diff --git a/src/Cake.Issues.Markdownlint.Tests/Cake.Issues.Markdownlint.Tests.csproj b/src/Cake.Issues.Markdownlint.Tests/Cake.Issues.Markdownlint.Tests.csproj
index 1b8a7da..7596bfd 100644
--- a/src/Cake.Issues.Markdownlint.Tests/Cake.Issues.Markdownlint.Tests.csproj
+++ b/src/Cake.Issues.Markdownlint.Tests/Cake.Issues.Markdownlint.Tests.csproj
@@ -41,10 +41,10 @@
       <HintPath>..\packages\Cake.Core.0.28.0\lib\net46\Cake.Core.dll</HintPath>
     </Reference>
     <Reference Include="Cake.Issues, Version=0.3.0.0, Culture=neutral, processorArchitecture=MSIL">
-      <HintPath>..\packages\Cake.Issues.0.3.0-beta0001\lib\netstandard2.0\Cake.Issues.dll</HintPath>
+      <HintPath>..\packages\Cake.Issues.0.3.0-beta0002\lib\netstandard2.0\Cake.Issues.dll</HintPath>
     </Reference>
     <Reference Include="Cake.Issues.Testing, Version=0.3.0.0, Culture=neutral, processorArchitecture=MSIL">
-      <HintPath>..\packages\Cake.Issues.Testing.0.3.0-beta0001\lib\netstandard2.0\Cake.Issues.Testing.dll</HintPath>
+      <HintPath>..\packages\Cake.Issues.Testing.0.3.0-beta0002\lib\netstandard2.0\Cake.Issues.Testing.dll</HintPath>
     </Reference>
     <Reference Include="Cake.Testing, Version=0.28.0.0, Culture=neutral, processorArchitecture=MSIL">
       <HintPath>..\packages\Cake.Testing.0.28.0\lib\net46\Cake.Testing.dll</HintPath>
diff --git a/src/Cake.Issues.Markdownlint.Tests/Markdownlint/MarkdownlintIssuesProviderTests.cs b/src/Cake.Issues.Markdownlint.Tests/Markdownlint/MarkdownlintIssuesProviderTests.cs
index cfeb9a0..9d8a987 100644
--- a/src/Cake.Issues.Markdownlint.Tests/Markdownlint/MarkdownlintIssuesProviderTests.cs
+++ b/src/Cake.Issues.Markdownlint.Tests/Markdownlint/MarkdownlintIssuesProviderTests.cs
@@ -57,7 +57,7 @@ public void Should_Read_Issue_Correct()
                     3,
                     "MD010",
                     "https://github.com/DavidAnson/markdownlint/blob/master/doc/Rules.md#md010",
-                    0,
+                    300,
                     "Warning",
                     "Hard tabs");
                 CheckIssue(
@@ -66,7 +66,7 @@ public void Should_Read_Issue_Correct()
                     1,
                     "MD018",
                     "https://github.com/DavidAnson/markdownlint/blob/master/doc/Rules.md#md018",
-                    0,
+                    300,
                     "Warning",
                     "No space after hash on atx style header");
                 CheckIssue(
@@ -75,7 +75,7 @@ public void Should_Read_Issue_Correct()
                     3,
                     "MD018",
                     "https://github.com/DavidAnson/markdownlint/blob/master/doc/Rules.md#md018",
-                    0,
+                    300,
                     "Warning",
                     "No space after hash on atx style header");
             }
diff --git a/src/Cake.Issues.Markdownlint.Tests/MarkdownlintCli/MarkdownlintCliIssuesProviderTests.cs b/src/Cake.Issues.Markdownlint.Tests/MarkdownlintCli/MarkdownlintCliIssuesProviderTests.cs
index 0cb9f5e..61d837a 100644
--- a/src/Cake.Issues.Markdownlint.Tests/MarkdownlintCli/MarkdownlintCliIssuesProviderTests.cs
+++ b/src/Cake.Issues.Markdownlint.Tests/MarkdownlintCli/MarkdownlintCliIssuesProviderTests.cs
@@ -57,7 +57,7 @@ public void Should_Read_Issue_Correct_0_8_1()
                     1,
                     "MD022",
                     "https://github.com/DavidAnson/markdownlint/blob/master/doc/Rules.md#md022",
-                    0,
+                    300,
                     "Warning",
                     "Headers should be surrounded by blank lines [Context: \"# foo\"]");
                 CheckIssue(
@@ -66,7 +66,7 @@ public void Should_Read_Issue_Correct_0_8_1()
                     2,
                     "MD009",
                     "https://github.com/DavidAnson/markdownlint/blob/master/doc/Rules.md#md009",
-                    0,
+                    300,
                     "Warning",
                     "Trailing spaces [Expected: 2; Actual: 1]");
                 CheckIssue(
@@ -75,7 +75,7 @@ public void Should_Read_Issue_Correct_0_8_1()
                     2,
