diff --git a/backend/src/__tests__/fleet-action-card-endpoints.test.ts b/backend/src/__tests__/fleet-action-card-endpoints.test.ts
new file mode 100644
index 00000000..8203a58b
--- /dev/null
+++ b/backend/src/__tests__/fleet-action-card-endpoints.test.ts
@@ -0,0 +1,331 @@
+/**
+ * Tests for the Fleet Action card preview / estimate endpoints and the dry-run
+ * flag added to the existing fleet-stop / fleet-prune routes.
+ *
+ * Covers:
+ *   - POST /api/fleet/labels/match-preview (new): auth, tier, validation, real return shape.
+ *   - POST /api/fleet/prune/estimate (new): auth, tier, validation, local + remote fan-out.
+ *   - POST /api/fleet/labels/fleet-stop with dryRun: true: rehearses without invoking the destructive leaf.
+ *   - POST /api/fleet/labels/fleet-prune with dryRun: true: rehearses without invoking pruneManagedOnly / pruneSystem.
+ */
+import { beforeAll, beforeEach, afterAll, describe, expect, it, vi } from 'vitest';
+import request from 'supertest';
+import jwt from 'jsonwebtoken';
+import { setupTestDb, cleanupTestDb, TEST_USERNAME, TEST_JWT_SECRET } from './helpers/setupTestDb';
+
+let mockFsStacks: string[] = [];
+const pruneManagedOnly = vi.fn();
+const pruneSystem = vi.fn();
+const estimateManagedReclaim = vi.fn();
+const estimateSystemReclaim = vi.fn();
+const getContainersByStack = vi.fn();
+const stopContainer = vi.fn();
+const restartContainer = vi.fn();
+const invalidateNodeCaches = vi.fn();
+
+vi.mock('../services/FileSystemService', () => ({
+  FileSystemService: {
+    getInstance: vi.fn(() => ({
+      getStacks: vi.fn(async () => mockFsStacks),
+    })),
+  },
+}));
+
+vi.mock('../services/DockerController', () => ({
+  default: {
+    getInstance: vi.fn(() => ({
+      pruneManagedOnly,
+      pruneSystem,
+      estimateManagedReclaim,
+      estimateSystemReclaim,
+      getContainersByStack,
+      stopContainer,
+      restartContainer,
+    })),
+  },
+}));
+
+vi.mock('../helpers/cacheInvalidation', () => ({
+  invalidateNodeCaches,
+}));
+
+let tmpDir: string;
+let app: import('express').Express;
+let authHeader: string;
+let db: import('../services/DatabaseService').DatabaseService;
+let LicenseService: typeof import('../services/LicenseService').LicenseService;
+let activeBulkActions: typeof import('../routes/labels').activeBulkActions;
+let labelCounter = 0;
+
+beforeAll(async () => {
+  tmpDir = await setupTestDb();
+  ({ app } = await import('../index'));
+  ({ LicenseService } = await import('../services/LicenseService'));
+  ({ activeBulkActions } = await import('../routes/labels'));
+  const { DatabaseService } = await import('../services/DatabaseService');
+  db = DatabaseService.getInstance();
+  authHeader = `Bearer ${jwt.sign({ username: TEST_USERNAME }, TEST_JWT_SECRET, { expiresIn: '1m' })}`;
+});
+
+afterAll(() => cleanupTestDb(tmpDir));
+
+beforeEach(() => {
+  // restoreAllMocks resets spies but leaves call history on module-top vi.fn()
+  // mocks intact; clearAllMocks zeroes that history so per-test call counts are
+  // not polluted by earlier tests.
+  vi.restoreAllMocks();
+  vi.clearAllMocks();
+  vi.spyOn(LicenseService.getInstance(), 'getTier').mockReturnValue('paid');
+  mockFsStacks = ['alpha', 'beta'];
+  pruneManagedOnly.mockResolvedValue({ success: true, reclaimedBytes: 0 });
+  pruneSystem.mockResolvedValue({ success: true, reclaimedBytes: 0 });
+  estimateManagedReclaim.mockResolvedValue({ reclaimableBytes: 0 });
+  estimateSystemReclaim.mockResolvedValue({ reclaimableBytes: 0 });
+  getContainersByStack.mockResolvedValue([{ Id: 'container-1' }]);
+  stopContainer.mockResolvedValue(undefined);
+  restartContainer.mockResolvedValue(undefined);
+  activeBulkActions.clear();
+  db.getDb().prepare('DELETE FROM stack_label_assignments').run();
+  db.getDb().prepare('DELETE FROM stack_labels').run();
+});
+
+async function createAssignedLabel(name: string, stacks: string[]) {
+  const created = await request(app)
+    .post('/api/labels')
+    .set('Authorization', authHeader)
+    .send({ name: `${name}-${++labelCounter}`, color: 'teal' });
+  expect(created.status).toBe(201);
+
+  for (const stack of stacks) {
+    const assigned = await request(app)
+      .put(`/api/stacks/${stack}/labels`)
+      .set('Authorization', authHeader)
+      .send({ labelIds: [created.body.id] });
+    expect(assigned.status).toBe(200);
+  }
+
+  return created.body as { id: number; node_id: number; name: string };
+}
+
+describe('POST /api/fleet/labels/match-preview', () => {
+  it('returns 401 without auth', async () => {
+    const res = await request(app)
+      .post('/api/fleet/labels/match-preview')
+      .send({ labelName: 'x' });
+    expect(res.status).toBe(401);
+  });
+
+  it('returns 403 PAID_REQUIRED on community tier', async () => {
+    vi.spyOn(LicenseService.getInstance(), 'getTier').mockReturnValue('community');
+    const res = await request(app)
+      .post('/api/fleet/labels/match-preview')
+      .set('Authorization', authHeader)
+      .send({ labelName: 'x' });
+    expect(res.status).toBe(403);
+    expect(res.body.code).toBe('PAID_REQUIRED');
+  });
+
+  it('returns 400 when labelName is missing or empty', async () => {
+    const a = await request(app)
+      .post('/api/fleet/labels/match-preview')
+      .set('Authorization', authHeader)
+      .send({});
+    expect(a.status).toBe(400);
+    const b = await request(app)
+      .post('/api/fleet/labels/match-preview')
+      .set('Authorization', authHeader)
+      .send({ labelName: '   ' });
+    expect(b.status).toBe(400);
+  });
+
+  it('returns matched counts and per-node stack lists for a real label', async () => {
+    const label = await createAssignedLabel('preview', ['alpha', 'beta']);
+    const res = await request(app)
+      .post('/api/fleet/labels/match-preview')
+      .set('Authorization', authHeader)
+      .send({ labelName: label.name });
+    expect(res.status).toBe(200);
+    expect(res.body.matchedNodes).toBe(1);
+    expect(res.body.matchedStacks).toBe(2);
+    expect(res.body.perNode).toHaveLength(1);
+    expect(res.body.perNode[0].stackCount).toBe(2);
+    expect(res.body.perNode[0].stackNames.sort()).toEqual(['alpha', 'beta']);
+  });
+
+  it('returns zero counts for an unknown label without erroring', async () => {
+    const res = await request(app)
+      .post('/api/fleet/labels/match-preview')
+      .set('Authorization', authHeader)
+      .send({ labelName: 'does-not-exist' });
+    expect(res.status).toBe(200);
+    expect(res.body.matchedNodes).toBe(0);
+    expect(res.body.matchedStacks).toBe(0);
+  });
+});
+
+describe('POST /api/fleet/prune/estimate', () => {
+  it('returns 401 without auth', async () => {
+    const res = await request(app)
+      .post('/api/fleet/prune/estimate')
+      .send({ targets: ['images'], scope: 'managed' });
+    expect(res.status).toBe(401);
+  });
+
+  it('returns 403 PAID_REQUIRED on community tier', async () => {
+    vi.spyOn(LicenseService.getInstance(), 'getTier').mockReturnValue('community');
+    const res = await request(app)
+      .post('/api/fleet/prune/estimate')
+      .set('Authorization', authHeader)
+      .send({ targets: ['images'], scope: 'managed' });
+    expect(res.status).toBe(403);
+  });
+
+  it('returns 400 when targets is empty', async () => {
+    const res = await request(app)
+      .post('/api/fleet/prune/estimate')
+      .set('Authorization', authHeader)
+      .send({ targets: [], scope: 'managed' });
+    expect(res.status).toBe(400);
+  });
+
+  it('aggregates per-node reclaimable bytes from estimateManagedReclaim on the local node', async () => {
+    estimateManagedReclaim.mockImplementation(async (target: string) =>
+      ({ reclaimableBytes: target === 'images' ? 4096 : 256 }));
+    const res = await request(app)
+      .post('/api/fleet/prune/estimate')
+      .set('Authorization', authHeader)
+      .send({ targets: ['images', 'volumes'], scope: 'managed' });
+    expect(res.status).toBe(200);
+    expect(res.body.totalBytes).toBe(4096 + 256);
+    expect(res.body.perNode).toHaveLength(1);
+    expect(res.body.perNode[0].reachable).toBe(true);
+    expect(res.body.perNode[0].reclaimableBytes).toBe(4096 + 256);
+    expect(pruneManagedOnly).not.toHaveBeenCalled();
+    expect(pruneSystem).not.toHaveBeenCalled();
+  });
+
+  it('uses estimateSystemReclaim when scope is "all"', async () => {
+    estimateSystemReclaim.mockResolvedValue({ reclaimableBytes: 1024 });
+    const res = await request(app)
+      .post('/api/fleet/prune/estimate')
+      .set('Authorization', authHeader)
+      .send({ targets: ['images'], scope: 'all' });
+    expect(res.status).toBe(200);
+    expect(estimateManagedReclaim).not.toHaveBeenCalled();
+    expect(estimateSystemReclaim).toHaveBeenCalled();
+    expect(res.body.perNode[0].reclaimableBytes).toBe(1024);
+  });
+
+  it('marks a remote node unreachable when its estimate endpoint is down', async () => {
+    const remoteId = db.addNode({
+      name: 'remote-est',
+      type: 'remote',
+      api_url: 'http://remote-est.example:1852',
+      api_token: 'tok',
+      compose_dir: '/app/compose',
+      is_default: false,
+    });
+    try {
+      vi.spyOn(globalThis, 'fetch').mockRejectedValue(new Error('connect ECONNREFUSED'));
+      const res = await request(app)
+        .post('/api/fleet/prune/estimate')
+        .set('Authorization', authHeader)
+        .send({ targets: ['images'], scope: 'managed' });
+      expect(res.status).toBe(200);
+      const remote = res.body.perNode.find((n: { nodeId: number }) => n.nodeId === remoteId);
+      expect(remote.reachable).toBe(false);
+      expect(remote.error).toMatch(/ECONNREFUSED/);
+      expect(remote.reclaimableBytes).toBe(0);
+    } finally {
+      db.deleteNode(remoteId);
+    }
+  });
+});
+
+describe('POST /api/fleet/labels/fleet-stop with dryRun: true', () => {
+  it('marks each stack dryRun: true and does not invoke containerActionForStack', async () => {
+    const label = await createAssignedLabel('dry-stop', ['alpha', 'beta']);
+    const res = await request(app)
+      .post('/api/fleet/labels/fleet-stop')
+      .set('Authorization', authHeader)
+      .send({ labelName: label.name, dryRun: true });
+    expect(res.status).toBe(200);
+    expect(res.body.results).toHaveLength(1);
+    const node = res.body.results[0];
+    expect(node.matched).toBe(true);
+    expect(node.stackResults).toHaveLength(2);
+    for (const stack of node.stackResults) {
+      expect(stack.success).toBe(true);
+      expect(stack.dryRun).toBe(true);
+    }
+    // containerActionForStack walks DockerController.stopContainer / restartContainer
+    // internally; if dry-run incorrectly invoked it, those mocks would record calls.
+    expect(stopContainer).not.toHaveBeenCalled();
+    expect(restartContainer).not.toHaveBeenCalled();
+    // Dry run must not bust caches.
+    expect(invalidateNodeCaches).not.toHaveBeenCalled();
+  });
+
+  it('still runs the real action when dryRun is omitted', async () => {
+    const label = await createAssignedLabel('real-stop', ['alpha']);
+    const res = await request(app)
+      .post('/api/fleet/labels/fleet-stop')
+      .set('Authorization', authHeader)
+      .send({ labelName: label.name });
+    expect(res.status).toBe(200);
+    // The destructive path invokes containerActionForStack, which in turn calls
+    // DockerController.stopContainer for each container on the matched stack.
+    expect(stopContainer).toHaveBeenCalled();
+    // The destructive path should also have invalidated the local node's cache.
+    expect(invalidateNodeCaches).toHaveBeenCalled();
+  });
+});
+
+describe('POST /api/fleet/labels/fleet-prune with dryRun: true', () => {
+  it('routes to estimateManagedReclaim and marks each target dryRun: true', async () => {
+    estimateManagedReclaim.mockResolvedValue({ reclaimableBytes: 2048 });
+    const res = await request(app)
+      .post('/api/fleet/labels/fleet-prune')
+      .set('Authorization', authHeader)
+      .send({ targets: ['images', 'volumes'], scope: 'managed', dryRun: true });
+    expect(res.status).toBe(200);
+    const node = res.body.results[0];
+    expect(node.reachable).toBe(true);
+    expect(node.targets).toHaveLength(2);
+    for (const t of node.targets) {
+      expect(t.success).toBe(true);
+      expect(t.reclaimedBytes).toBe(2048);
+      expect(t.dryRun).toBe(true);
+    }
+    expect(pruneManagedOnly).not.toHaveBeenCalled();
+    expect(pruneSystem).not.toHaveBeenCalled();
+    expect(estimateManagedReclaim).toHaveBeenCalledTimes(2);
+    expect(invalidateNodeCaches).not.toHaveBeenCalled();
+  });
+
+  it('routes to estimateSystemReclaim when scope is "all"', async () => {
+    estimateSystemReclaim.mockResolvedValue({ reclaimableBytes: 8192 });
+    const res = await request(app)
+      .post('/api/fleet/labels/fleet-prune')
+      .set('Authorization', authHeader)
+      .send({ targets: ['images'], scope: 'all', dryRun: true });
+    expect(res.status).toBe(200);
+    expect(estimateManagedReclaim).not.toHaveBeenCalled();
+    expect(estimateSystemReclaim).toHaveBeenCalled();
+    expect(pruneManagedOnly).not.toHaveBeenCalled();
+    expect(pruneSystem).not.toHaveBeenCalled();
+    expect(res.body.results[0].targets[0].reclaimedBytes).toBe(8192);
+  });
+
+  it('still invokes pruneManagedOnly when dryRun is omitted', async () => {
+    pruneManagedOnly.mockResolvedValue({ success: true, reclaimedBytes: 512 });
+    const res = await request(app)
+      .post('/api/fleet/labels/fleet-prune')
+      .set('Authorization', authHeader)
+      .send({ targets: ['images'], scope: 'managed' });
+    expect(res.status).toBe(200);
+    expect(pruneManagedOnly).toHaveBeenCalled();
+    expect(estimateManagedReclaim).not.toHaveBeenCalled();
+    expect(res.body.results[0].targets[0].dryRun).toBeUndefined();
+  });
+});
diff --git a/backend/src/routes/fleet.ts b/backend/src/routes/fleet.ts
index 61a5587a..8c950b57 100644
--- a/backend/src/routes/fleet.ts
+++ b/backend/src/routes/fleet.ts
@@ -1041,17 +1041,18 @@ fleetRouter.delete('/update-status', authMiddleware, async (req: Request, res: R
 fleetRouter.post('/labels/fleet-stop', authMiddleware, async (req: Request, res: Response): Promise<void> => {
   if (!requirePaid(req, res)) return;
   if (!requireAdmin(req, res)) return;
-  const body = req.body as { labelName?: unknown } | undefined;
+  const body = req.body as { labelName?: unknown; dryRun?: unknown } | undefined;
   if (!body || typeof body !== 'object') {
     res.status(400).json({ error: 'Request body is required' });
     return;
   }
-  const { labelName } = body;
+  const { labelName, dryRun } = body;
   if (typeof labelName !== 'string' || labelName.trim().length === 0) {
     res.status(400).json({ error: 'labelName is required' });
     return;
   }
   const trimmed = labelName.trim();
+  const isDryRun = dryRun === true;
   try {
     const db = DatabaseService.getInstance();
     const nodes = db.getNodes();
@@ -1068,7 +1069,8 @@ fleetRouter.post('/labels/fleet-stop', authMiddleware, async (req: Request, res:
       if (node.type === 'local') {
         // Share the per-node bulk lock with `POST /api/labels/:id/action` so
         // a fleet-stop and a per-label action cannot double-stop the same
-        // containers concurrently on the same local node.
+        // containers concurrently on the same local node. Dry run acquires
+        // the same lock so the rehearsal exercises the same contention path.
         const lockKey = `bulk:${node.id}`;
         if (activeBulkActions.has(lockKey)) {
           return {
@@ -1081,14 +1083,18 @@ fleetRouter.post('/labels/fleet-stop', authMiddleware, async (req: Request, res:
           const fsStacks = await FileSystemService.getInstance(node.id).getStacks();
           const fsStackSet = new Set(fsStacks);
           const validStacks = stackNames.filter(name => fsStackSet.has(name));
-          const stackResults: { stackName: string; success: boolean; error?: string }[] = [];
+          const stackResults: { stackName: string; success: boolean; error?: string; dryRun?: boolean }[] = [];
           for (const stackName of validStacks) {
+            if (isDryRun) {
+              stackResults.push({ stackName, success: true, dryRun: true });
+              continue;
+            }
             const outcome = await containerActionForStack(node.id, stackName, 'stop');
             if (outcome.kind === 'ok') stackResults.push({ stackName, success: true });
             else if (outcome.kind === 'no-containers') stackResults.push({ stackName, success: false, error: 'No containers found for this stack' });
             else stackResults.push({ stackName, success: false, error: outcome.message });
           }
-          if (stackResults.some(r => r.success)) invalidateNodeCaches(node.id);
+          if (!isDryRun && stackResults.some(r => r.success)) invalidateNodeCaches(node.id);
           return { nodeId: node.id, nodeName: node.name, matched: true, stackResults };
         } finally {
           activeBulkActions.delete(lockKey);
@@ -1105,7 +1111,7 @@ fleetRouter.post('/labels/fleet-stop', authMiddleware, async (req: Request, res:
         const response = await fetch(`${node.api_url.replace(/\/$/, '')}/api/labels/${label.id}/action`, {
           method: 'POST',
           headers: { Authorization: `Bearer ${node.api_token}`, 'Content-Type': 'application/json' },
-          body: JSON.stringify({ action: 'stop' }),
+          body: JSON.stringify({ action: 'stop', dryRun: isDryRun }),
           signal: AbortSignal.timeout(60000),
         });
         if (!response.ok) {
@@ -1116,7 +1122,7 @@ fleetRouter.post('/labels/fleet-stop', authMiddleware, async (req: Request, res:
             stackResults: stackNames.map(stackName => ({ stackName, success: false, error: message })),
           };
         }
-        const remote = (await response.json()) as { results?: { stackName: string; success: boolean; error?: string }[] };
+        const remote = (await response.json()) as { results?: { stackName: string; success: boolean; error?: string; dryRun?: boolean }[] };
         return { nodeId: node.id, nodeName: node.name, matched: true, stackResults: remote.results ?? [] };
       } catch (err) {
         const errorMsg = getErrorMessage(err, 'Failed to reach remote node');
@@ -1149,7 +1155,7 @@ fleetRouter.post('/labels/fleet-prune', authMiddleware, async (req: Request, res
   if (!requirePaid(req, res)) return;
   if (!requireAdmin(req, res)) return;
 
