diff --git a/apps/decodex/src/orchestrator/operator_dashboard.html b/apps/decodex/src/orchestrator/operator_dashboard.html
index 920071e6..3e06191f 100644
--- a/apps/decodex/src/orchestrator/operator_dashboard.html
+++ b/apps/decodex/src/orchestrator/operator_dashboard.html
@@ -3575,11 +3575,7 @@ <h2 id="recent-title">Run History</h2>
 			}
 
 			function compactStateToken(value) {
-				if (!value) {
-					return "none";
-				}
-
-				return String(value).trim().toLowerCase().replace(/_/g, " ");
+				return formatDetailToken(value);
 			}
 
 			function formatTimestamp(value) {
@@ -4229,7 +4225,7 @@ <h2 id="recent-title">Run History</h2>
 
 			function formatDetailToken(value) {
 				const token = String(value || "").trim();
-				return token ? token.toUpperCase() : "NONE";
+				return token || "NONE";
 			}
 
 			function formatPriority(priority) {
@@ -4530,6 +4526,9 @@ <h2 id="recent-title">Run History</h2>
 
 			function titleCaseLabel(label) {
 				return String(label || "").replace(/\b[A-Za-z][A-Za-z0-9]*\b/g, (word) => {
+					if (/^[A-Z0-9]+$/.test(word) && /[A-Z]/.test(word)) {
+						return word;
+					}
 					const lower = word.toLowerCase();
 					const acronym = FIELD_LABEL_ACRONYMS.get(lower);
 					return acronym || `${lower.charAt(0).toUpperCase()}${lower.slice(1)}`;
@@ -4599,6 +4598,22 @@ <h2 id="recent-title">Run History</h2>
 				return renderField(label, value, valueClass, titleCaseLabel, "card-field");
 			}
 
+			function cardFactValueClass(value, explicitClass = "") {
+				return [explicitClass, String(value || "").trim() === "NONE" ? "is-muted" : ""]
+					.filter(Boolean)
+					.join(" ");
+			}
+
+			function optionalCardToken(value) {
+				const token = String(value || "").trim();
+				return token || "NONE";
+			}
+
+			function reviewThreadToken(count) {
+				const numericCount = Number(count);
+				return Number.isFinite(numericCount) && numericCount > 0 ? String(numericCount) : "NONE";
+			}
+
 			function renderAttentionFacts(candidate) {
 				const attention = candidate.attention;
 				if (!attention) {
@@ -7274,9 +7289,9 @@ <h2 id="recent-title">Run History</h2>
 								["Run", activeRun.run_id],
 								["Operation", humanizeToken(activeRun.current_operation || activeRun.phase)],
 								["Checks", compactStateToken(lane.check_state)],
-								["Threads", lane.unresolved_review_threads == null ? "none" : String(lane.unresolved_review_threads)],
-								["PR", lane.pr_url || "none"],
-								["Branch", lane.branch_name],
+								["Threads", reviewThreadToken(lane.unresolved_review_threads)],
+								["PR", optionalCardToken(lane.pr_url)],
+								["Branch", optionalCardToken(lane.branch_name)],
 							],
 						});
 						continue;
@@ -7293,9 +7308,9 @@ <h2 id="recent-title">Run History</h2>
 							status: postReviewBlockerStatus(lane, blockerScope),
 							facts: [
 								["Checks", compactStateToken(lane.check_state)],
-								["Threads", lane.unresolved_review_threads == null ? "none" : String(lane.unresolved_review_threads)],
-								["PR", lane.pr_url || "none"],
-								["Branch", lane.branch_name],
+								["Threads", reviewThreadToken(lane.unresolved_review_threads)],
+								["PR", optionalCardToken(lane.pr_url)],
+								["Branch", optionalCardToken(lane.branch_name)],
 							],
 						});
 						continue;
@@ -7311,9 +7326,9 @@ <h2 id="recent-title">Run History</h2>
 							status: lane.check_state ? `checks ${compactStateToken(lane.check_state)}` : "waiting",
 							facts: [
 								["Review decision", compactStateToken(lane.review_decision)],
-								["Threads", lane.unresolved_review_threads == null ? "none" : String(lane.unresolved_review_threads)],
-								["PR", lane.pr_url || "none"],
-								["Branch", lane.branch_name],
+								["Threads", reviewThreadToken(lane.unresolved_review_threads)],
+								["PR", optionalCardToken(lane.pr_url)],
+								["Branch", optionalCardToken(lane.branch_name)],
 							],
 						});
 						continue;
@@ -7330,8 +7345,9 @@ <h2 id="recent-title">Run History</h2>
 							facts: [
 								["Review decision", compactStateToken(lane.review_decision)],
 								["Checks", compactStateToken(lane.check_state)],
-								["PR", lane.pr_url || "none"],
-								["Branch", lane.branch_name],
+								["Threads", reviewThreadToken(lane.unresolved_review_threads)],
+								["PR", optionalCardToken(lane.pr_url)],
+								["Branch", optionalCardToken(lane.branch_name)],
 							],
 						});
 					}
@@ -8021,7 +8037,7 @@ <h4>${escapeHtml(item.title)}</h4>
 									${statusLabel(item.status, item.tone)}
 								</div>
 								<div class="grid two card-facts">
-									${item.facts.map(([label, value]) => cardField(label, value)).join("")}
+									${item.facts.map(([label, value, valueClass]) => cardField(label, value, cardFactValueClass(value, valueClass))).join("")}
 								</div>
 							</article>
 						`,
diff --git a/apps/decodex/src/orchestrator/tests/operator/status/dashboard.rs b/apps/decodex/src/orchestrator/tests/operator/status/dashboard.rs
index f806d453..ab9e9e23 100644
--- a/apps/decodex/src/orchestrator/tests/operator/status/dashboard.rs
+++ b/apps/decodex/src/orchestrator/tests/operator/status/dashboard.rs
@@ -944,7 +944,8 @@ fn operator_dashboard_projects_keep_status_summary_compact() {
 	assert!(response.contains("Appears after /state publishes a snapshot."));
 	assert!(response.contains("renderQueuedCandidates("));
 	assert!(response.contains("function formatDetailToken(value)"));
-	assert!(response.contains("return token ? token.toUpperCase() : \"NONE\";"));
+	assert!(response.contains("return token || \"NONE\";"));
+	assert!(!response.contains("return token ? token.toUpperCase() : \"NONE\";"));
 	assert!(response.contains("return priority == null ? \"NONE\" : `P${priority}`;"));
 	assert!(response.contains("function queuedCandidateSummaryIsNoise(summary)"));
 	assert!(response.contains("normalized.includes(\"systemerror\")"));
@@ -970,7 +971,9 @@ fn operator_dashboard_projects_keep_status_summary_compact() {
 	assert!(!response.contains("<span>metadata <strong>"));
 	assert!(!response.contains("<span>telemetry <strong>"));
 	assert!(response.contains("renderActionCards("));
-	assert!(response.contains("${item.facts.map(([label, value]) => cardField(label, value)).join(\"\")}"));
+	assert!(response.contains("function cardFactValueClass(value, explicitClass = \"\")"));
+	assert!(response.contains("String(value || \"\").trim() === \"NONE\" ? \"is-muted\" : \"\""));
+	assert!(response.contains("${item.facts.map(([label, value, valueClass]) => cardField(label, value, cardFactValueClass(value, valueClass))).join(\"\")}"));
 	assert!(!response.contains("${item.facts.map(([label, value]) => field(label, value)).join(\"\")}"));
 	assert!(!response.contains("No running lanes"));
 	assert!(!response.contains("No queued issues"));
@@ -1091,7 +1094,16 @@ fn operator_dashboard_normalizes_review_state_tokens() {
 	let response = dashboard_response();
 
