearSolveQuasiNewton/src/structure.jl
+++ b/lib/NonlinearSolveQuasiNewton/src/structure.jl
@@ -11,7 +11,7 @@ function NonlinearSolveBase.get_full_jacobian(cache, ::DiagonalStructure, J)
 end
 
 function (::DiagonalStructure)(J::AbstractMatrix; alias::Bool = false)
-    @assert size(J, 1) == size(J, 2) "Diagonal Jacobian Structure must be square!"
+    @assert size(J, 1)==size(J, 2) "Diagonal Jacobian Structure must be square!"
     return LinearAlgebra.diag(J)
 end
 (::DiagonalStructure)(J::AbstractVector; alias::Bool = false) = alias ? J : @bb(copy(J))
diff --git a/src/utils.jl b/src/utils.jl
index 20602d2db..0a2375ef9 100644
--- a/src/utils.jl
+++ b/src/utils.jl
@@ -26,7 +26,6 @@ end
     return fx_idx, idx
 end
 
-
 """
     pickchunksize(x) = pickchunksize(length(x))
     pickchunksize(x::Int)