-  const body = req.body as { targets?: unknown; scope?: unknown } | undefined;
+  const body = req.body as { targets?: unknown; scope?: unknown; dryRun?: unknown } | undefined;
   if (!body || typeof body !== 'object') {
     res.status(400).json({ error: 'Request body is required' });
     return;
@@ -1169,8 +1175,9 @@ fleetRouter.post('/labels/fleet-prune', authMiddleware, async (req: Request, res
   }
   const targets: FleetPruneTarget[] = Array.from(dedup);
   const scope: 'managed' | 'all' = body.scope === 'all' ? 'all' : 'managed';
+  const isDryRun = body.dryRun === true;
 
-  type TargetResult = { target: FleetPruneTarget; success: boolean; reclaimedBytes: number; error?: string };
+  type TargetResult = { target: FleetPruneTarget; success: boolean; reclaimedBytes: number; error?: string; dryRun?: boolean };
   type NodeResult = {
     nodeId: number; nodeName: string; reachable: boolean; error?: string; targets: TargetResult[];
   };
@@ -1196,6 +1203,13 @@ fleetRouter.post('/labels/fleet-prune', authMiddleware, async (req: Request, res
           let anySuccess = false;
           for (const target of targets) {
             try {
+              if (isDryRun) {
+                const estimate = scope === 'managed'
+                  ? await dockerController.estimateManagedReclaim(target, knownStacks)
+                  : await dockerController.estimateSystemReclaim(target, knownStacks);
+                targetResults.push({ target, success: true, reclaimedBytes: estimate.reclaimableBytes, dryRun: true });
+                continue;
+              }
               const result = scope === 'managed'
                 ? await dockerController.pruneManagedOnly(target, knownStacks)
                 : await dockerController.pruneSystem(target);
@@ -1205,7 +1219,7 @@ fleetRouter.post('/labels/fleet-prune', authMiddleware, async (req: Request, res
               targetResults.push({ target, success: false, reclaimedBytes: 0, error: getErrorMessage(err, 'Prune failed') });
             }
           }
-          if (anySuccess) invalidateNodeCaches(node.id);
+          if (anySuccess && !isDryRun) invalidateNodeCaches(node.id);
           return { nodeId: node.id, nodeName: node.name, reachable: true, targets: targetResults };
         } finally {
           activeBulkActions.delete(lockKey);
@@ -1232,7 +1246,7 @@ fleetRouter.post('/labels/fleet-prune', authMiddleware, async (req: Request, res
           const response = await fetch(`${baseUrl}/api/system/prune/system`, {
             method: 'POST',
             headers: { Authorization: `Bearer ${node.api_token}`, 'Content-Type': 'application/json' },
-            body: JSON.stringify({ target, scope }),
+            body: JSON.stringify({ target, scope, dryRun: isDryRun }),
             signal: AbortSignal.timeout(120000),
           });
           if (!response.ok) {
@@ -1242,12 +1256,14 @@ fleetRouter.post('/labels/fleet-prune', authMiddleware, async (req: Request, res
             targetResults.push({ target, success: false, reclaimedBytes: 0, error: message });
             continue;
           }
-          const remote = (await response.json().catch(() => null)) as { success?: boolean; reclaimedBytes?: number } | null;
+          const remote = (await response.json().catch(() => null)) as { success?: boolean; reclaimedBytes?: number; dryRun?: boolean } | null;
           if (!remote || typeof remote.reclaimedBytes !== 'number') {
             targetResults.push({ target, success: false, reclaimedBytes: 0, error: 'Invalid response from remote node' });
             continue;
           }
-          targetResults.push({ target, success: remote.success !== false, reclaimedBytes: remote.reclaimedBytes });
+          const entry: TargetResult = { target, success: remote.success !== false, reclaimedBytes: remote.reclaimedBytes };
+          if (remote.dryRun) entry.dryRun = true;
+          targetResults.push(entry);
         } catch (err) {
           const message = getErrorMessage(err, 'Failed to reach remote node');
           nodeUnreachable = message;
@@ -1269,6 +1285,158 @@ fleetRouter.post('/labels/fleet-prune', authMiddleware, async (req: Request, res
   }
 });
 
+// ─── Fleet Actions: blast-radius preview endpoints (non-destructive) ───
+//
+// Power the live readouts in the Fleet Action cards. Same auth gates as the
+// destructive endpoints above so the surface stays uniform: an operator who
+// can fire `fleet-stop` is also the operator who can ask how big it would be.
+
+// Per-label fleet preview. Walks the central node list and looks up the label
+// + assignments table for each node. No remote fan-out: stack-to-label
+// assignments live in the central DB even for remote nodes, populated by the
+// nodes' own UIs and synced via Distributed API.
+fleetRouter.post('/labels/match-preview', authMiddleware, async (req: Request, res: Response): Promise<void> => {
+  if (!requirePaid(req, res)) return;
+  if (!requireAdmin(req, res)) return;
+  const body = req.body as { labelName?: unknown } | undefined;
+  if (!body || typeof body !== 'object') {
+    res.status(400).json({ error: 'Request body is required' });
+    return;
+  }
+  const { labelName } = body;
+  if (typeof labelName !== 'string' || labelName.trim().length === 0) {
+    res.status(400).json({ error: 'labelName is required' });
+    return;
+  }
+  const trimmed = labelName.trim();
+  try {
+    const db = DatabaseService.getInstance();
+    const nodes = db.getNodes();
+    let matchedStacks = 0;
+    const perNode = nodes.map((node) => {
+      const label = db.getLabels(node.id).find(l => l.name === trimmed);
+      const stackNames = label ? db.getStacksForLabel(label.id, node.id) : [];
+      matchedStacks += stackNames.length;
+      return {
+        nodeId: node.id,
+        nodeName: node.name,
+        stackCount: stackNames.length,
+        stackNames,
+      };
+    });
+    const matchedNodes = perNode.filter(n => n.stackCount > 0).length;
+    res.json({ matchedNodes, matchedStacks, perNode });
+  } catch (error) {
+    console.error('[Fleet] match-preview error:', error);
+    res.status(500).json({ error: getErrorMessage(error, 'Failed to compute match preview') });
+  }
+});
+
+// Fleet-wide prune size estimate. Local node uses the controller estimate
+// helper; remote nodes hit `/api/system/prune/estimate` per target. Same
+// fan-out shape as `/labels/fleet-prune` minus the locks (estimation is read
+// only).
+fleetRouter.post('/prune/estimate', authMiddleware, async (req: Request, res: Response): Promise<void> => {
+  if (!requirePaid(req, res)) return;
+  if (!requireAdmin(req, res)) return;
+
+  const body = req.body as { targets?: unknown; scope?: unknown } | undefined;
+  if (!body || typeof body !== 'object') {
+    res.status(400).json({ error: 'Request body is required' });
+    return;
+  }
+  const rawTargets = Array.isArray(body.targets) ? body.targets : null;
+  if (!rawTargets || rawTargets.length === 0) {
+    res.status(400).json({ error: 'targets must be a non-empty array' });
+    return;
+  }
+  const dedup = new Set<FleetPruneTarget>();
+  for (const t of rawTargets) {
+    if (typeof t !== 'string' || !(FLEET_PRUNE_TARGETS as readonly string[]).includes(t)) {
+      res.status(400).json({ error: `Invalid target: ${typeof t === 'string' ? t : typeof t}` });
+      return;
+    }
+    dedup.add(t as FleetPruneTarget);
+  }
+  const targets: FleetPruneTarget[] = Array.from(dedup);
+  const scope: 'managed' | 'all' = body.scope === 'all' ? 'all' : 'managed';
+
+  type NodeEstimate = {
+    nodeId: number; nodeName: string; reclaimableBytes: number; reachable: boolean; error?: string;
+  };
+
+  try {
+    const db = DatabaseService.getInstance();
+    const nodes = db.getNodes();
+    const perNode: NodeEstimate[] = await Promise.all(nodes.map(async (node): Promise<NodeEstimate> => {
+      if (node.type === 'local') {
+        try {
+          const knownStacks = scope === 'managed' ? await FileSystemService.getInstance(node.id).getStacks() : [];
+          const dockerController = DockerController.getInstance(node.id);
+          let nodeBytes = 0;
+          for (const target of targets) {
+            const result = scope === 'managed'
+              ? await dockerController.estimateManagedReclaim(target, knownStacks)
+              : await dockerController.estimateSystemReclaim(target, knownStacks);
+            nodeBytes += result.reclaimableBytes;
+          }
+          return { nodeId: node.id, nodeName: node.name, reclaimableBytes: nodeBytes, reachable: true };
+        } catch (err) {
+          return {
+            nodeId: node.id, nodeName: node.name, reclaimableBytes: 0, reachable: false,
+            error: getErrorMessage(err, 'Failed to estimate locally'),
+          };
+        }
+      }
+
+      if (!node.api_url || !node.api_token) {
+        return {
+          nodeId: node.id, nodeName: node.name, reclaimableBytes: 0, reachable: false,
+          error: 'Remote node not configured',
+        };
+      }
+      const baseUrl = node.api_url.replace(/\/$/, '');
+      // Estimate is a live readout; fan out the per-target fetches in parallel
+      // so wall time matches the slowest single call rather than the sum.
+      // (The destructive sibling stays serial because Docker prune is internally
+      // serialized and one failure should short-circuit later targets there.)
+      const perTarget = await Promise.all(targets.map(async (target): Promise<{ bytes: number; error?: string }> => {
+        try {
+          const response = await fetch(`${baseUrl}/api/system/prune/estimate`, {
+            method: 'POST',
+            headers: { Authorization: `Bearer ${node.api_token}`, 'Content-Type': 'application/json' },
+            body: JSON.stringify({ target, scope }),
+            signal: AbortSignal.timeout(15000),
+          });
+          if (!response.ok) {
+            const errBody = (await response.json().catch(() => ({}))) as { error?: string };
+            return { bytes: 0, error: errBody.error || `Remote returned ${response.status}` };
+          }
+          const remote = (await response.json().catch(() => null)) as { reclaimableBytes?: number } | null;
+          if (!remote || typeof remote.reclaimableBytes !== 'number') {
+            return { bytes: 0, error: 'Invalid response from remote node' };
+          }
+          return { bytes: remote.reclaimableBytes };
+        } catch (err) {
+          return { bytes: 0, error: getErrorMessage(err, 'Failed to reach remote node') };
+        }
+      }));
+      const firstError = perTarget.find(t => t.error)?.error;
+      if (firstError) {
+        return { nodeId: node.id, nodeName: node.name, reclaimableBytes: 0, reachable: false, error: firstError };
+      }
+      const nodeBytes = perTarget.reduce((sum, t) => sum + t.bytes, 0);
+      return { nodeId: node.id, nodeName: node.name, reclaimableBytes: nodeBytes, reachable: true };
+    }));
+
+    const totalBytes = perNode.reduce((acc, n) => acc + (n.reachable ? n.reclaimableBytes : 0), 0);
+    res.json({ totalBytes, perNode });
+  } catch (error) {
+    console.error('[Fleet] prune-estimate error:', error);
+    res.status(500).json({ error: getErrorMessage(error, 'Failed to compute prune estimate') });
+  }
+});
+
 // ─── Fleet Snapshots (manual: Community; scheduled: Skipper+) ───
 