                     "MD013",
                     "https://github.com/DavidAnson/markdownlint/blob/master/doc/Rules.md#md013",
-                    0,
+                    300,
                     "Warning",
                     "Line length [Expected: 100; Actual: 811]");
                 CheckIssue(
@@ -84,7 +84,7 @@ public void Should_Read_Issue_Correct_0_8_1()
                     4,
                     "MD022",
                     "https://github.com/DavidAnson/markdownlint/blob/master/doc/Rules.md#md022",
-                    0,
+                    300,
                     "Warning",
                     "Headers should be surrounded by blank lines [Context: \"# bar\"]");
                 CheckIssue(
@@ -93,7 +93,7 @@ public void Should_Read_Issue_Correct_0_8_1()
                     4,
                     "MD025",
                     "https://github.com/DavidAnson/markdownlint/blob/master/doc/Rules.md#md025",
-                    0,
+                    300,
                     "Warning",
                     "Multiple top level headers in the same document [Context: \"# bar\"]");
                 CheckIssue(
@@ -102,7 +102,7 @@ public void Should_Read_Issue_Correct_0_8_1()
                     5,
                     "MD031",
                     "https://github.com/DavidAnson/markdownlint/blob/master/doc/Rules.md#md031",
-                    0,
+                    300,
                     "Warning",
                     "Fenced code blocks should be surrounded by blank lines [Context: \"```\"]");
                 CheckIssue(
@@ -111,7 +111,7 @@ public void Should_Read_Issue_Correct_0_8_1()
                     5,
                     "MD040",
                     "https://github.com/DavidAnson/markdownlint/blob/master/doc/Rules.md#md040",
-                    0,
+                    300,
                     "Warning",
                     "Fenced code blocks should have a language specified [Context: \"```\"]");
                 CheckIssue(
@@ -120,7 +120,7 @@ public void Should_Read_Issue_Correct_0_8_1()
                     6,
                     "MD009",
                     "https://github.com/DavidAnson/markdownlint/blob/master/doc/Rules.md#md009",
-                    0,
+                    300,
                     "Warning",
                     "Trailing spaces [Expected: 2; Actual: 1]");
             }
@@ -142,7 +142,7 @@ public void Should_Read_Issue_Correct_0_10_0()
                     1,
                     "MD022",
                     "https://github.com/DavidAnson/markdownlint/blob/master/doc/Rules.md#md022",
-                    0,
+                    300,
                     "Warning",
                     "Headings should be surrounded by blank lines [Context: \"# foo\"]");
                 CheckIssue(
@@ -151,7 +151,7 @@ public void Should_Read_Issue_Correct_0_10_0()
                     2,
                     "MD009",
                     "https://github.com/DavidAnson/markdownlint/blob/master/doc/Rules.md#md009",
-                    0,
+                    300,
                     "Warning",
                     "Trailing spaces [Expected: 0 or 2; Actual: 1]");
                 CheckIssue(
@@ -160,7 +160,7 @@ public void Should_Read_Issue_Correct_0_10_0()
                     2,
                     "MD013",
                     "https://github.com/DavidAnson/markdownlint/blob/master/doc/Rules.md#md013",
-                    0,
+                    300,
                     "Warning",
                     "Line length [Expected: 100; Actual: 811]");
                 CheckIssue(
@@ -169,7 +169,7 @@ public void Should_Read_Issue_Correct_0_10_0()
                     4,
                     "MD022",
                     "https://github.com/DavidAnson/markdownlint/blob/master/doc/Rules.md#md022",
-                    0,
+                    300,
                     "Warning",
                     "Headings should be surrounded by blank lines [Context: \"# bar\"]");
                 CheckIssue(
@@ -178,7 +178,7 @@ public void Should_Read_Issue_Correct_0_10_0()
                     4,
                     "MD025",
