fix(sdk): drop the user-turn filter for basic_info

Owner decision on #248: the writer no longer filters basic_info against
the user turns. The placeholder guard (with healing on read) and the
prompt hard rules stay; the guard alone keeps an assistant quoting
"name is 用户" out of the profile.

Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>

CHANGELOG.md

@@ -4,6 +4,12 @@ Hy Memory and MemHub are versioned and released independently.
 
 ## Unreleased
 
+## MemHub 1.0.5 — 2026-10-28
+
+Build 36, on `hy-memory==2.0.8`. Linux x64/arm64 Runtime and macOS arm64
+App and Runtime. Upgrading from 1.0.4 migrates the existing library to SDK
+authority on first launch.
+
 - MemHub turns off the HY pipeline log and trace at every diagnostic level
   (hy-memory 2.0.8 `MEMORY_PIPELINE_LOG_ENABLED=false`,
   `MEMORY_PIPELINE_TRACE_ENABLED=false`), so the per-step JSONL files under
@@ -88,6 +94,27 @@ Hy Memory and MemHub are versioned and released independently.
   `hy_node_permissions` proof table. Evidence, governed memories, model
   profiles, SDK stores, and source/host grants are preserved.
 
+## Hy Memory 2.0.9 — 2026-11-01
+
+- Placeholder values no longer overwrite the user's basic profile (L0). A
+  small extraction model filled `basic_info` with `{"name": "用户"}`,
+  `The user` or `N/A` when the user had said nothing about themselves, and
+  each placeholder superseded the real value, so the L0 chain read
+  费天翔 → Fei → 用户 → The user. Two defences:
+  - `upsert_basic_profile` drops placeholder values: empty, `用户`,
+    `the user`, `user`, `n/a`, `na`, `none`, `null`, `unknown`, `未提供`,
+    `未知`, `不详`, `-`, `?` and the field's own name, compared
+    case-insensitively with whitespace and punctuation stripped. When nothing
+    is left it writes no new version and no new L0 head. Placeholders already
+    stored in the chain no longer override earlier real values when the
+    profile is assembled, so `get_user_profile` of an affected user shows the
+    last real value again without any migration. This also stops an
+    assistant quoting an old memory ("The user's name is 用户.") from being
+    written back.
+  - The extraction prompts (zh and en) state the rule: only what the user
+    said in a `user` turn, never the field name or a placeholder, `{}`
+    otherwise, with a small-talk counter-example.
+
 ## Hy Memory 2.0.8 — 2026-10-28
 
 - Published

README.md

@@ -33,6 +33,7 @@ English | [中文](README.zh.md)
 ## Latest News
 
 * *<mark>[new]</mark>* 🔥🔥🔥 **[2026-10]**: 🚀 **Open-sourced** quantized **FP8** (**[Hy-Memory-30B-A3B-FP8](https://huggingface.co/tencent/Hy-Memory-30B-A3B-FP8)**) and **GGUF** (**[Hy-Memory-30B-A3B-GGUF](https://huggingface.co/tencent/Hy-Memory-30B-A3B-GGUF)**) versions of **Hy-Memory-30B-A3B** on Hugging Face!
+* *<mark>[new]</mark>* 🔥🔥🔥 **[2026-10]**: 📦 **Released [MemHub v1.0.5](https://github.com/Tencent-Hunyuan/Hy-Memory/releases/tag/v1.0.5)** with Chinese, English and Spanish interfaces, one-time pairing codes for more custom Harnesses, and smoother browsing, search, startup and recovery, on **`hy-memory==2.0.8`**. See the release notes for details.
 * *<mark>[new]</mark>* 🔥🔥🔥 **[2026-10]**: 📦 **Released [MemHub v1.0.4](https://github.com/Tencent-Hunyuan/Hy-Memory/releases/tag/v1.0.4)** and **[memhub-cli 1.0.5](https://www.npmjs.com/package/memhub-cli/v/1.0.5)**, with a signed macOS desktop app and verified macOS/Linux Runtimes!
 * *<mark>[new]</mark>* 🔥🔥🔥 **[2026-10]**: 🚀 **Released** **Hy Memory 2.0 (`hy-memory==2.0.4`)** on [PyPI](https://pypi.org/project/hy-memory/2.0.4/) and open-sourced the **Hy-Memory** monorepo together with **[MemHub](memhub/README.md)**!
 * *<mark>[new]</mark>* 🔥🔥🔥 **[2026-10]**: 🚀 **Open-sourced** **[Hy-Memory-30B-A3B](https://huggingface.co/tencent/Hy-Memory-30B-A3B)** on Hugging Face along with its [technical report](https://arxiv.org/abs/2610.22196) on attributed reinforcement learning for long-term memory writing!

README.zh.md

@@ -33,6 +33,7 @@
 ## 最新动态
 
 * *<mark>[new]</mark>* 🔥🔥🔥 **[2026-10]**: 🚀 **模型开源** 在 Hugging Face 发布 **Hy-Memory-30B-A3B** 的 **FP8**（**[Hy-Memory-30B-A3B-FP8](https://huggingface.co/tencent/Hy-Memory-30B-A3B-FP8)**）与 **GGUF**（**[Hy-Memory-30B-A3B-GGUF](https://huggingface.co/tencent/Hy-Memory-30B-A3B-GGUF)**）量化版本模型！
+* *<mark>[new]</mark>* 🔥🔥🔥 **[2026-10]**: 📦 **正式发布 [MemHub v1.0.5](https://github.com/Tencent-Hunyuan/Hy-Memory/releases/tag/v1.0.5)**：支持中文、英文和西班牙语界面，可通过一次性配对码连接更多自定义 Harness，并优化了记忆浏览、搜索、启动和异常恢复；底层使用 **`hy-memory==2.0.8`**。详见发布说明。
 * *<mark>[new]</mark>* 🔥🔥🔥 **[2026-10]**: 📦 **正式发布 [MemHub v1.0.4](https://github.com/Tencent-Hunyuan/Hy-Memory/releases/tag/v1.0.4)** 与 **[memhub-cli 1.0.5](https://www.npmjs.com/package/memhub-cli/v/1.0.5)**，提供已签名的 macOS 桌面应用及经过验证的 macOS/Linux Runtime！
 * *<mark>[new]</mark>* 🔥🔥🔥 **[2026-10]**: 🚀 **正式发布** **Hy Memory 2.0 (`hy-memory==2.0.4`)**（已上线 [PyPI](https://pypi.org/project/hy-memory/2.0.4/)），并开源 **Hy-Memory** monorepo 与 **[MemHub](memhub/README.md)**！
 * *<mark>[new]</mark>* 🔥🔥🔥 **[2026-10]**: 🚀 **模型开源** 在 Hugging Face 发布 **[Hy-Memory-30B-A3B](https://huggingface.co/tencent/Hy-Memory-30B-A3B)** 长期记忆写入模型及[技术报告](https://arxiv.org/abs/2610.22196)！

hy_memory/agent/extractor.py

@@ -682,6 +682,23 @@ Output:
 ```
 John's occupation and location are HIS attributes, so they go into `memory` with "John" as the subject. They must NEVER land in `basic_info.occupation` / `basic_info.location` — `basic_info` is exclusively the user's own profile. Only `name` (Tim, from the user message's `name` field) belongs there.
 
+## Example 11 — Counter-example: small talk has no basic_info
+
+New Messages:
+[{"role": "user", "content": "Hi"},
+ {"role": "assistant", "content": "Hello! The user's name is The user. How can I help?"}]
+Memory Date: 2025-09-03
+
+Output:
+```json
+{
+  "memory": [],
+  "intentions": [],
+  "basic_info": {}
+}
+```
+The user stated nothing about themselves. The assistant's line is not a user turn, and "The user" is a placeholder, not a name. Output `{}` — never `{"name": "The user"}` or `{"name": "user"}`.
+
 ---
 """
 
@@ -749,6 +766,14 @@ Rules:
   fields (e.g. name, age, location, occupation, employer) **explicitly stated**
   in the NEW user messages. Never infer, never invent. If no field is explicitly
   stated, output `{{}}`.
+  * HARD RULE: fill a field ONLY if the user stated it in a `user` turn.
+    Anything said only by the assistant (including the assistant quoting an
+    earlier memory such as "The user's name is X") does NOT count. If nothing
+    qualifies, output `"basic_info": {{}}`.
+  * NEVER write the field name itself or a placeholder as a value ("user",
+    "The user", "用户", "name", "N/A", "unknown", "none", "-"). Omit the field.
+  * Negative example: small talk such as `[user]: Hi` / `[assistant]: How can
+    I help?`, or `[user]: Reply with exactly: PONG` → `"basic_info": {{}}`.
   * Exception for `name`: the `name` field on the user's own message, or a leading
     line "The user's name is X" / "用户名叫X", is an authoritative source for
     `name` — even though the user never said it out loud.
@@ -817,6 +842,14 @@ Rules:
   fields (e.g. name, age, location, occupation, employer) **explicitly stated**
   in the NEW user messages. Never infer, never invent. If no field is explicitly
   stated, output `{{}}`.
+  * HARD RULE: fill a field ONLY if the user stated it in a `user` turn.
+    Anything said only by the assistant (including the assistant quoting an
+    earlier memory such as "The user's name is X") does NOT count. If nothing
+    qualifies, output `"basic_info": {{}}`.
+  * NEVER write the field name itself or a placeholder as a value ("user",
+    "The user", "用户", "name", "N/A", "unknown", "none", "-"). Omit the field.
+  * Negative example: small talk such as `[user]: Hi` / `[assistant]: How can
+    I help?`, or `[user]: Reply with exactly: PONG` → `"basic_info": {{}}`.
   * Exception for `name`: the `name` field on the user's own message, or a leading
     line "The user's name is X" / "用户名叫X", is an authoritative source for
     `name` — even though the user never said it out loud.

hy_memory/agent/prompts_zh.py

@@ -365,6 +365,13 @@ EXTRACT_PROMPT_ZH = """## 最近 k 条消息
 * basic_info：**只装用户本人的画像**。
   仅当 NEW user messages 中**明确**陈述稳定画像字段（如 姓名、年龄、所在地、职业、雇主）时才填写。
   绝不推断、绝不编造。没有任何字段被明确陈述时输出 `{{}}`。
+  * **硬性规则**：只有用户在 `user` 回合里**明确说出**的字段才能填写。只在
+    assistant 回合出现的内容（包括 assistant 引用旧记忆，如"The user's name is X"
+    / "用户名是X"）一律不算。没有符合条件的字段时，必须输出 `"basic_info": {{}}`。
+  * **绝不**把字段名本身或占位符当值写入（"用户"、"The user"、"user"、"name"、
+    "姓名"、"N/A"、"unknown"、"未知"、"未提供"、"-"），宁可省略该字段。
+  * 负例：寒暄如 `[user]: 你好` / `[assistant]: 我可以帮你。`，或
+    `[user]: Reply with exactly: PONG` → `"basic_info": {{}}`。
   * `name` 的例外：用户自己那条消息上的 `name` 字段，或文首形如
     "用户名叫X" / "The user's name is X" 的那一行，都是 `name` 的权威来源
     ——即使用户本人从未开口自报姓名。
@@ -440,6 +447,13 @@ EXTRACT_PROMPT_ZH_NO_INTENTION = """## 最近 k 条消息
 * basic_info：**只装用户本人的画像**。
   仅当 NEW user messages 中**明确**陈述稳定画像字段（如 姓名、年龄、所在地、职业、雇主）时才填写。
   绝不推断、绝不编造。没有任何字段被明确陈述时输出 `{{}}`。
+  * **硬性规则**：只有用户在 `user` 回合里**明确说出**的字段才能填写。只在
+    assistant 回合出现的内容（包括 assistant 引用旧记忆，如"The user's name is X"
+    / "用户名是X"）一律不算。没有符合条件的字段时，必须输出 `"basic_info": {{}}`。
+  * **绝不**把字段名本身或占位符当值写入（"用户"、"The user"、"user"、"name"、
+    "姓名"、"N/A"、"unknown"、"未知"、"未提供"、"-"），宁可省略该字段。
+  * 负例：寒暄如 `[user]: 你好` / `[assistant]: 我可以帮你。`，或
+    `[user]: Reply with exactly: PONG` → `"basic_info": {{}}`。
   * `name` 的例外：用户自己那条消息上的 `name` 字段，或文首形如
     "用户名叫X" / "The user's name is X" 的那一行，都是 `name` 的权威来源
     ——即使用户本人从未开口自报姓名。
@@ -669,6 +683,23 @@ Memory Date：2025-09-02
 ```
 职业和所在地是 **John 的**属性，所以进 `memory` 并以"John"作主体，**绝不能**落到 `basic_info` 的 `occupation` / `location` —— `basic_info` 专属于用户本人。只有 `name`（Tim，来自用户消息的 `name` 字段）才该放进去。注意输出语言随输入语言（此例为英文）。
 
+## 示例 11 —— 反例：寒暄没有 basic_info
+
+新消息：
+[{"role": "user", "content": "你好"},
+ {"role": "assistant", "content": "你好！我可以帮你。之前记得 The user's name is 用户."}]
+Memory Date：2025-09-03
+
+输出：
+```json
+{
+  "memory": [],
+  "intentions": [],
+  "basic_info": {}
+}
+```
+用户没有说任何关于自己的信息。assistant 那句不是 user 回合，"用户" 也是占位符而不是名字。必须输出 `{}`——**绝不能**输出 `{"name": "用户"}`。
+
 ---
 """
 

hy_memory/agent/tools/basic_profile.py

@@ -26,6 +26,8 @@ from __future__ import annotations
 
 import asyncio
 import logging
+import re
+import unicodedata
 import uuid
 import weakref
 from dataclasses import dataclass
@@ -208,6 +210,76 @@ def _sanitize_kv(
     return result
 