 fleetRouter.post('/snapshots', authMiddleware, async (req: Request, res: Response): Promise<void> => {
diff --git a/backend/src/routes/labels.ts b/backend/src/routes/labels.ts
index 07d26e80..b1bd48c7 100644
--- a/backend/src/routes/labels.ts
+++ b/backend/src/routes/labels.ts
@@ -172,12 +172,13 @@ labelsRouter.post('/:id/action', authMiddleware, async (req: Request, res: Respo
   try {
     const id = parseIntParam(req, res, 'id', 'label ID');
     if (id === null) return;
-    const { action } = req.body;
+    const { action, dryRun } = req.body;
     const validActions = ['deploy', 'stop', 'restart'];
     if (!action || !validActions.includes(action)) {
       res.status(400).json({ error: `action must be one of: ${validActions.join(', ')}` });
       return;
     }
+    const isDryRun = dryRun === true;
 
     const nodeId = req.nodeId ?? 0;
 
@@ -200,11 +201,17 @@ labelsRouter.post('/:id/action', authMiddleware, async (req: Request, res: Respo
       const fsStackNames = new Set(fsStacks);
       const validStacks = stackNames.filter(name => fsStackNames.has(name));
 
-      if (isDebugEnabled()) console.debug('[Labels:debug] Bulk action start:', { id, action, nodeId, totalLabeled: stackNames.length, validStacks: validStacks.length });
+      if (isDebugEnabled()) console.debug('[Labels:debug] Bulk action start:', { id, action, nodeId, totalLabeled: stackNames.length, validStacks: validStacks.length, dryRun: isDryRun });
 
-      const results: { stackName: string; success: boolean; error?: string }[] = [];
+      const results: { stackName: string; success: boolean; error?: string; dryRun?: boolean }[] = [];
 
       for (const stackName of validStacks) {
+        if (isDryRun) {
+          // Rehearse the action under the same lock + label resolution + fs
+          // intersection. Skip the destructive leaf call.
+          results.push({ stackName, success: true, dryRun: true });
+          continue;
+        }
         try {
           if (action === 'deploy') {
             const gate = await enforcePolicyPreDeploy(
@@ -235,10 +242,10 @@ labelsRouter.post('/:id/action', authMiddleware, async (req: Request, res: Respo
 
       const succeeded = results.filter(r => r.success).length;
       const failed = results.length - succeeded;
-      console.log(`[Labels] Bulk ${sanitizeForLog(action)} on label ${id}: ${validStacks.length} stacks (${succeeded} succeeded, ${failed} failed)`);
-      if (isDebugEnabled()) console.debug('[Labels:debug] Bulk action complete:', { id, action, total: results.length, succeeded, failed });
+      console.log(`[Labels] Bulk ${sanitizeForLog(action)}${isDryRun ? ' (dry run)' : ''} on label ${id}: ${validStacks.length} stacks (${succeeded} succeeded, ${failed} failed)`);
+      if (isDebugEnabled()) console.debug('[Labels:debug] Bulk action complete:', { id, action, total: results.length, succeeded, failed, dryRun: isDryRun });
 
-      if (succeeded > 0) {
+      if (succeeded > 0 && !isDryRun) {
         invalidateNodeCaches(req.nodeId);
       }
       res.json({ results });
diff --git a/backend/src/routes/systemMaintenance.ts b/backend/src/routes/systemMaintenance.ts
index 32f2575b..ba9ac534 100644
--- a/backend/src/routes/systemMaintenance.ts
+++ b/backend/src/routes/systemMaintenance.ts
@@ -49,15 +49,37 @@ systemMaintenanceRouter.post('/prune/orphans', async (req: Request, res: Respons
 systemMaintenanceRouter.post('/prune/system', async (req: Request, res: Response) => {
   if (!requireAdmin(req, res)) return;
   try {
-    const { target, scope } = req.body as { target: string; scope?: string };
+    const { target, scope, dryRun } = req.body as { target: string; scope?: string; dryRun?: boolean };
     if (!['containers', 'images', 'networks', 'volumes'].includes(target)) {
       return res.status(400).json({ error: 'Invalid prune target' });
     }
 
     const pruneScope = scope === 'managed' ? 'managed' : 'all';
-    console.log(`[Resources] System prune: ${target} (scope: ${pruneScope})`);
+    const isDryRun = dryRun === true;
     const dockerController = DockerController.getInstance(req.nodeId);
 
+    if (isDryRun) {
+      // Rehearse the destructive path: same scope resolution, same Docker
+      // enumeration, no remove calls. Containers have no managed estimate
+      // helper because pruneManagedOnly does not handle them.
+      const knownStacks = await FileSystemService.getInstance(req.nodeId).getStacks();
+      let estimate: { reclaimableBytes: number };
+      if (pruneScope === 'managed' && target !== 'containers') {
+        estimate = await dockerController.estimateManagedReclaim(
+          target as 'images' | 'volumes' | 'networks',
+          knownStacks,
+        );
+      } else {
+        estimate = await dockerController.estimateSystemReclaim(
+          target as 'containers' | 'images' | 'networks' | 'volumes',
+          knownStacks,
+        );
+      }
+      res.json({ message: 'Dry run', success: true, dryRun: true, reclaimedBytes: estimate.reclaimableBytes });
+      return;
+    }
+
+    console.log(`[Resources] System prune: ${target} (scope: ${pruneScope})`);
     let result: { success: boolean; reclaimedBytes: number };
     if (pruneScope === 'managed' && target !== 'containers') {
       const knownStacks = await FileSystemService.getInstance(req.nodeId).getStacks();
@@ -80,6 +102,41 @@ systemMaintenanceRouter.post('/prune/system', async (req: Request, res: Response
   }
 });
 
+// Non-destructive size estimate for a prune target/scope. The Fleet Actions
+// "Prune fleet-wide" card calls this on each remote node to populate its live
+// blast-radius readout before the operator confirms. Reuses the same Docker
+// enumeration as `/prune/system` so the estimate matches what the destructive
+// path would reclaim.
+systemMaintenanceRouter.post('/prune/estimate', async (req: Request, res: Response) => {
+  if (!requireAdmin(req, res)) return;
+  try {
+    const { target, scope } = req.body as { target: string; scope?: string };
+    if (!['containers', 'images', 'networks', 'volumes'].includes(target)) {
+      return res.status(400).json({ error: 'Invalid prune target' });
+    }
+    const pruneScope = scope === 'managed' ? 'managed' : 'all';
+    const dockerController = DockerController.getInstance(req.nodeId);
+    const knownStacks = await FileSystemService.getInstance(req.nodeId).getStacks();
+
+    let result: { reclaimableBytes: number };
+    if (pruneScope === 'managed' && target !== 'containers') {
+      result = await dockerController.estimateManagedReclaim(
+        target as 'images' | 'volumes' | 'networks',
+        knownStacks,
+      );
+    } else {
+      result = await dockerController.estimateSystemReclaim(
+        target as 'containers' | 'images' | 'networks' | 'volumes',
+        knownStacks,
+      );
+    }
+    res.json({ reclaimableBytes: result.reclaimableBytes });
+  } catch (error: unknown) {
+    console.error('Prune estimate error:', error);
+    res.status(500).json({ error: 'Failed to estimate reclaimable bytes' });
+  }
+});
+
 systemMaintenanceRouter.get('/docker-df', async (req: Request, res: Response) => {
   try {
     const knownStacks = await FileSystemService.getInstance(req.nodeId).getStacks();
diff --git a/backend/src/services/DockerController.ts b/backend/src/services/DockerController.ts
index ff9c1ff1..9a498235 100644
--- a/backend/src/services/DockerController.ts
+++ b/backend/src/services/DockerController.ts
@@ -386,6 +386,69 @@ class DockerController {
     return { success: true, reclaimedBytes };
   }
 
+  /**
+   * Non-destructive sibling of `pruneManagedOnly` used by the dry-run path and
+   * the `/api/system/prune/estimate` route. Walks the same filter rules but
+   * does not call `.remove()`. Kept structurally parallel to the destructive
+   * method so the two stay in lockstep when the enumeration logic changes.
+   */
+  public async estimateManagedReclaim(
+    target: 'images' | 'volumes' | 'networks',
+    knownStackNames: string[],
+  ): Promise<{ reclaimableBytes: number }> {
+    const knownSet = new Set(knownStackNames);
+    const projectToStack = await DockerController.resolveProjectNameMap(knownStackNames);
+    let reclaimableBytes = 0;
+
+    if (target === 'volumes') {
+      const rawVolumeData = await this.docker.listVolumes();
+      const rawVolumes: any[] = (this.validateApiData<any>(rawVolumeData)).Volumes || [];
+      const prunable = rawVolumes.filter((v: any) => {
+        return !!DockerController.resolveProjectLabel(v.Labels?.['com.docker.compose.project'], knownSet, projectToStack)
+          && (v.UsageData?.RefCount ?? 1) === 0;
+      });
+      for (const vol of prunable) reclaimableBytes += vol.UsageData?.Size ?? 0;
+    } else if (target === 'networks') {
+      // Networks have no on-disk size; the dry-run still reports 0 so the
+      // shape matches the destructive path.
+    } else if (target === 'images') {
+      const allContainers = await this.docker.listContainers({ all: true });
+      const resolvedBase = path.resolve(COMPOSE_DIR);
+      const absDirToStack = DockerController.buildAbsDirMap(knownStackNames);
+      const unmanagedImageIds = new Set<string>();
+      for (const c of allContainers as any[]) {
+        const stack = DockerController.resolveContainerStack(
+          c.Labels, projectToStack, knownSet, absDirToStack, resolvedBase,
+        );
+        if (!stack) unmanagedImageIds.add(c.ImageID);
+      }
+      const rawImages = await this.docker.listImages({ all: false });
+      const prunable = (rawImages as any[]).filter((img: any) =>
+        img.Containers === 0 && !unmanagedImageIds.has(img.Id),
+      );
+      for (const img of prunable) reclaimableBytes += img.Size ?? 0;
+    }
+
+    return { reclaimableBytes };
+  }
+
+  /**
+   * Non-destructive estimate for the `all` (system) prune scope. Reuses the
+   * same disk-usage source as the resources page so the readout matches what
+   * the operator already sees there.
+   */
+  public async estimateSystemReclaim(
+    target: 'containers' | 'images' | 'networks' | 'volumes',
+    knownStackNames: string[],
+  ): Promise<{ reclaimableBytes: number }> {
+    const df = await this.getDiskUsageClassified(knownStackNames);
+    if (target === 'images') return { reclaimableBytes: df.reclaimableImages };
+    if (target === 'containers') return { reclaimableBytes: df.reclaimableContainers };
+    if (target === 'volumes') return { reclaimableBytes: df.reclaimableVolumes };
+    // Networks have no on-disk size.
+    return { reclaimableBytes: 0 };
+  }
+
   public async getDiskUsageClassified(knownStackNames: string[]): Promise<{
     reclaimableImages: number;
     reclaimableContainers: number;
diff --git a/frontend/src/components/fleet/FleetActions/FleetActionsTab.tsx b/frontend/src/components/fleet/FleetActions/FleetActionsTab.tsx
index dc234eee..debaa1d4 100644
--- a/frontend/src/components/fleet/FleetActions/FleetActionsTab.tsx
+++ b/frontend/src/components/fleet/FleetActions/FleetActionsTab.tsx
@@ -1,4 +1,4 @@
-import { Square, Tags, Eraser } from 'lucide-react';
+import { Tags } from 'lucide-react';
 import { useLicense } from '@/context/LicenseContext';
 import type { FleetNode } from '@/components/FleetView/types';
 import { LabelFleetStopCard } from './cards/LabelFleetStopCard';
@@ -19,22 +19,24 @@ export function FleetActionsTab({ nodes }: Props) {
   }
 
   if (!isPaid) {
-    // Every action is Skipper+. Community users see a calm empty state with
-    // upgrade context rather than a stripped-down launcher.
-    return (
-      <EmptyState />
-    );
+    return <EmptyState />;
   }
 
