diff --git a/src/genesis/server/hub.py b/src/genesis/server/hub.py
new file mode 100644
index 0000000..14335e7
--- /dev/null
+++ b/src/genesis/server/hub.py
@@ -0,0 +1,44 @@
+from __future__ import annotations
+
+import asyncio
+from typing import Any, Dict, List
+
+_event = Dict[str, Any]
+
+
+class ProgressHub:
+    """进程内会话级进度发布/订阅（单例）。
+
+    - subscribe(sid) 返回专属 asyncio.Queue；emit(sid, event) 向该 sid 全部队列投递。
+    - emit 从同步线程（FastAPI 线程池中的 sync 端点）调用，经由已注册事件循环
+      run_coroutine_threadsafe 安全投递；未注册 loop 时降级为直接放入队列（同线程场景）。
+    """
+
+    def __init__(self) -> None:
+        self._loop: asyncio.AbstractEventLoop | None = None
+        self._subs: Dict[str, List[asyncio.Queue]] = {}
+
+    def register_loop(self, loop: asyncio.AbstractEventLoop) -> None:
+        self._loop = loop
+
+    def subscribe(self, sid: str) -> asyncio.Queue:
+        q: asyncio.Queue = asyncio.Queue()
+        self._subs.setdefault(sid, []).append(q)
+        return q
+
+    def unsubscribe(self, sid: str, q: asyncio.Queue) -> None:
+        qs = self._subs.get(sid)
+        if qs and q in qs:
+            qs.remove(q)
+            if not qs:
+                self._subs.pop(sid, None)
+
+    def emit(self, sid: str, event: _event) -> None:
+        for q in list(self._subs.get(sid, [])):
+            if self._loop is not None:
+                asyncio.run_coroutine_threadsafe(q.put(event), self._loop)
+            else:
+                q.put_nowait(event)
+
+
+hub = ProgressHub()
diff --git a/tests/test_progress_hub.py b/tests/test_progress_hub.py
new file mode 100644
index 0000000..ac9928f
--- /dev/null
+++ b/tests/test_progress_hub.py
@@ -0,0 +1,35 @@
+import asyncio
+import pytest
+from genesis.server.hub import ProgressHub
+
+
+@pytest.mark.asyncio
+async def test_subscribe_receives_emitted_event():
+    h = ProgressHub()
+    h.register_loop(asyncio.get_running_loop())
+    q = h.subscribe("s1")
+    h.emit("s1", {"type": "progress", "step": "parse", "status": "ok"})
+    event = await asyncio.wait_for(q.get(), 1.0)
+    assert event["step"] == "parse"
+
+
+@pytest.mark.asyncio
+async def test_unsubscribe_stops_delivery():
+    h = ProgressHub()
+    h.register_loop(asyncio.get_running_loop())
+    q = h.subscribe("s1")
+    h.unsubscribe("s1", q)
+    h.emit("s1", {"type": "progress"})
+    with pytest.raises(asyncio.TimeoutError):
+        await asyncio.wait_for(q.get(), 0.2)
+
+
+@pytest.mark.asyncio
+async def test_multiple_subscribers_all_receive():
+    h = ProgressHub()
+    h.register_loop(asyncio.get_running_loop())
+    q1, q2 = h.subscribe("s1"), h.subscribe("s1")
+    h.emit("s1", {"type": "progress", "step": "gen"})
+    a = await asyncio.wait_for(q1.get(), 1.0)
+    b = await asyncio.wait_for(q2.get(), 1.0)
+    assert a["step"] == b["step"] == "gen"