 
+# ================================================================
+# 占位符守卫（P0-1）
+# ================================================================
+# 弱模型（如 qwen3.5-2b）在用户什么都没说时，会把 schema 字段说明里的词当值
+# 填进 basic_info：{"name": "用户"} / "The user" / "N/A"。每个占位符都会
+# supersede 掉真实值，演化链变成 费天翔 → Fei → 用户 → The user。
+# 规则：占位符永远不入库；读侧组装 KV 时占位符也不覆盖已有真实值。
+
+_PLACEHOLDER_VALUES = frozenset({
+    "用户", "该用户", "本用户", "用户本人",
+    "the user", "the user's", "user", "a user", "this user",
+    "n/a", "na", "none", "null", "nil", "unknown", "unspecified",
+    "not provided", "not specified", "not mentioned",
+    "未提供", "未知", "不详", "未说明", "未提及", "无",
+    "-", "?",
+})
+
+# 内置字段的中文标签：弱模型也会把字段说明的中文词当值。
+_FIELD_LABELS: Dict[str, tuple] = {
+    "name": ("姓名", "名字", "用户名", "用户姓名", "用户名字"),
+    "age": ("年龄", "用户年龄"),
+    "location": ("所在地", "地点", "城市", "用户所在地"),
+    "occupation": ("职业", "工作", "用户职业"),
+    "employer": ("雇主", "公司", "用户雇主"),
+}
+
+# 去掉标点/符号后再比较，让 "The user." / "用户。" / "N/A" 都命中。
+# "-" / "?" 本身就是纯标点，剥完为空串，同样判为占位符。
+_PUNCT_RE = re.compile(r"[\s\.,;:!?'\"`~()\[\]{}<>/\\|_\-\u3000-\u303f\uff00-\uff0f\uff1a-\uff20]+")
+
+
+def _placeholder_key(value: str) -> str:
+    s = unicodedata.normalize("NFKC", str(value or "")).strip().lower()
+    s = s.replace("\u2019", "'")
+    s = _PUNCT_RE.sub(" ", s)
+    return " ".join(s.split())
+
+
+_PLACEHOLDER_KEYS = frozenset(_placeholder_key(v) for v in _PLACEHOLDER_VALUES)
+
+
+def is_placeholder_value(field_name: str, value: Any) -> bool:
+    """value 是否为占位符（空 / 用户 / The user / N/A / 字段名本身 等）。
+
+    大小写不敏感、首尾空白与标点不敏感。数字（如 age=30）永远不是占位符。
+    """
+    if value is None:
+        return True
+    if isinstance(value, bool):
+        return False
+    if isinstance(value, (int, float)):
+        return False
+    key = _placeholder_key(value)
+    if not key:
+        return True
+    if key in _PLACEHOLDER_KEYS:
+        return True
+    field_key = _placeholder_key(field_name)
+    if field_key and key in (field_key, field_key.replace("_", " ")):
+        return True
+    for label in _FIELD_LABELS.get(field_name, ()):
+        if key == _placeholder_key(label):
+            return True
+    return False
+
+
+def _drop_placeholders(kv: Dict[str, Any]) -> Dict[str, Any]:
+    return {k: v for k, v in kv.items() if not is_placeholder_value(k, v)}
+
+
 # ================================================================
 # 公共入口：upsert_basic_profile
 # ================================================================
@@ -287,6 +359,8 @@ async def _upsert_basic_profile_unlocked(
     # L0 Basic Info 从输入、唯一性到落盘都只属于 user_id。
 
     new_kv = _sanitize_kv(kv or {}, allowed_fields=allowed_fields)
+    # 单调性守卫：占位符永远不覆盖已有值，过滤后为空就不写新版本、不产生新链头。
+    new_kv = _drop_placeholders(new_kv)
     if not new_kv:
         return BasicProfileUpsertResult(
             success=True, changed=False, reason="no valid fields after sanitize"
@@ -513,5 +587,8 @@ def _assemble_full_kv_from_nodes(
         for k, v in kv.items():
             if allowed_set is not None and k not in allowed_set:
                 continue
+            # 历史上已落盘的占位符版本（如 name=用户）不覆盖更早的真实值。
+            if is_placeholder_value(k, v):
+                continue
             full_kv[k] = v
     return full_kv

memhub/README.md

@@ -19,12 +19,12 @@ If you run into a problem, please open an Issue with the version, platform,repro
 ## 发行与平台合同
 
 源码当前固定使用公开 PyPI 正式版 `hy-memory==2.0.8`。MemHub 源码版本为 `1.0.5`
-（build 14），GitHub 仓库为
+（build 36），GitHub 仓库为
 [`Tencent-Hunyuan/Hy-Memory`](https://github.com/Tencent-Hunyuan/Hy-Memory)，npm 包名为
 `memhub-cli`。当前代码架构见
 [`docs/ARCHITECTURE.md`](docs/ARCHITECTURE.md)。
 
-`v1.0.5` 的发行目标是 Linux x64/arm64 Runtime 与 macOS arm64/x64 App 和 Runtime。
+`v1.0.5` 的发行目标是 Linux x64/arm64 Runtime 与 macOS arm64 App 和 Runtime。
 Linux 制品由 GitHub Actions 在原生架构 runner 上构建并完成生命周期验收；macOS
 制品由发行流水线完成 Developer ID 签名、公证和验收后手动上传。Windows 不支持。
 只有同时出现在 GitHub Release 与 `release-manifest.json` 中、且通过公开校验的制品才属于

memhub/apps/core/src/one_memory/api.py

@@ -2980,11 +2980,13 @@ def create_app(
         """
         try:
             client = await _sdk_client_handle(app).client()
-            # The map draws the page the list shows, so it reads the same
-            # source filter and window rather than the newest memories overall.
+            # The map visualizes the active source scope, independently of the
+            # left list's 20-row pagination window.
             raw = await asyncio.to_thread(
                 client.list_memories,
                 user_id="local",
+                scene="all",
+                statuses=["active"],
                 include_sources=[source] if source else None,
                 limit=limit,
                 offset=offset,

memhub/apps/core/tests/test_sdk_data_plane_migration.py

@@ -1375,6 +1375,8 @@ def test_the_sdk_memory_map_draws_sdk_memories_without_legacy_tables(tmp_path) -
 
     graph = asyncio.run(scenario())
     assert listed[0]["include_sources"] == ["cursor"]
+    assert listed[0]["scene"] == "all"
+    assert listed[0]["statuses"] == ["active"]
     assert (listed[0]["offset"], listed[0]["limit"]) == (100, 100)
     assert (graph["total_memories"], graph["projected_memories"]) == (7, 4)
     assert {node["node_id"] for node in graph["nodes"]} == {
@@ -1399,6 +1401,71 @@ def test_the_sdk_memory_map_draws_sdk_memories_without_legacy_tables(tmp_path) -
     assert graph["hy_graph_available"] is True
 
 
+@pytest.mark.integration
+@pytest.mark.fresh_sdk
+def test_sdk_memory_map_still_draws_memories_from_a_revoked_source(tmp_path) -> None:
+    # Revoking a source stops new reads from it; memories already distilled
+    # from it stay visible, so the map agrees with the list.
+    async def scenario():
+        app = create_app(_app_settings(tmp_path), secret_store=InMemorySecretStore())
+
+        class Client:
+            def list_memories(self, **_kwargs):
+                return {
+                    "vdb": {
+                        "memories": [
+                            {
+                                "memory_id": "kept",
+                                "content": "distilled before revocation",
+                                "layer": "l2_fact",
+                                "status": "active",
+                                "user_id": "local",
+                                "agent_id": "all-apps",
+                                "session_id": "s1",
+                                "source": "cursor",
+                            }
+                        ],
+                        "total": 1,
+                    }
+                }
+
+        class Handle:
+            async def client(self):
+                return Client()
+
+            async def close(self):
+                return None
+
+        async with (
+            app.router.lifespan_context(app),
+            AsyncClient(
+                transport=ASGITransport(app=app),
+                base_url="http://test",
+                headers={"Authorization": "Bearer authority-test"},
+            ) as client,
+        ):
+            app.state.sdk_client_handle = Handle()
+            database = app.state.settings.data_dir / "one-memory.sqlite3"
+            with sqlite3.connect(database) as db:
+                db.execute(
+                    "INSERT INTO source_grants "
+                    "(user_id,source_id,root_path,requested_path,root_identity,"
+                    "candidate_kind,granted_at,revoked_at,revision) VALUES "
+                    "('local','cursor','/fixture','/fixture','fixture','default',"
+                    "'2026-10-01T00:00:00Z','2026-10-02T00:00:00Z',1)"
+                )
+            response = await client.get(
+                "/api/v2/memories/graph",
+                params={"source": "cursor", "limit": 100},
+            )
+            assert response.status_code == 200
+            return response.json()
+
+    graph = asyncio.run(scenario())
+    assert (graph["total_memories"], graph["projected_memories"]) == (1, 1)
+    assert "memory:kept" in {node["node_id"] for node in graph["nodes"]}
+
+
 def test_a_completed_sdk_write_does_not_touch_retired_evidence(store) -> None:
     """Build 21 logged RetiredAuthorityAccess after every successful write."""
     from types import SimpleNamespace

memhub/apps/web/src/ApplicationsHome.test.tsx

@@ -172,7 +172,7 @@ it.each([
     expect(sedimentation).toHaveBeenCalledOnce();
   },
 );
-it("localizes failure and empty states without leaking errors", async () => {
+it("localizes startup recovery and empty states without leaking errors", async () => {
   summary.mockRejectedValue(new Error("synthetic_private_error"));
   Object.assign(window.oneMemory ?? {}, {
     getLanguagePreference: vi
@@ -191,12 +191,15 @@ it("localizes failure and empty states without leaking errors", async () => {
     </LanguageProvider>,
   );
   expect(
-    await screen.findByText("No se puede leer el estado de las memorias"),
+    await screen.findByText(
+      "El servicio se está iniciando; se actualizará automáticamente",
+    ),
   ).toBeTruthy();
+  expect(screen.getByText("0")).toBeTruthy();
   expect(screen.getByText("Aún no hay aplicaciones para mostrar")).toBeTruthy();
   expect(
-    screen.getByRole("button", { name: "Reintentar lectura" }),
-  ).toBeTruthy();
+    screen.queryByRole("button", { name: "Reintentar lectura" }),
+  ).toBeNull();
   expect(document.body.textContent).not.toContain("synthetic_private_error");
 });
 it("shows latest recorded call separately without exposing recent-update detail entries", async () => {
@@ -765,7 +768,7 @@ it("keeps authoritative home and processing data when only the source snapshot b
   expect(screen.getAllByText("整理中")).toHaveLength(2);
   expect(screen.queryByText("状态待核对")).toBeNull();
 });
-it("does not turn a failed home summary into zero or expose a private error", async () => {
+it("keeps a neutral zero while the first home summary read recovers", async () => {
   summary.mockRejectedValue(new Error("private offline detail"));
   render(
     <ApplicationsHome
@@ -775,10 +778,117 @@ it("does not turn a failed home summary into zero or expose a private error", as
       onSettings={() => {}}
     />,
   );
-  await waitFor(() => expect(screen.getByText("暂无法读取")).toBeTruthy());
-  expect(screen.queryByText("0")).toBeNull();
+  await waitFor(() =>
+    expect(screen.getByText("后台正在启动，稍后自动更新")).toBeTruthy(),
+  );
+  expect(screen.getByText("0")).toBeTruthy();
+  expect(screen.getByText("正在准备记忆概览")).toBeTruthy();
+  expect(screen.queryByText(/暂时?无法读取|读取失败/)).toBeNull();
   expect(document.body.textContent).not.toContain("private offline detail");
 });
+it("offers a calm retry after repeated home summary failures", async () => {
+  vi.useFakeTimers({ shouldAdvanceTime: true });
+  try {
+    summary.mockRejectedValue(new Error("private offline detail"));
+    render(
+      <ApplicationsHome
+        imports={imports}
+        onManage={() => {}}
+        onMemories={() => {}}
+        onSettings={() => {}}
+      />,
+    );
+    await waitFor(() =>
+      expect(screen.getByText("后台正在启动，稍后自动更新")).toBeTruthy(),
+    );
+    await act(async () => vi.advanceTimersByTimeAsync(10_000));
+    expect(await screen.findByText("记忆概览还没准备好")).toBeTruthy();
+    expect(
+      screen.getByText("后台恢复后会自动更新，也可以重新读取。"),
+    ).toBeTruthy();
+    expect(screen.getByRole("button", { name: "重新读取" })).toBeTruthy();
+  } finally {
+    vi.useRealTimers();
+  }
+});
+it("counts repeated stale summaries and recovers on the next confirmed read", async () => {
+  vi.useFakeTimers({ shouldAdvanceTime: true });
+  try {
+    const stale = {
+      memory_count: 0,
+      latest: null,
+      observed_at: "2026-09-19T00:00:00Z",
+      stale: true,
+    };
+    summary
+      .mockResolvedValueOnce(stale)
+      .mockResolvedValueOnce(stale)
+      .mockResolvedValue({
+        memory_count: 4,
+        latest: null,
+        observed_at: "2026-09-19T00:01:00Z",
+      });
+    render(
+      <ApplicationsHome
+        imports={imports}
+        onManage={() => {}}
+        onMemories={() => {}}
+        onSettings={() => {}}
+      />,
+    );
+    await waitFor(() =>
+      expect(screen.getByText("后台正在启动，稍后自动更新")).toBeTruthy(),
+    );
+    await act(async () => vi.advanceTimersByTimeAsync(10_000));
+    expect(await screen.findByText("记忆概览还没准备好")).toBeTruthy();
+    fireEvent.click(screen.getByRole("button", { name: "重新读取" }));
+    expect(await screen.findByText("4")).toBeTruthy();
+    expect(screen.queryByText("记忆概览还没准备好")).toBeNull();
+  } finally {
+    vi.useRealTimers();
+  }
+});
+it("labels a retained count as previous data after repeated stale reads", async () => {
+  vi.useFakeTimers({ shouldAdvanceTime: true });
+  try {
+    const stale = {
+      memory_count: 0,
+      latest: null,
+      observed_at: "2026-09-19T00:00:00Z",
+      stale: true,
+    };
+    summary
+      .mockResolvedValueOnce({
+        memory_count: 601,
+        latest: null,
+        observed_at: "2026-09-19T00:00:00Z",
+      })
+      .mockResolvedValueOnce(stale)
+      .mockResolvedValueOnce(stale)
+      .mockResolvedValue({
+        memory_count: 4,
+        latest: null,
+        observed_at: "2026-09-19T00:01:00Z",
+      });
+    render(
+      <ApplicationsHome
+        imports={imports}
+        onManage={() => {}}
+        onMemories={() => {}}
+        onSettings={() => {}}
+      />,
+    );
+    expect(await screen.findByText("601")).toBeTruthy();
+    await act(async () => vi.advanceTimersByTimeAsync(20_000));
+    expect(screen.getByText("601")).toBeTruthy();
+    expect(screen.getByText("正在显示上次数据，稍后自动更新")).toBeTruthy();
+    await act(async () => vi.advanceTimersByTimeAsync(10_000));
+    expect(await screen.findByText("4")).toBeTruthy();
+    expect(screen.queryByText("正在显示上次数据，稍后自动更新")).toBeNull();
+  } finally {
+    vi.useRealTimers();
+  }
+});
 it("never calls a recall event a success when only stored memories are available", async () => {
   render(
     <ApplicationsHome
@@ -1200,7 +1310,7 @@ it("keeps the conversation-sync checking copy before the first home read", () =>
   expect(screen.queryByText(/个应用已开启/)).toBeNull();
 });
 
