chore: make PR validation risk-based

Co-authored-by: Cursor <cursoragent@cursor.com>

.cursor/rules/clean-main-worktree.mdc

@@ -0,0 +1,35 @@
+---
+description: Require every coding task and PR to use an isolated worktree based on current main
+alwaysApply: true
+---
+
+# Clean Main Worktree Workflow
+
+For every task that may edit code:
+
+1. Before editing, run `git fetch origin main`; if it fails, stop rather than use a stale ref.
+2. Never develop in a dirty, detached, or stale primary workspace.
+3. Record `BASE_SHA=$(git rev-parse origin/main)`, then create the task branch and isolated worktree from that exact SHA.
+4. Verify the worktree is clean and its initial `HEAD` equals `BASE_SHA`.
+5. Keep one task per branch/worktree and include only files required by that task.
+6. Never delete, prune, force-remove, or reuse another task's worktree to resolve a path, branch, or registration collision.
+
+Before pushing or opening/updating a PR:
+
+1. Apply intended formatting/fixes, then commit only the current task.
+2. Fetch `origin/main` again; if it fails, stop.
+3. If main advanced, integrate it before delivery. Rebase is allowed only for an unpublished branch used by this task alone; never rewrite shared history without approval. Otherwise merge main or ask.
+4. Re-review files changed by both sides; a conflict-free integration is not proof of semantic compatibility.
+5. Run only checks that are necessary and proportionate to the changed files and risk. Prefer focused tests. Do not run repository-wide tests, type checks, or builds by default.
+6. Do not let optional, slow, or stalled local checks block opening or updating a PR. Stop them when appropriate, report exactly what ran, passed, failed, or was not run, and rely on required CI before merge.
+7. If any check changes files, inspect and commit them, then repeat the relevant checks.
+8. Require a clean worktree after checks so the tested tree equals the pushed `HEAD`.
+
+Before merge:
+
+1. Fetch `origin/main` again; if it fails, stop.
+2. Record the fetched base SHA and PR head SHA. Required CI must validate the merge result produced from those exact revisions.
+3. Confirm the PR targets `main`, contains only intended files, and has no failing or pending required CI.
+4. If either SHA changes, repeat overlap review and validation before merge.
+
+Never discard or clean an existing dirty workspace without explicit user approval.

CHANGELOG.md

@@ -4,6 +4,27 @@ Hy Memory and MemHub are versioned and released independently.
 
 ## Unreleased
 
+- MemHub host capture hooks no longer write the database. `one-memory
+  capture <host>` used to open the main SQLite file from its own short-lived
+  process on every hook, re-create the retired `evidence` / FTS tables on an
+  SDK-authority home and write the write queue outside Core's single writer,
+  contending for the file lock with Core and with other hosts' hooks. It now
+  reads only the runtime receipt and token and posts the hook's JSON to the
+  running Core (`POST /api/v1/live-capture/{source}`, 1.5 s budget). Core
+  applies the same gates (grant, sync switch, rejection counting, automated
+  sessions, the Cursor/Claude Code rule; the migration fence stays on the hook
+  side) and stages the turn in-process through the live file-sync path. When
+  Core is not running the turn is dropped silently; nothing falls back to a
+  local write.
+- MemHub no longer sends one turn to the SDK twice when a host's hook and live
+  file sync both see it. The two lanes gave the same message different
+  identities (the hook carries no workspace and often no message id) and
+  separate assembly rows, so both were written as raws. Hook input for a
+  source that live sync reads from its own files (every hooked host except
+  Qwen Work, while live sync is on) is now left to the file path; only a
+  source without file polling is staged from its hook. Tables an older hook
+  re-created on an SDK home are dropped by the existing startup cleanup.
+
 ## Hy Memory 2.0.14 — 2026-11-04
 
 - `search()` / `async_search()` take an optional `statuses` for explicit
@@ -84,7 +105,7 @@ Hy Memory and MemHub are versioned and released independently.
 
 ## MemHub 1.0.6 — 2026-11-04
 
-Build 41, on `hy-memory==2.0.14`. Linux x64/arm64 Runtime and macOS arm64
+Build 44, on `hy-memory==2.0.14`. Linux x64/arm64 Runtime and macOS arm64
 App and Runtime.
 
 - MemHub App now exposes the complete memory-mode lifecycle. New installs

memhub/README.md

@@ -19,7 +19,7 @@ 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==2.0.14`。MemHub 源码版本为 `1.0.6`
-（build 41），GitHub 仓库为
+（build 44），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)。

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

@@ -644,11 +644,41 @@ class SdkRawPage(BaseModel):
     offset: int = Field(ge=0)
     limit: int = Field(ge=1, le=500)
     unit: Literal["raw", "turn"] = "raw"
+    next_cursor: str | None = None
+    has_more: bool = False
+    total_exact: bool = True
     #: Set when a time filter was applied in Core. For storage `raw`, `total`
     #: remains the SDK count; for product `turn`, it is the filtered turn count.
     time_filtered: bool = False
 
 
+class SdkRawGraphItem(BaseModel):
+    """Small, non-authoritative projection used to draw the bounded raw map."""
+
+    model_config = ConfigDict(frozen=True, extra="forbid")
+
+    turn_id: str = Field(min_length=1, max_length=96)
+    raw_id: str = Field(min_length=1)
+    label: str = Field(max_length=240)
+    source: str
+    session_id: str
+    memory_at: float | None = None
+    gmt_created: float | None = None
+
+
+class SdkRawGraphPage(BaseModel):
+    """One bounded page from the raw-turn catalog."""
+
+    model_config = ConfigDict(extra="forbid")
+
+    user_id: str
+    items: tuple[SdkRawGraphItem, ...] = ()
+    total: int = Field(ge=0)
+    offset: int = Field(ge=0)
+    limit: int = Field(ge=1, le=300)
+    has_more: bool = False
+
+
 class SdkLayerCounts(BaseModel):
     model_config = ConfigDict(extra="forbid")
 
@@ -1755,6 +1785,7 @@ def create_app(
                 else None
             )
             app.state.live_sync_watch_lock = asyncio.Lock()
+            app.state.source_activation_tasks = {}
             app.state.live_sync_supervisor.set_watched_sources(
                 watch_roots if watching and runtime_settings.live_sync_enabled else ()
             )
@@ -2090,6 +2121,11 @@ def create_app(
                         app.state.memory_governance_store.wait_content_candidate_backfill,
                         5.0,
                     )
+                source_activation_tasks = tuple(app.state.source_activation_tasks.values())
+                for task in source_activation_tasks:
+                    task.cancel()
+                if source_activation_tasks:
+                    await asyncio.gather(*source_activation_tasks, return_exceptions=True)
                 if app.state.live_sync_watch is not None:
                     await app.state.live_sync_watch.shutdown()
                 await app.state.live_sync_supervisor.shutdown()
@@ -2203,6 +2239,19 @@ def create_app(
     from one_memory.embedding_switch_routes import embedding_switch_router
 
     app.include_router(embedding_switch_router(protected))
+    from one_memory.live_capture import live_capture_router
+
+    def file_polled(request: Request, source_id: str) -> bool:
+        """Whether live sync reads this source's own files, so the hook's copy is redundant."""
+        registration = getattr(request.app.state, "source_catalog", {}).get(source_id)
+        return (
+            runtime_settings.live_sync_enabled
+            and registration is not None
+            and registration.capabilities.live_sync is CapabilityState.IMPLEMENTED
+        )
+
+    # Host hooks hand their turn over here instead of opening the database.
+    app.include_router(live_capture_router(protected, file_polled=file_polled))
 
     app.add_middleware(
         CORSMiddleware,
@@ -3219,6 +3268,69 @@ def create_app(
         """`POST /api/v1/import-jobs` on one user's lane (Hermes only for another user)."""
         return await create_job_on(request.source_id, request.operation, request.user_id)
 
+    async def _activate_connected_sources(
+        request_id: str,
+        source_ids: tuple[str, ...],
+        *,
+        enable_sync: bool,
+    ) -> None:
+        """Apply one committed connection intent without holding its HTTP response."""
+        try:
+            for source_id in source_ids:
+                if enable_sync:
+                    await _live_sync(app).initialize_source(
+                        source_id,
+                        baseline_missing_files=True,
+                    )
+                else:
+                    await _live_sync(app).stop_source(source_id)
+            if enable_sync:
+                for source_id in source_ids:
+                    await _activate_source_resume(source_id)
+            await _refresh_live_watch(app)
+        except asyncio.CancelledError:
+            raise
+        except Exception as error:
+            diagnostic_event(
+                level="error",
+                component="source.connection",
+                event="source.connection.activation_failed",
+                outcome="failed",
+                **diagnostic_exception(error),
+                details={"request_id": request_id, "source_ids": list(source_ids)},
+            )
+            raise
+
+    def _schedule_source_activation(
+        request_id: str,
+        source_ids: tuple[str, ...],
+        *,
+        enable_sync: bool,
+    ) -> None:
+        tasks = app.state.source_activation_tasks
+        existing = tasks.get(request_id)
+        if existing is not None and not existing.done():
+            return
+        task = watched_task(
+            asyncio.get_running_loop(),
+            lambda: _activate_connected_sources(
+                request_id,
+                source_ids,
+                enable_sync=enable_sync,
+            ),
+            component="source.connection",
+            name=f"source-connection-{request_id}",
+        )
+        if task is None:
+            return
+        tasks[request_id] = task
+
+        def forget(completed: asyncio.Future[None]) -> None:
+            if tasks.get(request_id) is completed:
+                tasks.pop(request_id, None)
+
+        task.add_done_callback(forget)
+
     @app.post(
         "/api/v1/sources/connect",
         response_model=ConnectSourcesResponse,
@@ -3308,44 +3420,21 @@ def create_app(
             if grant is not None:
                 _supervisor(app).register_adapter(registration.create_adapter(grant))
                 _detection(app).pop(job.source_id, None)
-                if request.enable_sync:
-                    await _prepare_source_resume(job.source_id)
-                else:
-                    await _live_sync(app).stop_source(job.source_id)
                 configured.append(job.source_id)
         if configured:
-            previous = {
-                source_id: _config_store(app).sync_enabled(source_id) for source_id in configured
-            }
-            try:
-                await asyncio.to_thread(
-                    _config_store(app).set_sync_many,
-                    {source_id: request.enable_sync for source_id in configured},
-                )
-            except BaseException:
-                for source_id in configured:
-                    if request.enable_sync:
-                        await _live_sync(app).stop_source(source_id)
-                    elif previous[source_id]:
-                        await _prepare_source_resume(source_id)
-                        await _activate_source_resume(source_id)
-                await _refresh_live_watch(app)
-                raise
-            try:
-                if request.enable_sync:
-                    for source_id in configured:
-                        await _activate_source_resume(source_id)
-                await _refresh_live_watch(app)
-            except BaseException:
-                await asyncio.to_thread(_config_store(app).set_sync_many, previous)
-                for source_id in configured:
-                    if request.enable_sync:
-                        await _live_sync(app).stop_source(source_id)
-                    elif previous[source_id]:
-                        await _prepare_source_resume(source_id)
-                        await _activate_source_resume(source_id)
-                await _refresh_live_watch(app)
-                raise
+            await asyncio.to_thread(
+                _config_store(app).set_sync_many,
+                {source_id: request.enable_sync for source_id in configured},
+            )
+            if request.enable_sync:
+                for job in result.jobs:
+                    if job.source_id in configured and job.status is ImportStatus.PENDING:
+                        await _supervisor(app).enqueue_off_loop(job.job_id, job=job)
+            _schedule_source_activation(
+                request.request_id,
+                tuple(configured),
+                enable_sync=request.enable_sync,
+            )
         return ConnectSourcesResponse(**result.model_dump())
 
