diff --git a/qlty-cli/tests/cmd/coverage/files_exist.stdout b/qlty-cli/tests/cmd/coverage/files_exist.stdout
index 3ec701acb..18ed3c229 100644
--- a/qlty-cli/tests/cmd/coverage/files_exist.stdout
+++ b/qlty-cli/tests/cmd/coverage/files_exist.stdout
@@ -15,7 +15,8 @@
     "cliVersion": "[..]",
     "publishCommand": "[..]qlty[..] coverage publish --dry-run --override-commit-sha 2ca1bc45a94e37c8dbae6fd9e19fc069ba64bd67 --override-build-id 123 --override-branch main lcov.info --print --json --skip-missing-files --incomplete",
     "incomplete": true,
-    "referenceType": "REFERENCE_TYPE_BRANCH"
+    "referenceType": "REFERENCE_TYPE_BRANCH",
+    "reference": "refs/heads/main"
   },
   "report_files": [
     {
diff --git a/qlty-cli/tests/cmd/coverage/json.stdout b/qlty-cli/tests/cmd/coverage/json.stdout
index d5e88713a..19ae0ad48 100644
--- a/qlty-cli/tests/cmd/coverage/json.stdout
+++ b/qlty-cli/tests/cmd/coverage/json.stdout
@@ -17,7 +17,9 @@
     "uploaderTool": "qltysh/qlty-action-coverage",
     "publishCommand": "[..]qlty[..] coverage publish --dry-run --print --json --override-commit-sha 2ca1bc45a94e37c8dbae6fd9e19fc069ba64bd67 --add-prefix rails/ --tag rails --no-validate lcov.info",
     "uploaderToolVersion": "v1.0.0",
-    "referenceType": "REFERENCE_TYPE_BRANCH"
+    "referenceType": "REFERENCE_TYPE_BRANCH",
+    "reference": "refs/heads/feature-branch-1",
+    "complete": true
   },
   "report_files": [
     {
diff --git a/qlty-cli/tests/cmd/coverage/overrides.stdout b/qlty-cli/tests/cmd/coverage/overrides.stdout
index 6cd63a0a1..0e71e7890 100644
--- a/qlty-cli/tests/cmd/coverage/overrides.stdout
+++ b/qlty-cli/tests/cmd/coverage/overrides.stdout
@@ -16,7 +16,9 @@
     "uploadedAt": "[..]",
     "cliVersion": "[..]",
     "publishCommand": "[..]qlty[..] coverage publish --dry-run --print --json --override-branch test-branch-1 --override-commit-sha 2ca1bc45a94e37c8dbae6fd9e19fc069ba64bd67 --override-pr-number 99 --transform-add-prefix rails/ --tag rails --no-validate lcov.info",
-    "referenceType": "REFERENCE_TYPE_PULL_REQUEST"
+    "referenceType": "REFERENCE_TYPE_PULL_REQUEST",
+    "reference": "refs/pull/99",
+    "complete": true
   },
   "report_files": [
     {
diff --git a/qlty-coverage/src/publish/planner.rs b/qlty-coverage/src/publish/planner.rs
index cd02345eb..3ecdc54c0 100644
--- a/qlty-coverage/src/publish/planner.rs
+++ b/qlty-coverage/src/publish/planner.rs
@@ -275,6 +275,27 @@ impl MetadataPlanner {
             ReferenceType::Unspecified as i32
         };
 
+        metadata.reference = match ReferenceType::try_from(metadata.reference_type).ok() {
+            Some(ReferenceType::PullRequest) if !metadata.pull_request_number.is_empty() => {
+                format!("refs/pull/{}", metadata.pull_request_number)
+            }
+            Some(ReferenceType::Tag) => metadata
+                .git_tag
+                .as_ref()
+                .filter(|git_tag| !git_tag.is_empty())
+                .map(|git_tag| format!("refs/tags/{git_tag}"))
+                .unwrap_or_default(),
+            Some(ReferenceType::Branch) | Some(ReferenceType::MergeGroup)
+                if !metadata.branch.is_empty() =>
+            {
+                format!("refs/heads/{}", metadata.branch)
+            }
+            _ => String::new(),
+        };
+
+        metadata.complete = !metadata.incomplete
+            && (metadata.total_parts_count.is_none() || metadata.total_parts_count == Some(1));
+
         Ok(metadata)
     }
 