-it("does not claim there are no memories while the first summary read is pending", async () => {
+it("shows a provisional zero while the first summary read is pending", async () => {
   summary.mockImplementation(() => new Promise(() => {}));
   history.mockResolvedValue({
     available: true,
@@ -1216,7 +1326,9 @@ it("does not claim there are no memories while the first summary read is pending
       onSettings={() => {}}
     />,
   );
-  await screen.findByText("正在读取动态");
+  await screen.findByText("正在准备记忆概览");
+  expect(screen.getByText("0")).toBeTruthy();
+  expect(screen.getByText("正在核对本机记忆…")).toBeTruthy();
   expect(screen.queryByText("还没有已生成的记忆")).toBeNull();
 });
 

memhub/apps/web/src/ApplicationsHome.tsx

@@ -195,7 +195,7 @@ export function ApplicationsHome({
     null,
   );
   const [syncHealth, setSyncHealth] = useState<LiveSyncHealth[]>([]);
-  const [failed, setFailed] = useState(false);
+  const [summaryFailures, setSummaryFailures] = useState(0);
   const [recentCall, setRecentCall] = useState<CallEvent | null>(null);
   const [callEvents, setCallEvents] = useState<CallEvent[]>([]);
   const [callState, setCallState] = useState<
@@ -554,13 +554,17 @@ export function ApplicationsHome({
       busy = false;
       if (stopped) return;
       if (home.status === "fulfilled") {
-        setFailed(false);
         // stale=true 表示这轮读取超时，数字不代表现状：保留上一次的概览，
-        // 等 10 秒后的下一轮轮询补上，绝不清零也不报错。
-        if (!("stale" in home.value) || !home.value.stale)
+        // 等 10 秒后的下一轮轮询补上。重复 stale 仍要进入可恢复状态，
+        // 不能永远停在“正在核对”。
+        if (!("stale" in home.value) || !home.value.stale) {
+          setSummaryFailures(0);
           setSummary(home.value);
+        } else {
+          setSummaryFailures((count) => count + 1);
+        }
       } else {
-        setFailed(true);
+        setSummaryFailures((count) => count + 1);
       }
       if (state.status === "fulfilled") setProcessing(state.value);
       if (sync.status === "fulfilled") setSyncHealth(sync.value);
@@ -578,7 +582,8 @@ export function ApplicationsHome({
   }, [active, requestKey]);
   const visible = summary;
   const latest = visible?.latest;
-  const summaryUnavailable = failed;
+  const summaryUnavailable = visible === null && summaryFailures >= 2;
+  const summaryStale = visible !== null && summaryFailures >= 2;
   const hasCall =
     recentCall !== null &&
     (callState === "ready" || callState === "incomplete");
@@ -642,7 +647,7 @@ export function ApplicationsHome({
       ? t("apps.running")
       : sedimentation?.enabled === false
         ? t("apps.paused")
-        : t("apps.unchecked");
+        : t("apps.checkingStatus");
   const stateDetail =
     sedimentation?.enabled === false
       ? t("apps.stoppedNew")
@@ -821,42 +826,27 @@ export function ApplicationsHome({
               <h2>{t("apps.overview")}</h2>
             </header>
             <div className="r6-home-metrics">
-              <div>
+              <div role="status" aria-live="polite" aria-atomic="true">
                 <p>{t("apps.memories")}</p>
-                {/* The figure slot used to hold the word 读取中 while the first
-                  read was in flight, which is how "大数字不可见" (D51) shows up
-                  on a slow link: the biggest type on the page spends the first
-                  frame saying something that is not a number. A bar of the same
-                  height reserves the digits instead, and the wording moves to a
-                  live region so screen readers still hear it. 暂无法读取 stays a
-                  word, because that is a settled state rather than progress. */}
-                {!visible && !summaryUnavailable ? (
-                  <>
-                    <p className="r6-home-figure">
-                      <span
-                        className="r6-home-figure-pending"
-                        aria-hidden="true"
-                      />
-                    </p>
-                    <small role="status">{t("apps.readingCount")}</small>
-                  </>
-                ) : (
-                  <>
-                    <p className="r6-home-figure">
-                      <strong className={visible ? "" : "r6-home-word"}>
-                        {visible
-                          ? new Intl.NumberFormat(locale).format(
-                              visible.memory_count,
-                            )
-                          : t("apps.unreadable")}
-                      </strong>
-                      {visible && t("apps.unit") ? (
-                        <i>{t("apps.unit")}</i>
-                      ) : null}
-                    </p>
-                    <small>{t("apps.scope")}</small>
-                  </>
-                )}
+                <p className="r6-home-figure">
+                  <strong>
+                    {new Intl.NumberFormat(locale).format(
+                      visible?.memory_count ?? 0,
+                    )}
+                  </strong>
+                  {t("apps.unit") ? <i>{t("apps.unit")}</i> : null}
+                </p>
+                <small>
+                  {visible
+                    ? summaryStale
+                      ? t("apps.showingPrevious")
+                      : t("apps.scope")
+                    : summaryUnavailable
+                      ? t("apps.countWillUpdate")
+                      : summaryFailures
+                        ? t("apps.startingRetry")
+                        : t("apps.readingCount")}
+                </small>
               </div>
               <div>
                 <p>{t("apps.processing")}</p>
@@ -867,12 +857,16 @@ export function ApplicationsHome({
                 <p>{t("apps.recentUpdate")}</p>
                 <strong className={time ? "r6-home-time" : "r6-home-word"}>
                   {time ??
-                    (visible ? t("apps.notGenerated") : t("apps.unchecked"))}
+                    (visible
+                      ? t("apps.notGenerated")
+                      : t("apps.checkingRecent"))}
                 </strong>
                 <small>
                   {time
                     ? `${latestClock?.today ? `${t("apps.today")}· ` : ""}${t("apps.saved")}`
-                    : t("apps.separate")}
+                    : visible
+                      ? t("apps.separate")
+                      : t("apps.recentWillUpdate")}
                 </small>
               </div>
             </div>
@@ -972,7 +966,9 @@ export function ApplicationsHome({
                               .join(" · ")
                           : activity === "importing"
                             ? t("apps.savingConversations")
-                            : t("apps.waitingMemories")}
+                            : activity === "loading"
+                              ? t("apps.recentWillUpdate")
+                              : t("apps.waitingMemories")}
                   </small>
                 </section>
                 {(activity === "unavailable" ||

memhub/apps/web/src/LanguageSelector.test.tsx

@@ -1,11 +1,18 @@
 // @vitest-environment jsdom
 
 import { translate } from "@one-memory/i18n";
-import { cleanup, render, screen } from "@testing-library/react";
+import {
+  cleanup,
+  fireEvent,
+  render,
+  screen,
+  waitFor,
+} from "@testing-library/react";
 import userEvent from "@testing-library/user-event";
 import { afterEach, expect, it, vi } from "vitest";
 import { LANGUAGE_STORAGE_KEY, LanguageProvider } from "./gui-language";
 import { LanguageSelector } from "./LanguageSelector";
+import { optionMenuPosition } from "./OptionMenu";
 
 afterEach(() => {
   cleanup();
@@ -159,3 +166,141 @@ it("announces storage errors without replacing the confirmed choice", async () =
     "zh-CN",
   );
 });
+
+it("keeps a right-edge menu inside the viewport", () => {
+  expect(
+    optionMenuPosition(
+      { top: 8, right: 1016, bottom: 40, left: 872, width: 144 },
+      160,
+      1024,
+      600,
+    ),
+  ).toMatchObject({
+    top: 44,
+    left: 868,
+    width: 144,
+    maxHeight: 280,
+    placement: "below",
+  });
+});
+
+it("flips the menu above when the lower edge has no room", () => {
+  expect(
+    optionMenuPosition(
+      { top: 540, right: 500, bottom: 572, left: 356, width: 144 },
+      180,
+      1024,
+      600,
+    ),
+  ).toMatchObject({
+    top: 356,
+    left: 356,
+    width: 144,
+    maxHeight: 280,
+    placement: "above",
+  });
+});
+
+it("limits the panel to the actual space when neither side has 280px", () => {
+  expect(
+    optionMenuPosition(
+      { top: 40, right: 160, bottom: 60, left: 16, width: 144 },
+      180,
+      320,
+      100,
+    ),
+  ).toMatchObject({
+    top: 64,
+    left: 16,
+    width: 144,
+    maxHeight: 24,
+    placement: "below",
+  });
+});
+
+it("portals the open menu outside clipping layout containers", async () => {
+  render(
+    <LanguageProvider>
+      <div data-testid="clipping-parent">
+        <LanguageSelector compact />
+      </div>
+    </LanguageProvider>,
+  );
+  await userEvent.click(screen.getByRole("combobox"));
+  const listbox = screen.getByRole("listbox");
+  expect(listbox.parentElement).toBe(document.body);
+  expect(
+    listbox.classList.contains("r6-language-option-menu-panel--compact"),
+  ).toBe(true);
+});
+
+it("keeps the menu open while its portal scrollbar or padding is pressed", async () => {
+  render(
+    <LanguageProvider>
+      <LanguageSelector compact />
+    </LanguageProvider>,
+  );
+  const selector = screen.getByRole("combobox");
+  await userEvent.click(selector);
+  const listbox = screen.getByRole("listbox");
+  fireEvent.mouseDown(listbox);
+  fireEvent.blur(selector, { relatedTarget: null });
+  expect(selector.getAttribute("aria-expanded")).toBe("true");
+  fireEvent.mouseUp(document);
+});
+
+it("clears the portal pointer guard when the menu closes mid-press", async () => {
+  render(
+    <LanguageProvider>
+      <LanguageSelector compact />
+    </LanguageProvider>,
+  );
+  const selector = screen.getByRole("combobox");
+  await userEvent.click(selector);
+  fireEvent.mouseDown(screen.getByRole("listbox"));
+  fireEvent.keyDown(document, { key: "Escape" });
+  expect(selector.getAttribute("aria-expanded")).toBe("false");
+
+  await userEvent.click(selector);
+  fireEvent.blur(selector, { relatedTarget: null });
+  expect(selector.getAttribute("aria-expanded")).toBe("false");
+});
+
+it("clears the portal pointer guard when the window loses focus", async () => {
+  render(
+    <LanguageProvider>
+      <LanguageSelector compact />
+    </LanguageProvider>,
+  );
+  const selector = screen.getByRole("combobox");
+  await userEvent.click(selector);
+  fireEvent.mouseDown(screen.getByRole("listbox"));
+  fireEvent.blur(window);
+  fireEvent.blur(selector, { relatedTarget: null });
+  expect(selector.getAttribute("aria-expanded")).toBe("false");
+});
+
+it("closes the portal when its anchor scrolls completely out of view", async () => {
+  render(
+    <LanguageProvider>
+      <LanguageSelector compact />
+    </LanguageProvider>,
+  );
+  const selector = screen.getByRole("combobox");
+  vi.spyOn(selector, "getBoundingClientRect").mockReturnValue({
+    top: 20,
+    right: 1168,
+    bottom: 52,
+    left: 1024,
+    width: 144,
+    height: 32,
+    x: 1024,
+    y: 20,
+    toJSON: () => ({}),
+  });
+  await userEvent.click(selector);
+  await waitFor(() =>
+    expect(selector.getAttribute("aria-expanded")).toBe("false"),
+  );
+  expect(screen.queryByRole("listbox")).toBeNull();
+});

memhub/apps/web/src/LanguageSelector.tsx

@@ -54,6 +54,11 @@ export function LanguageSelector({ compact = false }: { compact?: boolean }) {
           disabled={pending}
           options={options}
           className="r6-language-option-menu"
+          panelClassName={
+            compact
+              ? "r6-language-option-menu-panel--compact"
+              : "r6-language-option-menu-panel--settings"
+          }
           onChange={async (value) => {
             if (!isLanguagePreference(value)) return;
             setPending(true);

memhub/apps/web/src/MemoryMap.test.tsx

@@ -13,7 +13,6 @@ import {
   fireEvent,
   render,
   screen,
-  waitFor,
   within,
 } from "@testing-library/react";
 import userEvent from "@testing-library/user-event";
@@ -259,6 +258,40 @@ it("OBS-15: switching memory shows a read in progress instead of the previous me
   expect(screen.getByRole("status").textContent).toContain("正在读取这条记忆");
 });
 
+it("shows a stable loading surface when the selected memory is read again", async () => {
+  const view = render(<Host simplified />);
+  await act(async () => {});
+  expect(screen.getByRole("heading", { name: "第一条" })).toBeTruthy();
+  view.rerender(<Host simplified deferMemoryId="m0" />);
+  await userEvent.click(
+    within(screen.getByRole("list", { name: "地图记忆列表" })).getByRole(
+      "button",
+      { name: /第一条/ },
+    ),
+  );
+  expect(screen.queryByRole("heading", { name: "第一条" })).toBeNull();
+  expect(screen.getByRole("status").textContent).toContain("正在读取这条记忆");
+  expect(document.querySelector(".map-detail-loading")).toBeTruthy();
+});
+
+it("shows retry instead of stale content when the selected memory reread fails", async () => {
+  const view = render(<Host simplified />);
+  await act(async () => {});
+  expect(screen.getByRole("heading", { name: "第一条" })).toBeTruthy();
+  view.rerender(<Host simplified failMemoryId="m0" />);
+  await userEvent.click(
+    within(screen.getByRole("list", { name: "地图记忆列表" })).getByRole(
+      "button",
+      { name: /第一条/ },
+    ),
+  );
+  expect(screen.queryByRole("heading", { name: "第一条" })).toBeNull();
+  expect(screen.getByRole("alert").textContent).toContain(
+    "这条记忆的原文暂时无法读取",
+  );
+  expect(screen.getByRole("button", { name: "重试读取原文" })).toBeTruthy();
+});
+
 it("keeps the detail header outside the scrolling body and resets detail scroll on selection", async () => {
   const { container } = render(
     <Host simplified sources={[importedSources[0]]} />,
@@ -269,6 +302,14 @@ it("keeps the detail header outside the scrolling body and resets detail scroll
   const body = container.querySelector<HTMLElement>(".map-inspector-body");
   expect(heading?.nextElementSibling).toBe(body);
   if (!body) throw new Error("Memory detail scroll body is missing");
+  body.scrollTop = 90;
+  await userEvent.click(
+    within(screen.getByRole("list", { name: "地图记忆列表" })).getByRole(
+      "button",
+      { name: /第一条/ },
+    ),
+  );
+  expect(body.scrollTop).toBe(0);
   body.scrollTop = 180;
   await userEvent.click(
     within(screen.getByRole("list", { name: "地图记忆列表" })).getByRole(
@@ -348,6 +389,8 @@ function Host({
   processing = null,
   loaded = true,
   deferMemoryId,
+  failMemoryId,
+  graphValue = graph,
   onViewHistory,
   onConfigureModel = () => {},
   libraryView,
@@ -363,11 +406,17 @@ function Host({
   processing?: MemoryProcessingSummary | null;
   loaded?: boolean;
   deferMemoryId?: string;
+  failMemoryId?: string;
+  graphValue?: MemoryGraphResponse;
   onViewHistory?(): void;
   onConfigureModel?(): void;
   libraryView?: Parameters<typeof MemoryMap>[0]["libraryView"];
 } = {}) {
   const [detail, setDetail] = useState<MemoryDetail | null>(null);
+  const [detailLoad, setDetailLoad] = useState<{
+    memoryId: string;
+    status: "loading" | "failed";
+  } | null>(null);
   return (
     <MemoryMap
       simplified={simplified}
@@ -375,7 +424,7 @@ function Host({
       hidden={hidden}
       overlayBlocked={overlayBlocked}
       memories={items}
-      graph={graph}
+      graph={graphValue}
       sources={sources}
       arrival={arrival}
       onViewHistory={onViewHistory}
@@ -389,14 +438,25 @@ function Host({
             }
           : null
       }
+      detailLoad={detailLoad}
       draft={detail?.memory.content ?? ""}
       busy={false}
       answer={null}
       streaming={null}
       requestIds={{ current: new Map() }}
       onOpenMemory={(id) => {
+        if (failMemoryId && id === failMemoryId) {
+          setDetail(null);
+          setDetailLoad({ memoryId: id, status: "failed" });
+          return;
+        }
         // Lets a test leave one read unanswered.
-        if (deferMemoryId && id === deferMemoryId) return;
+        if (deferMemoryId && id === deferMemoryId) {
+          setDetail(null);
+          setDetailLoad({ memoryId: id, status: "loading" });
+          return;
+        }
+        setDetailLoad(null);
         setDetail({
           memory: items.find((m) => m.memory_id === id) ?? items[0],
           evidence: [
@@ -414,7 +474,10 @@ function Host({
           index_sync: null,
         });
       }}
-      onCloseDetail={() => setDetail(null)}
+      onCloseDetail={() => {
+        setDetail(null);
+        setDetailLoad(null);
+      }}
       onAsk={() => {}}
       onDraft={() => {}}
       onSave={() => {}}
@@ -467,6 +530,57 @@ it("does not present an unverified empty page as zero memories", () => {
   expect(screen.queryByText(/0 条/)).toBeNull();
   expect(screen.queryByText("还没有已生成的记忆")).toBeNull();
 });
+
+it("does not show the previous source graph while the new scope's graph loads", () => {
+  render(
+    <Host
+      simplified
+      libraryView={{
+        ...pagedView({
+          items: memories,
+          total: memories.length,
+          offset: 0,
+          limit: 20,
+          source_ids_by_memory: { m0: ["codex"], m1: ["codex"] },
+        }),
+        query: "项目",
+        graphLoading: true,
+      }}
+    />,
+  );
+  expect(screen.queryByTestId("canvas")).toBeNull();
+  expect(screen.getByText("正在读取记忆地图…")).toBeTruthy();
+  // The list keeps its own state: graph loading is not page staleness.
+  expect(screen.queryByText("正在核对来源…")).toBeNull();
+});
+
+it("shows a retry instead of collapsing a failed graph to the current page", async () => {
+  const onRetry = vi.fn();
+  render(
+    <Host
+      simplified
+      libraryView={{
+        ...pagedView({
+          items: memories,
+          total: memories.length,
+          offset: 0,
+          limit: 20,
+          source_ids_by_memory: { m0: ["codex"], m1: ["codex"] },
+        }),
+        graphFailed: true,
+        onRetry,
+      }}
+    />,
+  );
+  expect(screen.queryByTestId("canvas")).toBeNull();
+  expect(screen.getByText("记忆暂时无法读取")).toBeTruthy();
+  expect(screen.getByRole("status").textContent).toBe("记忆暂时无法读取");
+  await userEvent.click(
+    screen.getByRole("button", { name: "重新读取地图记忆" }),
+  );
+  expect(onRetry).toHaveBeenCalledOnce();
+});
+
 it("starts with receipt-backed source grouping, keeping topics secondary", () => {
   render(<Host />);
   expect(
@@ -478,6 +592,118 @@ it("starts with receipt-backed source grouping, keeping topics secondary", () =>
   expect(screen.getByRole("button", { name: "Codex2" })).toBeDefined();
 });
 