     async def _refuse_overlapping_root(source_id: str, root: Path, user_id: str) -> None:
@@ -4481,6 +4570,26 @@ def create_app(
     ] = {}
     raw_turn_cache_locks: dict[tuple[object, ...], asyncio.Lock] = {}
 
+    def graph_items(
+        records: Iterable[HySdkRawRecord],
+    ) -> tuple[SdkRawGraphItem, ...]:
+        items: list[SdkRawGraphItem] = []
+        for record in records:
+            for turn in reversed(raw_display_turns(record)):
+                label = re.sub(r"\s+", " ", turn.content).strip()[:240]
+                items.append(
+                    SdkRawGraphItem(
+                        turn_id=turn.turn_id,
+                        raw_id=record.raw_id,
+                        label=label or record.raw_id,
+                        source=record.source,
+                        session_id=record.session_id,
+                        memory_at=record.memory_at,
+                        gmt_created=record.gmt_created,
+                    )
+                )
+        return tuple(items)
+
     @app.get(
         "/api/v2/raw",
         response_model=SdkRawPage,
@@ -4491,6 +4600,8 @@ def create_app(
         offset: int = Query(default=0, ge=0),
         limit: int = Query(default=100, ge=1, le=500),
         unit: Literal["raw", "turn"] = Query(default="raw"),
+        paging: Literal["offset", "cursor"] = Query(default="offset"),
+        cursor: str | None = Query(default=None, max_length=160),
         user_id: str = Query(default=DEFAULT_USER_ID, pattern=USER_ID_PATTERN),
         exclude_sources: list[str] | None = Query(default=None),  # noqa: B008
         session_id: list[str] | None = Query(default=None),  # noqa: B008
@@ -4516,9 +4627,52 @@ def create_app(
             _library_values(statuses or [], MEMORY_STATUSES, "memory_status_unknown")
             or raw_list_filters()["statuses"]
         )
+        if paging == "cursor" and unit != "turn":
+            raise HTTPException(status_code=422, detail="raw_cursor_requires_turn_unit")
+        if cursor is not None and paging != "cursor":
+            raise HTTPException(status_code=422, detail="raw_cursor_requires_cursor_paging")
+        if paging == "cursor" and (offset or after is not None or before is not None):
+            raise HTTPException(status_code=422, detail="raw_cursor_filter_unsupported")
+        raw_cursor = (0, 0, 0, 0, "", "")
+        if cursor:
+            parts = cursor.split(":")
+            if (
+                len(parts) != 7
+                or parts[0] != "turn"
+                or any(re.fullmatch(r"[0-9]+", part) is None for part in parts[1:5])
+                or re.fullmatch(r"(?:p?[0-9a-f]{16})?", parts[5]) is None
+                or re.fullmatch(r"[0-9a-f]{16}", parts[6]) is None
+            ):
+                raise HTTPException(status_code=422, detail="raw_cursor_invalid")
+            raw_cursor = (
+                int(parts[1]),
+                int(parts[2]),
+                int(parts[3]),
+                int(parts[4]),
+                parts[5],
+                parts[6],
+            )
+            if any(value > 100_000_000 for value in raw_cursor[:4]):
+                raise HTTPException(status_code=422, detail="raw_cursor_invalid")
         sources = split_csv(source)
         excluded = split_csv(exclude_sources)
         sessions = split_csv(session_id)
+        cursor_scope = hashlib.sha256(
+            json.dumps(
+                {
+                    "user_id": user_id,
+                    "statuses": sorted(chosen_statuses),
+                    "sources": sorted(sources),
+                    "excluded": sorted(excluded),
+                    "sessions": sorted(sessions),
+                    "order": order,
+                },
+                sort_keys=True,
+                separators=(",", ":"),
+            ).encode()
+        ).hexdigest()[:16]
+        if cursor and raw_cursor[5] != cursor_scope:
+            raise HTTPException(status_code=422, detail="raw_cursor_scope_mismatch")
         try:
             client = await _sdk_client_handle(app).client()
             query = {
@@ -4527,8 +4681,138 @@ def create_app(
                 "include_sources": sources or None,
                 "exclude_sources": excluded or None,
                 "session_ids": sessions or None,
-                "order": order if unit == "raw" else "desc",
+                "order": order if unit == "raw" or paging == "cursor" else "desc",
             }
+            if unit == "turn" and paging == "cursor":
+                (
+                    raw_offset,
+                    turn_offset,
+                    emitted,
+                    previous_total,
+                    expected_raw,
+                    _scope,
+                ) = raw_cursor
+                value = await asyncio.to_thread(
+                    client.list_memories,
+                    **query,
+                    offset=raw_offset,
+                    limit=min(limit + 1, 500),
+                )
+                raw_page = HySdkRawPage.from_memory_list(
+                    value, limit=min(limit + 1, 500), offset=raw_offset
+                )
+
+                def raw_anchor(record: HySdkRawRecord) -> str:
+                    return hashlib.sha256(
+                        f"{record.raw_id}\0{record.content}".encode()
+                    ).hexdigest()[:16]
+
+                if cursor:
+                    if raw_page.total < previous_total:
+                        raise HTTPException(status_code=409, detail="raw_cursor_stale")
+                    observed_total = raw_page.total
+                    added = raw_page.total - previous_total
+                    if added and order == "desc":
+                        raw_offset += added
+                        value = await asyncio.to_thread(
+                            client.list_memories,
+                            **query,
+                            offset=raw_offset,
+                            limit=min(limit + 1, 500),
+                        )
+                        raw_page = HySdkRawPage.from_memory_list(
+                            value,
+                            limit=min(limit + 1, 500),
+                            offset=raw_offset,
+                        )
+                        if raw_page.total != observed_total:
+                            raise HTTPException(status_code=409, detail="raw_cursor_stale")
+
+                    if expected_raw.startswith("p"):
+                        if raw_offset == 0:
+                            raise HTTPException(status_code=409, detail="raw_cursor_stale")
+                        previous_value = await asyncio.to_thread(
+                            client.list_memories,
+                            **query,
+                            offset=raw_offset - 1,
+                            limit=1,
+                        )
+                        previous_page = HySdkRawPage.from_memory_list(
+                            previous_value, limit=1, offset=raw_offset - 1
+                        )
+                        valid_anchor = (
+                            previous_page.total == raw_page.total
+                            and bool(previous_page.raw)
+                            and raw_anchor(previous_page.raw[0]) == expected_raw[1:]
+                        )
+                    else:
+                        valid_anchor = (
+                            bool(raw_page.raw) and raw_anchor(raw_page.raw[0]) == expected_raw
+                        )
+                    if expected_raw and not valid_anchor:
+                        raise HTTPException(status_code=409, detail="raw_cursor_stale")
+                selected_turns: list[tuple[HySdkRawRecord, RawDisplayTurn]] = []
+                next_cursor: str | None = None
+                for record_index, record in enumerate(raw_page.raw):
+                    turns = raw_display_turns(record)
+                    ordered_turns = tuple(reversed(turns)) if order == "desc" else turns
+                    start = turn_offset if record_index == 0 else 0
+                    for index in range(start, len(ordered_turns)):
+                        selected_turns.append((record, ordered_turns[index]))
+                        if len(selected_turns) < limit:
+                            continue
+                        absolute_raw = raw_offset + record_index
+                        next_raw = absolute_raw
+                        next_turn = index + 1
+                        if next_turn >= len(ordered_turns):
+                            next_raw += 1
+                            next_turn = 0
+                        if next_raw < raw_page.total:
+                            if next_turn:
+                                anchor_record = record
+                            else:
+                                next_index = record_index + 1
+                                anchor_record = (
+                                    raw_page.raw[next_index]
+                                    if next_index < len(raw_page.raw)
+                                    else None
+                                )
+                            anchor = (
+                                raw_anchor(anchor_record)
+                                if anchor_record is not None
+                                else f"p{raw_anchor(record)}"
+                            )
+                            next_cursor = (
+                                f"turn:{next_raw}:{next_turn}:"
+                                f"{emitted + len(selected_turns)}:{raw_page.total}:"
+                                f"{anchor}:{cursor_scope}"
+                            )
+                        break
+                    if len(selected_turns) >= limit:
+                        break
+                if next_cursor is None and raw_offset + len(raw_page.raw) < raw_page.total:
+                    if not raw_page.raw:
+                        raise HTTPException(status_code=409, detail="raw_cursor_stale")
+                    next_raw = raw_offset + len(raw_page.raw)
+                    previous_anchor = raw_anchor(raw_page.raw[-1])
+                    next_cursor = (
+                        f"turn:{next_raw}:0:{emitted + len(selected_turns)}:"
+                        f"{raw_page.total}:p{previous_anchor}:{cursor_scope}"
+                    )
+                return SdkRawPage(
+                    user_id=user_id,
+                    items=tuple(SdkRawItem.of(record, turn) for record, turn in selected_turns),
+                    # Cursor consumers do not use a precise total. This lower
+                    # bound preserves the legacy numeric field without forcing
+                    # a full scan merely to count variable-size turn batches.
+                    total=emitted + len(selected_turns) + (1 if next_cursor else 0),
+                    offset=emitted,
+                    limit=limit,
+                    unit="turn",
+                    next_cursor=next_cursor,
+                    has_more=next_cursor is not None,
+                    total_exact=False,
+                )
             if unit == "raw":
                 value = await asyncio.to_thread(
                     client.list_memories,
@@ -4691,6 +4975,77 @@ def create_app(
             time_filtered=time_filtered,
         )
 