@@ -519,6 +540,55 @@ mod tests {
         assert_eq!(metadata.pull_request_number, "42"); // Override wins over CI's "99"
     }
 
+    #[test]
+    fn test_complete_true_by_default() {
+        let settings = Settings::default();
+        let metadata_planner = MetadataPlanner::new(&settings, None);
+        let metadata = metadata_planner.compute().unwrap();
+
+        assert!(!metadata.incomplete);
+        assert!(metadata.complete);
+    }
+
+    #[test]
+    fn test_complete_false_when_incomplete_flag_set() {
+        let settings = Settings {
+            incomplete: true,
+            ..Default::default()
+        };
+        let metadata_planner = MetadataPlanner::new(&settings, None);
+        let metadata = metadata_planner.compute().unwrap();
+
+        assert!(metadata.incomplete);
+        assert!(!metadata.complete);
+    }
+
+    #[test]
+    fn test_complete_true_with_single_total_part() {
+        let settings = Settings {
+            total_parts_count: Some(1),
+            ..Default::default()
+        };
+        let metadata_planner = MetadataPlanner::new(&settings, None);
+        let metadata = metadata_planner.compute().unwrap();
+
+        assert!(!metadata.incomplete);
+        assert!(metadata.complete);
+    }
+
+    #[test]
+    fn test_complete_false_with_multiple_parts_even_without_flag() {
+        let settings = Settings {
+            total_parts_count: Some(3),
+            ..Default::default()
+        };
+        let metadata_planner = MetadataPlanner::new(&settings, None);
+        let metadata = metadata_planner.compute().unwrap();
+
+        assert!(!metadata.incomplete);
+        assert!(!metadata.complete);
+    }
+
     #[test]
     fn test_metadata_with_commit_time_override() {
         let settings = Settings {
@@ -768,6 +838,55 @@ mod tests {
         let metadata = metadata_planner.compute().unwrap();
 
         assert_eq!(metadata.reference_type, ReferenceType::MergeGroup as i32);
+        assert_eq!(
+            metadata.reference,
+            "refs/heads/gh-readonly-queue/main/pr-123"
+        );
+    }
+
+    #[test]
+    fn test_reference_for_pull_request() {
+        let settings = Settings {
+            override_commit_time: Some("1729100000".to_string()),
+            ..Default::default()
+        };
+        let test_ci = Box::new(TestCI::new());
+        let metadata_planner = MetadataPlanner::new(&settings, Some(test_ci));
+        let metadata = metadata_planner.compute().unwrap();
+
+        assert_eq!(metadata.reference_type, ReferenceType::PullRequest as i32);
+        assert_eq!(metadata.reference, "refs/pull/99");
+    }
+
+    #[test]
+    fn test_reference_for_branch() {
+        let settings = Settings {
+            override_pull_request_number: Some(String::new()),
+            override_git_tag: Some(String::new()),
+            override_commit_time: Some("1729100000".to_string()),
+            ..Default::default()
+        };
+        let test_ci = Box::new(TestCI::new());
+        let metadata_planner = MetadataPlanner::new(&settings, Some(test_ci));
+        let metadata = metadata_planner.compute().unwrap();
+
+        assert_eq!(metadata.reference_type, ReferenceType::Branch as i32);
+        assert_eq!(metadata.reference, "refs/heads/test-branch");
+    }
+
+    #[test]
+    fn test_reference_for_tag() {
+        let settings = Settings {
+            override_pull_request_number: Some(String::new()),
+            override_commit_time: Some("1729100000".to_string()),
+            ..Default::default()
+        };
+        let test_ci = Box::new(TestCI::new());
+        let metadata_planner = MetadataPlanner::new(&settings, Some(test_ci));
+        let metadata = metadata_planner.compute().unwrap();
+
+        assert_eq!(metadata.reference_type, ReferenceType::Tag as i32);
+        assert_eq!(metadata.reference, "refs/tags/v0.1.0");
     }
 
     #[test]