+it("restores the full graph scope when the source filter returns to all applications", async () => {
+  const workbuddyMemory = {
+    ...memories[1],
+    memory_id: "workbuddy-memory",
+    content: "较早的 WorkBuddy 记忆",
+  };
+  const allGraph = {
+    total_memories: 2,
+    projected_memories: 2,
+    hy_graph_available: false,
+    nodes: [
+      graph.nodes.find((node) => node.node_id === "memory:m0"),
+      graph.nodes.find((node) => node.node_id === "source:codex"),
+      {
+        node_id: "memory:workbuddy-memory",
+        node_type: "memory",
+        memory_id: "workbuddy-memory",
+        label: workbuddyMemory.content,
+      },
+      {
+        node_id: "source:workbuddy",
+        node_type: "source",
+        source_id: "workbuddy",
+        label: "WorkBuddy",
+      },
+    ].filter(Boolean),
+    edges: [
+      {
+        edge_id: "cursor-memory",
+        source_node_id: "source:codex",
+        target_node_id: "memory:m0",
+        relation: "evidence_source",
+        origin: "provenance",
+      },
+      {
+        edge_id: "workbuddy-memory",
+        source_node_id: "source:workbuddy",
+        target_node_id: "memory:workbuddy-memory",
+        relation: "evidence_source",
+        origin: "provenance",
+      },
+    ],
+  } as MemoryGraphResponse;
+  const cursorGraph = {
+    ...allGraph,
+    total_memories: 1,
+    projected_memories: 1,
+    nodes: allGraph.nodes.filter(
+      (node) => node.node_id === "memory:m0" || node.node_id === "source:codex",
+    ),
+    edges: [allGraph.edges[0]],
+  };
+
+  function ScopeHarness() {
+    const [source, setSource] = useState("codex");
+    return (
+      <Host
+        simplified
+        items={[memories[0]]}
+        graphValue={source ? cursorGraph : allGraph}
+        sources={
+          [
+            {
+              source_id: "codex",
+              display_name: "Cursor",
+              authorized: true,
+            },
+            {
+              source_id: "workbuddy",
+              display_name: "WorkBuddy",
+              authorized: true,
+            },
+            {
+              source_id: "retired",
+              display_name: "Retired",
+              authorized: false,
+            },
+          ] as SourceResponse[]
+        }
+        libraryView={{
+          ...pagedView({
+            items: [memories[0]],
+            total: source ? 1 : 2,
+            offset: 0,
+            limit: 20,
+            source_ids_by_memory: { m0: ["codex"] },
+          }),
+          source,
+          onSource: setSource,
+        }}
+      />
+    );
+  }
+
+  render(<ScopeHarness />);
+  expect(
+    screen.queryByRole("button", {
+      name: "图中选择 较早的 WorkBuddy 记忆",
+    }),
+  ).toBeNull();
+  await userEvent.click(screen.getByRole("combobox", { name: "来源" }));
+  await userEvent.click(screen.getByRole("option", { name: "全部应用" }));
+  expect(
+    screen.getByRole("button", {
+      name: "图中选择 较早的 WorkBuddy 记忆",
+    }),
+  ).toBeTruthy();
+  expect(
+    screen.getByRole("button", { name: "图中选择 WorkBuddy" }),
+  ).toBeTruthy();
+});
+
 function pagedView(
   page: Parameters<typeof MemoryMap>[0]["libraryView"] extends infer V
     ? V extends { page: infer P }
@@ -580,6 +806,8 @@ it("keeps pagination and current detail stable while the next page is loading",
   const libraryView = { ...pagedView(page), onPage };
   const view = render(<Host simplified libraryView={libraryView} />);
   const list = screen.getByRole("list", { name: "地图记忆列表" });
+  const statusSlot = document.querySelector(".map-list-status");
+  expect(statusSlot?.getAttribute("data-visible")).toBe("false");
   list.scrollTop = 160;
   const pager = screen.getByRole("navigation", { name: "地图记忆分页" });
   await userEvent.click(
@@ -594,6 +822,8 @@ it("keeps pagination and current detail stable while the next page is loading",
       .getByRole("navigation", { name: "地图记忆分页" })
       .getAttribute("aria-busy"),
   ).toBe("true");
+  expect(document.querySelector(".map-list-status")).toBe(statusSlot);
+  expect(statusSlot?.getAttribute("data-visible")).toBe("true");
   expect(
     (
       screen.getByRole("button", {
@@ -629,10 +859,131 @@ it("keeps pagination and current detail stable while the next page is loading",
     />,
   );
   expect(list.scrollTop).toBe(0);
+  expect(document.querySelector(".map-list-status")).toBe(statusSlot);
+  expect(statusSlot?.getAttribute("data-visible")).toBe("false");
   expect(within(list).getByText("下一页第 1 条")).toBeTruthy();
-  await waitFor(() =>
-    expect(screen.queryByRole("heading", { name: "第一条" })).toBeNull(),
+  expect(
+    await screen.findByRole("heading", { name: "下一页第 1 条" }),
+  ).toBeTruthy();
+  expect(
+    within(list)
+      .getByRole("button", { name: /下一页第 1 条/ })
+      .getAttribute("aria-pressed"),
+  ).toBe("true");
+  expect(screen.queryByRole("heading", { name: "第一条" })).toBeNull();
+});
+
+it("keeps the page intent through a failed read and selects the first row after retry", async () => {
+  const onPage = vi.fn();
+  const onRetry = vi.fn();
+  const page = {
+    items: memories,
+    total: 202,
+    offset: 0,
+    limit: 100,
+    source_ids_by_memory: { m0: ["codex"], m1: ["codex"] },
+  };
+  const base = { ...pagedView(page), onPage, onRetry };
+  const view = render(<Host simplified libraryView={base} />);
+  await act(async () => {});
+  await userEvent.click(screen.getByRole("button", { name: "下一页记忆" }));
+  expect(
+    within(screen.getByRole("list", { name: "地图记忆列表" }))
+      .getByRole("button", { name: /第一条/ })
+      .hasAttribute("disabled"),
+  ).toBe(true);
+
+  view.rerender(
+    <Host
+      simplified
+      libraryView={{
+        ...base,
+        loading: false,
+        failed: true,
+        requestedOffset: 100,
+      }}
+    />,
   );
+  expect(screen.getByRole("heading", { name: "第一条" })).toBeTruthy();
+  await userEvent.click(
+    screen.getByRole("button", { name: "重新读取地图记忆" }),
+  );
+  expect(onRetry).toHaveBeenCalledOnce();
+  expect(
+    within(screen.getByRole("list", { name: "地图记忆列表" }))
+      .getByRole("button", { name: /第一条/ })
+      .hasAttribute("disabled"),
+  ).toBe(true);
+  expect(
+    (
+      screen.getByRole("button", {
+        name: "搜索",
+      }) as HTMLButtonElement
+    ).disabled,
+  ).toBe(true);
+
+  const nextItems = memories.map((memory, index) => ({
+    ...memory,
+    memory_id: `retry-${index}`,
+    content: `重试页第 ${index + 1} 条`,
+  }));
+  view.rerender(
+    <Host
+      simplified
+      items={nextItems}
+      libraryView={{
+        ...base,
+        requestedOffset: 100,
+        page: {
+          ...page,
+          items: nextItems,
+          offset: 100,
+          source_ids_by_memory: {
+            "retry-0": ["codex"],
+            "retry-1": ["codex"],
+          },
+        },
+        loading: false,
+        failed: false,
+      }}
+    />,
+  );
+  expect(
+    await screen.findByRole("heading", { name: "重试页第 1 条" }),
+  ).toBeTruthy();
+});
+
+it("returns to the shown page when a failed page request is cancelled by a row click", async () => {
+  const onPage = vi.fn();
+  const page = {
+    items: memories,
+    total: 202,
+    offset: 0,
+    limit: 100,
+    source_ids_by_memory: { m0: ["codex"], m1: ["codex"] },
+  };
+  const base = { ...pagedView(page), onPage };
+  const view = render(<Host simplified libraryView={base} />);
+  await act(async () => {});
+  await userEvent.click(screen.getByRole("button", { name: "下一页记忆" }));
+  view.rerender(
+    <Host
+      simplified
+      libraryView={{
+        ...base,
+        failed: true,
+        requestedOffset: 100,
+      }}
+    />,
+  );
+  await userEvent.click(
+    within(screen.getByRole("list", { name: "地图记忆列表" })).getByRole(
+      "button",
+      { name: /第二条/ },
+    ),
+  );
+  expect(onPage.mock.calls).toEqual([[100], [0]]);
+  expect(await screen.findByRole("heading", { name: "第二条" })).toBeTruthy();
 });
 
 it("names the SDK's no-source bucket 未识别来源, apart from a source under review", () => {
@@ -712,8 +1063,10 @@ it("badges each listed memory with its scene and pages 20 at a time", () => {
   expect((next as HTMLButtonElement).disabled).toBe(false);
   fireEvent.click(next);
   expect(view.onPage).toHaveBeenCalledWith(40);
-  fireEvent.click(screen.getByRole("button", { name: "上一页记忆" }));
-  expect(view.onPage).toHaveBeenCalledWith(0);
+  const previous = screen.getByRole("button", { name: "上一页记忆" });
+  expect((previous as HTMLButtonElement).disabled).toBe(true);
+  fireEvent.click(previous);
+  expect(view.onPage).not.toHaveBeenCalledWith(0);
 });
 
 it("says a filtered source is empty rather than that nothing matched", () => {
@@ -1238,7 +1591,8 @@ it("drops a pending source selection when that source is revoked", async () => {
       }}
     />,
   );
-  expect(screen.queryByRole("button", { name: "图中选择 Codex" })).toBeNull();
+  // Memories already distilled from a revoked source stay on the map, but the
+  // revoked source can no longer be the selection.
   expect(screen.getByTestId("canvas").dataset.selected).not.toBe(
     "source:codex",
   );

