diff --git a/Packages/CrowCore/Sources/CrowCore/AppState.swift b/Packages/CrowCore/Sources/CrowCore/AppState.swift
index 4fdd49b..f7b665e 100644
--- a/Packages/CrowCore/Sources/CrowCore/AppState.swift
+++ b/Packages/CrowCore/Sources/CrowCore/AppState.swift
@@ -402,6 +402,30 @@ public final class AppState {
         activeSessions.first { $0.ticketURL == issue.url }
     }
 
+    /// Find the assigned issue linked to a given session (by matching ticket URL).
+    public func assignedIssue(for session: Session) -> AssignedIssue? {
+        guard let url = session.ticketURL else { return nil }
+        return assignedIssues.first { $0.url == url }
+    }
+
+    /// Find the review request linked to a given session (by matching PR link URL).
+    public func reviewRequest(for session: Session) -> ReviewRequest? {
+        guard session.kind == .review else { return nil }
+        guard let prLink = links(for: session.id).first(where: { $0.linkType == .pr }) else { return nil }
+        return reviewRequests.first { $0.url == prLink.url }
+    }
+
+    /// Labels for a session, sourced from its linked AssignedIssue or ReviewRequest.
+    public func labels(forSession session: Session) -> [String] {
+        if let issue = assignedIssue(for: session) {
+            return issue.labels
+        }
+        if let review = reviewRequest(for: session) {
+            return review.labels
+        }
+        return []
+    }
+
     /// Maps `.unknown` project status to `.backlog` for display purposes.
     private func effectiveStatus(_ issue: AssignedIssue) -> TicketStatus {
         issue.projectStatus == .unknown ? .backlog : issue.projectStatus
diff --git a/Packages/CrowCore/Tests/CrowCoreTests/AppStateLookupTests.swift b/Packages/CrowCore/Tests/CrowCoreTests/AppStateLookupTests.swift
new file mode 100644
index 0000000..ed0bf6c
--- /dev/null
+++ b/Packages/CrowCore/Tests/CrowCoreTests/AppStateLookupTests.swift
@@ -0,0 +1,106 @@
+import Foundation
+import Testing
+@testable import CrowCore
+
+// MARK: - AppState Lookup Tests
+
+@MainActor @Test func assignedIssueForSessionMatchesByTicketURL() {
+    let appState = AppState()
+    let issue = AssignedIssue(
+        id: "github:org/repo#42", number: 42, title: "Bug fix",
+        state: "open", url: "https://github.com/org/repo/issues/42",
+        repo: "org/repo", labels: ["bug", "priority"], provider: .github
+    )
+    appState.assignedIssues = [issue]
+    let session = Session(name: "fix-bug", ticketURL: "https://github.com/org/repo/issues/42")
+    let result = appState.assignedIssue(for: session)
+    #expect(result?.id == "github:org/repo#42")
+    #expect(result?.labels == ["bug", "priority"])
+}
+
+@MainActor @Test func assignedIssueForSessionReturnsNilWithoutTicketURL() {
+    let appState = AppState()
+    appState.assignedIssues = [
+        AssignedIssue(
+            id: "github:org/repo#1", number: 1, title: "T",
+            state: "open", url: "https://github.com/org/repo/issues/1",
+            repo: "org/repo", provider: .github
+        )
+    ]
+    let session = Session(name: "no-ticket")
+    #expect(appState.assignedIssue(for: session) == nil)
+}
+
+@MainActor @Test func assignedIssueForSessionReturnsNilWhenNoMatch() {
+    let appState = AppState()
+    appState.assignedIssues = [
+        AssignedIssue(
+            id: "github:org/repo#1", number: 1, title: "T",
+            state: "open", url: "https://github.com/org/repo/issues/1",
+            repo: "org/repo", provider: .github
+        )
+    ]
+    let session = Session(name: "other", ticketURL: "https://github.com/org/repo/issues/99")
+    #expect(appState.assignedIssue(for: session) == nil)
+}
+
+@MainActor @Test func reviewRequestForSessionMatchesByPRLink() {
+    let appState = AppState()
+    let session = Session(name: "review-repo-123", kind: .review)
+    let prLink = SessionLink(
+        sessionID: session.id, label: "PR #123",
+        url: "https://github.com/org/repo/pull/123", linkType: .pr
+    )
+    appState.links[session.id] = [prLink]
+    let request = ReviewRequest(
+        id: "github:org/repo#123", prNumber: 123, title: "Fix",
+        url: "https://github.com/org/repo/pull/123",