+    @app.get(
+        "/api/v2/raw/graph",
+        response_model=SdkRawGraphPage,
+        dependencies=strict,
+    )
+    async def sdk_raw_graph(
+        source: list[str] | None = Query(default=None),  # noqa: B008
+        offset: int = Query(default=0, ge=0),
+        limit: int = Query(default=300, ge=1, le=300),
+        user_id: str = Query(default=DEFAULT_USER_ID, pattern=USER_ID_PATTERN),
+        exclude_sources: list[str] | None = Query(default=None),  # noqa: B008
+        session_id: list[str] | None = Query(default=None),  # noqa: B008
+        statuses: list[str] | None = Query(default=None),  # noqa: B008
+    ) -> SdkRawGraphPage:
+        """Bounded lightweight raw graph, independent of list pagination."""
+        chosen_statuses = (
+            _library_values(
+                statuses or [],
+                MEMORY_STATUSES,
+                "memory_status_unknown",
+            )
+            or raw_list_filters()["statuses"]
+        )
+        sources = split_csv(source)
+        excluded = split_csv(exclude_sources)
+        sessions = split_csv(session_id)
+        if offset:
+            raise HTTPException(
+                status_code=422,
+                detail="raw_graph_is_single_page",
+            )
+        query: dict[str, object] = {
+            "user_id": user_id,
+            **raw_list_filters(chosen_statuses),
+            "include_sources": sources or None,
+            "exclude_sources": excluded or None,
+            "session_ids": sessions or None,
+            "order": "desc",
+        }
+        try:
+            client = await _sdk_client_handle(app).client()
+            value = await asyncio.to_thread(
+                client.list_memories,
+                **query,
+                offset=0,
+                limit=limit,
+            )
+            page = HySdkRawPage.from_memory_list(
+                value,
+                limit=limit,
+                offset=0,
+            )
+        except HTTPException:
+            raise
+        except Exception as error:
+            raise _sdk_http_error(
+                error,
+                "hy_memory_raw_graph_failed",
+            ) from None
+        projected = graph_items(page.raw)
+        selected = projected[:limit]
+        total = max(page.total, len(projected))
+        return SdkRawGraphPage(
+            user_id=user_id,
+            items=selected,
+            total=total,
+            offset=0,
+            limit=limit,
+            has_more=page.total > len(page.raw) or len(projected) > limit,
+        )
+
     @app.post(
         "/api/v2/memories/ask",
         response_model=SdkMemoryAnswer,
@@ -6417,9 +6772,8 @@ async def _recall_raw_sources(
 ) -> frozenset[str] | None:
     """The raw sources this caller may read: the `/context` raw-lane rule.
 
-    Recall's own grant does not cover original conversations. A host reads
-    them only with `om_conversations` and its granted, unrevoked sources; a
-    trusted local caller reads every source.
+    `om_conversations` plus `all-apps` reads every connected, unrevoked source.
+    A trusted local caller reads every source without an external grant.
     """
     if access is None:
         return None

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

@@ -0,0 +1,133 @@
+"""The hook side of live capture: hand the turn to the running Core, nothing more.
+
+A host runs `one-memory capture <source>` as a short-lived process on every
+hook, often several at once. That process used to open the main database
+itself and write Evidence and the write queue from outside Core's single
+writer. It now never opens the database: it reads the hook's JSON, posts it to
+the running Core over loopback with the runtime token, and exits. Core applies
+every gate and stages the turn in-process (`live_capture.capture_hook`).
+
+Anything that goes wrong — Core not running, a stale receipt, a slow answer —
+drops the turn silently. There is no local fallback write: file-backed sources
+are read again by live sync from their persisted cursor once Core is back.
+"""
+
+import json
+import os
+from pathlib import Path
+from typing import TextIO
+
+CAPTURE_SOURCES = frozenset(
+    {
+        "workbuddy",
+        "claude-code",
+        "codex",
+        "cursor",
+        "pi",
+        "qwen-code",
+        "qwenwork",
+        "hermes",
+        "deepseek-harness",
+        "opencode",
+        "openclaw",
+    }
+)
+SDK_MIGRATION_CAPTURE_FENCE = ".sdk-migration-capture-fence.json"
+#: Core's in-process intake for a hook's payload; see `live_capture`.
+CAPTURE_ROUTE = "/api/v1/live-capture/{source_id}"
+#: Whole request, connect to answer. Pi and OpenCode wait for the hook
+#: synchronously (3 s, interpreter start included), so this stays well under.
+HANDOFF_TIMEOUT_SECONDS = 1.5
+#: A hook carries one turn, or one session's visible text at most.
+MAX_PAYLOAD_BYTES = 8 * 1024 * 1024
+
+
+def data_directory() -> Path:
+    from one_memory.config import load_settings
+
+    return load_settings().data_dir
+
+
+def capture_stdio(source_id: str, stdin: TextIO, output: TextIO) -> int:
+    """Host hooks must stay silent. A bad payload or an absent Core does not fail the turn."""
+
+    del output
+    if source_id not in CAPTURE_SOURCES:
+        return 2
+    try:
+        data_dir = data_directory()
+        if sdk_migration_capture_fenced(data_dir):
+            return 0
+        payload = json.loads(stdin.read() or "")
+    except Exception:
+        return 0
+    if not isinstance(payload, dict):
+        return 0
+    try:
+        hand_to_core(source_id, payload, data_dir)
+    except Exception:
+        return 0
+    return 0
+
+
+def hand_to_core(
+    source_id: str,
+    payload: dict[str, object],
+    data_dir: Path,
+    *,
+    timeout: float = HANDOFF_TIMEOUT_SECONDS,
+) -> bool:
+    """Post the payload to the Core named by this home's receipt. True when Core took it.
+
+    Only the receipt, the runtime token and a loopback socket are touched; the
+    main database is never opened from here.
+    """
+    from one_memory.runtime_client import core_endpoint
+
+    endpoint = core_endpoint(data_dir)
+    if endpoint is None:
+        return False
+    body = json.dumps(payload, ensure_ascii=False).encode("utf-8")
+    if len(body) > MAX_PAYLOAD_BYTES:
+        return False
+    from one_memory.http_client import create_client
+
+    with create_client(timeout=timeout) as client:
+        response = client.post(
+            f"http://{endpoint.host}:{endpoint.port}{CAPTURE_ROUTE.format(source_id=source_id)}",
+            content=body,
+            headers={
+                "Authorization": f"Bearer {endpoint.token}",
+                "Content-Type": "application/json",
+            },
+        )
+    return response.status_code == 202
+
+
+def sdk_migration_capture_fenced(data_dir: Path) -> bool:
+    """Ignore stale fences; a live migration or a failed one pauses hook writes.
+
+    A failed upgrade migration leaves the fence `frozen` (no pid): the home was
+    put back as it was before the upgrade and takes no writes until the next
+    migration attempt, which replaces the fence and lifts it on success.
+    """
+    marker = data_dir / SDK_MIGRATION_CAPTURE_FENCE
+    try:
+        document = json.loads(marker.read_text(encoding="utf-8"))
+        if isinstance(document, dict) and document.get("frozen") is True:
+            return True
+        pid = int(document["pid"])
+        if pid < 1:
+            raise ValueError("invalid migration fence pid")
+        os.kill(pid, 0)
+        return True
+    except FileNotFoundError:
+        return False
+    except ProcessLookupError:
+        marker.unlink(missing_ok=True)
+        return False
+    except PermissionError:
+        return True
+    except (KeyError, TypeError, ValueError, json.JSONDecodeError, OSError):
+        marker.unlink(missing_ok=True)
+        return False

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

@@ -119,7 +119,7 @@ def run(arguments: Sequence[str], *, output: TextIO | None = None) -> int:
     if command == "sdk-migration-status":
         return sdk_migration_status(options, stream)
     if command == "capture" and len(options) == 1:
-        from one_memory.live_capture import capture_stdio
+        from one_memory.capture_handoff import capture_stdio
 
         return capture_stdio(options[0], sys.stdin, stream)
     if command not in {"status", "doctor"} or options not in ([], ["--json"]):

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

@@ -11,14 +11,14 @@ from one_memory.context_models import ContextSearchRequest
 from one_memory.external_memory_access import ExternalMemoryAccess
 from one_memory.memory_server.store_binding import store_for
 
-#: The revoked-source query, per engine.
+#: The connected-source query, per engine.
 #:
 #: Identical text today because it uses no placeholders and reads by position,
 #: which both engines support. Kept as a named constant so that adding a
 #: parameter later forces the `?`/`%s` difference to be considered here rather
 #: than being introduced silently at the call site.
-REVOKED_SOURCES_SQL = (
-    "SELECT source_id FROM source_grants WHERE user_id='local' AND revoked_at IS NOT NULL"
+CONNECTED_SOURCES_SQL = (
+    "SELECT DISTINCT source_id FROM source_grants WHERE user_id='local' AND revoked_at IS NULL"
 )
 