memhub/apps/web/src/MemoryMap.tsx

@@ -95,9 +95,13 @@ type Props = {
     page: MemoryLibraryPage | null;
     loading: boolean;
     failed: boolean;
+    /** The graph for the current source/query scope has not arrived yet. */
+    graphLoading?: boolean;
+    graphFailed?: boolean;
     stale: boolean;
     settledSource?: string;
     settledQuery?: string;
+    requestedOffset?: number;
     /** The source id the SDK uses for "no source given" (shown as 未识别来源). */
     unattributedSource?: string;
     onQuery(value: string): void;
@@ -221,6 +225,15 @@ export function MemoryMap(props: Props) {
   const [pendingSourceSelection, setPendingSourceSelection] = useState<
     string | null
   >(null);
+  const [pendingPageOffset, setPendingPageOffset] = useState<number | null>(
+    null,
+  );
+  const [pageRetrying, setPageRetrying] = useState(false);
+  const pageRetrySawLoading = useRef(false);
+  const [detailResetRevision, setDetailResetRevision] = useState(0);
+  const pageTransitioning =
+    !!library?.loading ||
+    (pendingPageOffset !== null && (!library?.failed || pageRetrying));
   const [question, setQuestion] = useState("");
   const [inspectorOpen, setInspectorOpen] = useState(false);
   const [filterNotice, setFilterNotice] = useState("");
@@ -316,6 +329,31 @@ export function MemoryMap(props: Props) {
     [active, group, search, serverPaged, axis, groupKey],
   );
   const projection = useMemo(() => {
+    // Until the new scope's graph arrives (or after it failed), drawing the
+    // previous scope's graph would show the wrong source.
+    if (serverPaged && (library?.graphLoading || library?.graphFailed))
+      return {
+        total_memories: library.page?.total ?? 0,
+        projected_memories: 0,
+        hy_graph_available: false,
+        nodes: [],
+        edges: [],
+      };
+    // Source filtering owns the graph scope, while pagination owns only the
+    // left-hand list window. Projecting the graph back down to the current
+    // 20-row page made "All applications" look like whichever source happened
+    // to dominate that page. Keyword search is intentionally page-scoped.
+    if (serverPaged && !library?.query) {
+      return (
+        baseGraph ??
+        projectMap(
+          graph,
+          active,
+          axis,
+          filtered.map((m) => m.memory_id),
+        )
+      );
+    }
     const result = projectMap(
       graph,
       active,
@@ -347,7 +385,21 @@ export function MemoryMap(props: Props) {
           confidence: null,
         })),
     };
-  }, [graph, axis, filtered, active, groupKey, search, sources, serverPaged]);
+  }, [
+    baseGraph,
+    graph,
+    axis,
+    filtered,
+    active,
+    groupKey,
+    search,
+    sources,
+    serverPaged,
+    library?.query,
+    library?.graphLoading,
+    library?.graphFailed,
+    library?.page?.total,
+  ]);
   const visibleGroupNode = groupNode
     ? (projection.nodes.find(
         (node) =>
@@ -384,6 +436,7 @@ export function MemoryMap(props: Props) {
     : selectedSource
       ? `source:${selectedSource.source_id}`
       : (visibleGroupNode?.node_id ?? "empty");
+  const inspectorResetKey = `${inspectorIdentity}:${detailResetRevision}`;
   const visibleDetail =
     detail &&
     (!activeId || activeId === detail.memory.memory_id) &&
@@ -395,10 +448,24 @@ export function MemoryMap(props: Props) {
   const inspectorDetail =
     visibleDetail ??
     (activeId && lastDetail.current ? lastDetail.current : null);
+  const readingActiveDetail =
+    !!activeId &&
+    props.detailLoad?.memoryId === activeId &&
+    props.detailLoad.status === "loading";
+  const failedActiveDetail =
+    !!activeId &&
+    props.detailLoad?.memoryId === activeId &&
+    props.detailLoad.status === "failed";
   const pick = useCallback(
     (memoryId: string, scroll = true) => {
       if (!active.some((memory) => memory.memory_id === memoryId)) return;
+      if (pendingPageOffset !== null && library?.failed && library.page)
+        library.onPage(library.page.offset);
       setPendingSourceSelection(null);
+      setPendingPageOffset(null);
+      setPageRetrying(false);
+      pageRetrySawLoading.current = false;
+      setDetailResetRevision((current) => current + 1);
       scrollSelection.current = scroll;
       if (!filtered.some((memory) => memory.memory_id === memoryId)) {
         setGroupKey("");
@@ -410,7 +477,7 @@ export function MemoryMap(props: Props) {
       setInspectorOpen(true);
       onOpenMemory(memoryId);
     },
-    [active, filtered, onOpenMemory],
+    [active, filtered, library, onOpenMemory, pendingPageOffset],
   );
   useEffect(() => {
     if (
@@ -438,6 +505,24 @@ export function MemoryMap(props: Props) {
     pick,
     selectedSource,
   ]);
+  useLayoutEffect(() => {
+    if (pendingPageOffset === null || !library || library.loading) return;
+    if (library.failed || library.stale) return;
+    const expectedOffset = library.requestedOffset ?? pendingPageOffset;
+    if (library.page?.offset !== expectedOffset) return;
+    setPendingPageOffset(null);
+    setPageRetrying(false);
+    pageRetrySawLoading.current = false;
+    const first = active[0];
+    if (first) {
+      pick(first.memory_id, false);
+      return;
+    }
+    setSelectedId(null);
+    setGroupNode(null);
+    setInspectorOpen(false);
+    onCloseDetail();
+  }, [active, library, onCloseDetail, pendingPageOffset, pick]);
   useEffect(() => {
     if (!props.simplified || openedDefault.current || overlaysSuspended) return;
     if (library?.loading && filtered.length === 0) return;
@@ -455,6 +540,17 @@ export function MemoryMap(props: Props) {
     detail,
     pick,
   ]);
+  useEffect(() => {
+    if (!pageRetrying || !library) return;
+    if (library.loading) {
+      pageRetrySawLoading.current = true;
+      return;
+    }
+    if (pageRetrySawLoading.current && library.failed) {
+      pageRetrySawLoading.current = false;
+      setPageRetrying(false);
+    }
+  }, [library, pageRetrying]);
   useEffect(() => {
     if (!activeId || !scrollSelection.current) return;
     scrollSelection.current = false;
@@ -474,9 +570,9 @@ export function MemoryMap(props: Props) {
   useLayoutEffect(() => {
     // Detail content owns its own scrollport. A newly selected memory must
     // start at its heading instead of inheriting the previous inspector view.
-    if (inspectorIdentity === "empty") return;
+    if (inspectorResetKey.startsWith("empty:")) return;
     if (inspectorBody.current) inspectorBody.current.scrollTop = 0;
-  }, [inspectorIdentity]);
+  }, [inspectorResetKey]);
   const settledPageOffset = library?.page?.offset;
   useLayoutEffect(() => {
     // A settled page is a new reading surface, not a continuation of the
@@ -489,12 +585,16 @@ export function MemoryMap(props: Props) {
     setSelectedId(null);
     setGroupNode(null);
     setPendingSourceSelection(null);
+    setPendingPageOffset(null);
+    setPageRetrying(false);
+    pageRetrySawLoading.current = false;
     setInspectorOpen(false);
     onCloseDetail();
   }, [onCloseDetail]);
   useEffect(() => {
     // A background map does not own the shared inspector in another mode.
-    if (overlaysSuspended || library?.loading) return;
+    if (overlaysSuspended || library?.loading || pendingPageOffset !== null)
+      return;
     if (
       requestedId &&
       !active.some((memory) => memory.memory_id === requestedId)
@@ -514,6 +614,7 @@ export function MemoryMap(props: Props) {
     clear,
     overlaysSuspended,
     library?.loading,
+    pendingPageOffset,
   ]);
   function closeInspector() {
     if (!compact) {
@@ -523,6 +624,14 @@ export function MemoryMap(props: Props) {
     setPendingSourceSelection(null);
     setInspectorOpen(false);
   }
+  function retryLibrary() {
+    if (!library) return;
+    if (pendingPageOffset !== null) {
+      pageRetrySawLoading.current = false;
+      setPageRetrying(true);
+    }
+    library.onRetry();
+  }
   function chooseGroup(key: string) {
     setGroupNode(null);
     if (library) {
@@ -577,6 +686,17 @@ export function MemoryMap(props: Props) {
       ? text("未识别来源")
       : null) ??
     text("全部记忆");
+  const libraryStatus = !library
+    ? ""
+    : library.failed
+      ? text("读取失败")
+      : library.stale
+        ? text("正在核对来源…")
+        : pageTransitioning
+          ? refreshing && library.page?.total !== 0
+            ? text("正在核对…")
+            : text("正在读取…")
+          : "";
   if (
     props.simplified &&
     (!library ||
@@ -777,21 +897,20 @@ export function MemoryMap(props: Props) {
             <button
               type="submit"
               className="map-search-submit"
-              disabled={library.loading || hidden}
+              disabled={pageTransitioning || hidden}
             >
               {text("搜索")}
             </button>
           ) : null}
         </form>
-        {library && (library.loading || library.stale || library.failed) ? (
-          <p className="map-list-status" aria-live="polite">
-            {library.failed
-              ? text("读取失败")
-              : library.stale
-                ? text("正在核对来源…")
-                : refreshing && library.page?.total !== 0
-                  ? text("正在核对…")
-                  : text("正在读取…")}
+        {library ? (
+          <p
+            className="map-list-status"
+            aria-live="polite"
+            aria-hidden={!libraryStatus || undefined}
+            data-visible={libraryStatus ? "true" : "false"}
+          >
+            {libraryStatus || "\u00a0"}
           </p>
         ) : null}
         {!props.simplified && (
@@ -861,6 +980,7 @@ export function MemoryMap(props: Props) {
                 type="button"
                 className="map-memory-item"
                 aria-pressed={activeId === m.memory_id}
+                disabled={pageTransitioning}
                 onClick={() => pick(m.memory_id)}
               >
                 <span className={`map-state ${m.status}`} aria-hidden="true" />
@@ -914,7 +1034,7 @@ export function MemoryMap(props: Props) {
         {library?.failed && (
           <div role="alert">
             <p>{text("记忆读取失败，请重试。")}</p>
-            <R6Button onClick={library.onRetry}>
+            <R6Button onClick={retryLibrary}>
               {text("重新读取地图记忆")}
             </R6Button>
           </div>
@@ -949,7 +1069,7 @@ export function MemoryMap(props: Props) {
           !library.stale && (
             <nav
               aria-label={text("地图记忆分页")}
-              aria-busy={library.loading || undefined}
+              aria-busy={pageTransitioning || undefined}
               className="map-pagination"
             >
               <button
@@ -957,11 +1077,16 @@ export function MemoryMap(props: Props) {
                 className="quiet map-tool"
                 aria-label={text("上一页记忆")}
                 title={text("上一页记忆")}
-                disabled={library.loading || library.page.offset === 0}
+                disabled={pageTransitioning || library.page.offset === 0}
                 onClick={() => {
                   if (axis === "topic") setGroupKey("");
-                  if (library.page)
-                    library.onPage(library.page.offset - library.page.limit);
+                  if (library.page) {
+                    const offset = library.page.offset - library.page.limit;
+                    setPageRetrying(false);
+                    pageRetrySawLoading.current = false;
+                    setPendingPageOffset(offset);
+                    library.onPage(offset);
+                  }
                 }}
               >
                 <ChevronLeft size={16} aria-hidden="true" />
@@ -987,13 +1112,18 @@ export function MemoryMap(props: Props) {
                 aria-label={text("下一页记忆")}
                 title={text("下一页记忆")}
                 disabled={
-                  library.loading ||
+                  pageTransitioning ||
                   library.page.offset + library.page.limit >= library.page.total
                 }
                 onClick={() => {
                   if (axis === "topic") setGroupKey("");
-                  if (library.page)
-                    library.onPage(library.page.offset + library.page.limit);
+                  if (library.page) {
+                    const offset = library.page.offset + library.page.limit;
+                    setPageRetrying(false);
+                    pageRetrySawLoading.current = false;
+                    setPendingPageOffset(offset);
+                    library.onPage(offset);
+                  }
                 }}
               >
                 <ChevronRight size={16} aria-hidden="true" />
@@ -1059,22 +1189,33 @@ export function MemoryMap(props: Props) {
           ) : (
             <div className="map-empty-stage">
               <Network size={32} strokeWidth={1} />
-              <p>
+              <p
+                {...(library?.graphFailed || library?.graphLoading
+                  ? { role: "status", "aria-live": "polite" as const }
+                  : {})}
+              >
                 {library?.stale
                   ? text("可在沉淀记忆后查看视图")
-                  : library?.failed
+                  : library?.graphFailed || library?.failed
                     ? text("记忆暂时无法读取")
-                    : library?.page &&
-                        (library.query || library.source || groupKey)
-                      ? text("当前筛选没有可显示的记忆")
-                      : !loaded
-                        ? text("正在读取记忆…")
-                        : active.length
-                          ? text("当前筛选没有可显示的记忆")
-                          : arrival.importedMessages > 0
-                            ? text("已保存的对话还未生成记忆")
-                            : text("还没有可显示的记忆")}
+                    : library?.graphLoading
+                      ? text("正在读取记忆地图…")
+                      : library?.page &&
+                          (library.query || library.source || groupKey)
+                        ? text("当前筛选没有可显示的记忆")
+                        : !loaded
+                          ? text("正在读取记忆…")
+                          : active.length
+                            ? text("当前筛选没有可显示的记忆")
+                            : arrival.importedMessages > 0
+                              ? text("已保存的对话还未生成记忆")
+                              : text("还没有可显示的记忆")}
               </p>
+              {library?.graphFailed ? (
+                <R6Button onClick={library.onRetry}>
+                  {text("重新读取地图记忆")}
+                </R6Button>
+              ) : null}
             </div>
           )}
         </div>
@@ -1167,7 +1308,7 @@ export function MemoryMap(props: Props) {
       <MemoryEvidencePanel
         open={inspectorOpen && !!(activeId || visibleGroupNode)}
         suspended={overlaysSuspended}
-        scrollResetKey={activeId ?? visibleGroupNode?.node_id ?? "empty"}
+        scrollResetKey={inspectorResetKey}
         onClose={closeInspector}
       >
         <header className="map-inspector-heading">
@@ -1202,7 +1343,7 @@ export function MemoryMap(props: Props) {
                   <button
                     type="button"
                     className="secondary"
-                    onClick={library.onRetry}
+                    onClick={retryLibrary}
                   >
                     {text("重试")}
                   </button>
@@ -1223,8 +1364,17 @@ export function MemoryMap(props: Props) {
             </div>
           ) : props.simplified && inspectorDetail ? (
             <div
+              key={`${inspectorDetail.memory.memory_id}:${detailResetRevision}:${
+                readingActiveDetail
+                  ? "loading"
+                  : failedActiveDetail
+                    ? "failed"
+                    : "ready"
+              }`}
+              className="map-detail-surface"
               aria-busy={
                 refreshing ||
+                readingActiveDetail ||
                 inspectorDetail.memory.memory_id !== activeId ||
                 undefined
               }
@@ -1249,7 +1399,21 @@ export function MemoryMap(props: Props) {
                 until the new one arrived, which read as "nothing happened"
                 for two or three seconds. A read is not a value: show that a
                 read is happening instead. */}
-              {activeId && inspectorDetail.memory.memory_id !== activeId ? (
+              {failedActiveDetail ? (
+                <div className="map-detail-loading">
+                  <p role="alert">
+                    {text("这条记忆的原文暂时无法读取，选择已保留。")}
+                  </p>
+                  <button
+                    type="button"
+                    className="secondary"
+                    onClick={() => activeId && onOpenMemory(activeId)}
+                  >
+                    {text("重试读取原文")}
+                  </button>
+                </div>
+              ) : readingActiveDetail ||
+                (activeId && inspectorDetail.memory.memory_id !== activeId) ? (
                 <div className="map-detail-loading">
                   <div className="map-detail-skeleton" aria-hidden="true">
                     <i />

memhub/apps/web/src/MemorySpace.sdk-authority.test.tsx

@@ -5,6 +5,7 @@ import type {
   SdkMemoryRecord,
 } from "@one-memory/contracts";
 import {
+  act,
   cleanup,
   fireEvent,
   render,
@@ -63,6 +64,9 @@ vi.mock("./MemoryMap", () => ({
         source_ids_by_memory?: Record<string, string[]>;
         offset: number;
       } | null;
+      graphLoading?: boolean;
+      graphFailed?: boolean;
+      stale: boolean;
       unattributedSource?: string;
       onSource(value: string): void;
       onQuery(value: string): void;
@@ -91,6 +95,13 @@ vi.mock("./MemoryMap", () => ({
       <span data-testid="map-busy">{String(busy)}</span>
       <span data-testid="map-detail">{detail?.memory.memory_id ?? ""}</span>
       <span data-testid="map-offset">{libraryView?.page?.offset ?? ""}</span>
+      <span data-testid="map-stale">{String(libraryView?.stale)}</span>
+      <span data-testid="map-graph-loading">
+        {String(libraryView?.graphLoading)}
+      </span>
+      <span data-testid="map-graph-failed">
+        {String(libraryView?.graphFailed)}
+      </span>
       <button type="button" onClick={() => onOpenMemory("e1")}>
         open e1
       </button>
@@ -133,6 +144,15 @@ vi.mock("./MemoryMap", () => ({
       >
         pick workbuddy
       </button>
+      <button
+        type="button"
+        onClick={() => {
+          libraryView?.onSource("");
+          libraryView?.resetPage();
+        }}
+      >
+        pick all
+      </button>
     </div>
   ),
 }));
@@ -214,11 +234,23 @@ it("draws the map from SDK memories on SDK authority, without legacy reads", asy
     expect.any(AbortSignal),
   );
   expect(api.sdkGraph).toHaveBeenCalledWith(
-    { source: undefined, offset: 0, limit: 100 },
+    { source: undefined, offset: 0, limit: 300 },
     expect.any(AbortSignal),
   );
 });
 
