diff --git a/.github/workflows/integ-test-dependency-graph.yml b/.github/workflows/integ-test-dependency-graph.yml
index 684778b..c215c1c 100644
--- a/.github/workflows/integ-test-dependency-graph.yml
+++ b/.github/workflows/integ-test-dependency-graph.yml
@@ -66,3 +66,33 @@ jobs:
       uses: ./
       with:
         dependency-graph: download-and-submit
+
+  multiple-builds:
+    runs-on: "ubuntu-latest"
+    steps:
+    - name: Checkout sources
+      uses: actions/checkout@v3
+    - name: Download distribution if required
+      uses: ./.github/actions/download-dist
+    - name: Setup Gradle for dependency-graph generate
+      uses: ./
+      with:
+        dependency-graph: generate
+    - name: Run assemble
+      run: ./gradlew assemble
+      working-directory: .github/workflow-samples/groovy-dsl
+      env:
+        GITHUB_DEPENDENCY_GRAPH_JOB_CORRELATOR: job-correlator
+    - name: Run build
+      run: ./gradlew build
+      working-directory: .github/workflow-samples/groovy-dsl 
+      env:
+        GITHUB_DEPENDENCY_GRAPH_JOB_CORRELATOR: job-correlator
+    - name: Check generated dependency graphs
+      run: |
+        ls -l dependency-graph-reports
+        if ([ ! -e dependency-graph-reports/job-correlator.json ] || [ ! -e dependency-graph-reports/job-correlator-1.json ])
+        then
+            echo "Did not find expected dependency graph files"
+            exit 1
+        fi    
diff --git a/src/resources/init-scripts/github-dependency-graph-gradle-plugin-apply.groovy b/src/resources/init-scripts/github-dependency-graph-gradle-plugin-apply.groovy
index 6f4202b..c031835 100644
--- a/src/resources/init-scripts/github-dependency-graph-gradle-plugin-apply.groovy
+++ b/src/resources/init-scripts/github-dependency-graph-gradle-plugin-apply.groovy
@@ -3,7 +3,7 @@ buildscript {
     maven { url "https://plugins.gradle.org/m2/" }
   }
   dependencies {
-    classpath "org.gradle:github-dependency-graph-gradle-plugin:0.0.5"
+    classpath "org.gradle:github-dependency-graph-gradle-plugin:0.0.6"
   }
 }
 apply plugin: org.gradle.github.GitHubDependencyGraphPlugin
diff --git a/src/resources/init-scripts/github-dependency-graph.init.gradle b/src/resources/init-scripts/github-dependency-graph.init.gradle
index 6d7eced..79c5b6c 100644
--- a/src/resources/init-scripts/github-dependency-graph.init.gradle
+++ b/src/resources/init-scripts/github-dependency-graph.init.gradle
@@ -1,19 +1,27 @@
 import org.gradle.util.GradleVersion
 
+// Only run against root build. Do not run against included builds.
+def isTopLevelBuild = gradle.getParent() == null
+if (!isTopLevelBuild) {
+  return
+}
+
+// Only run when dependency graph is explicitly enabled
 if (System.env.GITHUB_DEPENDENCY_GRAPH_ENABLED != "true") {
   return
 }
 
+// Do not run for unsupported versions of Gradle
 if (GradleVersion.current().baseVersion < GradleVersion.version("5.0")) {
   println "::warning::Dependency Graph is not supported for Gradle versions < 5.0. No dependency snapshot will be generated."
   return
 }
 
+// Attempt to find a unique job correlator to use based on the environment variable
 def reportDir = System.env.GITHUB_DEPENDENCY_GRAPH_REPORT_DIR
-def jobCorrelator = System.env.GITHUB_DEPENDENCY_GRAPH_JOB_CORRELATOR
-def reportFile = new File(reportDir, jobCorrelator + ".json")
+def jobCorrelator = ensureUniqueJobCorrelator(reportDir, System.env.GITHUB_DEPENDENCY_GRAPH_JOB_CORRELATOR)
 