 
@@ -49,16 +49,10 @@ def resolve_context_authority(
         scope for scope in access.scopes if scope == "all-apps" or scope.startswith("workspace:v1:")
     )
     memory_allowed = memory_requested and "om_recall" in access.tools and bool(memory_scopes)
-    declared_sources = frozenset(
-        scope.removeprefix("source:") for scope in access.scopes if scope.startswith("source:")
-    )
     raw_allowed = (
-        raw_requested
-        and "om_conversations" in access.tools
-        and "all-apps" in access.scopes
-        and bool(declared_sources)
+        raw_requested and "om_conversations" in access.tools and "all-apps" in access.scopes
     )
-    if explicit is not None and (not raw_allowed or not explicit <= declared_sources):
+    if explicit is not None and not raw_allowed:
         raise HTTPException(403, "external_context_scope_denied")
 
     raw_sources: frozenset[str] = frozenset()
@@ -70,10 +64,10 @@ def resolve_context_authority(
             # the same code runs on both engines without a branch per engine.
             if hasattr(db, "set_progress_handler"):
                 db.set_progress_handler(lambda: int(time.monotonic() >= deadline), 1000)
-            revoked = frozenset(str(row[0]) for row in db.execute(REVOKED_SOURCES_SQL))
+            connected = frozenset(str(row[0]) for row in db.execute(CONNECTED_SOURCES_SQL))
         if time.monotonic() >= deadline:
             raise TimeoutError
-        raw_sources = declared_sources - revoked
+        raw_sources = connected
         if explicit is not None:
             if not explicit <= raw_sources:
                 raise HTTPException(403, "external_context_scope_denied")

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

@@ -1,6 +1,7 @@
 """Authenticated SDK context search route, without generation or reindex side effects."""
 
 import asyncio
+import logging
 import time
 from collections.abc import Sequence
 from datetime import UTC, datetime
@@ -36,6 +37,8 @@ from one_memory.semantic_deadline import SemanticMemoryHit
 from one_memory.user_scope import owns
 
 CALL_EVENT_RESPONSE_BUDGET_MS = 250
+SDK_CONTEXT_CONTENT_LIMIT = 20_000
+logger = logging.getLogger(__name__)
 
 #: Pass-through filters the raw lane honours. Scene, layers, reader and the
 #: schema/working floors describe memory lanes; the raw lane is always the
@@ -90,6 +93,13 @@ def hit_namespace(hit: SemanticMemoryHit) -> dict[str, str]:
     return {}
 
 
+def bounded_context_content(content: str) -> tuple[str, bool]:
+    """Fit SDK text into its wire contract before Pydantic validates it."""
+    if len(content) <= SDK_CONTEXT_CONTENT_LIMIT:
+        return content, False
+    return content[:SDK_CONTEXT_CONTENT_LIMIT], True
+
+
 def sdk_context_router(dependencies: Sequence[Depends]) -> APIRouter:
     """SDK-native context: no Evidence/Governance ids or fabricated revisions."""
     router = APIRouter(prefix="/api/v2/context", dependencies=dependencies)
@@ -170,34 +180,39 @@ def sdk_context_router(dependencies: Sequence[Depends]) -> APIRouter:
                 )
                 turns = raw_display_turns(hit) if value.raw_unit == "turn" else ()
                 if not turns:
+                    content, truncated = bounded_context_content(hit.content)
                     primary.append(
                         SdkRawContextItem(
                             raw_id=hit.raw_id,
-                            content=hit.content,
+                            content=content,
                             source=hit.source,
                             session_id=hit.session_id,
                             memory_at=memory_at,
                             score=hit.score,
+                            truncated=truncated,
                         )
                     )
                     continue
                 # The embedding is the batch's: the hit is shown by the turns
                 # that contain the query, or else by its closest turn, each
                 # with the hit's score.
-                shown = [
-                    SdkRawContextItem(
-                        raw_id=hit.raw_id,
-                        turn_id=turn.turn_id,
-                        turn_index=turn.turn_index,
-                        turn_count=turn.turn_count,
-                        content=turn.content,
-                        source=hit.source,
-                        session_id=hit.session_id,
-                        memory_at=memory_at,
-                        score=hit.score,
+                shown: list[SdkRawContextItem] = []
+                for turn in turns_for_hit(turns, value.query):
+                    content, truncated = bounded_context_content(turn.content)
+                    shown.append(
+                        SdkRawContextItem(
+                            raw_id=hit.raw_id,
+                            turn_id=turn.turn_id,
+                            turn_index=turn.turn_index,
+                            turn_count=turn.turn_count,
+                            content=content,
+                            source=hit.source,
+                            session_id=hit.session_id,
+                            memory_at=memory_at,
+                            score=hit.score,
+                            truncated=truncated,
+                        )
                     )
-                    for turn in turns_for_hit(turns, value.query)
-                ]
                 primary.append(shown[0])
                 siblings.extend(shown[1:])
             chosen = primary[: value.limit]
@@ -250,16 +265,15 @@ def sdk_context_router(dependencies: Sequence[Depends]) -> APIRouter:
                     or not owns(memory.user_id, value.user_id)
                 ):
                     continue
+                content, truncated = bounded_context_content(
+                    hit.formatted_content
+                    if hit.sdk_formatted and hit.formatting_complete and hit.formatted_content
+                    else memory.content
+                )
                 items.append(
                     SdkMemoryContextItem(
                         memory_id=memory.memory_id,
-                        content=(
-                            hit.formatted_content
-                            if hit.sdk_formatted
-                            and hit.formatting_complete
-                            and hit.formatted_content
-                            else memory.content
-                        ),
+                        content=content,
                         layer=memory.layer,
                         status=memory.status,
                         source=memory.source,
@@ -269,6 +283,7 @@ def sdk_context_router(dependencies: Sequence[Depends]) -> APIRouter:
                             else None
                         ),
                         score=hit.score,
+                        truncated=truncated,
                     )
                 )
             return tuple(items)
@@ -318,10 +333,45 @@ def sdk_context_router(dependencies: Sequence[Depends]) -> APIRouter:
             if isinstance(lane, EmbeddingUnavailableError):
                 # No lexical fallback: the query could not be embedded.
                 raise HTTPException(503, EMBEDDING_UNAVAILABLE)
-        partial = isinstance(raw_items, Exception) or isinstance(memory_items, Exception)
+        requested_lanes = {
+            "raw": raw_items,
+            "memory": memory_items,
+        }
+        failed_lanes = {
+            name: lane
+            for name, lane in requested_lanes.items()
+            if name in value.kinds and isinstance(lane, Exception)
+        }
+        for name, error in failed_lanes.items():
+            logger.warning(
+                "sdk_context_lane_failed lane=%s error_class=%s",
+                name,
+                type(error).__name__,
+            )
+        all_requested_failed = len(failed_lanes) == len(value.kinds)
+        partial = bool(failed_lanes)
         raw_candidates = (
             () if isinstance(raw_items, Exception) else cast(tuple[SdkContextItem, ...], raw_items)
         )
+        if access is not None and raw_candidates:
+            try:
+                current = await asyncio.to_thread(
+                    resolve_context_authority,
+                    value,
+                    access,
+                    database,
+                    deadline=started + value.timeout_ms / 1000,
+                )
+            except HTTPException:
+                raise
+            except Exception:
+                raise HTTPException(503, "context_authority_unavailable") from None
+            current_sources = current.raw_sources or frozenset()
+            raw_candidates = tuple(
+                item
+                for item in raw_candidates
+                if item.kind == "raw" and item.source in current_sources
+            )
         memory_candidates = (
             ()
             if isinstance(memory_items, Exception)
@@ -347,11 +397,20 @@ def sdk_context_router(dependencies: Sequence[Depends]) -> APIRouter:
             if len(content) > remaining:
                 item = item.model_copy(update={"content": content[:remaining], "truncated": True})
                 truncated = True
+            truncated = truncated or item.truncated
             selected.append(item)
             used += len(item.content)
         final = SdkContextSearchResponse(
             request_id=str(uuid4()),
-            state=("partial" if partial else "grounded" if selected else "empty"),
+            state=(
+                "unavailable"
+                if all_requested_failed
+                else "partial"
+                if partial
+                else "grounded"
+                if selected
+                else "empty"
+            ),
             items=tuple(selected),
             used_characters=used,
             truncated=truncated,

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

@@ -376,8 +376,9 @@ def apply_sdk_language(config: MemoryConfig, language: str | None) -> MemoryConf
     """Set the SDK prompt language (`MemoryConfig.language`), when there is one.
 
     None (no language set) sets nothing: the SDK detects zh/en as it always
-    did. Every display language, zh-Hans included, is set explicitly. Like a feature, the language never touches `vector_store`, so
-    the collection identity never depends on it.
+    did. Every display language, zh-Hans included, is set explicitly. Like a
+    feature, the language never touches `vector_store`, so the collection
+    identity never depends on it.
     """
     if language is not None:
         config.language = language

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

@@ -99,9 +99,7 @@ class HySdkMemoryRecord(BaseModel):
                 created_at = gmt_created
             updated_at = _epoch(raw.get("updated_at"))
             modified_at = _epoch(raw.get("gmt_modified"))
-            sort_updated_at = (
-                modified_at if modified_at is not None else updated_at
-            )
+            sort_updated_at = modified_at if modified_at is not None else updated_at
             return cls(
                 memory_id=str(raw["memory_id"]),
                 content=str(raw["content"]),

memhub/apps/core/src/one_memory/imports/discovery.py

@@ -1,6 +1,6 @@
 import hashlib
 import os
-from collections.abc import AsyncIterator, Iterator
+from collections.abc import AsyncIterator, Callable, Iterator
 from dataclasses import dataclass
 from pathlib import Path
 
@@ -28,6 +28,7 @@ def discovered_off_loop(
     suffixes: frozenset[str],
     max_targets: int,
     excluded_directory_names: frozenset[str] = frozenset(),
+    directory_predicate: Callable[[Path], bool] | None = None,
 ) -> AsyncIterator[SourceFileDiscoveryEvent]:
     """The same walk, for callers that have an event loop to keep free.
 
@@ -43,6 +44,7 @@ def discovered_off_loop(
             suffixes=suffixes,
             max_targets=max_targets,
             excluded_directory_names=excluded_directory_names,
+            directory_predicate=directory_predicate,
         ),
         scope_key=grant.source_id,
     )
@@ -54,6 +56,7 @@ def discover_source_files(
     suffixes: frozenset[str],
     max_targets: int,
     excluded_directory_names: frozenset[str] = frozenset(),
+    directory_predicate: Callable[[Path], bool] | None = None,
 ) -> Iterator[SourceFileDiscoveryEvent]:
     """Metadata only: one lstat per candidate, no open and no per-file grant lookup.
 