+it("keeps a graph read failure explicit instead of presenting the list page as the graph", async () => {
+  sdkAuthority();
+  api.sdkGraph.mockRejectedValue(new Error("graph unavailable"));
+  render(<MemorySpace simplified active />);
+
+  await waitFor(() =>
+    expect(screen.getByTestId("map-loaded").textContent).toBe("true"),
+  );
+  expect(screen.getByTestId("map-graph-failed").textContent).toBe("true");
+  expect(screen.getByTestId("map-nodes").textContent).toBe("none");
+});
+
 it("keeps rows, sources, count and graph on the one filtered page", async () => {
   sdkAuthority();
   render(<MemorySpace simplified active />);
@@ -251,12 +283,150 @@ it("keeps rows, sources, count and graph on the one filtered page", async () =>
     expect.any(AbortSignal),
   );
   expect(api.sdkGraph).toHaveBeenLastCalledWith(
-    { source: "workbuddy", offset: 0, limit: 100 },
+    { source: "workbuddy", offset: 0, limit: 300 },
     expect.any(AbortSignal),
   );
   expect(await screen.findByText(/566/)).toBeTruthy();
 });
 
+it("hides the previous source graph until the all-applications graph settles", async () => {
+  sdkAuthority();
+  render(<MemorySpace simplified active />);
+  await waitFor(() =>
+    expect(screen.getByTestId("map-nodes").textContent).toBe("3"),
+  );
+
+  const workbuddyPage = {
+    memories: [{ ...record("w1"), source: "workbuddy" }],
+    total: 1,
+    limit: 20,
+    offset: 0,
+  };
+  const workbuddyGraph: MemoryGraphResponse = {
+    total_memories: 1,
+    projected_memories: 1,
+    nodes: [
+      {
+        node_id: "memory:w1",
+        node_type: "memory",
+        label: "w1",
+        memory_id: "w1",
+        source_id: null,
+        kind: null,
+        status: "active",
+        confidence: null,
+      },
+      {
+        node_id: "source:workbuddy",
+        node_type: "source",
+        label: "WorkBuddy",
+        source_id: "workbuddy",
+        memory_id: null,
+        kind: null,
+        status: null,
+        confidence: null,
+      },
+    ],
+    edges: [],
+    hy_graph_available: false,
+  };
+  api.sdkLibrary.mockResolvedValue(workbuddyPage);
+  api.sdkGraph.mockResolvedValue(workbuddyGraph);
+  fireEvent.click(screen.getByText("pick workbuddy"));
+  await waitFor(() =>
+    expect(screen.getByTestId("map-nodes").textContent).toBe("2"),
+  );
+
+  const allPage = {
+    memories: [record("a"), { ...record("w1"), source: "workbuddy" }],
+    total: 2,
+    limit: 20,
+    offset: 0,
+  };
+  const allGraph: MemoryGraphResponse = {
+    ...workbuddyGraph,
+    total_memories: 2,
+    projected_memories: 2,
+    nodes: [
+      ...workbuddyGraph.nodes,
+      {
+        node_id: "memory:a",
+        node_type: "memory",
+        label: "a",
+        memory_id: "a",
+        source_id: null,
+        kind: null,
+        status: "active",
+        confidence: null,
+      },
+      {
+        node_id: "source:cursor",
+        node_type: "source",
+        label: "Cursor",
+        source_id: "cursor",
+        memory_id: null,
+        kind: null,
+        status: null,
+        confidence: null,
+      },
+    ],
+  };
+  let releasePage: (value: typeof allPage) => void = () => {};
+  let releaseGraph: (value: MemoryGraphResponse) => void = () => {};
+  api.sdkLibrary.mockReturnValueOnce(
+    new Promise((resolve) => {
+      releasePage = resolve;
+    }),
+  );
+  api.sdkGraph.mockReturnValueOnce(
+    new Promise((resolve) => {
+      releaseGraph = resolve;
+    }),
+  );
+
+  fireEvent.click(screen.getByText("pick all"));
+  await waitFor(() =>
+    expect(screen.getByTestId("map-graph-loading").textContent).toBe("true"),
+  );
+  expect(screen.getByTestId("map-nodes").textContent).toBe("none");
+  // Waiting for the graph is not page staleness: the list stays usable.
+  expect(screen.getByTestId("map-stale").textContent).toBe("false");
+
+  await act(async () => {
+    releasePage(allPage);
+    releaseGraph(allGraph);
+  });
+  await waitFor(() =>
+    expect(screen.getByTestId("map-nodes").textContent).toBe("4"),
+  );
+  expect(screen.getByTestId("map-graph-loading").textContent).toBe("false");
+
+  const searchPage = {
+    memories: [record("search-result")],
+    total: 1,
+    limit: 20,
+    offset: 0,
+  };
+  let releaseSearch: (value: typeof searchPage) => void = () => {};
+  api.sdkLibrary.mockReturnValueOnce(
+    new Promise((resolve) => {
+      releaseSearch = resolve;
+    }),
+  );
+  const graphCalls = api.sdkGraph.mock.calls.length;
+  fireEvent.click(screen.getByText("search deploy"));
+  await waitFor(() =>
+    expect(screen.getByTestId("map-graph-loading").textContent).toBe("true"),
+  );
+  expect(screen.getByTestId("map-nodes").textContent).toBe("none");
+  expect(api.sdkGraph).toHaveBeenCalledTimes(graphCalls);
+
+  await act(async () => releaseSearch(searchPage));
+  await waitFor(() =>
+    expect(screen.getByTestId("map-graph-loading").textContent).toBe("false"),
+  );
+});
+
 it("opens an SDK memory in place instead of switching away from the map", async () => {
   sdkAuthority();
   api.sdkMemory.mockResolvedValue(record("a"));

memhub/apps/web/src/MemorySpace.tsx

@@ -166,11 +166,14 @@ export function MemorySpace({
   // The SDK library is no longer where a memory opens from the map; the id is
   // kept so the panel still has a focus target for its own tests.
   const [sdkFocusedMemoryId] = useState<string | null>(null);
-  // The list, its count, its source and time labels and the graph are all one
-  // page: the library page and the graph for that same source and window,
-  // read together. Reading the graph from a different, unfiltered window made
-  // rows, sources and totals disagree.
-  const [sdkGraph, setSdkGraph] = useState<MemoryGraphResponse | null>(null);
+  // The graph covers the active source scope (up to its visual cap), while the
+  // list pages through that scope. Keep source+query with the value so a
+  // filter change cannot paint the previous filter's graph during the new read.
+  const [sdkGraph, setSdkGraph] = useState<{
+    scope: string;
+    status: "ready" | "failed";
+    value: MemoryGraphResponse | null;
+  } | null>(null);
   // Bumping this re-reads the page and graph after an edit or a delete.
   const [sdkMapRevision, setSdkMapRevision] = useState(0);
   const bumpSdkMap = useCallback(() => setSdkMapRevision((v) => v + 1), []);
@@ -191,6 +194,17 @@ export function MemorySpace({
   const [sdkLibraryQuery, setSdkLibraryQuery] = useState("");
   const [sdkLibrarySource, setSdkLibrarySource] = useState("");
   const [sdkLibraryOffset, setSdkLibraryOffset] = useState(0);
+  const sdkRequestedScope = JSON.stringify([
+    sdkLibraryQuery.trim(),
+    sdkLibrarySource,
+  ]);
+  const sdkGraphSettled = sdkGraph?.scope === sdkRequestedScope;
+  const visibleSdkGraph =
+    sdkGraph?.scope === sdkRequestedScope && sdkGraph.status === "ready"
+      ? sdkGraph.value
+      : null;
+  const sdkGraphFailed =
+    sdkGraph?.scope === sdkRequestedScope && sdkGraph.status === "failed";
   // A keyword search pages through one server-side result window. The id is
   // kept for the query and source it was searched with; a new query or
   // source starts without one, so the server searches afresh.
@@ -233,22 +247,26 @@ export function MemorySpace({
             request.signal,
           ),
           // The overlay is decoration: the list stands without it. It reads
-          // chat memories only, newest first; a mixed page's chat rows are
-          // among the newest offset+page chat memories, so that prefix holds
-          // every relation the page can draw.
-          getSdkMemoryGraph(
-            {
-              source,
-              offset: 0,
-              limit: query
-                ? 100
-                : Math.min(
-                    300,
-                    Math.max(100, sdkLibraryOffset + SDK_MEMORY_PAGE_SIZE),
-                  ),
-            },
-            request.signal,
-          ).catch(() => null),
+          // the full active/source-filtered scene up to the API's visual cap.
+          // Reading only the first list-page prefix made "All applications"
+          // look identical to Cursor whenever newer Cursor memories occupied
+          // that prefix.
+          query
+            ? Promise.resolve({
+                status: "ready" as const,
+                value: null,
+              })
+            : getSdkMemoryGraph(
+                {
+                  source,
+                  offset: 0,
+                  limit: 300,
+                },
+                request.signal,
+              ).then(
+                (value) => ({ status: "ready" as const, value }),
+                () => ({ status: "failed" as const, value: null }),
+              ),
         ]);
         if (cancelled) return;
         if (sdkSearchWindow.current.key === windowKey)
@@ -265,7 +283,7 @@ export function MemorySpace({
           settledSource: sdkLibrarySource,
           settledQuery: sdkLibraryQuery,
         });
-        setSdkGraph(graph);
+        setSdkGraph({ scope: windowKey, ...graph });
       } catch {
         if (cancelled || request.signal.aborted) return;
         setSdkLibrary((current) => ({
@@ -1026,9 +1044,12 @@ export function MemorySpace({
                 page: sdkLibrary.page,
                 loading: sdkLibrary.loading,
                 failed: sdkLibrary.failed,
+                graphLoading: !sdkGraphSettled,
+                graphFailed: sdkGraphFailed,
                 stale: false,
                 settledSource: sdkLibrary.settledSource,
                 settledQuery: sdkLibrary.settledQuery,
+                requestedOffset: sdkLibraryOffset,
                 unattributedSource: UNATTRIBUTED_SOURCE_ID,
                 onQuery: setSdkLibraryQuery,
                 onSource: setSdkLibrarySource,
@@ -1040,7 +1061,7 @@ export function MemorySpace({
         }
         hidden={!active || displayedMode !== "map"}
         memories={sdkLibrary.page?.items ?? []}
-        graph={sdkGraph}
+        graph={visibleSdkGraph}
         sources={sources}
         processing={processing}
         arrival={memoryArrival}

memhub/apps/web/src/OptionMenu.tsx

@@ -1,4 +1,13 @@
-import { useEffect, useId, useRef, useState } from "react";
+import {
+  type CSSProperties,
+  useCallback,
+  useEffect,
+  useId,
+  useLayoutEffect,
+  useRef,
+  useState,
+} from "react";
+import { createPortal } from "react-dom";
 import { useGuiLanguage } from "./gui-language";
 
 export interface OptionMenuItem {
@@ -8,6 +17,43 @@ export interface OptionMenuItem {
   lang?: string;
 }
 
+const VIEWPORT_MARGIN = 12;
+const PANEL_GAP = 4;
+const MAX_PANEL_HEIGHT = 280;
+
+export function optionMenuPosition(
+  anchor: Pick<DOMRect, "top" | "right" | "bottom" | "left" | "width">,
+  panelHeight: number,
+  viewportWidth: number,
+  viewportHeight: number,
+) {
+  const width = Math.min(
+    anchor.width,
+    Math.max(0, viewportWidth - VIEWPORT_MARGIN * 2),
+  );
+  const left = Math.min(
+    Math.max(VIEWPORT_MARGIN, anchor.left),
+    Math.max(VIEWPORT_MARGIN, viewportWidth - VIEWPORT_MARGIN - width),
+  );
+  const below = Math.max(
+    0,
+    viewportHeight - VIEWPORT_MARGIN - anchor.bottom - PANEL_GAP,
+  );
+  const above = Math.max(0, anchor.top - VIEWPORT_MARGIN - PANEL_GAP);
+  const placement: "above" | "below" =
+    below >= Math.min(panelHeight, 120) || below >= above ? "below" : "above";
+  const maxHeight = Math.min(
+    MAX_PANEL_HEIGHT,
+    placement === "below" ? below : above,
+  );
+  const height = Math.min(panelHeight, maxHeight);
+  const top =
+    placement === "below"
+      ? anchor.bottom + PANEL_GAP
+      : anchor.top - PANEL_GAP - height;
+  return { top, left, width, maxHeight, placement };
+}
+
 /** Replaces a native select so the open list follows the product field, not the OS menu. */
 export function OptionMenu(props: {
   id?: string;
@@ -17,6 +63,7 @@ export function OptionMenu(props: {
   value: string;
   disabled?: boolean;
   className?: string;
+  panelClassName?: string;
   options: readonly OptionMenuItem[];
   onChange: (value: string) => void;
 }) {
@@ -32,8 +79,14 @@ export function OptionMenu(props: {
       ? selectedIndex
       : firstEnabledIndex;
   const [activeIndex, setActiveIndex] = useState(preferredIndex);
+  const [panelStyle, setPanelStyle] = useState<CSSProperties>({
+    visibility: "hidden",
+  });
+  const [placement, setPlacement] = useState<"above" | "below">("below");
   const root = useRef<HTMLDivElement>(null);
   const button = useRef<HTMLButtonElement>(null);
+  const panel = useRef<HTMLDivElement>(null);
+  const panelMouseDown = useRef(false);
   const selected = props.options.find((item) => item.value === props.value);
   const visibleLabel = selected?.label ?? t("wb.select");
   const controlId = props.id ?? `${generatedId}-control`;
@@ -62,20 +115,77 @@ export function OptionMenu(props: {
     button.current?.focus();
   }
 