                     "https://github.com/DavidAnson/markdownlint/blob/master/doc/Rules.md#md025",
-                    0,
+                    300,
                     "Warning",
                     "Multiple top level headings in the same document [Context: \"# bar\"]");
                 CheckIssue(
@@ -187,7 +187,7 @@ public void Should_Read_Issue_Correct_0_10_0()
                     5,
                     "MD031",
                     "https://github.com/DavidAnson/markdownlint/blob/master/doc/Rules.md#md031",
-                    0,
+                    300,
                     "Warning",
                     "Fenced code blocks should be surrounded by blank lines [Context: \"```\"]");
                 CheckIssue(
@@ -196,7 +196,7 @@ public void Should_Read_Issue_Correct_0_10_0()
                     5,
                     "MD040",
                     "https://github.com/DavidAnson/markdownlint/blob/master/doc/Rules.md#md040",
-                    0,
+                    300,
                     "Warning",
                     "Fenced code blocks should have a language specified [Context: \"```\"]");
                 CheckIssue(
@@ -205,7 +205,7 @@ public void Should_Read_Issue_Correct_0_10_0()
                     6,
                     "MD009",
                     "https://github.com/DavidAnson/markdownlint/blob/master/doc/Rules.md#md009",
-                    0,
+                    300,
                     "Warning",
                     "Trailing spaces [Expected: 0 or 2; Actual: 1]");
             }
diff --git a/src/Cake.Issues.Markdownlint.Tests/packages.config b/src/Cake.Issues.Markdownlint.Tests/packages.config
index e0e3585..9463e49 100644
--- a/src/Cake.Issues.Markdownlint.Tests/packages.config
+++ b/src/Cake.Issues.Markdownlint.Tests/packages.config
@@ -1,8 +1,8 @@
 <?xml version="1.0" encoding="utf-8"?>
 <packages>
   <package id="Cake.Core" version="0.28.0" targetFramework="net461" />
-  <package id="Cake.Issues" version="0.3.0-beta0001" targetFramework="net461" />
-  <package id="Cake.Issues.Testing" version="0.3.0-beta0001" targetFramework="net461" />
+  <package id="Cake.Issues" version="0.3.0-beta0002" targetFramework="net461" />
+  <package id="Cake.Issues.Testing" version="0.3.0-beta0002" targetFramework="net461" />
   <package id="Cake.Testing" version="0.28.0" targetFramework="net461" />
   <package id="Shouldly" version="3.0.0" targetFramework="net46" />
   <package id="StyleCop.Analyzers" version="1.0.2" targetFramework="net46" developmentDependency="true" />
diff --git a/src/Cake.Issues.Markdownlint/Cake.Issues.Markdownlint.csproj b/src/Cake.Issues.Markdownlint/Cake.Issues.Markdownlint.csproj
index 4b9f996..ce79666 100644
--- a/src/Cake.Issues.Markdownlint/Cake.Issues.Markdownlint.csproj
+++ b/src/Cake.Issues.Markdownlint/Cake.Issues.Markdownlint.csproj
@@ -45,7 +45,7 @@
       <HintPath>..\packages\Cake.Core.0.28.0\lib\net46\Cake.Core.dll</HintPath>
     </Reference>
     <Reference Include="Cake.Issues, Version=0.3.0.0, Culture=neutral, processorArchitecture=MSIL">
-      <HintPath>..\packages\Cake.Issues.0.3.0-beta0001\lib\netstandard2.0\Cake.Issues.dll</HintPath>
+      <HintPath>..\packages\Cake.Issues.0.3.0-beta0002\lib\netstandard2.0\Cake.Issues.dll</HintPath>
     </Reference>
     <Reference Include="Costura, Version=1.6.2.0, Culture=neutral, PublicKeyToken=9919ef960d84173d, processorArchitecture=MSIL">
       <HintPath>..\packages\Costura.Fody.1.6.2\lib\dotnet\Costura.dll</HintPath>
diff --git a/src/Cake.Issues.Markdownlint/Markdownlint/MarkdownlintIssuesProvider.cs b/src/Cake.Issues.Markdownlint/Markdownlint/MarkdownlintIssuesProvider.cs
index 70ed1a6..3303fcd 100644
--- a/src/Cake.Issues.Markdownlint/Markdownlint/MarkdownlintIssuesProvider.cs
+++ b/src/Cake.Issues.Markdownlint/Markdownlint/MarkdownlintIssuesProvider.cs
@@ -41,15 +41,12 @@ from entry in file.Value
                 let
                     rule = (string)entry.SelectToken("ruleName")
                 select
-                    new Issue<MarkdownlintIssuesProvider>(
-                        this,
-                        file.Key,
-                        (int)entry.SelectToken("lineNumber"),