-if (reportFile.exists()) {
+if (jobCorrelator == null) {
   println "::warning::No dependency snapshot generated for step: report file for '${jobCorrelator}' created in earlier step. Each build invocation requires a unique job correlator: specify GITHUB_DEPENDENCY_GRAPH_JOB_CORRELATOR var for this step."
   return
 }
@@ -22,3 +30,27 @@ println "Generating dependency graph for '${jobCorrelator}'"
 
 // TODO:DAZ This should be conditionally applied, since the script may be present when not required.
 apply from: 'github-dependency-graph-gradle-plugin-apply.groovy'
+
+/**
+ * Using the supplied jobCorrelator value:
+ * - Checks if report file already exists
+ * - If so, tries to find a unique value that does not yet have a corresponding report file.
+ * - When found, this value is set as a System property override.
+ */
+String ensureUniqueJobCorrelator(String reportDir, String jobCorrelator) {
+    def reportFile = new File(reportDir, jobCorrelator + ".json")
+    if (!reportFile.exists()) return jobCorrelator
+
+    // Try at most 100 suffixes
+    for (int i = 1; i < 100; i++) {
+        def candidateCorrelator = jobCorrelator + "-" + i
+        def candidateFile = new File(reportDir, candidateCorrelator + ".json")
+        if (!candidateFile.exists()) {
+           System.properties['org.gradle.github.env.GITHUB_DEPENDENCY_GRAPH_JOB_CORRELATOR'] = candidateCorrelator
+           return candidateCorrelator
+        }
+    }
+
+    // Could not determine unique job correlator
+    return null
+}
diff --git a/test/init-scripts/src/test/groovy/com/gradle/gradlebuildaction/TestDependencyGraph.groovy b/test/init-scripts/src/test/groovy/com/gradle/gradlebuildaction/TestDependencyGraph.groovy
index 4047c1b..235adbf 100644
--- a/test/init-scripts/src/test/groovy/com/gradle/gradlebuildaction/TestDependencyGraph.groovy
+++ b/test/init-scripts/src/test/groovy/com/gradle/gradlebuildaction/TestDependencyGraph.groovy
@@ -49,18 +49,46 @@ class TestDependencyGraph extends BaseInitScriptTest {
         testGradleVersion << NO_DEPENDENCY_GRAPH_VERSIONS
     }
 
-    def "warns and does not overwrite existing report file"() {
+    def "constructs unique job correlator for each build invocation"() {
         assumeTrue testGradleVersion.compatibleWithCurrentJvm
 
+        def reportFile1 = new File(reportsDir, "CORRELATOR-1.json")
+        def reportFile2 = new File(reportsDir, "CORRELATOR-2.json")
+
+        buildFile << """
+            task firstTask {
+                doLast {
+                    println "First"
+                }
+            }
+            task secondTask {
+                doLast {
+                    println "Second"
+                }
+            }
+        """
+
         when:
-        reportsDir.mkdirs()
-        reportFile << "DUMMY CONTENT"
-        def result = run(['help'], initScript, testGradleVersion.gradleVersion, [], envVars)
+        run(['help'], initScript, testGradleVersion.gradleVersion, [], envVars)
 
         then:
-        assert reportFile.text == "DUMMY CONTENT"
-        assert result.output.contains("::warning::No dependency snapshot generated for step")
+        assert reportFile.exists()
 
+        when:
+        run(['first'], initScript, testGradleVersion.gradleVersion, [], envVars)
+
+        then:
+        assert reportFile.exists()
+        assert reportFile1.exists()
+        
+        when:
+        run(['second'], initScript, testGradleVersion.gradleVersion, [], envVars)
+
+        then:
+        assert reportFile.exists()
+        assert reportFile1.exists()
+        assert reportFile2.exists()
+        
         where:
         testGradleVersion << DEPENDENCY_GRAPH_VERSIONS
     }