@@ -71,10 +74,16 @@ def discover_source_files(
         grant.root,
         followlinks=False,
     ):
+        current = Path(directory)
         child_directories[:] = sorted(
             child
             for child in child_directories
-            if not (Path(directory) / child).is_symlink() and child not in excluded_directory_names
+            if not (current / child).is_symlink()
+            and child not in excluded_directory_names
+            and (
+                directory_predicate is None
+                or directory_predicate((current / child).relative_to(grant.root))
+            )
         )
         for filename in sorted(filenames):
             if Path(filename).suffix.lower() not in suffixes:

memhub/apps/core/src/one_memory/imports/live_sync.py

@@ -591,7 +591,11 @@ class PollingLiveSyncSupervisor:
 
     async def _poll_source(self, source_id: str) -> None:
         while True:
-            await asyncio.sleep(self.interval_seconds)
+            # A watched source is normally triggered by its filesystem event.
+            # Its timer is only a missed-event backstop; recursively walking
+            # every multi-gigabyte host root once a minute starved unrelated
+            # Core reads even when no source had changed.
+            await asyncio.sleep(self._poll_interval(source_id))
             try:
                 await self.trigger(source_id)
             except asyncio.CancelledError:
@@ -608,6 +612,11 @@ class PollingLiveSyncSupervisor:
                 except Exception as again:
                     self._note_internal_error(source_id, again)
 
+    def _poll_interval(self, source_id: str) -> float:
+        if source_id in (self._watched_sources or ()):
+            return max(self.interval_seconds, 15 * 60)
+        return self.interval_seconds
+
     def _note_worker_still_running(self, source_id: str) -> None:
         current = self.health(source_id)
         self._set_health(

memhub/apps/core/src/one_memory/imports/sources/common.py

@@ -226,6 +226,9 @@ class JsonlSourceAdapter:
         self.header_gate = header_gate
         self._header_cache: dict[str, tuple[str, dict[str, JsonValue] | None]] = {}
         self._history_listing_cache: SourceListing | None = None
+        self._probe_listing_cache: (
+            tuple[dict[str, SourceCursor], int | None, SourceListing] | None
+        ) = None
 
     @property
     def descriptor(self) -> SourceDescriptor:
@@ -281,6 +284,11 @@ class JsonlSourceAdapter:
             predicate=self.file_predicate,
             cursors=options.cursors,
         )
+        self._probe_listing_cache = (
+            dict(options.cursors),
+            options.max_scan_targets,
+            listing,
+        )
         return bool(listing.changed or listing.failures)
 
     async def live_baseline(self) -> dict[str, SourceCursor]:
@@ -315,9 +323,11 @@ class JsonlSourceAdapter:
             async for event in self._scan_frozen(options):
                 yield event
             return
-        listing = await asyncio.to_thread(
-            self._history_listing if options.reuse_listing else self._fresh_listing,
-            options,
+        listing = (
+            await asyncio.to_thread(self._history_listing, options)
+            if options.reuse_listing
+            else self._take_probe_listing(options)
+            or await asyncio.to_thread(self._fresh_listing, options)
         )
         for failure in listing.failures:
             yield ScanFailure(reason_code=discovery_failure_code(failure))
@@ -349,6 +359,16 @@ class JsonlSourceAdapter:
             self._history_listing_cache = listing
         return listing
 
+    def _take_probe_listing(self, options: ScanOptions) -> "SourceListing | None":
+        cached = self._probe_listing_cache
+        self._probe_listing_cache = None
+        if cached is None:
+            return None
+        cursors, max_scan_targets, listing = cached
+        if cursors != options.cursors or max_scan_targets != options.max_scan_targets:
+            return None
+        return listing
+
     def _fresh_listing(self, options: ScanOptions) -> "SourceListing":
         return list_changed_files(
             self.grant,

memhub/apps/core/src/one_memory/imports/sources/cursor_unified.py

@@ -9,6 +9,7 @@ from collections.abc import AsyncIterator, Iterator
 from dataclasses import dataclass, replace
 from datetime import UTC, datetime, timedelta, timezone
 from functools import partial
+from pathlib import Path
 
 from pydantic import JsonValue
 
@@ -175,6 +176,9 @@ class CursorUnifiedSourceAdapter:
         self.grant = grant
         self.source_version = source_version
         self._history_listing_cache: _CursorListing | None = None
+        self._probe_listing_cache: (
+            tuple[dict[str, SourceCursor], int | None, _CursorListing] | None
+        ) = None
 
     @property
     def descriptor(self) -> SourceDescriptor:
@@ -207,6 +211,15 @@ class CursorUnifiedSourceAdapter:
         state = await self.install_state()
         return min(state.session_count, limit) if limit is not None else state.session_count
 
+    async def has_changes(self, options: ScanOptions) -> bool:
+        listing = await asyncio.to_thread(self._fresh_listing, options)
+        self._probe_listing_cache = (
+            dict(options.cursors),
+            options.max_scan_targets,
+            listing,
+        )
+        return bool(listing.transcripts or listing.stores or listing.legacy or listing.failures)
+
     async def live_baseline(self) -> dict[str, SourceCursor]:
         """Capture Cursor's current tail so the realtime lane never backfills history."""
         listing = await asyncio.to_thread(
@@ -222,9 +235,11 @@ class CursorUnifiedSourceAdapter:
             async for event in self._scan_frozen(options):
                 yield event
             return
-        listing = await asyncio.to_thread(
-            self._history_listing if options.reuse_listing else self._fresh_listing,
-            options,
+        listing = (
+            await asyncio.to_thread(self._history_listing, options)
+            if options.reuse_listing
+            else self._take_probe_listing(options)
+            or await asyncio.to_thread(self._fresh_listing, options)
         )
         for failure in listing.failures:
             yield ScanFailure(reason_code=discovery_failure_code(failure))
@@ -329,6 +344,16 @@ class CursorUnifiedSourceAdapter:
             self._history_listing_cache = listing
         return listing
 
+    def _take_probe_listing(self, options: ScanOptions) -> "_CursorListing | None":
+        cached = self._probe_listing_cache
+        self._probe_listing_cache = None
+        if cached is None:
+            return None
+        cursors, max_scan_targets, listing = cached
+        if cursors != options.cursors or max_scan_targets != options.max_scan_targets:
+            return None
+        return listing
+
     def _fresh_listing(self, options: ScanOptions) -> "_CursorListing":
         return _list_cursor_files(
             self.grant,
@@ -376,6 +401,7 @@ class CursorUnifiedSourceAdapter:
             self.grant,
             suffixes=frozenset({".db"}),
             max_targets=options.max_scan_targets or 100_000,
+            directory_predicate=_cursor_data_directory,
         ):
             if isinstance(discovered, SourceFileDiscoveryFailure):
                 yield ScanFailure(reason_code=discovery_failure_code(discovered))
@@ -477,7 +503,10 @@ def _list_cursor_files(
     legacy: list[AuthorizedSourceFile] = []
     failures: list[SourceFileDiscoveryFailure] = []
     for item in discover_source_files(
-        grant, suffixes=frozenset({".jsonl", ".db", ".vscdb"}), max_targets=max_targets
+        grant,
+        suffixes=frozenset({".jsonl", ".db", ".vscdb"}),
+        max_targets=max_targets,
+        directory_predicate=_cursor_data_directory,
     ):
         if isinstance(item, SourceFileDiscoveryFailure):
             failures.append(item)
@@ -586,6 +615,25 @@ def _is_cursor_data_file(source_file: AuthorizedSourceFile) -> bool:
     )
 
 
+def _cursor_data_directory(relative_path: Path) -> bool:
+    """Enter only Cursor directories that can contain conversation authority.
+
+    The granted root also contains extensions, skills, caches, logs and agent
+    artifacts. Recursively walking all of them every live-sync poll made the
+    reader monopolize Core even though none can pass the file predicates.
+    """
+    parts = relative_path.parts
+    if not parts:
+        return False
+    if parts[0] in {"chats", "acp-sessions"}:
+        return True
+    if parts[0] == "projects":
+        return len(parts) <= 2 or parts[2] == "agent-transcripts"
+    if parts[0] == "User":
+        return len(parts) == 1 or parts[1] in {"globalStorage", "workspaceStorage"}
+    return False
+
+
 def _is_transcript_file(source_file: AuthorizedSourceFile) -> bool:
     parts = source_file.relative_path.parts
     return source_file.relative_path.suffix == ".jsonl" and "agent-transcripts" in parts
@@ -634,6 +682,7 @@ def _select_transcript_files(
         grant,
         suffixes=frozenset({".jsonl"}),
         max_targets=100_000,
+        directory_predicate=_cursor_data_directory,
     ):
         if not isinstance(item, AuthorizedSourceFile) or not _is_transcript_file(item):
             continue
@@ -654,6 +703,7 @@ def _subagent_conversation_ids(grant: AuthorizedSourceRoot) -> set[str]:
             grant,
             suffixes=frozenset({".jsonl"}),
             max_targets=100_000,
+            directory_predicate=_cursor_data_directory,
         )
         if isinstance(item, AuthorizedSourceFile)
         and _is_transcript_file(item)

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

@@ -15,9 +15,7 @@ class HyLifecycle:
         object.__setattr__(self, "hidden", MappingProxyType(dict(self.hidden)))
 
     def __eq__(self, other: object) -> bool:
-        return isinstance(other, HyLifecycle) and dict(self.hidden) == dict(
-            other.hidden
-        )
+        return isinstance(other, HyLifecycle) and dict(self.hidden) == dict(other.hidden)
 
     def __hash__(self) -> int:
         return hash(tuple(sorted(self.hidden.items())))
@@ -27,9 +25,5 @@ class HyLifecycle:
 
     def replacing(self, memory_id: str) -> tuple[str, ...]:
         return tuple(
-            sorted(
-                old
-                for old, replacements in self.hidden.items()
-                if memory_id in replacements
-            )
+            sorted(old for old, replacements in self.hidden.items() if memory_id in replacements)
         )

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

@@ -1,15 +1,35 @@
-"""Write visible hook text into Evidence. Tool output stays out."""
+"""Core's intake for host hooks: visible text only, staged under Core's writer.
 
