diff --git a/Project.toml b/Project.toml
index 8e10b5e..edde3ec 100644
--- a/Project.toml
+++ b/Project.toml
@@ -1,6 +1,6 @@
 name = "ChainRulesOverloadGeneration"
 uuid = "f51149dc-2911-5acf-81fc-2076a2a81d4f"
-version = "0.1.2"
+version = "0.1.3"
 
 [deps]
 ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
diff --git a/src/ruleset_loading.jl b/src/ruleset_loading.jl
index d59c306..b57cab3 100644
--- a/src/ruleset_loading.jl
+++ b/src/ruleset_loading.jl
@@ -66,7 +66,8 @@ _is_fallback(::typeof(rrule), m::Method) = m.sig === Tuple{typeof(rrule),Any,Var
 _is_fallback(::typeof(frule), m::Method) = m.sig === Tuple{typeof(frule),Any,Any,Vararg{Any}}
 
 "check if this rule requires a particular configuation (`RuleConfig`)"
-_requires_config(m::Method) = m.sig.parameters[2] <: RuleConfig
+_requires_config(m::Method) = m.sig <: Tuple{Any, RuleConfig, Vararg}
+
 
 const LAST_REFRESH_RRULE = Ref(0)
 const LAST_REFRESH_FRULE = Ref(0)
diff --git a/test/ruleset_loading.jl b/test/ruleset_loading.jl
index 662a4e8..4e261a3 100644
--- a/test/ruleset_loading.jl
+++ b/test/ruleset_loading.jl
@@ -90,14 +90,27 @@
         end
 
         @testset "should not have rrules that need RuleConfig" begin
-            old_rrule_list = collect(_rule_list(rrule))
-            function ChainRulesCore.rrule(
-                ::RuleConfig{>:Union{HasForwardsMode,HasReverseMode}}, sum, f, xs
-            )
-                return 1.0, x->(x,x,x) # this will not be call so return doesn't matter
+            @testset "normal type sigs" begin
+                old_rrule_list = collect(_rule_list(rrule))
+                function ChainRulesCore.rrule(
+                    ::RuleConfig{>:Union{HasForwardsMode,HasReverseMode}}, sum, f, xs
+                )
+                    return 1.0, x->(x,x,x) # this will not be call so return doesn't matter
+                end
+                # New rule should not have appeared
+                @test collect(_rule_list(rrule)) == old_rrule_list
+            end
+            @testset "UnionAll type sigs" begin
+                old_rrule_list = collect(_rule_list(rrule))
+                function ChainRulesCore.rrule(
+                    ::RuleConfig{>:Union{HasForwardsMode,HasReverseMode}}, sum, f::F, xs
+                ) where F <: Function
+                    return 1.0, x->(x,x,x) # this will not be call so return doesn't matter
+                end
+                # New rule should not have appeared
+                @test collect(_rule_list(rrule)) == old_rrule_list
+                # Above would error if we were not handling UnionAll's right
             end
-            # New rule should not have appeared
-            @test collect(_rule_list(rrule)) == old_rrule_list
         end
     end
 end