 	assert!(response.contains("function compactStateToken(value)"));
-	assert!(response.contains("return String(value).trim().toLowerCase().replace(/_/g, \" \");"));
+	assert!(response.contains("return formatDetailToken(value);"));
+	assert!(response.contains("function reviewThreadToken(count)"));
+	assert!(
+		response.contains(
+			"return Number.isFinite(numericCount) && numericCount > 0 ? String(numericCount) : \"NONE\";",
+		)
+	);
+	assert!(response.contains("function optionalCardToken(value)"));
+	assert!(response.contains("return token || \"NONE\";"));
+	assert!(response.contains("if (/^[A-Z0-9]+$/.test(word) && /[A-Z]/.test(word))"));
 	assert!(response.contains(
 		"status: lane.mergeable ? `merge ${compactStateToken(lane.mergeable)}` : \"ready\","
 	));
@@ -1100,10 +1112,14 @@ fn operator_dashboard_normalizes_review_state_tokens() {
 	));
 	assert!(response.contains("`review ${compactStateToken(lane.review_decision)}`"));
 	assert!(response.contains("[\"Checks\", compactStateToken(lane.check_state)]"));
+	assert!(response.contains("[\"Threads\", reviewThreadToken(lane.unresolved_review_threads)]"));
 	assert!(response.contains("[\"Review decision\", compactStateToken(lane.review_decision)]"));
+	assert!(response.contains("[\"PR\", optionalCardToken(lane.pr_url)]"));
 	assert!(!response.contains("`merge ${humanizeToken(lane.mergeable)}`"));
 	assert!(!response.contains("`checks ${humanizeToken(lane.check_state)}`"));
 	assert!(!response.contains("[\"Checks\", lane.check_state || \"none\"]"));
+	assert!(!response.contains("lane.unresolved_review_threads == null ? \"none\""));
+	assert!(!response.contains("lane.pr_url || \"none\""));
 }
 
 #[test]