+The hook process (`capture_handoff`) never opens the database; it posts the
+hook's JSON to `POST /api/v1/live-capture/{source}` on the running Core, which
+calls `capture_hook` here. Tool output stays out.
+
+A source that live sync already reads from its own files is left to that
+path: the hook and the file name the same message differently (the hook has
+no workspace and often no message id), so staging both sent one turn to the
+SDK twice. Only a source no file poller follows is staged from the hook.
+"""
+
+import asyncio
 import json
-import os
 import time
+from collections.abc import Callable
 from datetime import UTC, datetime
 from enum import StrEnum
 from pathlib import Path
-from typing import TextIO, cast
+from typing import cast
 
+from fastapi import APIRouter, HTTPException, Request
+from fastapi.params import Depends
 from pydantic import JsonValue
 
+from one_memory.capture_handoff import (
+    CAPTURE_ROUTE,
+    CAPTURE_SOURCES,
+    MAX_PAYLOAD_BYTES,
+    SDK_MIGRATION_CAPTURE_FENCE,
+    sdk_migration_capture_fenced,
+)
 from one_memory.database_access import main_database
 from one_memory.derived_echo import PREFACE, strip_injected_memory
 from one_memory.imports.access import opaque_workspace_id, safe_project_label
@@ -19,6 +39,7 @@ from one_memory.imports.models import (
     EvidenceRecord,
     OriginMetadata,
     WrittenBy,
+    materialize_write_input,
 )
 from one_memory.imports.sources.claude_code import parse_claude_code_record
 from one_memory.imports.sources.codex import HARNESS_PREFIXES, parse_codex_record
@@ -38,23 +59,21 @@ from one_memory.imports.sources.parsing import (
 )
 from one_memory.imports.sources.pi import _is_automated_session
 from one_memory.imports.sources.workbuddy import _is_scheduled_automation, parse_workbuddy_record
-from one_memory.imports.storage import EvidenceStore
+from one_memory.memory_server.durable_queue import DurableWriteQueue
+from one_memory.sdk_data_plane_migration import MemoryAuthority
+
+__all__ = [
+    "CAPTURE_SOURCES",
+    "SDK_MIGRATION_CAPTURE_FENCE",
+    "CaptureOutcome",
+    "CaptureRejection",
+    "capture_hook",
+    "capture_rejection",
+    "live_capture_router",
+    "record_capture_rejection",
+    "sdk_migration_capture_fenced",
+]
 
-CAPTURE_SOURCES = frozenset(
-    {
-        "workbuddy",
-        "claude-code",
-        "codex",
-        "cursor",
-        "pi",
-        "qwen-code",
-        "qwenwork",
-        "hermes",
-        "deepseek-harness",
-        "opencode",
-        "openclaw",
-    }
-)
 _UNKNOWN_USER = frozenset({"hermes", "opencode", "openclaw"})
 _USER_FIELDS = {
     "UserPromptSubmit": "prompt",
@@ -75,112 +94,130 @@ _FILE_FALLBACK = {
 }
 _FALLBACK_EVENTS = frozenset({"Stop", "stop", "SubagentStop", "StopFailure"})
 _TEXT_BLOCKS = frozenset({"text"})
-SDK_MIGRATION_CAPTURE_FENCE = ".sdk-migration-capture-fence.json"
 
 
-def database_path() -> Path:
-    from one_memory.config import load_settings
+class CaptureOutcome(StrEnum):
+    """What Core did with one hook payload. Never the payload itself."""
 
-    return load_settings().data_dir / "one-memory.sqlite3"
+    STAGED = "staged"
+    #: Live sync reads this source's own files; that path owns the turn.
+    FILE_POLLED = "file_polled"
+    REJECTED = "rejected"
+    IGNORED = "ignored"
 
 
-def capture_stdio(source_id: str, stdin: TextIO, output: TextIO) -> int:
-    """Host hooks must stay silent. A bad payload does not fail the turn."""
+def capture_hook(
+    source_id: str,
+    payload: object,
+    database: Path,
+    *,
+    queue: DurableWriteQueue,
+    file_polled: Callable[[str], bool] = lambda _source_id: False,
+) -> CaptureOutcome:
+    """Gate one hook payload and stage its visible lines, inside Core.
 
-    del output
-    if source_id not in CAPTURE_SOURCES:
-        return 2
-    database = database_path()
-    if sdk_migration_capture_fenced(database.parent):
-        return 0
-    try:
-        payload = json.loads(stdin.read() or "")
-    except json.JSONDecodeError:
-        return 0
-    try:
-        capture_hook(source_id, payload, database)
-    except Exception:
-        return 0
-    return 0
-
-
-def sdk_migration_capture_fenced(data_dir: Path) -> bool:
-    """Ignore stale fences; a live migration or a failed one pauses hook writes.
-
-    A failed upgrade migration leaves the fence `frozen` (no pid): the home was
-    put back as it was before the upgrade and takes no writes until the next
-    migration attempt, which replaces the fence and lifts it on success.
+    Runs on SDK authority through Core's single writer: the lines become
+    write-job input exactly as live file sync stages them
+    (`materialize_write_input` -> `stage_sdk_input` -> `finalize_sdk_file`,
+    live priority). No Evidence table is involved.
     """
-    marker = data_dir / SDK_MIGRATION_CAPTURE_FENCE
-    try:
-        document = json.loads(marker.read_text(encoding="utf-8"))
-        if isinstance(document, dict) and document.get("frozen") is True:
-            return True
-        pid = int(document["pid"])
-        if pid < 1:
-            raise ValueError("invalid migration fence pid")
-        os.kill(pid, 0)
-        return True
-    except FileNotFoundError:
-        return False
-    except ProcessLookupError:
-        marker.unlink(missing_ok=True)
-        return False
-    except PermissionError:
-        return True
-    except (KeyError, TypeError, ValueError, json.JSONDecodeError, OSError):
-        marker.unlink(missing_ok=True)
-        return False
-
-
-def capture_hook(source_id: str, payload: object, database: Path) -> bool:
     if source_id not in CAPTURE_SOURCES or not isinstance(payload, dict):
-        return False
+        return CaptureOutcome.IGNORED
     # Cursor also runs ~/.claude/settings.json hooks; its own hook already files the turn.
     if source_id != "cursor" and "cursor_version" in payload:
-        return False
+        return CaptureOutcome.IGNORED
     if not database.is_file():
-        return False
+        return CaptureOutcome.IGNORED
     rejection = capture_rejection(database, source_id)
     if rejection is not None:
         # Silent, and the reason is counted rather than printed: a hook that
         # spoke would put this into the host's turn as text.
         record_capture_rejection(database, source_id, rejection)
-        return False
+        return CaptureOutcome.REJECTED
     if source_id == "pi" and _is_automated_session(first_string(payload.get("cwd"))):
-        return False
-    lines = _messages(source_id, payload)
-    if lines:
-        conversation_id = _conversation(payload)
-        store = EvidenceStore(database)
-        wrote = False
-        for role, written_by, verbatim, message_id in lines:
-            target = conversation_id
-            if target is None:
-                continue
-            result = store.put(
-                EvidenceInput(
-                    source_id=source_id,
-                    conversation_id=target,
-                    message_id=message_id,
-                    source_ordinal=None if message_id else "hook-visible",
-                    role=role,
-                    written_by=written_by,
-                    created_at=datetime.now(UTC),
-                    verbatim=verbatim,
-                    origin_meta={EvidenceOrigin.HOOK: OriginMetadata()},
-                )
-            )
-            _submit_live_memory(
-                store, result.record, changed=result.was_created or result.was_revised
-            )
-            wrote = True
-        return wrote
-    return _capture_transcript(source_id, payload, database)
+        return CaptureOutcome.IGNORED
+    if file_polled(source_id):
+        # The same turn reaches the SDK once, from the file: the two lanes give
+        # one message different identities, so staging both wrote it twice.
+        return CaptureOutcome.FILE_POLLED
+    inputs = _hook_inputs(source_id, payload) or _capture_transcript(source_id, payload, database)
+    if not inputs:
+        return CaptureOutcome.IGNORED
+    observed = datetime.now(UTC)
+    conversations: dict[str, list[EvidenceRecord]] = {}
+    for value in inputs:
+        conversations.setdefault(value.conversation_id, []).append(
+            materialize_write_input(value, observed_at=observed)
+        )
+    for conversation_id, records in conversations.items():
+        # The turn rule decides what is written (`turn_batches`): a turn is
+        # complete when the next user message arrives, batches are 5 turns or
+        # 8000 characters, and Core writes the rest after 10 quiet minutes.
+        queue.assemble_live_records(tuple(records), file_key=f"hook:{conversation_id}")
+    return CaptureOutcome.STAGED
 
 
-def _sync_open(database: Path, source_id: str) -> bool:
-    return capture_rejection(database, source_id) is None
+def _hook_inputs(source_id: str, payload: dict[str, object]) -> list[EvidenceInput]:
+    conversation_id = _conversation(payload)
+    if conversation_id is None:
+        return []
+    observed = datetime.now(UTC)
+    return [
+        EvidenceInput(
+            source_id=source_id,
+            conversation_id=conversation_id,
+            message_id=message_id,
+            source_ordinal=None if message_id else "hook-visible",
+            role=role,
+            written_by=written_by,
+            created_at=observed,
+            verbatim=verbatim,
+            origin_meta={EvidenceOrigin.HOOK: OriginMetadata()},
+        )
+        for role, written_by, verbatim, message_id in _messages(source_id, payload)
+    ]
+
+
+def live_capture_router(
+    dependencies: list[Depends],
+    *,
+    file_polled: Callable[[Request, str], bool],
+) -> APIRouter:
+    """`POST /api/v1/live-capture/{source_id}`: a hook's payload, handed over by the hook.
+
+    202 whatever the gates decide, so a hook has nothing to print. The answer
+    names the outcome only, never any of the payload.
+    """
+    router = APIRouter(dependencies=dependencies)
+
+    @router.post(CAPTURE_ROUTE, status_code=202)
+    async def live_capture(source_id: str, request: Request) -> dict[str, str]:
+        if source_id not in CAPTURE_SOURCES:
+            raise HTTPException(status_code=404, detail="capture_source_not_found")
+        body = await request.body()
+        if len(body) > MAX_PAYLOAD_BYTES:
+            raise HTTPException(status_code=413, detail="capture_payload_too_large")
+        try:
+            payload = json.loads(body)
+        except (json.JSONDecodeError, UnicodeError) as error:
+            raise HTTPException(status_code=422, detail="capture_payload_invalid") from error
+        state = request.app.state
+        queue = getattr(state, "memory_write_queue", None)
+        if getattr(state, "memory_authority", None) is not MemoryAuthority.SDK or queue is None:
+            # Only an SDK-authority home is served; nothing here may bring the
+            # retired Evidence tables back for any other.
+            return {"outcome": CaptureOutcome.IGNORED.value}
+        outcome = await asyncio.to_thread(
+            capture_hook,
+            source_id,
+            payload,
+            queue.database_path,
+            queue=queue,
+            file_polled=lambda source: file_polled(request, source),
+        )
+        return {"outcome": outcome.value}
+
+    return router
 
 
 class CaptureRejection(StrEnum):
@@ -255,22 +292,6 @@ def record_capture_rejection(
         return
 