+        repo: "org/repo", author: "alice", headBranch: "fix-branch",
+        baseBranch: "main", labels: ["bug", "urgent"]
+    )
+    appState.reviewRequests = [request]
+    let result = appState.reviewRequest(for: session)
+    #expect(result?.labels == ["bug", "urgent"])
+}
+
+@MainActor @Test func reviewRequestForSessionReturnsNilForWorkSessions() {
+    let appState = AppState()
+    let session = Session(name: "work-session", kind: .work)
+    #expect(appState.reviewRequest(for: session) == nil)
+}
+
+@MainActor @Test func labelsForSessionReturnsIssueLabels() {
+    let appState = AppState()
+    let issue = AssignedIssue(
+        id: "github:org/repo#1", number: 1, title: "T",
+        state: "open", url: "https://github.com/org/repo/issues/1",
+        repo: "org/repo", labels: ["enhancement", "ui"], provider: .github
+    )
+    appState.assignedIssues = [issue]
+    let session = Session(name: "s", ticketURL: "https://github.com/org/repo/issues/1")
+    #expect(appState.labels(forSession: session) == ["enhancement", "ui"])
+}
+
+@MainActor @Test func labelsForSessionReturnsReviewLabels() {
+    let appState = AppState()
+    let session = Session(name: "review-s", kind: .review)
+    let prLink = SessionLink(
+        sessionID: session.id, label: "PR #5",
+        url: "https://github.com/org/repo/pull/5", linkType: .pr
+    )
+    appState.links[session.id] = [prLink]
+    let request = ReviewRequest(
+        id: "github:org/repo#5", prNumber: 5, title: "PR",
+        url: "https://github.com/org/repo/pull/5",
+        repo: "org/repo", author: "bob", headBranch: "feat",
+        baseBranch: "main", labels: ["needs-review"]
+    )
+    appState.reviewRequests = [request]
+    #expect(appState.labels(forSession: session) == ["needs-review"])
+}
+
+@MainActor @Test func labelsForSessionReturnsEmptyWhenNoMatch() {
+    let appState = AppState()
+    let session = Session(name: "s")
+    #expect(appState.labels(forSession: session).isEmpty)
+}
diff --git a/Packages/CrowUI/Sources/CrowUI/CorveilTheme.swift b/Packages/CrowUI/Sources/CrowUI/CorveilTheme.swift
index d2f0e73..5b77ad5 100644
--- a/Packages/CrowUI/Sources/CrowUI/CorveilTheme.swift
+++ b/Packages/CrowUI/Sources/CrowUI/CorveilTheme.swift
@@ -172,3 +172,38 @@ public struct CapsuleBadge: View {
             .clipShape(Capsule())
     }
 }
+
+// MARK: - Label Pills
+
+/// Reusable horizontal row of label capsules with overflow count.
+public struct LabelPillsView: View {
+    let labels: [String]
+    var maxVisible: Int
+    var muted: Bool
+
+    public init(labels: [String], maxVisible: Int = 3, muted: Bool = false) {
+        self.labels = labels
+        self.maxVisible = maxVisible
+        self.muted = muted
+    }
+
+    public var body: some View {
+        HStack(spacing: 4) {
+            ForEach(Array(labels.prefix(maxVisible)), id: \.self) { label in
+                Text(label)
+                    .font(.system(size: 10))
+                    .padding(.horizontal, 6)
+                    .padding(.vertical, 2)
+                    .background(CorveilTheme.gold.opacity(0.08))
+                    .foregroundStyle(muted ? CorveilTheme.textMuted : CorveilTheme.textSecondary)
+                    .overlay(Capsule().strokeBorder(CorveilTheme.borderSubtle, lineWidth: 0.5))
+                    .clipShape(Capsule())
+            }
+            if labels.count > maxVisible {
+                Text("+\(labels.count - maxVisible)")
+                    .font(.system(size: 10))
+                    .foregroundStyle(CorveilTheme.textMuted)
+            }
+        }
+    }
+}
diff --git a/Packages/CrowUI/Sources/CrowUI/ReviewBoardView.swift b/Packages/CrowUI/Sources/CrowUI/ReviewBoardView.swift
index 505b775..af095cf 100644
--- a/Packages/CrowUI/Sources/CrowUI/ReviewBoardView.swift
+++ b/Packages/CrowUI/Sources/CrowUI/ReviewBoardView.swift
@@ -239,6 +239,10 @@ struct ReviewRow: View {
                             .foregroundStyle(CorveilTheme.textMuted)
                     }
                 }
+
+                if !request.labels.isEmpty {
+                    LabelPillsView(labels: request.labels, maxVisible: 3)
+                }
             }
 