+  // Grid breakpoints per audit §18.7: 1 / 2 / 3 columns at 760 / 1280. The
+  // 4-column breakpoint is reserved for when a 4th card lands; v1 has three
+  // so it is intentionally omitted to avoid a hanging gap on wide displays.
   return (
-    <div className="grid grid-cols-1 lg:grid-cols-2 xl:grid-cols-3 gap-4">
-      <LabelFleetStopCard nodes={nodes} accentTone="rose" icon={Square} />
-      <BulkLabelAssignCard nodes={nodes} accentTone="purple" icon={Tags} />
-      <FleetPruneCard nodes={nodes} accentTone="amber" icon={Eraser} />
+    <div className="grid grid-cols-1 lg:grid-cols-2 xl:grid-cols-3 gap-[18px] items-start auto-rows-min">
+      <LabelFleetStopCard nodes={nodes} />
+      <BulkLabelAssignCard nodes={nodes} />
+      <FleetPruneCard nodes={nodes} />
     </div>
   );
 }
 
+// Note: the §18.8 Community-tier "single full-width card with cyan rail + locked
+// footer (shell only, no upsell)" redesign is deferred to a follow-up PR.
+// Tracked in docs/internal/refactor/fleet-action-card-migration.md.
 function EmptyState() {
   return (
     <div className="rounded-lg border border-card-border/60 bg-card p-8 text-center">
diff --git a/frontend/src/components/fleet/FleetActions/cards/BulkLabelAssignCard.tsx b/frontend/src/components/fleet/FleetActions/cards/BulkLabelAssignCard.tsx
index ccc9cb25..a1fe800a 100644
--- a/frontend/src/components/fleet/FleetActions/cards/BulkLabelAssignCard.tsx
+++ b/frontend/src/components/fleet/FleetActions/cards/BulkLabelAssignCard.tsx
@@ -1,11 +1,9 @@
 import { useEffect, useMemo, useState } from 'react';
-import type { LucideIcon } from 'lucide-react';
-import { Loader2, Server } from 'lucide-react';
-import { Card, CardContent } from '@/components/ui/card';
 import { Button } from '@/components/ui/button';
 import { ConfirmModal } from '@/components/ui/modal';
 import { Checkbox } from '@/components/ui/checkbox';
-import { Select, SelectContent, SelectItem, SelectTrigger, SelectValue } from '@/components/ui/select';
+import { FleetActionCard } from '@/components/ui/fleet-action-card';
+import { SheetSection } from '@/components/ui/system-sheet';
 import { LabelPill } from '@/components/LabelPill';
 import { fetchForNode } from '@/lib/api';
 import { toast } from '@/components/ui/toast-store';
@@ -13,20 +11,17 @@ import { cn } from '@/lib/utils';
 import type { FleetNode } from '@/components/FleetView/types';
 import type { Label } from '@/components/label-types';
 import { ResultsList, type ResultRow } from '../ResultsList';
-import { TONE_RAIL, TONE_BG, type AccentTone } from './tone';
 
 interface NodeStackResult { stackName: string; success: boolean; error?: string }
 
 interface Props {
   nodes: FleetNode[];
-  icon: LucideIcon;
-  accentTone: AccentTone;
 }
 
-export function BulkLabelAssignCard({ nodes, icon: Icon, accentTone }: Props) {
-  const [selectedNodeId, setSelectedNodeId] = useState<string>(() => {
+export function BulkLabelAssignCard({ nodes }: Props) {
+  const [selectedNodeId, setSelectedNodeId] = useState<number>(() => {
     const local = nodes.find(n => n.type === 'local');
-    return String(local?.id ?? nodes[0]?.id ?? '');
+    return Number(local?.id ?? nodes[0]?.id ?? 0);
   });
   const [stacks, setStacks] = useState<string[]>([]);
   const [labels, setLabels] = useState<Label[]>([]);
@@ -37,12 +32,10 @@ export function BulkLabelAssignCard({ nodes, icon: Icon, accentTone }: Props) {
   const [running, setRunning] = useState(false);
   const [results, setResults] = useState<ResultRow[]>([]);
 
-  const nodeId = useMemo(() => Number(selectedNodeId) || 0, [selectedNodeId]);
-  const selectedNode = useMemo(() => nodes.find(n => n.id === nodeId), [nodes, nodeId]);
+  const selectedNode = useMemo(() => nodes.find(n => n.id === selectedNodeId), [nodes, selectedNodeId]);
 
-  // Load stacks + labels whenever the node changes.
   useEffect(() => {
-    if (!nodeId) return;
+    if (!selectedNodeId) return;
     let cancelled = false;
     async function load() {
       setLoadingLists(true);
@@ -51,8 +44,8 @@ export function BulkLabelAssignCard({ nodes, icon: Icon, accentTone }: Props) {
       setResults([]);
       try {
         const [stacksRes, labelsRes] = await Promise.all([
-          fetchForNode(`/fleet/node/${nodeId}/stacks`, nodeId),
-          fetchForNode('/labels', nodeId),
+          fetchForNode(`/fleet/node/${selectedNodeId}/stacks`, selectedNodeId),
+          fetchForNode('/labels', selectedNodeId),
         ]);
         const stacksList = stacksRes.ok ? ((await stacksRes.json()) as string[]) : [];
         const labelsList = labelsRes.ok ? ((await labelsRes.json()) as Label[]) : [];
@@ -71,7 +64,7 @@ export function BulkLabelAssignCard({ nodes, icon: Icon, accentTone }: Props) {
     }
     load();
     return () => { cancelled = true; };
-  }, [nodeId]);
+  }, [selectedNodeId]);
 
   function toggleStack(stackName: string) {
     setSelectedStacks(prev => {
@@ -93,6 +86,11 @@ export function BulkLabelAssignCard({ nodes, icon: Icon, accentTone }: Props) {
     if (selectedStacks.size === stacks.length) setSelectedStacks(new Set());
     else setSelectedStacks(new Set(stacks));
   }
+  function clearSelection() {
+    setSelectedStacks(new Set());
+    setSelectedLabels(new Set());
+    setResults([]);
+  }
 
   async function run() {
     if (selectedStacks.size === 0) return;
@@ -101,7 +99,7 @@ export function BulkLabelAssignCard({ nodes, icon: Icon, accentTone }: Props) {
     const toastId = toast.loading(`Assigning labels to ${assignments.length} stack${assignments.length === 1 ? '' : 's'}…`);
     setRunning(true);
     try {
-      const res = await fetchForNode('/fleet-actions/labels/bulk-assign', nodeId, {
+      const res = await fetchForNode('/fleet-actions/labels/bulk-assign', selectedNodeId, {
         method: 'POST',
         body: JSON.stringify({ assignments }),
       });
@@ -131,147 +129,159 @@ export function BulkLabelAssignCard({ nodes, icon: Icon, accentTone }: Props) {
     }
   }
 
+  const blastValue = useMemo(() => {
+    if (selectedStacks.size === 0 || selectedLabels.size === 0 || !selectedNode) return 'awaiting target';
+    const stackLabel = `${selectedStacks.size} ${selectedStacks.size === 1 ? 'stack' : 'stacks'}`;
+    // "local · " prefix triggers the primitive's cyan-dot path per §18.5.
+    if (selectedNode.type === 'local') return `local · ${stackLabel}`;
+    return `${selectedNode.name} · ${stackLabel}`;
+  }, [selectedNode, selectedStacks.size, selectedLabels.size]);
+
   return (
-    <Card className="relative overflow-hidden bg-card shadow-card-bevel">
-      <span aria-hidden className={cn('absolute inset-y-0 left-0 w-[3px]', TONE_RAIL[accentTone])} />
-      <CardContent className="p-6">
-        <div className="flex items-start gap-3 mb-4">
-          <span className={cn('inline-flex h-10 w-10 shrink-0 items-center justify-center rounded-md', TONE_BG[accentTone])}>
-            <Icon className="h-5 w-5" strokeWidth={1.5} />
-          </span>
-          <div className="flex-1">
-            <h3 className="text-base font-medium text-stat-value">Bulk label assign</h3>
-            <p className="mt-1 text-xs text-stat-subtitle">
-              Pick a node, multi-select stacks, and replace their labels in one shot.
-            </p>
-          </div>
-        </div>
+    <>
+      <FleetActionCard
+        crumb={['Fleet', 'Actions', 'Bulk label assign']}
+        name="Bulk label assign."
+        meta="one node · multi-stack · replaces existing label set"
+        actionClass="transformative"
+        blastRadius={{ value: blastValue }}
+        secondaryAction={{
+          label: 'Reset',
+          onClick: clearSelection,
+          disabled: running || (selectedStacks.size === 0 && selectedLabels.size === 0),
+        }}
+        primaryAction={{
+          label: 'Apply',
+          onClick: () => setConfirmOpen(true),
+          variant: 'primary',
+          disabled: running || selectedStacks.size === 0 || selectedLabels.size === 0,
+        }}
+        footerContext="Reversible · yes · reassign anytime"
+      >
+        <SheetSection title="Node" meta={loadingLists ? 'loading…' : undefined}>
+          <NodeSegmented
+            nodes={nodes}
+            value={selectedNodeId}
+            onChange={setSelectedNodeId}
+            disabled={running}
+          />
+        </SheetSection>
 
-        <div className="space-y-3">
-          <div className="flex items-center gap-2">
-            <Server className="h-3.5 w-3.5 text-stat-subtitle" strokeWidth={1.5} />
-            <Select value={selectedNodeId} onValueChange={setSelectedNodeId} disabled={running}>
-              <SelectTrigger className="w-56 h-8 text-xs">
-                <SelectValue placeholder="Select a node" />
-              </SelectTrigger>
-              <SelectContent>
-                {nodes.map(n => (
-                  <SelectItem key={n.id} value={String(n.id)}>
-                    {n.name} {n.type === 'local' ? '(local)' : ''}
-                  </SelectItem>
-                ))}
-              </SelectContent>
-            </Select>
-            {loadingLists && <span className="text-xs text-stat-subtitle">Loading…</span>}
-          </div>
-
-          <div>
-            <div className="flex items-center justify-between mb-1.5">
-              <span className="text-[10px] uppercase tracking-wide text-stat-subtitle">
-                Stacks ({selectedStacks.size}/{stacks.length})
+        <SheetSection
+          title={`Stacks · ${selectedStacks.size} / ${stacks.length}`}
+          meta={stacks.length > 0
+            ? (selectedStacks.size === stacks.length ? 'all selected' : 'multi-select')
+            : undefined}
+        >
+          <div className="grid gap-0.5 max-h-44 overflow-auto pr-1 border border-card-border/40 rounded-md p-2">
+            {stacks.length === 0 && (
+              <span className="text-xs text-stat-subtitle">
+                {loadingLists ? 'Loading…' : selectedNode ? `No stacks on ${selectedNode.name}.` : 'Pick a node.'}
               </span>
-              {stacks.length > 0 && (
-                <button
-                  type="button"
+            )}
+            {stacks.map(stackName => (
+              <label
+                key={stackName}
+                className="flex items-center gap-2 py-1 px-1 rounded hover:bg-glass-highlight cursor-pointer"
+              >
+                <Checkbox
+                  checked={selectedStacks.has(stackName)}
+                  onCheckedChange={() => toggleStack(stackName)}
                   disabled={running}
-                  onClick={toggleAllStacks}
-                  className="text-xs text-stat-subtitle hover:text-stat-value disabled:opacity-50"
-                >
-                  {selectedStacks.size === stacks.length ? 'Clear' : 'Select all'}
-                </button>
-              )}
-            </div>
-            <div className="grid gap-0.5 max-h-44 overflow-auto pr-1 border border-card-border/40 rounded-md p-2">
-              {stacks.length === 0 && (
-                <span className="text-xs text-stat-subtitle">
-                  {loadingLists ? 'Loading…' : selectedNode ? `No stacks on ${selectedNode.name}.` : 'Pick a node.'}
-                </span>
-              )}
-              {stacks.map(stackName => (
-                <label
-                  key={stackName}
-                  className="flex items-center gap-2 py-1 px-1 rounded hover:bg-glass-highlight cursor-pointer"
-                >
-                  <Checkbox
-                    checked={selectedStacks.has(stackName)}
-                    onCheckedChange={() => toggleStack(stackName)}
-                    disabled={running}
-                  />
-                  <span className="text-xs font-mono text-stat-value">{stackName}</span>
-                </label>
-              ))}
-            </div>
-          </div>
-
-          <div>
-            <div className="text-[10px] uppercase tracking-wide text-stat-subtitle mb-1.5">
-              Labels ({selectedLabels.size}/{labels.length})
-            </div>
-            <div className="flex flex-wrap gap-1.5 max-h-32 overflow-auto p-2 border border-card-border/40 rounded-md">
-              {labels.length === 0 && (
-                <span className="text-xs text-stat-subtitle">
-                  {loadingLists ? 'Loading…' : selectedNode ? `No labels defined on ${selectedNode.name}.` : ''}
-                </span>
-              )}
-              {labels.map(label => (
-                <LabelPill
-                  key={label.id}
-                  label={label}
-                  active={selectedLabels.has(label.id)}
-                  onClick={() => !running && toggleLabel(label.id)}
                 />
-              ))}
-            </div>
+                <span className="text-xs font-mono text-stat-value">{stackName}</span>
+              </label>
+            ))}
           </div>
+          {stacks.length > 0 && (
+            <button
+              type="button"
+              disabled={running}
+              onClick={toggleAllStacks}
+              className="mt-2 font-mono text-[10px] uppercase tracking-[0.18em] text-stat-subtitle hover:text-stat-value disabled:opacity-50"
+            >
+              {selectedStacks.size === stacks.length ? 'Clear all' : 'Select all'}
+            </button>
+          )}
+        </SheetSection>
 