 
-def _submit_live_memory(store: EvidenceStore, record: EvidenceRecord, *, changed: bool) -> None:
-    """Add the record to its conversation's live assembling row.
-
-    The turn rule decides what is written (`turn_batches`): a turn is
-    complete when the next user message arrives, batches are 5 turns or
-    8000 characters, and Core writes the rest after 10 quiet minutes.
-    """
-    if not changed or not _sync_open(store.database_path, record.source_id):
-        return
-    from one_memory.memory_server.durable_queue import DurableWriteQueue
-
-    DurableWriteQueue(store.database_path, evidence=store).assemble_live_records(
-        (record,), file_key=f"hook:{record.conversation_id}"
-    )
-
-
 def _conversation(payload: dict[str, object]) -> str | None:
     return first_string(
         cast(JsonValue | None, payload.get("session_id")),
@@ -470,34 +491,35 @@ def _opencode_messages(
     return lines
 
 
-def _capture_transcript(source_id: str, payload: dict[str, object], database: Path) -> bool:
+def _capture_transcript(
+    source_id: str, payload: dict[str, object], database: Path
+) -> list[EvidenceInput]:
     """Stop without in-memory text reads the granted transcript, then the same parser."""
 
     event = payload.get("hook_event_name") or payload.get("hookEventName")
     parser = _FILE_FALLBACK.get(source_id)
     transcript = payload.get("transcript_path")
     if event not in _FALLBACK_EVENTS or parser is None or not isinstance(transcript, str):
-        return False
+        return []
     root = _grant_root(database, source_id)
     if root is None:
-        return False
+        return []
     try:
         granted = root.resolve()
         target = Path(transcript).resolve()
     except OSError:
-        return False
+        return []
     if target != granted and granted not in target.parents:
-        return False
+        return []
     if not target.is_file():
-        return False
+        return []
     _wait_stable(target)
     try:
         raw = target.read_text(encoding="utf-8")
     except OSError:
-        return False
+        return []
     relative = target.relative_to(granted).as_posix()
-    store = EvidenceStore(database)
-    wrote = False
+    inputs: list[EvidenceInput] = []
     for index, line in enumerate(raw.splitlines()):
         if not line.strip():
             continue
@@ -514,7 +536,7 @@ def _capture_transcript(source_id: str, payload: dict[str, object], database: Pa
         if not isinstance(parsed, ParsedMessage):
             continue
         for row_index, row in enumerate(parsed.rows()):
-            result = store.put(
+            inputs.append(
                 EvidenceInput(
                     source_id=source_id,
                     workspace=opaque_workspace_id(source_id, row.workspace),
@@ -533,11 +555,7 @@ def _capture_transcript(source_id: str, payload: dict[str, object], database: Pa
                     origin_meta={EvidenceOrigin.FILE: OriginMetadata()},
                 )
             )
-            _submit_live_memory(
-                store, result.record, changed=result.was_created or result.was_revised
-            )
-        wrote = True
-    return wrote
+    return inputs
 
 
 def _grant_root(database: Path, source_id: str) -> Path | None:

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

@@ -26,6 +26,7 @@ if TYPE_CHECKING:
 _operation: ContextVar[tuple["ModelProbeOperations", str] | None] = ContextVar(
     "model_probe_operation", default=None
 )
+_dispatch_started: ContextVar[bool] = ContextVar("model_probe_dispatch_started", default=False)
 
 
 class ProbeCode(StrEnum):
@@ -113,16 +114,26 @@ class ModelProber:
         if existing is not None:
             return existing
         token = _operation.set((operations, request.operation_id))
+        dispatch_token = _dispatch_started.set(False)
         try:
             await self._probe(profile_id)
         except ProbeOperationConflict:
             await asyncio.to_thread(
                 operations.fail, request.operation_id, "model_probe_profile_changed"
             )
-        except Exception:
-            # Unknown dispatch/storage outcomes stay reserved, including across restart.
-            raise ProbeOperationUnavailable("model_probe_operation_unavailable") from None
+        except Exception as exc:
+            if _dispatch_started.get():
+                # Once a request may have reached the provider, preserve the
+                # reservation so a retry cannot duplicate a possibly billed call.
+                raise ProbeOperationUnavailable("model_probe_operation_unavailable") from None
+            logging.getLogger(__name__).warning(
+                "model probe failed before dispatch: %s", type(exc).__name__
+            )
+            await asyncio.to_thread(
+                operations.fail, request.operation_id, "model_probe_execution_failed"
+            )
         finally:
+            _dispatch_started.reset(dispatch_token)
             _operation.reset(token)
         return await asyncio.to_thread(operations.lookup, request.operation_id)
 
@@ -317,6 +328,8 @@ class ModelProber:
         listing_optional: bool = False,
     ) -> ProbeStage:
         await self._check_operation()
+        if _operation.get() is not None:
+            _dispatch_started.set(True)
         started = monotonic()
         try:
             response = await client.request(

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

@@ -118,7 +118,7 @@ class OnboardingState(BaseModel):
     selected_source_ids: tuple[str, ...]
     started_at: datetime | None
     completed_at: datetime | None
-    mode_intent: Literal["lite", "pro"] | None
+    mode_intent: Literal["lite", "pro", "ultra"] | None
     setup_step: Literal["review", "mode", "model"] | None
     model_profile_id: str | None
 
@@ -128,7 +128,7 @@ class OnboardingProgressUpdate(BaseModel):
 
     model_config = ConfigDict(frozen=True, extra="forbid")
 
-    mode_intent: Literal["lite", "pro"] | None = None
+    mode_intent: Literal["lite", "pro", "ultra"] | None = None
     setup_step: Literal["review", "mode", "model"] | None = None
     model_profile_id: str | None = Field(default=None, min_length=36, max_length=36)
 

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

@@ -11,6 +11,7 @@ instead: plain retrieval over what was imported, the same lane
 from __future__ import annotations
 
 import asyncio
+import re
 import time
 from collections.abc import Awaitable, Callable
 from datetime import UTC, datetime
@@ -46,6 +47,50 @@ def recall_total_timeout_seconds(timeout_ms: int) -> float:
     return min(timeout_ms / 1_000 + RECALL_TOTAL_GRACE_SECONDS, RECALL_TOTAL_CEILING_SECONDS)
 
 
+def _bounded_raw_excerpt(content: str, query: str, limit: int) -> str:
+    """Fit one raw hit without discarding the highest-ranked candidate.
+
+    Prefer the literal query, then its longest matching word. A semantic hit
+    with no lexical anchor keeps its beginning: that is also the part the
+    embedding service preserves when an input exceeds its own token limit.
+    """
+    if len(content) <= limit:
+        return content
+    if limit <= 2:
+        return content[:limit]
+
+    anchor = 0
+    needle = query.strip()
+    if needle:
+        exact = re.search(re.escape(needle), content, re.IGNORECASE)
+        if exact is not None:
+            anchor = exact.start()
+        else:
+            terms = sorted(re.findall(r"\w+", needle), key=len, reverse=True)
+            match = next(
+                (
+                    found
+                    for term in terms
+                    if (found := re.search(re.escape(term), content, re.IGNORECASE)) is not None
+                ),
+                None,
+            )
+            if match is not None:
+                anchor = match.start()
+
+    payload = limit
+    while True:
+        start = max(0, min(anchor - payload // 3, len(content) - payload))
+        end = min(len(content), start + payload)
+        adjusted = limit - int(start > 0) - int(end < len(content))
+        if adjusted == payload:
+            break
+        payload = adjusted
+    prefix = "…" if start > 0 else ""
+    suffix = "…" if end < len(content) else ""
+    return f"{prefix}{content[start:end]}{suffix}"
+
+
 async def recall_with_fallback(
     request: RecallRequest,
     *,
@@ -123,6 +168,9 @@ async def _raw_recall(
         )
     except TimeoutError:
         return receipt(truncated_by=TruncationBudget.TIMEOUT)
+    current_sources = await raw_sources()
+    if sources is not None:
+        sources &= current_sources or frozenset()
     hits: list[RecallHit] = []
     used = 0
     truncated_by: TruncationBudget | None = None
@@ -137,13 +185,23 @@ async def _raw_recall(
                 truncated_by=truncated_by,
                 unexamined=len(found) - index,
             )
-        if used + len(hit.content) > request.character_budget:
+        remaining = request.character_budget - used
+        if remaining <= 0:
+            truncated_by = TruncationBudget.CHARACTER
+            return receipt(
+                tuple(hits),
+                used=used,
+                truncated_by=truncated_by,
+                unexamined=len(found) - index,
+            )
+        content = hit.content
+        if len(content) > remaining:
+            content = _bounded_raw_excerpt(content, request.query, remaining)
             truncated_by = TruncationBudget.CHARACTER
-            continue
         hits.append(
             RecallHit(
                 memory_id=hit.raw_id,
-                content=hit.content,
+                content=content,
                 kind="raw",
                 scopes=(),
                 evidence_ids=(),
@@ -158,5 +216,5 @@ async def _raw_recall(
                 session_id=hit.session_id,
             )
         )
-        used += len(hit.content)
+        used += len(content)
     return receipt(tuple(hits), used=used, truncated_by=truncated_by)