             Spacer()
diff --git a/Packages/CrowUI/Sources/CrowUI/SessionDetailView.swift b/Packages/CrowUI/Sources/CrowUI/SessionDetailView.swift
index efb170f..d759790 100644
--- a/Packages/CrowUI/Sources/CrowUI/SessionDetailView.swift
+++ b/Packages/CrowUI/Sources/CrowUI/SessionDetailView.swift
@@ -21,6 +21,10 @@ public struct SessionDetailView: View {
         appState.links(for: session.id)
     }
 
+    private var sessionLabels: [String] {
+        appState.labels(forSession: session)
+    }
+
     public var body: some View {
         VStack(spacing: 0) {
             sessionHeader
@@ -59,6 +63,11 @@ public struct SessionDetailView: View {
                             .foregroundStyle(CorveilTheme.textSecondary)
                             .lineLimit(2)
                     }
+
+                    if !sessionLabels.isEmpty {
+                        LabelPillsView(labels: sessionLabels, maxVisible: 5)
+                            .padding(.top, 2)
+                    }
                 }
 
                 Spacer()
diff --git a/Packages/CrowUI/Sources/CrowUI/SessionListView.swift b/Packages/CrowUI/Sources/CrowUI/SessionListView.swift
index 324cb27..d7f8781 100644
--- a/Packages/CrowUI/Sources/CrowUI/SessionListView.swift
+++ b/Packages/CrowUI/Sources/CrowUI/SessionListView.swift
@@ -452,6 +452,10 @@ struct SessionRow: View {
         appState.hookState(for: session.id).claudeState
     }
 
+    private var sessionLabels: [String] {
+        appState.labels(forSession: session)
+    }
+
     /// Readiness of the primary terminal for this session.
     private var terminalReadiness: TerminalReadiness? {
         let terminals = appState.terminals(for: session.id)
@@ -568,6 +572,11 @@ struct SessionRow: View {
                     .lineLimit(1)
             }
 
+            // Row 3.5: Labels
+            if !appState.hideSessionDetails, !sessionLabels.isEmpty {
+                LabelPillsView(labels: sessionLabels, maxVisible: 2)
+            }
+
             // Row 4: Issue badge + PR badge + Claude state
             let hasIssueBadge = session.ticketNumber != nil
             let hasBadges = hasIssueBadge || prLink != nil || claudeState != .idle
diff --git a/Packages/CrowUI/Sources/CrowUI/TicketBoardView.swift b/Packages/CrowUI/Sources/CrowUI/TicketBoardView.swift
index 8d1ca96..acdd7b8 100644
--- a/Packages/CrowUI/Sources/CrowUI/TicketBoardView.swift
+++ b/Packages/CrowUI/Sources/CrowUI/TicketBoardView.swift
@@ -499,23 +499,7 @@ struct TicketCard: View {
     }
 
     private var labelRow: some View {
-        HStack(spacing: 4) {
-            ForEach(issue.labels.prefix(3), id: \.self) { label in
-                Text(label)
-                    .font(.system(size: 10))
-                    .padding(.horizontal, 6)
-                    .padding(.vertical, 2)
-                    .background(CorveilTheme.gold.opacity(0.08))
-                    .foregroundStyle(isDone ? CorveilTheme.textMuted : CorveilTheme.textSecondary)
-                    .overlay(Capsule().strokeBorder(CorveilTheme.borderSubtle, lineWidth: 0.5))
-                    .clipShape(Capsule())
-            }
-            if issue.labels.count > 3 {
-                Text("+\(issue.labels.count - 3)")
-                    .font(.system(size: 10))
-                    .foregroundStyle(CorveilTheme.textMuted)
-            }
-        }
+        LabelPillsView(labels: issue.labels, maxVisible: 3, muted: isDone)
     }
 
     private var statusBadge: some View {