diff --git a/frontend/app.js b/frontend/app.js
index c746273..eaf6426 100644
--- a/frontend/app.js
+++ b/frontend/app.js
@@ -1049,7 +1049,11 @@ function mountTaskBoard(queryParams) {
     }
     rowsEl.innerHTML = tasks.map((t) => (
       '<tr data-task-id="' + t.task_id + '">'
-      + "<td>" + t.task_id + "</td>"
+      // task_id links straight to Graph 控制台 (#/graph?task_id=...) so a
+      // task can be located there directly, without going through the row's
+      // own click-through to #/tasks/:task_id first -- stopPropagation on
+      // the anchor keeps that row click-through intact for the other cells.
+      + '<td><a href="#/graph?task_id=' + encodeURIComponent(t.task_id) + '" onclick="event.stopPropagation()">' + t.task_id + "</a></td>"
       + "<td>" + escapeHtml(t.goal_text) + "</td>"
       + '<td><span class="badge ' + t.status + '">' + t.status + "</span></td>"
       + "<td>" + t.assigned_org_node + "</td>"
@@ -2037,7 +2041,7 @@ function renderGraphConsole() {
   `;
 }
 
-function mountGraphConsole() {
+function mountGraphConsole(queryParams) {
   const projectId = getCurrentProjectId();
   if (!projectId) return;
 
@@ -2046,7 +2050,12 @@ function mountGraphConsole() {
   const workGraphPanelsEl = document.getElementById("gc_work_graph_panels");
   const artifactsOverviewEl = document.getElementById("gc_artifacts_overview");
 
-  let currentTaskId = null;
+  // "#/graph?task_id=<id>"-style deep link (e.g. from v_task_board's task_id
+  // column) preselects this task on first load, same pattern as
+  // pickInitialTaskBoardStatus. populateTaskSelect below already falls back
+  // to the default "first non-done" task if this id doesn't match any task
+  // in the project, so an unknown/stale id is silently ignored.
+  let currentTaskId = (queryParams && queryParams.task_id) || null;
 
   // Same "track open log viewers, close them all on re-render/route-leave"
   // pattern as mountTaskDetail's activeLogViewers/closeAllLogViewers, so a
@@ -2083,6 +2092,13 @@ function mountGraphConsole() {
   async function loadTaskAndRender(taskId) {
     closeAllLogViewers();
     currentTaskId = taskId;
+    // Keep the URL in sync with whichever task is actually showing --
+    // including the initial auto-preselect, not just explicit dropdown
+    // switches -- so the address bar is always a valid deep link back to
+    // this exact task (same history.replaceState/no-hashchange pattern
+    // v_task_detail's org-strip click-through already uses above).
+    const newHash = "#/graph?task_id=" + encodeURIComponent(taskId);
+    if (window.location.hash !== newHash) history.replaceState(null, "", newHash);
     workGraphPanelsEl.innerHTML = '<div class="hint">加载中…</div>';
     const resp = await fetch("/api/tasks/" + encodeURIComponent(taskId));
     if (resp.status !== 200) {