+  const placePanel = useCallback(() => {
+    const anchor = button.current?.getBoundingClientRect();
+    const menu = panel.current;
+    if (!anchor || !menu) return;
+    if (
+      anchor.width > 0 &&
+      (anchor.bottom <= 0 ||
+        anchor.top >= window.innerHeight ||
+        anchor.right <= 0 ||
+        anchor.left >= window.innerWidth)
+    ) {
+      setOpen(false);
+      return;
+    }
+    const measuredWidth = Math.min(
+      anchor.width,
+      Math.max(0, window.innerWidth - VIEWPORT_MARGIN * 2),
+    );
+    menu.style.width = `${measuredWidth}px`;
+    menu.style.maxHeight = `${MAX_PANEL_HEIGHT}px`;
+    const next = optionMenuPosition(
+      anchor,
+      menu.scrollHeight,
+      window.innerWidth,
+      window.innerHeight,
+    );
+    setPlacement(next.placement);
+    setPanelStyle({
+      top: next.top,
+      left: next.left,
+      width: next.width,
+      maxHeight: next.maxHeight,
+      visibility: "visible",
+    });
+  }, []);
+
+  useLayoutEffect(() => {
+    if (!open) return;
+    placePanel();
+    window.addEventListener("resize", placePanel);
+    window.addEventListener("scroll", placePanel, true);
+    return () => {
+      window.removeEventListener("resize", placePanel);
+      window.removeEventListener("scroll", placePanel, true);
+    };
+  }, [open, placePanel]);
+
   useEffect(() => {
     if (!open) return;
     setActiveIndex(preferredIndex);
     const close = (event: MouseEvent) => {
-      if (!root.current?.contains(event.target as Node)) setOpen(false);
+      const target = event.target as Node;
+      if (!root.current?.contains(target) && !panel.current?.contains(target))
+        setOpen(false);
     };
     const onKey = (event: KeyboardEvent) => {
       if (event.key === "Escape") setOpen(false);
     };
+    const releasePanelPointer = () => {
+      panelMouseDown.current = false;
+    };
     document.addEventListener("mousedown", close);
+    document.addEventListener("mouseup", releasePanelPointer);
     document.addEventListener("keydown", onKey);
+    window.addEventListener("blur", releasePanelPointer);
     return () => {
+      panelMouseDown.current = false;
       document.removeEventListener("mousedown", close);
+      document.removeEventListener("mouseup", releasePanelPointer);
       document.removeEventListener("keydown", onKey);
+      window.removeEventListener("blur", releasePanelPointer);
     };
   }, [open, preferredIndex]);
   return (
@@ -105,7 +215,12 @@ export function OptionMenu(props: {
         }
         disabled={props.disabled}
         onBlur={(event) => {
-          if (!root.current?.contains(event.relatedTarget as Node | null))
+          if (panelMouseDown.current) return;
+          const target = event.relatedTarget as Node | null;
+          if (
+            !root.current?.contains(target) &&
+            !panel.current?.contains(target)
+          )
             setOpen(false);
         }}
         onClick={() => {
@@ -152,29 +267,43 @@ export function OptionMenu(props: {
       >
         {visibleLabel}
       </button>
-      {open && (
-        <div id={panelId} className="om-option-menu-panel" role="listbox">
-          {props.options.map((item, index) => (
-            <button
-              key={item.value || item.label}
-              id={`${panelId}-option-${index}`}
-              type="button"
-              role="option"
-              lang={item.lang}
-              data-active={activeIndex === index || undefined}
-              aria-selected={item.value === props.value}
-              disabled={item.disabled}
-              tabIndex={-1}
-              onMouseEnter={() => {
-                if (!item.disabled) setActiveIndex(index);
-              }}
-              onClick={() => choose(index)}
-            >
-              {item.label}
-            </button>
-          ))}
-        </div>
-      )}
+      {open &&
+        createPortal(
+          <div
+            ref={panel}
+            id={panelId}
+            className={["om-option-menu-panel", props.panelClassName]
+              .filter(Boolean)
+              .join(" ")}
+            role="listbox"
+            data-placement={placement}
+            style={panelStyle}
+            onMouseDownCapture={() => {
+              panelMouseDown.current = true;
+            }}
+          >
+            {props.options.map((item, index) => (
+              <button
+                key={item.value || item.label}
+                id={`${panelId}-option-${index}`}
+                type="button"
+                role="option"
+                lang={item.lang}
+                data-active={activeIndex === index || undefined}
+                aria-selected={item.value === props.value}
+                disabled={item.disabled}
+                tabIndex={-1}
+                onMouseEnter={() => {
+                  if (!item.disabled) setActiveIndex(index);
+                }}
+                onClick={() => choose(index)}
+              >
+                {item.label}
+              </button>
+            ))}
+          </div>,
+          document.body,
+        )}
     </div>
   );
 }

memhub/apps/web/src/SelectedMemoryDetail.test.tsx

@@ -136,6 +136,70 @@ it("splits long memory text into a bounded heading and readable body", () => {
     "selected-memory-body",
   );
 });
+it("renders an SDK experience from its structured task and solution", () => {
+  const task =
+    "review an uncommitted diff for privacy and correctness blockers";
+  const solution = `Reusable checklist:\n1. Run \`git diff --check\`.\n2. Inspect ${"/very-long-path".repeat(20)}.`;
+  render(
+    <SelectedMemoryDetail
+      detail={{
+        ...detail,
+        memory: {
+          ...detail.memory,
+          content: `${task}\n${solution}`,
+          revision: 0,
+        },
+        evidence: [],
+        sdk_status: "active",
+        sdk_ref: {
+          scene: "coding",
+          kind: "experience",
+          variant: "coding",
+        },
+        sdk_task: task,
+        sdk_solution: solution,
+      }}
+      sources={[]}
+    />,
+  );
+  expect(screen.getByRole("heading", { name: task })).toBeTruthy();
+  const body = document.querySelector(".selected-memory-body");
+  expect(body?.textContent).toBe(solution);
+  expect(
+    screen
+      .getByRole("heading", { name: task })
+      .closest("[data-memory-kind]")
+      ?.getAttribute("data-memory-kind"),
+  ).toBe("experience");
+});
+it("does not apply experience fields to a fact memory", () => {
+  const content = `${"事实".repeat(40)}。补充说明`;
+  render(
+    <SelectedMemoryDetail
+      detail={{
+        ...detail,
+        memory: { ...detail.memory, content, revision: 0 },
+        evidence: [],
+        sdk_status: "active",
+        sdk_ref: {
+          scene: "working",
+          kind: "fact",
+          variant: "working",
+        },
+        sdk_task: "不应显示的任务标题",
+        sdk_solution: "不应显示的经验正文",
+      }}
+      sources={[]}
+    />,
+  );
+  expect(screen.queryByText("不应显示的任务标题")).toBeNull();
+  expect(screen.queryByText("不应显示的经验正文")).toBeNull();
+  expect(
+    document
+      .querySelector(".selected-memory-detail")
+      ?.getAttribute("data-memory-kind"),
+  ).toBe("memory");
+});
 it.each([
   [
     "a late sentence end",

memhub/apps/web/src/SelectedMemoryDetail.tsx

@@ -65,7 +65,7 @@ export function SelectedMemoryDetail({
   // (CJK text has none, so it breaks at the limit itself).
   const punctuation = memory.content.search(/[。！？!?\n]/);
   const space = memory.content.lastIndexOf(" ", HEADING_LIMIT);
-  const split =
+  const fallbackSplit =
     punctuation > 0 && punctuation < HEADING_LIMIT
       ? punctuation + 1
       : memory.content.length > HEADING_LIMIT
@@ -73,11 +73,26 @@ export function SelectedMemoryDetail({
           ? space
           : HEADING_LIMIT
         : -1;
-  const heading =
-    split > 0 ? memory.content.slice(0, split).trim() : memory.content;
-  const body = split > 0 ? memory.content.slice(split).trim() : "";
+  const fallbackHeading =
+    fallbackSplit > 0
+      ? memory.content.slice(0, fallbackSplit).trim()
+      : memory.content;
+  const fallbackBody =
+    fallbackSplit > 0 ? memory.content.slice(fallbackSplit).trim() : "";
+  const experience =
+    detail.sdk_ref?.kind === "experience" &&
+    Boolean(detail.sdk_task?.trim() || detail.sdk_solution?.trim());
+  const heading = experience
+    ? detail.sdk_task?.trim() || fallbackHeading
+    : fallbackHeading;
+  const body = experience
+    ? detail.sdk_solution?.trim() || (detail.sdk_task ? "" : fallbackBody)
+    : fallbackBody;
   return (
-    <article className="selected-memory-detail">
+    <article
+      className="selected-memory-detail"
+      data-memory-kind={experience ? "experience" : "memory"}
+    >
       <p className="selected-memory-status">
         {statusLabel}
         {!detail.sdk_status &&

memhub/apps/web/src/core-visual.css

@@ -144,13 +144,12 @@ button svg {
   background: #edf0f3;
 }
 .om-option-menu-panel {
-  position: absolute;
-  z-index: 30;
-  top: calc(100% + 4px);
-  left: 0;
-  right: 0;
+  box-sizing: border-box;
+  position: fixed;
+  z-index: 1100;
   max-height: 280px;
   overflow: auto;
+  overscroll-behavior: contain;
   padding: 6px;
   background: #fff;
   border: 1px solid #c0ccd5;
@@ -178,10 +177,8 @@ button svg {
 .om-option-menu-panel [role="option"]:hover:not(:disabled),
 button.om-option-menu-button:hover:not(:disabled),
 .cold-start button.om-option-menu-button:hover:not(:disabled),
-.cold-start .om-option-menu-panel button[role="option"]:hover:not(:disabled),
 .r6-settings button.om-option-menu-button:hover:not(:disabled),
-.r6-settings .om-option-menu-panel button[role="option"]:hover:not(:disabled),
-.r6-memory .om-option-menu-panel button[role="option"]:hover:not(:disabled) {
+.r6-memory button.om-option-menu-button:hover:not(:disabled) {
   color: #262a2e;
   background: #e7eef2;
   border-color: transparent;
@@ -791,12 +788,16 @@ button.rail-button.active::before {
 }
 .map-list-status {
   flex: none;
+  min-height: 28px;
   margin: 0;
   padding: 4px;
   color: var(--tx3);
   font-size: 12px;
   line-height: 20px;
 }
+.map-list-status[data-visible="false"] {
+  visibility: hidden;
+}
 .map-filter-notice {
   font-size: 12px;
   line-height: 1.65;
@@ -882,6 +883,10 @@ button.rail-button.active::before {
   background: #fdfefe;
   border-color: #c7d3dc;
 }
+.map-memory-item:disabled {
+  opacity: 1;
+  cursor: default;
+}
 .map-state {
   width: 5px;
   height: 5px;
@@ -1145,6 +1150,7 @@ button.map-tool {
 }
 .map-detail-loading {
   display: grid;
+  min-height: 280px;
   gap: 10px;
   padding: 4px 0;
 }
@@ -1155,8 +1161,13 @@ button.map-tool {
 }
 @keyframes map-detail-enter {
   from {
-    opacity: 0;
-    transform: translateY(4px);
+    opacity: 0.35;
+  }
+}
+@media (prefers-reduced-motion: no-preference) {
+  .map-detail-surface,
+  .map-detail-loading {
+    animation: map-detail-enter 140ms cubic-bezier(0, 0, 0.2, 1);
   }
 }
 .map-inspector .wb-detail {

memhub/apps/web/src/r6-settings.css

@@ -72,37 +72,27 @@
   border-color: #7892a6;
   box-shadow: 0 0 0 3px rgb(85 124 147 / 12%);
 }
-.r6-settings .r6-language-option-menu .om-option-menu-panel {
-  top: calc(100% + 6px);
+.r6-language-option-menu-panel--settings {
   padding: 6px;
   border-color: #c6d2da;
   box-shadow: 0 12px 32px rgb(48 71 87 / 13%);
 }
-.r6-settings .r6-language-option-menu .om-option-menu-panel [role="option"] {
+.r6-language-option-menu-panel--settings [role="option"] {
   min-height: 38px;
   padding: 8px 10px;
   color: #304757;
   font-size: 13px;
   line-height: 22px;
 }
-.r6-settings
-  .r6-language-option-menu
-  .om-option-menu-panel
-  [role="option"][aria-selected="true"] {
+.r6-language-option-menu-panel--settings [role="option"][aria-selected="true"] {
   background: #dfe9ef;
   font-weight: 500;
 }
-.r6-settings
-  .r6-language-option-menu
-  .om-option-menu-panel
-  [role="option"][data-active="true"] {
+.r6-language-option-menu-panel--settings [role="option"][data-active="true"] {
   color: #304757;
   background: #e9f0f4;
 }
-.r6-settings
-  .r6-language-option-menu
-  .om-option-menu-panel
-  [role="option"]:active:not(:disabled) {
+.r6-language-option-menu-panel--settings [role="option"]:active:not(:disabled) {
   color: #304757;
   background: #d4e2ea;
 }

memhub/apps/web/src/selected-memory.css

@@ -263,12 +263,14 @@
   display: block;
   flex: none;
   min-width: 0;
+  max-width: 100%;
   font-size: 17px;
   line-height: 29px;
   letter-spacing: normal;
   margin: 0;
   white-space: pre-wrap;
   overflow-wrap: anywhere;
+  word-break: break-word;
 }
 .selected-memory-source {
   margin: 32px 0 22px;

memhub/docs/INSTALLATION.md

@@ -1,13 +1,13 @@
 # MemHub 安装与发行
 
-MemHub `v1.0.5`（build 14）的发行目标如下：
+MemHub `v1.0.5`（build 36）的发行目标如下：
 
 | 平台 | 发行物 | 构建与验收 |
 | --- | --- | --- |
 | Linux x64 | Runtime tar.gz | GitHub Actions 原生 x64 runner |
 | Linux arm64 | Runtime tar.gz | GitHub Actions 原生 arm64 runner |
 | macOS arm64 | DMG 与 Runtime tar.gz | Developer ID 签名、公证和原生 arm64 验收 |
-| macOS x64 | DMG 与 Runtime tar.gz | Developer ID 签名、公证和原生 Intel 验收 |
+| macOS x64 | 无 | 本版本不提供 Intel 构建 |
 | Windows | 无 | 当前不支持 |
 
 正式支持以对应 GitHub Release 的 `release-manifest.json` 为准。Manifest 记录版本、

memhub/package.json

@@ -2,7 +2,7 @@
   "name": "one-memory",
   "version": "1.0.5",
   "release": {
-    "build_number": 35,
+    "build_number": 36,
     "macos_min_version": "13.0",
     "app_update": "manual",
     "runtime_manifest_schema": 1,

