diff --git a/src/components/messageStream/MessageStream.tsx b/src/components/messageStream/MessageStream.tsx
index 7e4f071..89f5c4d 100644
--- a/src/components/messageStream/MessageStream.tsx
+++ b/src/components/messageStream/MessageStream.tsx
@@ -34,6 +34,7 @@ export function MessageStream({ scope }: MessageStreamProps) {
   const retryLabel = lang === "zh-CN" ? "重试" : "Retry";
 
   const sentinelRef = useRef<HTMLDivElement>(null);
+  const filterBarRef = useRef<HTMLDivElement>(null);
   const hasMoreRef = useRef(hasMore);
   const isLoadingRef = useRef(isLoading);
   useEffect(() => {
@@ -70,33 +71,77 @@ export function MessageStream({ scope }: MessageStreamProps) {
     return () => io.disconnect();
   }, [loadMore]);
 
-  // When arriving with a `#post-<id>` hash (e.g. from a recommended card),
+  // When arriving with a `?post=<id>` query (or legacy `#post-<id>` hash),
   // scroll to that bubble — loading more pages until it shows up — then give
   // it a brief highlight so the user can see where they landed.
-  const targetPostId = hash.startsWith("#post-")
+  const queryTargetPostId = sp.get("post") || "";
+  const hashTargetPostId = hash.startsWith("#post-")
     ? hash.slice("#post-".length)
     : "";
+  const targetPostId = queryTargetPostId || hashTargetPostId;
   const handledTargetRef = useRef<string>("");
+  const targetScrollTimersRef = useRef<number[]>([]);
+
+  const clearTargetScrollTimers = () => {
+    for (const timer of targetScrollTimersRef.current) {
+      window.clearTimeout(timer);
+    }
+    targetScrollTimersRef.current = [];
+  };
 
   useEffect(() => {
     handledTargetRef.current = "";
+    clearTargetScrollTimers();
   }, [targetPostId]);
 
+  useEffect(() => clearTargetScrollTimers, []);
+
   useEffect(() => {
     if (!targetPostId || handledTargetRef.current === targetPostId) return;
 
     const el = document.getElementById(`post-${targetPostId}`);
     if (el) {
       handledTargetRef.current = targetPostId;
-      const frame = window.requestAnimationFrame(() => {
-        el.scrollIntoView({ block: "start", behavior: "smooth" });
-        el.classList.add("ark-bubble-highlight");
-        window.setTimeout(
-          () => el.classList.remove("ark-bubble-highlight"),
-          2000,
-        );
-      });
-      return () => window.cancelAnimationFrame(frame);
+      clearTargetScrollTimers();
+
+      const scrollToTarget = (behavior: ScrollBehavior = "auto") => {
+        const target = document.getElementById(`post-${targetPostId}`);
+        if (!target) return;
+        const filterBottom =
+          filterBarRef.current?.getBoundingClientRect().bottom ?? 0;
+        const targetTop = target.getBoundingClientRect().top + window.scrollY;
+        window.scrollTo({
+          top: Math.max(0, targetTop - filterBottom - 12),
+          left: 0,
+          behavior,
+        });
+      };
+
+      const prefersReducedMotion = window.matchMedia(
+        "(prefers-reduced-motion: reduce)",
+      ).matches;
+
+      // Show a deliberate "from top to target" transition when opening a card
+      // from Home. The later auto re-alignments are intentionally delayed so
+      // they don't interrupt the visible smooth scroll animation.
+      window.scrollTo({ top: 0, left: 0, behavior: "auto" });
+      window.requestAnimationFrame(() =>
+        scrollToTarget(prefersReducedMotion ? "auto" : "smooth"),
+      );
+
+      // Media above the target can finish loading after the first scroll and
+      // shift the target downward. Re-align after the smooth animation while
+      // stream image/video heights settle, so the final resting point is exact.
+      targetScrollTimersRef.current = [900, 1400, 2000].map((ms) =>
+        window.setTimeout(() => scrollToTarget("auto"), ms),
+      );
+
+      el.classList.add("ark-bubble-highlight");
+      window.setTimeout(
+        () => el.classList.remove("ark-bubble-highlight"),
+        2000,
+      );
+      return;
     }
 
     // Not loaded yet — keep paging until it appears or the stream is exhausted.
@@ -116,7 +161,10 @@ export function MessageStream({ scope }: MessageStreamProps) {
     <div className="mx-auto max-w-full md:max-w-[820px] lg:max-w-[1080px] xl:max-w-[1180px]">
       {/* Filters stay pinned below the global header (which shows the page
           name) so users can switch filters while scrolling. */}
-      <div className="sticky top-[64px] z-30 bg-ark-bg md:top-[70px]">
+      <div
+        ref={filterBarRef}
+        className="sticky top-[64px] z-30 bg-ark-bg md:top-[70px]"
+      >
         <FilterChips type={type} onTypeChange={(v) => updateParam("type", v)} />
       </div>
 
diff --git a/src/pages/PostRedirect/index.tsx b/src/pages/PostRedirect/index.tsx
index 3a97e4c..99f9a7f 100644
--- a/src/pages/PostRedirect/index.tsx
+++ b/src/pages/PostRedirect/index.tsx
@@ -19,9 +19,12 @@ export function PostRedirect() {
 
     if (POST_STREAM_USES_MOCK) {
       const post = MOCK_POSTS.find((p) => p.id === id);
-      navigate(post ? `/browse#post-${post.id}` : "/browse", {
-        replace: true,
-      });
+      navigate(
+        post ? `/browse?post=${encodeURIComponent(post.id)}` : "/browse",
+        {
+          replace: true,
+        },
+      );
       return;
     }
 
@@ -29,7 +32,7 @@ export function PostRedirect() {
       `/api/posts/${id}?lang=${encodeURIComponent(langQuery(lang))}`,
     )
       .then((post) => {
-        navigate(`/browse#post-${post.id}`, {
+        navigate(`/browse?post=${encodeURIComponent(post.id)}`, {
           replace: true,
         });
       })