-          <p className="text-[11px] text-stat-subtitle">
+        <SheetSection
+          title={`Labels · ${selectedLabels.size} / ${labels.length}`}
+          meta="replaces existing"
+        >
+          <div className="flex flex-wrap gap-1.5 max-h-32 overflow-auto p-2 border border-card-border/40 rounded-md">
+            {labels.length === 0 && (
+              <span className="text-xs text-stat-subtitle">
+                {loadingLists ? 'Loading…' : selectedNode ? `No labels defined on ${selectedNode.name}.` : ''}
+              </span>
+            )}
+            {labels.map(label => (
+              <LabelPill
+                key={label.id}
+                label={label}
+                active={selectedLabels.has(label.id)}
+                onClick={() => !running && toggleLabel(label.id)}
+              />
+            ))}
+          </div>
+          <p className="mt-2 text-[11px] text-stat-subtitle">
             Selected labels replace each chosen stack's existing label set on this node.
             Selecting no labels clears assignments.
           </p>
+        </SheetSection>
 
-          <div className="flex items-center gap-2">
-            <Button
-              variant="outline"
-              size="sm"
-              disabled={running || selectedStacks.size === 0}
-              onClick={() => setConfirmOpen(true)}
-              className="gap-2"
-            >
-              {running ? <Loader2 className="h-3.5 w-3.5 animate-spin" strokeWidth={1.5} /> : <Icon className="h-3.5 w-3.5" strokeWidth={1.5} />}
-              Apply to {selectedStacks.size} stack{selectedStacks.size === 1 ? '' : 's'}
-            </Button>
-            {!running && results.length > 0 && (
-              <button
-                type="button"
-                onClick={() => setResults([])}
-                className="text-xs text-stat-subtitle hover:text-stat-value"
-              >
-                Clear results
-              </button>
-            )}
-          </div>
+        {results.length > 0 && (
+          <SheetSection title="Per-stack results">
+            <ResultsList results={results} />
+          </SheetSection>
+        )}
+      </FleetActionCard>
 
-          {results.length > 0 && (
-            <ResultsList title="Per-stack results" results={results} />
-          )}
-        </div>
-
-        <ConfirmModal
-          open={confirmOpen}
-          onOpenChange={(open) => { if (!open) setConfirmOpen(false); }}
-          variant="default"
-          kicker="Bulk label assign"
-          title={`Apply ${selectedLabels.size} label${selectedLabels.size === 1 ? '' : 's'} to ${selectedStacks.size} stack${selectedStacks.size === 1 ? '' : 's'}?`}
-          description={
-            selectedLabels.size === 0
-              ? 'No labels selected, this will clear existing assignments on the selected stacks.'
-              : `Each selected stack's existing label set on ${selectedNode?.name ?? 'this node'} will be replaced with the chosen labels.`
-          }
-          confirmLabel="Apply"
-          confirming={running}
-          onConfirm={run}
-        />
-      </CardContent>
-    </Card>
+      <ConfirmModal
+        open={confirmOpen}
+        onOpenChange={(open) => { if (!open) setConfirmOpen(false); }}
+        variant="default"
+        kicker="Bulk label assign"
+        title={`Apply ${selectedLabels.size} label${selectedLabels.size === 1 ? '' : 's'} to ${selectedStacks.size} stack${selectedStacks.size === 1 ? '' : 's'}?`}
+        description={
+          selectedLabels.size === 0
+            ? 'No labels selected, this will clear existing assignments on the selected stacks.'
+            : `Each selected stack's existing label set on ${selectedNode?.name ?? 'this node'} will be replaced with the chosen labels.`
+        }
+        confirmLabel="Apply"
+        confirming={running}
+        onConfirm={run}
+      />
+    </>
+  );
+}
+
+interface NodeSegmentedProps {
+  nodes: FleetNode[];
+  value: number;
+  onChange: (id: number) => void;
+  disabled: boolean;
+}
+
+function NodeSegmented({ nodes, value, onChange, disabled }: NodeSegmentedProps) {
+  return (
+    <div className="inline-flex flex-wrap rounded-md border border-card-border/60 overflow-hidden">
+      {nodes.map(n => {
+        const active = n.id === value;
+        return (
+          <Button
+            key={n.id}
+            type="button"
+            variant={active ? 'default' : 'outline'}
+            size="sm"
+            disabled={disabled}
+            onClick={() => onChange(n.id)}
+            className={cn('rounded-none border-0 h-8 px-3 text-xs', active && 'pointer-events-none')}
+          >
+            {n.name}{n.type === 'local' ? ' (local)' : ''}
+          </Button>
+        );
+      })}
+    </div>
   );
 }
diff --git a/frontend/src/components/fleet/FleetActions/cards/FleetPruneCard.tsx b/frontend/src/components/fleet/FleetActions/cards/FleetPruneCard.tsx
index ea047db7..a2f8cebb 100644
--- a/frontend/src/components/fleet/FleetActions/cards/FleetPruneCard.tsx
+++ b/frontend/src/components/fleet/FleetActions/cards/FleetPruneCard.tsx
@@ -1,16 +1,14 @@
-import { useState } from 'react';
-import type { LucideIcon } from 'lucide-react';
-import { Loader2, AlertTriangle } from 'lucide-react';
-import { Card, CardContent } from '@/components/ui/card';
+import { useEffect, useMemo, useRef, useState } from 'react';
 import { Button } from '@/components/ui/button';
 import { Checkbox } from '@/components/ui/checkbox';
 import { ConfirmModal } from '@/components/ui/modal';
+import { FleetActionCard } from '@/components/ui/fleet-action-card';
+import { SheetSection } from '@/components/ui/system-sheet';
 import { apiFetch } from '@/lib/api';
 import { toast } from '@/components/ui/toast-store';
 import { cn, formatBytes } from '@/lib/utils';
 import type { FleetNode } from '@/components/FleetView/types';
 import { ResultsList, type ResultRow } from '../ResultsList';
-import { TONE_RAIL, TONE_BG, type AccentTone } from './tone';
 
 type PruneTarget = 'images' | 'volumes' | 'networks';
 type PruneScope = 'managed' | 'all';
@@ -21,24 +19,35 @@ const ALL_TARGETS: ReadonlyArray<{ id: PruneTarget; label: string }> = [
   { id: 'networks', label: 'Networks' },
 ];
 
-interface TargetResult { target: PruneTarget; success: boolean; reclaimedBytes: number; error?: string }
+interface TargetResult { target: PruneTarget; success: boolean; reclaimedBytes: number; error?: string; dryRun?: boolean }
 interface FleetPruneNodeResult {
   nodeId: number; nodeName: string; reachable: boolean; error?: string; targets: TargetResult[];
 }
 
+interface PruneEstimateNode { nodeId: number; nodeName: string; reclaimableBytes: number; reachable: boolean; error?: string }
+interface PruneEstimateResponse { totalBytes: number; perNode: PruneEstimateNode[] }
+
+type EstimateState =
+  | { kind: 'idle' }
+  | { kind: 'loading' }
+  | { kind: 'unavailable' }
+  | { kind: 'ready'; data: PruneEstimateResponse };
+
 interface Props {
   nodes: FleetNode[];
-  icon: LucideIcon;
-  accentTone: AccentTone;
 }
 
-export function FleetPruneCard({ nodes, icon: Icon, accentTone }: Props) {
+const KICKER = 'font-mono text-[10px] uppercase tracking-[0.18em]';
+const ESTIMATE_ROW_LIMIT = 6;
+
+export function FleetPruneCard({ nodes }: Props) {
   const nodeCount = nodes.length;
   const [targets, setTargets] = useState<Set<PruneTarget>>(new Set(['images']));
   const [scope, setScope] = useState<PruneScope>('managed');
   const [confirmOpen, setConfirmOpen] = useState(false);
   const [running, setRunning] = useState(false);
   const [results, setResults] = useState<ResultRow[]>([]);
+  const [estimate, setEstimate] = useState<EstimateState>({ kind: 'idle' });
 
   const toggleTarget = (target: PruneTarget) => {
     setTargets(prev => {
@@ -49,16 +58,53 @@ export function FleetPruneCard({ nodes, icon: Icon, accentTone }: Props) {
     });
   };
 
-  async function run() {
+  // Re-estimate when the operator's choices change. Debounced because each
+  // tick fans out per-target HTTP to every remote node; back-to-back clicks
+  // on the target checkboxes would otherwise pile concurrent fleet-wide fans
+  // onto the backend.
+  const estimateDebounceRef = useRef<ReturnType<typeof setTimeout> | null>(null);
+  useEffect(() => {
+    if (estimateDebounceRef.current) clearTimeout(estimateDebounceRef.current);
+    if (targets.size === 0) {
+      setEstimate({ kind: 'idle' });
+      return;
+    }
+    let cancelled = false;
+    setEstimate({ kind: 'loading' });
+    estimateDebounceRef.current = setTimeout(async () => {
+      try {
+        const res = await apiFetch('/fleet/prune/estimate', {
+          method: 'POST',
+          body: JSON.stringify({ targets: Array.from(targets), scope }),
+        });
+        if (cancelled) return;
+        if (res.status === 404 || !res.ok) {
+          setEstimate({ kind: 'unavailable' });
+          return;
+        }
+        const data = (await res.json()) as PruneEstimateResponse;
+        if (!cancelled) setEstimate({ kind: 'ready', data });
+      } catch {
+        if (!cancelled) setEstimate({ kind: 'unavailable' });
+      }
+    }, 350);
+    return () => {
+      cancelled = true;
+      if (estimateDebounceRef.current) clearTimeout(estimateDebounceRef.current);
+    };
+  }, [targets, scope]);
+
+  async function run(opts: { dryRun: boolean }) {
     if (targets.size === 0) return;
     const selected = Array.from(targets);
-    const toastId = toast.loading(`Pruning ${selected.join(', ')} across the fleet…`);
+    const verb = opts.dryRun ? 'Dry-running prune of' : 'Pruning';
+    const toastId = toast.loading(`${verb} ${selected.join(', ')} across the fleet…`);
     setRunning(true);
     setResults([]);
     try {
       const res = await apiFetch('/fleet/labels/fleet-prune', {
         method: 'POST',
-        body: JSON.stringify({ targets: selected, scope }),
+        body: JSON.stringify({ targets: selected, scope, dryRun: opts.dryRun }),
       });
       const body = await res.json().catch(() => ({}));
       toast.dismiss(toastId);
@@ -73,7 +119,7 @@ export function FleetPruneCard({ nodes, icon: Icon, accentTone }: Props) {
         return {
           key: `node-${node.nodeId}`,
           label: node.reachable
-            ? `${node.nodeName} · ${formatBytes(totalBytes)}`
+            ? `${node.nodeName} · ${formatBytes(totalBytes)}${opts.dryRun ? ' (dry run)' : ''}`
             : `${node.nodeName} (unreachable)`,
           success: allOk,
           error: node.reachable ? undefined : node.error,
@@ -92,7 +138,9 @@ export function FleetPruneCard({ nodes, icon: Icon, accentTone }: Props) {
         (sum, n) => sum + n.targets.reduce((s, t) => s + (t.reclaimedBytes ?? 0), 0),
         0,
       );
-      if (okNodes === totalNodes && totalNodes > 0) {
+      if (opts.dryRun) {
+        toast.success(`Dry run: ${formatBytes(totalReclaimed)} would be reclaimed across ${totalNodes} node${totalNodes === 1 ? '' : 's'}.`);
+      } else if (okNodes === totalNodes && totalNodes > 0) {
         toast.success(`Reclaimed ${formatBytes(totalReclaimed)} across ${totalNodes} node${totalNodes === 1 ? '' : 's'}.`);
       } else if (okNodes === 0) {
         toast.error('Prune failed on every node. See results below.');
@@ -108,130 +156,171 @@ export function FleetPruneCard({ nodes, icon: Icon, accentTone }: Props) {
     }
   }
 
-  const targetCount = targets.size;
   const isAllScope = scope === 'all';
 