-                        (string)entry.SelectToken("ruleDescription"),
-                        0,
-                        "Warning",
-                        rule,
-                        MarkdownlintRuleUrlResolver.Instance.ResolveRuleUrl(rule));
+                    IssueBuilder
+                        .NewIssue((string)entry.SelectToken("ruleDescription"), this)
+                        .InFile(file.Key, (int)entry.SelectToken("lineNumber"))
+                        .WithPriority(IssuePriority.Warning)
+                        .OfRule(rule, MarkdownlintRuleUrlResolver.Instance.ResolveRuleUrl(rule))
+                        .Create();
         }
     }
 }
diff --git a/src/Cake.Issues.Markdownlint/MarkdownlintCli/MarkdownlintCliIssuesProvider.cs b/src/Cake.Issues.Markdownlint/MarkdownlintCli/MarkdownlintCliIssuesProvider.cs
index 17380c9..7573c5b 100644
--- a/src/Cake.Issues.Markdownlint/MarkdownlintCli/MarkdownlintCliIssuesProvider.cs
+++ b/src/Cake.Issues.Markdownlint/MarkdownlintCli/MarkdownlintCliIssuesProvider.cs
@@ -50,15 +50,12 @@ protected override IEnumerable<IIssue> InternalReadIssues(IssueCommentFormat for
                 var ruleDescription = groups[5].Value;
 
                 yield return
-                    new Issue<MarkdownlintCliIssuesProvider>(
-                        this,
-                        fileName,
-                        lineNumber,
-                        ruleDescription,
-                        0,
-                        "Warning",
-                        rule,
-                        MarkdownlintRuleUrlResolver.Instance.ResolveRuleUrl(rule));
+                    IssueBuilder
+                        .NewIssue(ruleDescription, this)
+                        .InFile(fileName, lineNumber)
+                        .WithPriority(IssuePriority.Warning)
+                        .OfRule(rule, MarkdownlintRuleUrlResolver.Instance.ResolveRuleUrl(rule))
+                        .Create();
             }
         }
 
diff --git a/src/Cake.Issues.Markdownlint/MarkdownlintIssuesAliases.Markdownlint.cs b/src/Cake.Issues.Markdownlint/MarkdownlintIssuesAliases.Markdownlint.cs
index b9ecbdb..1435fa9 100644
--- a/src/Cake.Issues.Markdownlint/MarkdownlintIssuesAliases.Markdownlint.cs
+++ b/src/Cake.Issues.Markdownlint/MarkdownlintIssuesAliases.Markdownlint.cs
@@ -23,7 +23,7 @@ public static string MarkdownlintIssuesProviderTypeName(
         {
             context.NotNull(nameof(context));
 
-            return Issue<MarkdownlintIssuesProvider>.GetProviderTypeName();
+            return typeof(MarkdownlintIssuesProvider).FullName;
         }
 
         /// <summary>
diff --git a/src/Cake.Issues.Markdownlint/MarkdownlintIssuesAliases.MarkdownlintCli.cs b/src/Cake.Issues.Markdownlint/MarkdownlintIssuesAliases.MarkdownlintCli.cs
index 33858a5..11dfa4b 100644
--- a/src/Cake.Issues.Markdownlint/MarkdownlintIssuesAliases.MarkdownlintCli.cs
+++ b/src/Cake.Issues.Markdownlint/MarkdownlintIssuesAliases.MarkdownlintCli.cs
@@ -23,7 +23,7 @@ public static string MarkdownlintCliIssuesProviderTypeName(
         {
             context.NotNull(nameof(context));
 
-            return Issue<MarkdownlintCliIssuesProvider>.GetProviderTypeName();
+            return typeof(MarkdownlintCliIssuesProvider).FullName;
         }
 
         /// <summary>
diff --git a/src/Cake.Issues.Markdownlint/packages.config b/src/Cake.Issues.Markdownlint/packages.config
index 6580b16..55ad019 100644
--- a/src/Cake.Issues.Markdownlint/packages.config
+++ b/src/Cake.Issues.Markdownlint/packages.config
@@ -1,7 +1,7 @@
 <?xml version="1.0" encoding="utf-8"?>
 <packages>
   <package id="Cake.Core" version="0.28.0" targetFramework="net461" />
-  <package id="Cake.Issues" version="0.3.0-beta0001" targetFramework="net461" />
+  <package id="Cake.Issues" version="0.3.0-beta0002" targetFramework="net461" />
   <package id="Costura.Fody" version="1.6.2" targetFramework="net46" developmentDependency="true" />
   <package id="Fody" version="2.1.2" targetFramework="net46" developmentDependency="true" />
   <package id="Microsoft.CodeAnalysis.FxCopAnalyzers" version="2.6.0" targetFramework="net461" developmentDependency="true" />