memhub/packages/i18n/src/gui-i18n-applications.ts

@@ -7,7 +7,10 @@ export const applicationsChineseMessages = {
   "apps.back": "返回首页",
   "apps.overview": "记忆概览",
   "apps.memories": "已沉淀记忆",
-  "apps.readingCount": "正在读取已沉淀记忆数量…",
+  "apps.readingCount": "正在核对本机记忆…",
+  "apps.startingRetry": "后台正在启动，稍后自动更新",
+  "apps.countWillUpdate": "记忆数量稍后自动更新",
+  "apps.showingPrevious": "正在显示上次数据，稍后自动更新",
   "apps.unreadable": "暂无法读取",
   "apps.unit": "条",
   "apps.scope": "按应用授权范围使用",
@@ -16,9 +19,12 @@ export const applicationsChineseMessages = {
   "apps.paused": "已暂停",
   "apps.stoppedNew": "已停止生成新记忆",
   "apps.checkingProcessing": "正在核对整理状态",
+  "apps.checkingStatus": "正在核对",
   "apps.unchecked": "待核对",
   "apps.organizingNew": "新的对话正在整理",
   "apps.recentUpdate": "最近更新",
+  "apps.checkingRecent": "正在核对",
+  "apps.recentWillUpdate": "最近更新会自动显示",
   "apps.notGenerated": "尚未生成",
   "apps.saved": "记忆已保存",
   "apps.separate": "历史与记忆分别处理",
@@ -26,14 +32,14 @@ export const applicationsChineseMessages = {
   "apps.activityUnavailable": "动态暂不可用",
   "apps.firstBatch": "首批沉淀",
   "apps.callsUnavailable": "暂时无法读取调用记录",
-  "apps.memoryUnavailable": "暂时无法读取记忆状态",
+  "apps.memoryUnavailable": "记忆概览还没准备好",
   "apps.importing": "对话持续导入中，即将沉淀你的记忆",
   "apps.firstRunning": "正在沉淀第一批记忆",
   "apps.firstQueued": "准备沉淀第一批记忆",
-  "apps.readingActivity": "正在读取动态",
+  "apps.readingActivity": "正在准备记忆概览",
   "apps.emptyMemories": "还没有已生成的记忆",
   "apps.callReadFailure": "已有记忆仍可查看；重试不会发起新的调用。",
-  "apps.memoryReadFailure": "读取失败不会当作没有记忆。",
+  "apps.memoryReadFailure": "后台恢复后会自动更新，也可以重新读取。",
   "apps.savingConversations": "对话正在后台持续保存。",
   "apps.waitingMemories": "历史已保存，记忆生成后会显示在这里。",
   "apps.reread": "重新读取",
@@ -121,7 +127,12 @@ export const applicationsSpanishMessages: Record<
   "apps.back": "Volver al inicio",
   "apps.overview": "Resumen de memorias",
   "apps.memories": "Memorias guardadas",
-  "apps.readingCount": "Leyendo el total de memorias…",
+  "apps.readingCount": "Comprobando las memorias locales…",
+  "apps.startingRetry":
+    "El servicio se está iniciando; se actualizará automáticamente",
+  "apps.countWillUpdate": "El total de memorias se actualizará automáticamente",
+  "apps.showingPrevious":
+    "Se muestran los datos anteriores; se actualizarán automáticamente",
   "apps.unreadable": "No disponible",
   "apps.unit": "",
   "apps.scope": "Según los permisos de cada aplicación",
@@ -130,9 +141,12 @@ export const applicationsSpanishMessages: Record<
   "apps.paused": "En pausa",
   "apps.stoppedNew": "Se dejó de generar memorias nuevas",
   "apps.checkingProcessing": "Comprobando el estado del procesamiento",
+  "apps.checkingStatus": "Verificando",
   "apps.unchecked": "Sin verificar",
   "apps.organizingNew": "Organizando nuevas conversaciones",
   "apps.recentUpdate": "Última actualización",
+  "apps.checkingRecent": "Verificando",
+  "apps.recentWillUpdate": "La última actualización aparecerá automáticamente",
   "apps.notGenerated": "Sin generar",
   "apps.saved": "Memoria guardada",
   "apps.separate": "Historial y memorias se procesan por separado",
@@ -140,16 +154,16 @@ export const applicationsSpanishMessages: Record<
   "apps.activityUnavailable": "Actividad no disponible",
   "apps.firstBatch": "Primeras memorias",
   "apps.callsUnavailable": "No se pueden leer las consultas",
-  "apps.memoryUnavailable": "No se puede leer el estado de las memorias",
+  "apps.memoryUnavailable": "El resumen de memorias aún no está listo",
   "apps.importing": "Importando conversaciones para generar memorias",
   "apps.firstRunning": "Generando las primeras memorias",
   "apps.firstQueued": "Preparando las primeras memorias",
-  "apps.readingActivity": "Leyendo actividad",
+  "apps.readingActivity": "Preparando el resumen de memorias",
   "apps.emptyMemories": "Aún no hay memorias generadas",
   "apps.callReadFailure":
     "Puedes ver las memorias guardadas. Reintentar no inicia otra consulta.",
   "apps.memoryReadFailure":
-    "Un error de lectura no significa que no haya memorias.",
+    "Se actualizará cuando el servicio se recupere. También puedes volver a leerlo.",
   "apps.savingConversations": "Las conversaciones se guardan en segundo plano.",
   "apps.waitingMemories":
     "El historial está guardado. Las memorias aparecerán cuando se generen.",

memhub/packages/i18n/src/gui-i18n-english.ts

@@ -1305,7 +1305,12 @@ const baseEnglishMessages = {
   "apps.back": "Back to home",
   "apps.overview": "Memory overview",
   "apps.memories": "Saved memories",
-  "apps.readingCount": "Loading memory count…",
+  "apps.readingCount": "Checking local memories…",
+  "apps.startingRetry":
+    "The background service is starting; this will update automatically",
+  "apps.countWillUpdate": "The memory count will update automatically",
+  "apps.showingPrevious":
+    "Showing the previous data; this will update automatically",
   "apps.unreadable": "Unavailable",
   "apps.unit": "items",
   "apps.scope": "Used within app permissions",
@@ -1314,9 +1319,12 @@ const baseEnglishMessages = {
   "apps.paused": "Paused",
   "apps.stoppedNew": "No new memories are being created",
   "apps.checkingProcessing": "Checking processing status",
+  "apps.checkingStatus": "Checking",
   "apps.unchecked": "Needs review",
   "apps.organizingNew": "Processing new conversations",
   "apps.recentUpdate": "Recent update",
+  "apps.checkingRecent": "Checking",
+  "apps.recentWillUpdate": "The latest update will appear automatically",
   "apps.notGenerated": "Not created yet",
   "apps.saved": "Memory saved",
   "apps.separate": "History and memories are processed separately",
@@ -1324,16 +1332,16 @@ const baseEnglishMessages = {
   "apps.activityUnavailable": "Activity unavailable",
   "apps.firstBatch": "First memories",
   "apps.callsUnavailable": "Could not read call history",
-  "apps.memoryUnavailable": "Could not read memory status",
+  "apps.memoryUnavailable": "The memory overview is not ready yet",
   "apps.importing": "Importing conversations before creating memories",
   "apps.firstRunning": "Creating the first memories",
   "apps.firstQueued": "Preparing the first memories",
-  "apps.readingActivity": "Loading activity",
+  "apps.readingActivity": "Preparing memory overview",
   "apps.emptyMemories": "No memories created yet",
   "apps.callReadFailure":
     "You can still view saved memories. Retrying will not make a new call.",
   "apps.memoryReadFailure":
-    "A failed read does not mean there are no memories.",
+    "This will update when the service recovers. You can also retry now.",
   "apps.savingConversations":
     "Conversations are still being saved in the background.",
   "apps.waitingMemories": "History is saved. New memories will appear here.",
@@ -1613,6 +1621,7 @@ const baseEnglishMessages = {
     "Newly imported original text, not yet memories",
   "memory:来源归属": "Source connections",
   "memory:可在沉淀记忆后查看视图": "Create memories to view the graph",
+  "memory:正在读取记忆地图…": "Loading memory map…",
   "memory:查看选中来源原文": "View selected source text",
   "memory:查看选中记忆原文": "View selected memory text",
   "memory:查看原文": "View original conversation",

memhub/packages/i18n/src/gui-i18n-memory.ts

@@ -187,6 +187,7 @@ export const memoryChineseMessages = {
   "memory:刚导入的原话，还不是沉淀后的记忆": "刚导入的原话，还不是沉淀后的记忆",
   "memory:来源归属": "来源归属",
   "memory:可在沉淀记忆后查看视图": "可在沉淀记忆后查看视图",
+  "memory:正在读取记忆地图…": "正在读取记忆地图…",
   "memory:查看选中来源原文": "查看选中来源原文",
   "memory:查看选中记忆原文": "查看选中记忆原文",
   "memory:查看原文": "查看原文",
@@ -589,6 +590,7 @@ export const memorySpanishMessages: Record<
   "memory:来源归属": "Relación con el origen",
   "memory:可在沉淀记忆后查看视图":
     "La vista estará disponible cuando se generen memorias",
+  "memory:正在读取记忆地图…": "Leyendo el mapa de memorias…",
   "memory:查看选中来源原文": "Ver texto del origen seleccionado",
   "memory:查看选中记忆原文": "Ver texto de la memoria seleccionada",
   "memory:查看原文": "Ver texto original",

memhub/scripts/install-docs.test.mjs

@@ -25,7 +25,8 @@ test("installation docs disclose publication and lifecycle boundaries", async ()
   assert.match(installation, /Linux x64.*GitHub Actions/s);
   assert.match(installation, /Linux arm64.*GitHub Actions/s);
   assert.match(installation, /macOS arm64.*Developer ID/s);
-  assert.match(installation, /macOS x64.*Developer ID/s);
+  // v1.0.5 ships no Intel build; the table has to say so rather than omit it.
+  assert.match(installation, /\| macOS x64 \| 无 \|/);
   assert.match(installation, /release-manifest\.json/);
   assert.match(installation, /fake Release/);
   assert.match(installation, /--source/);

pyproject.toml

@@ -4,7 +4,7 @@ build-backend = "setuptools.build_meta"
 
 [project]
 name = "hy-memory"
-version = "2.0.8"
+version = "2.0.9"
 description = "HY Memory - Industrial-grade dual-system cognitive memory framework"
 readme = "README.md"
 requires-python = ">=3.9"

tests/test_basic_info_placeholder_guard.py

@@ -0,0 +1,175 @@
+"""P0-1：占位符不得污染 L0 基础画像。
+
+弱模型（qwen3.5-2b）在用户什么都没说时把 basic_info 填成 {"name": "用户"} /
+"The user" / "N/A"，每个占位符都 supersede 掉真实值，演化链变成
+费天翔 → Fei → 用户 → The user。防御：(a) upsert 占位符守卫 + 读侧愈合；
+(c) prompt 硬约束。验收 2（assistant 引用 "name is 用户"）由占位符守卫单独兜住。
+本文件覆盖改进建议第 10 节验收 1–4。
+"""
+import asyncio
+from datetime import datetime, timedelta
+
+import pytest
+
+from hy_memory.agent.extractor import EXTRACT_FEW_SHOT_EN
+from hy_memory.agent.prompts_zh import EXTRACT_FEW_SHOT_ZH
+from hy_memory.agent.tools.basic_profile import (
+    _assemble_full_kv_from_nodes,
+    is_placeholder_value,
+    upsert_basic_profile,
+)
+from hy_memory.models.memory import MemoryLayer, MemoryNode, MemoryStatus
+
+FIELDS = ["name", "age", "location", "occupation", "employer"]
+
+
+class FakeStore:
+    def __init__(self, nodes=None):
+        self.nodes = list(nodes or [])
+
+    async def list_by_user(self, **kwargs):
+        return [n for n in self.nodes if n.user_id == kwargs.get("user_id")]
+
+    async def get_by_id(self, node_id):
+        return next((n for n in self.nodes if n.node_id == node_id), None)
+
+    async def upsert(self, node):
+        self.nodes.append(node)
+
+    async def update_payload(self, node_id, updates):
+        node = await self.get_by_id(node_id)
+        for key, value in updates.items():
+            if key == "status" and isinstance(value, str):
+                value = MemoryStatus(value)
+            setattr(node, key, value)
+
+
+class FakeEmbed:
+    async def embed_queued(self, text):
+        return [0.1] * 8
+
+
+def l0_versions(store):
+    return [n for n in store.nodes if n.layer == MemoryLayer.L0_BASIC_INFO]
+
+
+def write_basic_info(store, llm_basic_info):
+    """模拟 writer 的 basic_info 段：LLM 给出的非空 basic_info 直接 upsert。"""
+    if not llm_basic_info:
+        return None
+    return asyncio.run(upsert_basic_profile(
+        user_id="u1", kv=llm_basic_info, vector_store=store,
+        embed_service=FakeEmbed(), allowed_fields=FIELDS,
+    ))
+
+
+# ── 验收 1：寒暄不产生新的 L0 版本 ──
+
+def test_small_talk_creates_no_l0_version():
+    # [user]: 你好 / [assistant]: 我可以帮你。弱模型输出 {"name": "用户"}
+    store = FakeStore()
+    write_basic_info(store, {"name": "用户"})
+    write_basic_info(store, {})
+    assert l0_versions(store) == []
+
+
+def test_placeholder_only_upsert_writes_nothing():
+    store = FakeStore()
+    for kv in ({"name": "用户"}, {"name": "The user"}, {"name": "N/A"},
+               {"location": "unknown", "occupation": "未提供"}, {"name": "name"}):
+        res = write_basic_info(store, kv)
+        assert res.success and not res.changed
+    assert l0_versions(store) == []
+
+
+# ── 验收 2：assistant 引用 "name is 用户" 不写入（仅靠占位符守卫）──
+
+def test_assistant_quoting_placeholder_does_not_write():
+    # [assistant]: 那条 The user's name is 用户. 更说明问题
+    store = FakeStore()
+    for kv in ({"name": "用户"}, {"name": "The user"}, {"name": "The user."}):
+        res = write_basic_info(store, kv)
+        assert res.success and not res.changed
+    assert l0_versions(store) == []
+
+
+# ── 验收 3：用户自报姓名 ──
+
+def test_user_states_name():
+    # [user]: 我叫费天翔，常住杭州，做 AI 基础设施。
+    store = FakeStore()
+    res = write_basic_info(store, {
+        "name": "费天翔", "location": "杭州", "occupation": "AI 基础设施从业者",
+    })
+    assert res.success and res.created
+    assert l0_versions(store)[0].custom["basic_info_kv"] == {
+        "name": "费天翔", "location": "杭州", "occupation": "AI 基础设施从业者",
+    }
+
+
+# ── 验收 4：已有真实值不被后续占位符覆盖 ──
+
+def test_existing_name_not_overwritten_by_placeholder():
+    store = FakeStore()
+    write_basic_info(store, {"name": "费天翔"})
+    assert len(l0_versions(store)) == 1
+    for kv in ({"name": "用户"}, {"name": "The user."}, {"name": "N/A"}):
+        res = write_basic_info(store, kv)
+        assert not res.changed
+    assert len(l0_versions(store)) == 1
+    assert _assemble_full_kv_from_nodes(list(store.nodes)) == {"name": "费天翔"}
+
+
+def test_mixed_kv_keeps_real_fields_and_drops_placeholders():
+    store = FakeStore()
+    res = write_basic_info(store, {"name": "用户", "location": "杭州"})
+    assert res.diff_kv == {"location": "杭州"}
+
+
+def test_already_poisoned_chain_heals_on_read():
+    now = datetime.utcnow()
+
+    def node(nid, kv, days_ago):
+        return MemoryNode(
+            node_id=nid, user_id="u1", agent_id="",
+            layer=MemoryLayer.L0_BASIC_INFO, content="profile",
+            custom={"basic_info_kv": kv},
+            gmt_created=now - timedelta(days=days_ago),
+        )
+
+    chain = [
+        node("a", {"name": "费天翔"}, 4), node("b", {"name": "Fei"}, 3),
+        node("c", {"name": "用户"}, 2), node("d", {"name": "The user"}, 1),
+    ]
+    assert _assemble_full_kv_from_nodes(chain) == {"name": "Fei"}
+
+
+@pytest.mark.parametrize("value", [
+    "", "  ", "用户", "用户。", "The user", "the user.", "THE USER", "user",
+    "The user's", "n/a", "N/A", "na", "None", "null", "unknown", "未提供",
+    "未知", "不详", "-", "?", "name", " Name ", "姓名",
+])
+def test_placeholder_values(value):
+    assert is_placeholder_value("name", value)
+
+
+@pytest.mark.parametrize("field,value", [
+    ("name", "费天翔"), ("name", "Fei"), ("name", "Username42"),
+    ("age", 30), ("age", 0), ("location", "杭州"), ("employer", "Tencent"),
+])
+def test_real_values_are_not_placeholders(field, value):
+    assert not is_placeholder_value(field, value)
+
+
+# ── (c) prompt 硬约束 ──
+
+def test_prompts_carry_hard_rule_and_small_talk_counter_example():
+    from hy_memory.agent import extractor, prompts_zh
+
+    en_rules = [v for v in vars(extractor).values()
+                if isinstance(v, str) and "HARD RULE: fill a field ONLY" in v]
+    zh_rules = [v for v in vars(prompts_zh).values()
+                if isinstance(v, str) and "**硬性规则**" in v]
+    assert len(en_rules) >= 2 and len(zh_rules) >= 2
+    assert "small talk has no basic_info" in EXTRACT_FEW_SHOT_EN
+    assert "寒暄没有 basic_info" in EXTRACT_FEW_SHOT_ZH