+  const blastValue = useMemo(() => {
+    if (targets.size === 0) return 'awaiting target';
+    if (estimate.kind === 'loading') return '~ estimating…';
+    if (estimate.kind === 'unavailable') return '~ estimate unavailable';
+    if (estimate.kind === 'ready') {
+      const { totalBytes } = estimate.data;
+      if (totalBytes === 0) return '0 reclaimable';
+      return `~ ${formatBytes(totalBytes)} reclaimable`;
+    }
+    return 'awaiting target';
+  }, [targets.size, estimate]);
+
+  const blastTone = estimate.kind === 'loading' || estimate.kind === 'unavailable' ? 'muted' as const : undefined;
+
   return (
-    <Card className="relative overflow-hidden bg-card shadow-card-bevel">
-      <span aria-hidden className={cn('absolute inset-y-0 left-0 w-[3px]', TONE_RAIL[accentTone])} />
-      <CardContent className="p-6">
-        <div className="flex items-start gap-3 mb-4">
-          <span className={cn('inline-flex h-10 w-10 shrink-0 items-center justify-center rounded-md', TONE_BG[accentTone])}>
-            <Icon className="h-5 w-5" strokeWidth={1.5} />
-          </span>
-          <div className="flex-1">
-            <h3 className="text-base font-medium text-stat-value">Prune Docker resources fleet-wide</h3>
-            <p className="mt-1 text-xs text-stat-subtitle">
-              Reclaim space on {nodeCount} node{nodeCount === 1 ? '' : 's'} by removing unused images, volumes, and networks. Reclaimed bytes are approximate.
-            </p>
-          </div>
-        </div>
-
-        <div className="space-y-3">
-          <div>
-            <div className="text-[10px] uppercase tracking-wide text-stat-subtitle mb-1.5">Targets</div>
-            <div className="flex flex-wrap gap-3">
-              {ALL_TARGETS.map(t => (
-                <label
-                  key={t.id}
-                  className="flex items-center gap-2 py-1 px-2 rounded hover:bg-glass-highlight cursor-pointer"
-                >
-                  <Checkbox
-                    checked={targets.has(t.id)}
-                    onCheckedChange={() => toggleTarget(t.id)}
-                    disabled={running}
-                  />
-                  <span className="text-xs text-stat-value">{t.label}</span>
-                </label>
-              ))}
-            </div>
-          </div>
-
-          <div>
-            <div className="text-[10px] uppercase tracking-wide text-stat-subtitle mb-1.5">Scope</div>
-            <div className="inline-flex rounded-md border border-card-border/60 overflow-hidden">
-              <Button
-                type="button"
-                variant={scope === 'managed' ? 'default' : 'outline'}
-                size="sm"
-                disabled={running}
-                onClick={() => setScope('managed')}
-                className="rounded-none border-0 h-8 px-3 text-xs"
+    <>
+      <FleetActionCard
+        crumb={['Fleet', 'Actions', 'Prune resources']}
+        name="Prune fleet-wide."
+        meta="images · volumes · networks · serial per node"
+        actionClass="maintenance"
+        blastRadius={{ value: blastValue, tone: blastTone }}
+        secondaryAction={{
+          label: running ? 'Running…' : 'Dry run',
+          onClick: () => run({ dryRun: true }),
+          disabled: running || targets.size === 0,
+        }}
+        primaryAction={{
+          label: 'Prune fleet',
+          onClick: () => setConfirmOpen(true),
+          variant: 'destructive',
+          // Block the destructive confirm until the operator has actually
+          // seen what the readout says will be reclaimed. Falling back to a
+          // confirm modal with no estimate context is the audit §F20.3 problem.
+          disabled: running || targets.size === 0 || estimate.kind !== 'ready',
+        }}
+        footerContext={`Reversible · no · serial across ${nodeCount} node${nodeCount === 1 ? '' : 's'}`}
+      >
+        <SheetSection
+          title={`Targets · ${targets.size} / ${ALL_TARGETS.length}`}
+          meta={targets.size === 0 ? 'pick at least one' : undefined}
+        >
+          <div className="flex flex-wrap gap-3">
+            {ALL_TARGETS.map(t => (
+              <label
+                key={t.id}
+                className="flex items-center gap-2 py-1 px-2 rounded hover:bg-glass-highlight cursor-pointer"
               >
-                Managed only
-              </Button>
-              <Button
-                type="button"
-                variant={scope === 'all' ? 'default' : 'outline'}
-                size="sm"
-                disabled={running}
-                onClick={() => setScope('all')}
-                className="rounded-none border-0 h-8 px-3 text-xs"
-              >
-                All unused
-              </Button>
-            </div>
-            <p className="mt-1.5 text-[11px] text-stat-subtitle">
-              {scope === 'managed'
-                ? 'Restricts to resources owned by stacks Sencho manages.'
-                : 'Removes every unused resource, including workloads Sencho does not manage.'}
-            </p>
+                <Checkbox
+                  checked={targets.has(t.id)}
+                  onCheckedChange={() => toggleTarget(t.id)}
+                  disabled={running}
+                />
+                <span className="text-xs text-stat-value">{t.label}</span>
+              </label>
+            ))}
           </div>
+        </SheetSection>
 
-          <div className="flex items-center gap-2">
+        <SheetSection title="Scope" meta={scope === 'managed' ? 'sencho-owned only' : 'all unused'}>
+          <div className="inline-flex rounded-md border border-card-border/60 overflow-hidden">
             <Button
-              variant="outline"
+              type="button"
+              variant={scope === 'managed' ? 'default' : 'outline'}
               size="sm"
-              disabled={running || targetCount === 0}
-              onClick={() => setConfirmOpen(true)}
-              className="gap-2"
+              disabled={running}
+              onClick={() => setScope('managed')}
+              className="rounded-none border-0 h-8 px-3 text-xs"
             >
-              {running ? <Loader2 className="h-3.5 w-3.5 animate-spin" strokeWidth={1.5} /> : <Icon className="h-3.5 w-3.5" strokeWidth={1.5} />}
-              Prune across fleet
+              Managed only
+            </Button>
+            <Button
+              type="button"
+              variant={scope === 'all' ? 'default' : 'outline'}
+              size="sm"
+              disabled={running}
+              onClick={() => setScope('all')}
+              className="rounded-none border-0 h-8 px-3 text-xs"
+            >
+              All unused
             </Button>
-            {!running && results.length > 0 && (
-              <button
-                type="button"
-                onClick={() => setResults([])}
-                className="text-xs text-stat-subtitle hover:text-stat-value"
-              >
-                Clear results
-              </button>
-            )}
           </div>
+          <p className="mt-2 text-[11px] text-stat-subtitle">
+            {scope === 'managed'
+              ? 'Restricts to resources owned by stacks Sencho manages.'
+              : 'Removes every unused resource, including workloads Sencho does not manage.'}
+          </p>
+        </SheetSection>
 
-          {results.length === 0 && !running && (
-            <div className="rounded-md border border-card-border/40 bg-glass-highlight/30 p-3 text-xs text-stat-subtitle">
-              <div className="flex items-start gap-2">
-                <AlertTriangle className="mt-0.5 h-3.5 w-3.5 shrink-0" strokeWidth={1.5} />
-                <span>
-                  Prune is destructive and cannot be undone. Each target is run serially per node; reclaimed bytes appear per node and per target below.
-                </span>
-              </div>
-            </div>
-          )}
+        {targets.size > 0 && <EstimateSection estimate={estimate} />}
 
-          {results.length > 0 && (
-            <ResultsList title="Per-node breakdown" results={results} />
-          )}
-        </div>
+        {results.length > 0 && (
+          <SheetSection title="Per-node breakdown">
+            <ResultsList results={results} />
+          </SheetSection>
+        )}
+      </FleetActionCard>
 
-        <ConfirmModal
-          open={confirmOpen}
-          onOpenChange={(open) => { if (!open) setConfirmOpen(false); }}
-          variant="destructive"
-          kicker="Fleet prune"
-          title={isAllScope ? 'Prune ALL unused resources across the fleet?' : 'Prune managed resources across the fleet?'}
-          description={
-            isAllScope
-              ? 'This runs docker prune --all on every reachable node. Any image, volume, or network not currently in use will be deleted, including resources from workloads Sencho does not manage. This cannot be undone.'
-              : 'Sencho will remove unused Docker resources owned by stacks known to this fleet on every reachable node. Active resources are not touched.'
-          }
-          confirmLabel={isAllScope ? 'Prune everything unused' : 'Prune managed'}
-          confirming={running}
-          onConfirm={run}
-        />
-      </CardContent>
-    </Card>
+      <ConfirmModal
+        open={confirmOpen}
+        onOpenChange={(open) => { if (!open) setConfirmOpen(false); }}
+        variant="destructive"
+        kicker="Fleet prune"
+        title={isAllScope ? 'Prune ALL unused resources across the fleet?' : 'Prune managed resources across the fleet?'}
+        description={
+          isAllScope
+            ? 'This runs docker prune --all on every reachable node. Any image, volume, or network not currently in use will be deleted, including resources from workloads Sencho does not manage. This cannot be undone.'
+            : 'Sencho will remove unused Docker resources owned by stacks known to this fleet on every reachable node. Active resources are not touched.'
+        }
+        confirmLabel={isAllScope ? 'Prune everything unused' : 'Prune managed'}
+        confirming={running}
+        onConfirm={() => run({ dryRun: false })}
+      />
+    </>
+  );
+}
+
+function EstimateSection({ estimate }: { estimate: EstimateState }) {
+  if (estimate.kind === 'idle' || estimate.kind === 'loading') {
+    return (
+      <SheetSection title="Estimate · per node" meta={estimate.kind === 'loading' ? 'computing…' : undefined}>
+        <div className={cn(KICKER, 'text-stat-icon')}>walking each node's docker daemon</div>
+      </SheetSection>
+    );
+  }
+  if (estimate.kind === 'unavailable') {
+    return (
+      <SheetSection title="Estimate · per node" meta="unavailable">
+        <div className={cn(KICKER, 'text-stat-icon')}>estimate endpoint did not respond</div>
+      </SheetSection>
+    );
+  }
+  const { perNode } = estimate.data;
+  const visible = perNode.slice(0, ESTIMATE_ROW_LIMIT);
+  const remaining = perNode.length - visible.length;
+  return (
+    <SheetSection title="Estimate · per node" meta={`${perNode.length} node${perNode.length === 1 ? '' : 's'}`}>
+      <div className="rounded border border-card-border/60 bg-card/40 shadow-[inset_0_2px_4px_0_oklch(0_0_0_/_0.35)] p-2">
+        <ul className="space-y-1">
+          {visible.map((n) => (
+            <li key={n.nodeId} className="flex items-center gap-2">
+              <span className={cn(
+                KICKER,
+                'inline-flex items-center px-1 py-0.5 rounded-sm border shrink-0',
+                n.reachable
+                  ? 'border-success/40 bg-success/10 text-success'
+                  : 'border-stat-subtitle/40 bg-card text-stat-subtitle',
+              )}>
+                {n.reachable ? 'OK' : '--'}
+              </span>
+              <span className="flex-1 min-w-0 truncate font-mono text-[11px] text-stat-value">{n.nodeName}</span>
+              <span className={cn(KICKER, 'shrink-0 tabular-nums', n.reachable ? 'text-stat-subtitle' : 'text-stat-icon')}>
+                {n.reachable ? formatBytes(n.reclaimableBytes) : (n.error ?? 'unreachable')}
+              </span>
+            </li>
+          ))}
+          {remaining > 0 && (
+            <li className={cn(KICKER, 'text-stat-icon pt-1')}>
+              + {remaining} more node{remaining === 1 ? '' : 's'}
+            </li>
+          )}
+        </ul>
+      </div>
+    </SheetSection>
   );
 }
diff --git a/frontend/src/components/fleet/FleetActions/cards/LabelFleetStopCard.tsx b/frontend/src/components/fleet/FleetActions/cards/LabelFleetStopCard.tsx
index b2c0cc67..36a04327 100644
--- a/frontend/src/components/fleet/FleetActions/cards/LabelFleetStopCard.tsx
+++ b/frontend/src/components/fleet/FleetActions/cards/LabelFleetStopCard.tsx
@@ -1,19 +1,16 @@
-import { useEffect, useState } from 'react';
-import type { LucideIcon } from 'lucide-react';
-import { Loader2, AlertTriangle } from 'lucide-react';
-import { Card, CardContent } from '@/components/ui/card';
-import { Button } from '@/components/ui/button';
+import { useEffect, useMemo, useRef, useState } from 'react';
 import { ConfirmModal } from '@/components/ui/modal';
 import { Input } from '@/components/ui/input';
+import { FleetActionCard } from '@/components/ui/fleet-action-card';
+import { SheetSection } from '@/components/ui/system-sheet';
 import { apiFetch, fetchForNode } from '@/lib/api';
 import { toast } from '@/components/ui/toast-store';
 import { cn } from '@/lib/utils';
 import type { FleetNode } from '@/components/FleetView/types';
 import type { Label } from '@/components/label-types';
 import { ResultsList, type ResultRow } from '../ResultsList';
-import { TONE_RAIL, TONE_BG, type AccentTone } from './tone';
 
-interface NodeStackResult { stackName: string; success: boolean; error?: string }
+interface NodeStackResult { stackName: string; success: boolean; error?: string; dryRun?: boolean }
 interface FleetStopNodeResult {
   nodeId: number;
   nodeName: string;
@@ -21,21 +18,31 @@ interface FleetStopNodeResult {
   stackResults: NodeStackResult[];
 }
 
+interface MatchPreviewNode { nodeId: number; nodeName: string; stackCount: number; stackNames: string[] }
+interface MatchPreviewResponse { matchedNodes: number; matchedStacks: number; perNode: MatchPreviewNode[] }
+
+type PreviewState =
+  | { kind: 'idle' }
+  | { kind: 'loading' }
+  | { kind: 'unavailable' }
+  | { kind: 'ready'; data: MatchPreviewResponse };
+
 interface Props {
   nodes: FleetNode[];
-  icon: LucideIcon;
-  accentTone: AccentTone;
 }
 
-export function LabelFleetStopCard({ nodes, icon: Icon, accentTone }: Props) {
+const KICKER = 'font-mono text-[10px] uppercase tracking-[0.18em]';
+const PREVIEW_ROW_LIMIT = 6;
+
+export function LabelFleetStopCard({ nodes }: Props) {
   const [labelName, setLabelName] = useState('');
   const [knownLabelNames, setKnownLabelNames] = useState<string[]>([]);
   const [confirmOpen, setConfirmOpen] = useState(false);
   const [running, setRunning] = useState(false);
   const [results, setResults] = useState<ResultRow[]>([]);
+  const [preview, setPreview] = useState<PreviewState>({ kind: 'idle' });
 
-  // Aggregate label names across reachable nodes for autocomplete. Offline
-  // nodes are skipped so the page-load fanout doesn't hang on dead remotes.
+  // Aggregate label names across reachable nodes for autocomplete.
   useEffect(() => {
     let cancelled = false;
     async function loadSuggestions() {
@@ -48,7 +55,7 @@ export function LabelFleetStopCard({ nodes, icon: Icon, accentTone }: Props) {
           const list = (await res.json()) as Label[];
           for (const l of list) names.add(l.name);
         } catch {
-          /* ignore — this node is unreachable, not user-facing */
+          /* unreachable node, not user-facing */
         }
       }));
       if (!cancelled) setKnownLabelNames(Array.from(names).sort());
@@ -57,16 +64,68 @@ export function LabelFleetStopCard({ nodes, icon: Icon, accentTone }: Props) {
     return () => { cancelled = true; };
   }, [nodes]);
 
-  async function run() {
+  // Debounced live preview. The blast-radius readout and the preview section
+  // both read from the same state.
+  const debounceRef = useRef<ReturnType<typeof setTimeout> | null>(null);
+  useEffect(() => {
+    const trimmed = labelName.trim();
+    if (debounceRef.current) clearTimeout(debounceRef.current);
+    if (trimmed.length === 0) {
+      setPreview({ kind: 'idle' });
+      return;
+    }
+    setPreview({ kind: 'loading' });
+    debounceRef.current = setTimeout(async () => {
+      try {
+        const res = await apiFetch('/fleet/labels/match-preview', {
+          method: 'POST',
+          body: JSON.stringify({ labelName: trimmed }),
+        });
+        if (res.status === 404) {
+          setPreview({ kind: 'unavailable' });
+          return;
+        }
+        if (!res.ok) {
+          setPreview({ kind: 'unavailable' });
+          return;
+        }
+        const data = (await res.json()) as MatchPreviewResponse;
+        setPreview({ kind: 'ready', data });
+      } catch {
+        setPreview({ kind: 'unavailable' });
+      }
+    }, 500);
+    return () => {
+      if (debounceRef.current) clearTimeout(debounceRef.current);
+    };
+  }, [labelName]);
+
+  const blastValue = useMemo(() => {
+    const trimmed = labelName.trim();
+    if (trimmed.length === 0) return 'awaiting target';
+    if (preview.kind === 'loading') return 'resolving…';
+    if (preview.kind === 'unavailable') return 'preview unavailable';
+    if (preview.kind === 'ready') {
+      const { matchedNodes, matchedStacks } = preview.data;
+      if (matchedStacks === 0 || matchedNodes === 0) return '0 nodes match';
+      return `${matchedStacks} stacks · ${matchedNodes} nodes`;
+    }
+    return 'awaiting target';
+  }, [labelName, preview]);
+
+  const blastTone = preview.kind === 'loading' || preview.kind === 'unavailable' ? 'muted' as const : undefined;
+
+  async function run(opts: { dryRun: boolean }) {
     const trimmed = labelName.trim();
     if (!trimmed) return;
-    const toastId = toast.loading(`Stopping stacks labeled "${trimmed}" across the fleet…`);
+    const verb = opts.dryRun ? 'Dry-running' : 'Stopping';
+    const toastId = toast.loading(`${verb} stacks labeled "${trimmed}" across the fleet…`);
     setRunning(true);
     setResults([]);
     try {
       const res = await apiFetch('/fleet/labels/fleet-stop', {
         method: 'POST',
-        body: JSON.stringify({ labelName: trimmed }),
+        body: JSON.stringify({ labelName: trimmed, dryRun: opts.dryRun }),
       });
       const body = await res.json().catch(() => ({}));
       toast.dismiss(toastId);
@@ -78,7 +137,7 @@ export function LabelFleetStopCard({ nodes, icon: Icon, accentTone }: Props) {
       const rows: ResultRow[] = apiResults.map((node) => ({
         key: `node-${node.nodeId}`,
         label: node.matched
-          ? `${node.nodeName} · ${node.stackResults.length} stack${node.stackResults.length === 1 ? '' : 's'}`
+          ? `${node.nodeName} · ${node.stackResults.length} stack${node.stackResults.length === 1 ? '' : 's'}${opts.dryRun ? ' (dry run)' : ''}`
           : `${node.nodeName} (no matching label)`,
         success: node.matched && node.stackResults.every(s => s.success),
         error: node.matched ? undefined : 'Label not present',
@@ -95,6 +154,7 @@ export function LabelFleetStopCard({ nodes, icon: Icon, accentTone }: Props) {
       const ok = stacksTouched.filter(s => s.success).length;
       const failed = stacksTouched.length - ok;
       if (matchedNodes === 0) toast.info('No nodes have a label by that name.');
+      else if (opts.dryRun) toast.success(`Dry run: would stop ${ok} stack${ok === 1 ? '' : 's'} across ${matchedNodes} node${matchedNodes === 1 ? '' : 's'}.`);
       else if (failed === 0 && ok > 0) toast.success(`Stopped ${ok} stack${ok === 1 ? '' : 's'} across ${matchedNodes} node${matchedNodes === 1 ? '' : 's'}.`);
       else if (ok === 0 && failed === 0) toast.info('Label matched but no stacks were assigned to it.');
       else toast.warning(`${ok} stopped, ${failed} failed. See results below.`);
@@ -107,92 +167,144 @@ export function LabelFleetStopCard({ nodes, icon: Icon, accentTone }: Props) {
     }
   }
 
+  const trimmed = labelName.trim();
+  const previewSection = renderPreviewSection(preview, trimmed);
+
+  // Freshness placeholder: until a run-record store exists, the footer carries
+  // reversibility alone. Add freshness once a /fleet/labels/last-fleet-stop
+  // endpoint or equivalent ships.
+  // TODO(freshness): emit "last fleet-stop {age}" once the run-record source lands.
+  const footerContext = 'Reversible · no';
+
   return (
-    <Card className="relative overflow-hidden bg-card shadow-card-bevel">
-      <span aria-hidden className={cn('absolute inset-y-0 left-0 w-[3px]', TONE_RAIL[accentTone])} />
-      <CardContent className="p-6">
-        <div className="flex items-start gap-3 mb-4">
-          <span className={cn('inline-flex h-10 w-10 shrink-0 items-center justify-center rounded-md', TONE_BG[accentTone])}>
-            <Icon className="h-5 w-5" strokeWidth={1.5} />
-          </span>
-          <div className="flex-1">
-            <h3 className="text-base font-medium text-stat-value">Stop fleet by label</h3>
-            <p className="mt-1 text-xs text-stat-subtitle">
-              Stop every stack labeled with this name on every node. Labels are matched by name across the fleet.
-            </p>
-          </div>
-        </div>
+    <>
+      <FleetActionCard
+        crumb={['Fleet', 'Actions', 'Stop by label']}
+        name="Stop by label."
+        meta="label-match · per-node fan-out · reports per-stack results"
+        actionClass="destructive"
+        blastRadius={{ value: blastValue, tone: blastTone }}
+        secondaryAction={{
+          label: running ? 'Running…' : 'Dry run',
+          onClick: () => run({ dryRun: true }),
+          disabled: running || trimmed.length === 0,
+        }}
+        primaryAction={{
+          label: 'Stop fleet',
+          onClick: () => setConfirmOpen(true),
+          variant: 'destructive',
+          disabled: running || trimmed.length === 0,
+        }}
+        footerContext={footerContext}
+      >
+        <SheetSection
+          title="Label · target"
+          meta={`auto-suggested · ${knownLabelNames.length} known`}
+        >
+          <Input
+            id="fleet-stop-label-input"
+            list="fleet-stop-label-suggestions"
+            value={labelName}
+            onChange={(e) => setLabelName(e.target.value)}
+            placeholder="e.g. production"
+            className="h-9 text-sm"
+            disabled={running}
+          />
+          <datalist id="fleet-stop-label-suggestions">
+            {knownLabelNames.map(n => <option key={n} value={n} />)}
+          </datalist>
+        </SheetSection>
 
-        <div className="space-y-3">
-          <div>
-            <label htmlFor="fleet-stop-label-input" className="block text-[10px] uppercase tracking-wide text-stat-subtitle mb-1.5">
-              Label name
-            </label>
-            <Input
-              id="fleet-stop-label-input"
-              list="fleet-stop-label-suggestions"
-              value={labelName}
-              onChange={(e) => setLabelName(e.target.value)}
-              placeholder="e.g. production"
-              className="h-9 text-sm"
-              disabled={running}
-            />
-            <datalist id="fleet-stop-label-suggestions">
-              {knownLabelNames.map(n => <option key={n} value={n} />)}
-            </datalist>
-          </div>
+        {previewSection}
 
-          <div className="flex items-center gap-2">
-            <Button
-              variant="outline"
-              size="sm"
-              disabled={running || labelName.trim().length === 0}
-              onClick={() => setConfirmOpen(true)}
-              className="gap-2"
-            >
-              {running ? <Loader2 className="h-3.5 w-3.5 animate-spin" strokeWidth={1.5} /> : <Icon className="h-3.5 w-3.5" strokeWidth={1.5} />}
-              Stop matching stacks
-            </Button>
-            {!running && results.length > 0 && (
-              <button
-                type="button"
-                onClick={() => setResults([])}
-                className="text-xs text-stat-subtitle hover:text-stat-value"
-              >
-                Clear results
-              </button>
-            )}
-          </div>
+        {results.length > 0 && (
+          <SheetSection title="Per-node breakdown">
+            <ResultsList results={results} />
+          </SheetSection>
+        )}
+      </FleetActionCard>
 
-          {results.length === 0 && !running && (
-            <div className="rounded-md border border-card-border/40 bg-glass-highlight/30 p-3 text-xs text-stat-subtitle">
-              <div className="flex items-start gap-2">
-                <AlertTriangle className="mt-0.5 h-3.5 w-3.5 shrink-0" strokeWidth={1.5} />
-                <span>
-                  Different nodes can have their own label rows. Stops are dispatched per node and report
-                  per-stack results below.
-                </span>
-              </div>
-            </div>
-          )}
-
-          {results.length > 0 && (
-            <ResultsList title="Per-node breakdown" results={results} />
-          )}
-        </div>
-
-        <ConfirmModal
-          open={confirmOpen}
-          onOpenChange={(open) => { if (!open) setConfirmOpen(false); }}
-          variant="destructive"
-          kicker="Fleet stop"
-          title={`Stop all stacks labeled "${labelName.trim()}"?`}
-          description="Sencho will stop every stack on every node that has a label with this name. Services will be unavailable until restarted."
-          confirmLabel="Stop fleet"
-          confirming={running}
-          onConfirm={run}
-        />
-      </CardContent>
-    </Card>
+      <ConfirmModal
+        open={confirmOpen}
+        onOpenChange={(open) => { if (!open) setConfirmOpen(false); }}
+        variant="destructive"
+        kicker="Fleet stop"
+        title={`Stop all stacks labeled "${trimmed}"?`}
+        description="Sencho will stop every stack on every node that has a label with this name. Services will be unavailable until restarted."
+        confirmLabel="Stop fleet"
+        confirming={running}
+        onConfirm={() => run({ dryRun: false })}
+      />
+    </>
+  );
+}
+
+function renderPreviewSection(preview: PreviewState, trimmed: string) {
+  if (trimmed.length === 0) return null;
+  if (preview.kind === 'loading') {
+    return (
+      <SheetSection title="Preview" meta="resolving…">
+        <div className={cn(KICKER, 'text-stat-icon')}>looking up label across the fleet</div>
+      </SheetSection>
+    );
+  }
+  if (preview.kind === 'unavailable') {
+    return (
+      <SheetSection title="Preview" meta="unavailable">
+        <div className={cn(KICKER, 'text-stat-icon')}>preview endpoint did not respond</div>
+      </SheetSection>
+    );
+  }
+  if (preview.kind === 'ready') {
+    const { matchedStacks, matchedNodes, perNode } = preview.data;
+    if (matchedStacks === 0) {
+      return (
+        <SheetSection title="Preview" meta="0 stacks">
+          <div className={cn(KICKER, 'text-stat-icon')}>no node has a label by that name</div>
+        </SheetSection>
+      );
+    }
+    return (
+      <SheetSection
+        title={`Preview · ${matchedStacks} stack${matchedStacks === 1 ? '' : 's'}`}
+        meta={`across ${matchedNodes} node${matchedNodes === 1 ? '' : 's'}`}
+      >
+        <PreviewWell perNode={perNode} />
+      </SheetSection>
+    );
+  }
+  return null;
+}
+
+interface PreviewWellProps {
+  perNode: MatchPreviewNode[];
+}
+
+function PreviewWell({ perNode }: PreviewWellProps) {
+  const flat = perNode.flatMap(n => n.stackNames.map(s => ({ stack: s, node: n.nodeName })));
+  const visible = flat.slice(0, PREVIEW_ROW_LIMIT);
+  const remaining = flat.length - visible.length;
+  const remainingNodes = remaining > 0
+    ? new Set(flat.slice(PREVIEW_ROW_LIMIT).map(r => r.node)).size
+    : 0;
+  return (
+    <div className="rounded border border-card-border/60 bg-card/40 shadow-[inset_0_2px_4px_0_oklch(0_0_0_/_0.35)] p-2">
+      <ul className="space-y-1">
+        {visible.map((row, i) => (
+          <li key={`${row.node}-${row.stack}-${i}`} className="flex items-center gap-2">
+            <span className={cn(KICKER, 'inline-flex items-center px-1 py-0.5 rounded-sm border border-success/40 bg-success/10 text-success shrink-0')}>
+              UP
+            </span>
+            <span className="flex-1 min-w-0 truncate font-mono text-[11px] text-stat-value">{row.stack}</span>
+            <span className={cn(KICKER, 'shrink-0 text-stat-subtitle')}>{row.node}</span>
+          </li>
+        ))}
+        {remaining > 0 && (
+          <li className={cn(KICKER, 'text-stat-icon pt-1')}>
+            + {remaining} more across {remainingNodes} node{remainingNodes === 1 ? '' : 's'}
+          </li>
+        )}
+      </ul>
+    </div>
   );
 }
diff --git a/frontend/src/components/fleet/FleetActions/cards/tone.ts b/frontend/src/components/fleet/FleetActions/cards/tone.ts
deleted file mode 100644
index 962f6b2e..00000000
--- a/frontend/src/components/fleet/FleetActions/cards/tone.ts
+++ /dev/null
@@ -1,17 +0,0 @@
-// Tone palette shared by the Fleet Actions cards. The cards live as siblings
-// under `cards/`, so the lookup tables sit next to them rather than hoisting
-// to a global tokens module.
-
-export type AccentTone = 'rose' | 'purple' | 'amber';
-
-export const TONE_RAIL: Record<AccentTone, string> = {
-  rose: 'bg-[var(--label-rose)]',
-  purple: 'bg-[var(--label-purple)]',
-  amber: 'bg-[var(--label-amber)]',
-};
-
-export const TONE_BG: Record<AccentTone, string> = {
-  rose: 'bg-[var(--label-rose-bg)] text-[var(--label-rose)]',
-  purple: 'bg-[var(--label-purple-bg)] text-[var(--label-purple)]',
-  amber: 'bg-[var(--label-amber-bg)] text-[var(--label-amber)]',
-};
diff --git a/frontend/src/components/ui/fleet-action-card.tsx b/frontend/src/components/ui/fleet-action-card.tsx
new file mode 100644
index 00000000..c6ca5133
--- /dev/null
+++ b/frontend/src/components/ui/fleet-action-card.tsx
@@ -0,0 +1,209 @@
+import * as React from 'react';
+import { Card } from '@/components/ui/card';
+import { Button } from '@/components/ui/button';
+import { cn } from '@/lib/utils';
+
+// Tracked-mono kicker. The toolbar/footer band and the blast-radius readout
+// share `0.18em`; SheetSection headers inside the body use `0.22em` (set in
+// system-sheet.tsx).
+const KICKER = 'font-mono text-[10px] uppercase tracking-[0.18em]';
+
+export type FleetActionClass = 'destructive' | 'transformative' | 'maintenance';
+export type BlastRadiusTone = 'warning' | 'success' | 'muted';
+export type PrimaryActionVariant = 'primary' | 'destructive';
+
+export interface FleetActionCardProps {
+  /** Crumb segments. Last segment renders in --stat-title; the rest in --stat-subtitle with separators. */
+  crumb: string[];
+  /** Italic serif noun for the action (e.g. "Stop by label."). Section rung. */
+  name: string;
+  /** One-line mono summary of the action's shape (e.g. "label-match · per-node fan-out"). */
+  meta: string;
+  /** Closed set; drives the chip color, the blast dot color, and the primary-button variant invariant. */
+  actionClass: FleetActionClass;
+  /**
+   * Live blast-radius readout shown in the toolbar slot. Literal-prefix rules:
+   *  - "awaiting target" → dot muted, text muted.
+   *  - "0 ..." → dot muted, primary + secondary forced-disabled.
+   *  - "local · ..." → dot in --brand (cyan) instead of the class color.
+   *  - Otherwise → dot in the class color; tone overrides text color only.
+   */
+  blastRadius: { value: string; tone?: BlastRadiusTone };
+  /** Optional outline secondary action (Dry run / Reset). Disabled automatically on "awaiting"/"0 ..." readouts. */
+  secondaryAction?: { label: string; onClick: () => void; disabled?: boolean };
+  /** Required primary action. The variant must follow the action-class invariants documented below. */
+  primaryAction: { label: string; onClick: () => void; variant: PrimaryActionVariant; disabled?: boolean };
+  /** Tracked-mono footer line. Omits the band entirely when undefined. */
+  footerContext?: string;
+  /** `<SheetSection>` blocks. */
+  children: React.ReactNode;
+}
+
+const CLASS_LABEL: Record<FleetActionClass, string> = {
+  destructive: 'Destructive',
+  transformative: 'Transformative',
+  maintenance: 'Maintenance',
+};
+
+const CHIP_CLASS: Record<FleetActionClass, string> = {
+  destructive: 'border-destructive/40 bg-destructive/10 text-destructive',
+  transformative: 'border-action-transformative/40 bg-action-transformative/10 text-action-transformative',
+  maintenance: 'border-warning/40 bg-warning/10 text-warning',
+};
+
+const DOT_CLASS: Record<FleetActionClass, string> = {
+  destructive: 'bg-destructive',
+  transformative: 'bg-action-transformative',
+  maintenance: 'bg-warning',
+};
+
+const TONE_TEXT_CLASS: Record<BlastRadiusTone, string> = {
+  warning: 'text-warning',
+  success: 'text-success',
+  muted: 'text-stat-icon',
+};
+
+export function FleetActionCard(props: FleetActionCardProps) {
+  const {
+    crumb, name, meta, actionClass, blastRadius,
+    secondaryAction, primaryAction, footerContext, children,
+  } = props;
+
+  // Literal-prefix detection per audit §18.5. These strings are the source of
+  // truth callers pass in; do NOT layer additional state props onto the
+  // primitive for what the prefix already expresses.
+  const isAwaitingTarget = blastRadius.value === 'awaiting target';
+  const isZeroMatch = blastRadius.value.startsWith('0 ');
+  const isLocalScope = blastRadius.value.startsWith('local · ');
+  const forceDisable = isAwaitingTarget || isZeroMatch;
+
+  const dotClass = (isAwaitingTarget || isZeroMatch)
+    ? 'bg-stat-subtitle/50'
+    : isLocalScope
+      ? 'bg-brand'
+      : DOT_CLASS[actionClass];
+
+  const blastTextClass = (isAwaitingTarget || isZeroMatch)
+    ? 'text-stat-icon'
+    : blastRadius.tone
+      ? TONE_TEXT_CLASS[blastRadius.tone]
+      : 'text-stat-value';
+
+  // Dev-mode invariant: a maintenance card with a destructive primary should
+  // also signal irreversibility in its footer, otherwise the visual class
+  // (amber) and the action variant (rose) disagree about safety.
+  if (import.meta.env?.MODE !== 'production') {
+    if (actionClass === 'maintenance' && primaryAction.variant === 'destructive') {
+      if (!footerContext || !footerContext.includes('Reversible · no')) {
+        console.warn(
+          '[FleetActionCard] maintenance + destructive primary should carry a "Reversible · no" footer.',
+          { name, footerContext },
+        );
+      }
+    }
+  }
+
+  const lastCrumb = crumb[crumb.length - 1] ?? '';
+  const headCrumbs = crumb.slice(0, -1);
+
+  return (
+    <Card className="relative overflow-hidden p-0">
+      <span
+        aria-hidden="true"
+        className="absolute inset-y-0 left-0 w-[3px] bg-brand"
+      />
+
+      <header className="px-6 pt-4 pb-3">
+        <div className={cn(KICKER, 'flex flex-wrap items-baseline gap-1 leading-none')}>
+          {headCrumbs.map((segment, idx) => (
+            <React.Fragment key={`${segment}-${idx}`}>
+              <span className="text-stat-subtitle">{segment}</span>
+              <span className="text-stat-icon" aria-hidden="true">{'›'}</span>
+            </React.Fragment>
+          ))}
+          <span className="text-stat-title">{lastCrumb}</span>
+        </div>
+        <h3 className="mt-2 font-display italic text-[22px] leading-[28px] text-stat-value">
+          {name}
+        </h3>
+        <div className={cn('mt-1.5 font-mono text-[11px] leading-none text-stat-subtitle tracking-[0.04em]')}>
+          {meta}
+        </div>
+      </header>
+
+      <div className="flex items-center gap-2 px-6 py-2 border-y border-card-border/40 bg-card/60">
+        <span
+          className={cn(
+            KICKER,
+            'inline-flex items-center px-1.5 py-0.5 rounded-sm border shrink-0',
+            CHIP_CLASS[actionClass],
+          )}
+        >
+          {CLASS_LABEL[actionClass]}
+        </span>
+        <div className={cn(KICKER, 'flex items-center gap-1.5 leading-none min-w-0', blastTextClass)}>
+          <span
+            aria-hidden="true"
+            className={cn('inline-block w-1.5 h-1.5 rounded-full shrink-0', dotClass)}
+          />
+          <span className="truncate">{blastRadius.value}</span>
+        </div>
+        <div className="flex-1" />
+        {secondaryAction && (
+          <Button
+            variant="outline"
+            size="sm"
+            onClick={secondaryAction.onClick}
+            disabled={secondaryAction.disabled || forceDisable}
+            className={cn(KICKER, 'h-7 px-3')}
+          >
+            {secondaryAction.label}
+          </Button>
+        )}
+        <PrimaryButton
+          action={primaryAction}
+          disabled={primaryAction.disabled || forceDisable}
+        />
+      </div>
+
+      <div className="px-6">
+        {children}
+      </div>
+
+      {footerContext && (
+        <div className="px-6 py-2 border-t border-card-border/40 bg-card/60">
+          <div className={cn(KICKER, 'text-stat-subtitle leading-none truncate')}>
+            {footerContext}
+          </div>
+        </div>
+      )}
+    </Card>
+  );
+}
+
+interface PrimaryButtonProps {
+  action: { label: string; onClick: () => void; variant: PrimaryActionVariant };
+  disabled: boolean;
+}
+
+// Primary button kept inline to encode the §18.3 invariant: cyan-filled for
+// transformative/maintenance (when reversible), ghost-rose for destructive.
+// Never solid rose on the card; solid rose is reserved for AlertDialog (§10).
+function PrimaryButton({ action, disabled }: PrimaryButtonProps) {
+  const cyanFilled = 'bg-brand text-brand-foreground hover:bg-brand/90 border border-transparent';
+  const ghostRose = 'border border-destructive/40 text-destructive bg-transparent hover:bg-destructive/15 hover:text-destructive hover:border-destructive/60';
+  return (
+    <button
+      type="button"
+      onClick={action.onClick}
+      disabled={disabled}
+      className={cn(
+        KICKER,
+        'h-7 rounded-md px-3 whitespace-nowrap transition-colors disabled:pointer-events-none disabled:opacity-50 focus-visible:outline-none focus-visible:ring-1 focus-visible:ring-ring',
+        action.variant === 'primary' ? cyanFilled : ghostRose,
+      )}
+    >
+      {action.label}
+    </button>
+  );
+}
diff --git a/frontend/src/components/ui/system-sheet.tsx b/frontend/src/components/ui/system-sheet.tsx
index bd175439..86920f59 100644
--- a/frontend/src/components/ui/system-sheet.tsx
+++ b/frontend/src/components/ui/system-sheet.tsx
@@ -299,15 +299,22 @@ export interface SheetSectionProps {
   title: string;
   /** Hide the title rule + label (useful when a section is the only one in a tab). */
   hideHeader?: boolean;
+  /** Optional right-aligned mono meta on the section header row (count, scope, freshness). */
+  meta?: string;
   className?: string;
   children: React.ReactNode;
 }
 
-export function SheetSection({ title, hideHeader, className, children }: SheetSectionProps) {
+export function SheetSection({ title, hideHeader, meta, className, children }: SheetSectionProps) {
   return (
     <section className={cn('first:pt-0 first:border-t-0 -mx-6 px-6 py-4 border-t border-card-border/40', className)}>
       {!hideHeader && (
-        <h3 className={cn(KICKER_CLASS, 'text-stat-subtitle mb-3 leading-none')}>{title}</h3>
+        <div className="mb-3 flex items-baseline justify-between gap-3 leading-none">
+          <h3 className={cn(KICKER_CLASS, 'text-stat-subtitle')}>{title}</h3>
+          {meta && (
+            <span className={cn(KICKER_CLASS, 'text-stat-subtitle/80 shrink-0')}>{meta}</span>
+          )}
+        </div>
       )}
       {children}
     </section>
diff --git a/frontend/src/index.css b/frontend/src/index.css
index b05b0a3f..0ee7846a 100644
--- a/frontend/src/index.css
+++ b/frontend/src/index.css
@@ -122,6 +122,12 @@
   --label-custom: var(--label-amber);
   --label-custom-bg: var(--label-amber-bg);
 
+  /* Fleet Action card action-class chip / blast-dot colors.
+     Closed set per audit §18.3: destructive (rose) / transformative (purple) / maintenance (amber).
+     Two of the three reuse existing semantic tokens; transformative gets its own
+     alias so component code does not reach for --label-purple directly. */
+  --action-transformative: var(--label-purple);
+
   /* Chart grid & axis */
   --chart-grid: oklch(0 0 0 / 0.06);
   --chart-tick: oklch(0 0 0 / 0.45);
@@ -299,6 +305,9 @@
   --label-custom: var(--label-amber);
   --label-custom-bg: var(--label-amber-bg);
 
+  /* Fleet Action card action-class chip / blast-dot colors (dark theme). */
+  --action-transformative: var(--label-purple);
+
   /* Chart grid & axis */
   --chart-grid: oklch(1 0 0 / 0.05);
   --chart-tick: oklch(1 0 0 / 0.40);
@@ -407,6 +416,7 @@
   --color-update-foreground: var(--update-foreground);
   --color-update-muted: var(--update-muted);
   --color-destructive-muted: var(--destructive-muted);
+  --color-action-transformative: var(--action-transformative);
 
   --font-sans: var(--font-sans);
   --font-mono: var(--font-mono);