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

@@ -113,6 +113,37 @@ def inspect_runtime(
     )
 
 
+@dataclass(frozen=True)
+class CoreEndpoint:
+    host: Literal["127.0.0.1"]
+    port: int
+    token: str
+
+
+def core_endpoint(
+    data_dir: Path,
+    *,
+    alive: Callable[[int], bool] = process_is_alive,
+) -> CoreEndpoint | None:
+    """Where this home's Core listens and the token it accepts, from files alone.
+
+    The receipt and token checks `inspect_runtime` makes, without its identity
+    round trip: a caller that only has to hand something over quickly lets the
+    authenticated request itself be the proof. None when no live Core is named.
+    """
+    try:
+        raw = (data_dir / "runtime.json").read_text(encoding="utf-8")
+        receipt = _receipt(json.loads(raw))
+    except (OSError, UnicodeError, json.JSONDecodeError):
+        return None
+    if receipt is None or not alive(receipt.pid):
+        return None
+    token = _runtime_token(data_dir)
+    if token is None:
+        return None
+    return CoreEndpoint(host=receipt.host, port=receipt.port, token=token)
+
+
 def _receipt(value: object) -> RuntimeReceipt | None:
     if not isinstance(value, dict):
         return None

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

@@ -288,4 +288,3 @@ def verify_readback(
         productivity_readable=sum(1 for memory_id in legacy.productivity if readable(memory_id)),
         chat_missing_before_migration=chat_missing_before_migration,
     )
-

memhub/apps/core/tests/TEST_INDEX.md

@@ -138,7 +138,7 @@
 | `test_internal_preset.py` | `contract` | The optional model preset a configured build carries. |
 | `test_jsonl_snapshot_tail.py` | `contract` | Bounded EOF handling on synthetic files only, never original host history. |
 | `test_library_search_window.py` | `unit` | The library search window store and the unified record/keyword parsing. |
-| `test_live_capture.py` | `integration` | Visible hook text lands in Evidence before the transcript file is flushed. |
+| `test_live_capture.py` | `integration` | Hooks hand visible text to Core, which stages it once, without Evidence. |
 | `test_live_sync.py` | `contract` | 覆盖 live sync preempts a reader batch before it emits work、live sync cuts in front of a running history import、live sync does not resume a history import the user paused 等 24 个场景。 |
 | `test_live_sync_file_incremental.py` | `contract` | 覆盖 unchanged file metadata avoids a job and content read、changed file content is read once by the import job、workbuddy first live poll baselines history then imports only append 等 6 个场景。 |
 | `test_live_sync_job_coalescing.py` | `contract` | A poll that finds nothing must not leave an import job behind. |

memhub/apps/core/tests/graph_fixtures.py

@@ -39,8 +39,7 @@ def kuzu_graph_with_embedding_width(db_path: Path, width: int) -> None:
     database = kuzu.Database(str(db_path))
     connection = kuzu.Connection(database)
     connection.execute(
-        f"CREATE NODE TABLE Memory("
-        f"node_id STRING, embedding FLOAT[{width}], PRIMARY KEY(node_id))"
+        f"CREATE NODE TABLE Memory(node_id STRING, embedding FLOAT[{width}], PRIMARY KEY(node_id))"
     )
     del connection
     del database

memhub/apps/core/tests/measure_c1_recall_during_import.py

@@ -29,7 +29,6 @@ from one_memory.imports.sources.registry import (
     build_source_catalog,
 )
 from one_memory.imports.supervisor import ImportSupervisor
-from one_memory.live_capture import capture_hook
 
 FREEZE_THRESHOLD_SECONDS = 1.0
 
@@ -228,31 +227,17 @@ async def _run(
 
         hook_text = "realtime hook while history import is running"
         hook_started = time.monotonic()
-        result["hook_accepted"] = await asyncio.to_thread(
-            capture_hook,
-            "workbuddy",
-            {
+        # A hook hands its turn to Core over loopback; it no longer writes the
+        # database itself. What is measured is that hand-off under import load.
+        handed = await client.post(
+            "/api/v1/live-capture/workbuddy",
+            json={
                 "hook_event_name": "UserPromptSubmit",
                 "session_id": "pressure-live-session",
                 "prompt": hook_text,
             },
-            app.state.evidence_store.database_path,
         )
-        hook_deadline = hook_started + 10
-        hook_stored = False
-        while time.monotonic() < hook_deadline:
-            with sqlite3.connect(app.state.evidence_store.database_path) as connection:
-                hook_stored = (
-                    connection.execute(
-                        "SELECT 1 FROM evidence WHERE source_id='workbuddy' AND verbatim=?",
-                        (hook_text,),
-                    ).fetchone()
-                    is not None
-                )
-            if hook_stored:
-                break
-            await asyncio.sleep(0.01)
-        result["hook_stored"] = hook_stored
+        result["hook_accepted"] = handed.status_code == 202
         result["hook_visible_ms"] = round((time.monotonic() - hook_started) * 1000, 1)
 
         during, during_unavailable, sampled_terminal = await _measure_recall_until(

memhub/apps/core/tests/test_architecture_layer_gate.py

@@ -104,9 +104,7 @@ SDK_PRIVATE_ATTRIBUTES = frozenset(
     }
 )
 SDK_PRIVATE_ACCESS_EXCEPTIONS = {
-    f"{PACKAGE_LABEL}/hy_graph_projection.py": frozenset(
-        {"_graph_store", "_loop_thread", "_run"}
-    ),
+    f"{PACKAGE_LABEL}/hy_graph_projection.py": frozenset({"_graph_store", "_loop_thread", "_run"}),
     # Startup migration runs while Runtime writers are stopped. It is the one
     # non-runtime path allowed to manipulate SDK storage directly so that
     # migration-only mechanics never become public HyMemoryClient methods.
@@ -266,9 +264,7 @@ def test_no_sdk_private_implementation_access() -> None:
             )
         }
         if used:
-            unexpected = used - SDK_PRIVATE_ACCESS_EXCEPTIONS.get(
-                relative, frozenset()
-            )
+            unexpected = used - SDK_PRIVATE_ACCESS_EXCEPTIONS.get(relative, frozenset())
             if unexpected:
                 offenders.append(f"{relative}: {sorted(unexpected)}")
     assert not offenders, (
@@ -291,9 +287,7 @@ def test_sdk_modules_import_only_the_public_package_root() -> None:
             ):
                 offenders.append(relative)
                 break
-            if isinstance(node, ast.ImportFrom) and (
-                node.module or ""
-            ).startswith("hy_memory."):
+            if isinstance(node, ast.ImportFrom) and (node.module or "").startswith("hy_memory."):
                 offenders.append(relative)
                 break
             if (

memhub/apps/core/tests/test_capture_deadline.py

@@ -131,3 +131,24 @@ def test_run_as_the_entry_it_ends_itself_while_still_importing(tmp_path) -> None
         _reap([process])
     assert process.returncode == -signal.SIGALRM
     assert time.monotonic() - started < 10
+
+
+def test_with_no_core_a_real_capture_exits_at_once_and_writes_nothing(tmp_path) -> None:
+    # The process a host actually starts: no Core is running for this home,
+    # so the turn is dropped. Nothing may fall back to writing the database.
+    data_dir = tmp_path / "data"
+    env = {
+        key: value for key, value in os.environ.items() if key != "ONE_MEMORY_CAPTURE_DEADLINE_S"
+    }
+    env.update(HOME=str(tmp_path), ONE_MEMORY_DATA_DIR=str(data_dir))
+    payload = b'{"hook_event_name": "UserPromptSubmit", "session_id": "s", "prompt": "hi"}'
+    result = subprocess.run(
+        [sys.executable, "-m", "one_memory.cli", "capture", "workbuddy"],
+        input=payload,
+        capture_output=True,
+        env=env,
+        timeout=60,
+        check=False,
+    )
+    assert (result.returncode, result.stdout, result.stderr) == (0, b"", b"")
+    assert not (data_dir / "one-memory.sqlite3").exists()

memhub/apps/core/tests/test_context_access.py

@@ -16,6 +16,8 @@ def database(tmp_path):
     path = tmp_path / "context.sqlite3"
     with closing(sqlite3.connect(path)) as db, db:
         db.execute("CREATE TABLE source_grants(user_id TEXT, source_id TEXT, revoked_at TEXT)")
+        db.execute("INSERT INTO source_grants VALUES('local','cursor',NULL)")
+        db.execute("INSERT INTO source_grants VALUES('local','codex',NULL)")
         db.execute("INSERT INTO source_grants VALUES('local','revoked','2026-09-19')")
         db.execute("INSERT INTO source_grants VALUES('other','cursor','2026-09-19')")
     return path
@@ -43,16 +45,14 @@ def test_memory_only_never_reads_raw_authority(database, monkeypatch):
     assert not result.raw_allowed and result.raw_sources == frozenset()
 
 
-def test_raw_permission_does_not_grant_memory_and_removes_revoked_sources(database):
-    result = resolve(
-        database, access(["om_conversations"], ["all-apps", "source:cursor", "source:revoked"])
-    )
-    assert result.raw_allowed and result.raw_sources == frozenset({"cursor"})
+def test_all_apps_raw_reads_every_connected_source_and_removes_revoked_sources(database):
+    result = resolve(database, access(["om_conversations"], ["all-apps", "source:cursor"]))
+    assert result.raw_allowed and result.raw_sources == frozenset({"cursor", "codex"})
     assert not result.memory_allowed
 
 
-@pytest.mark.parametrize("scopes", [["source:cursor"], ["all-apps"], []])
-def test_raw_requires_all_apps_and_source(database, scopes):
+@pytest.mark.parametrize("scopes", [["source:cursor"], []])
+def test_raw_requires_all_apps(database, scopes):
     with pytest.raises(HTTPException) as error:
         resolve(database, access(["om_conversations"], scopes))
     assert error.value.status_code == 403
@@ -80,9 +80,7 @@ def test_explicit_raw_filter_must_be_currently_authorized(database, source):
     with pytest.raises(HTTPException) as error:
         resolve(
             database,
-            access(
-                ["om_recall", "om_conversations"], ["all-apps", "source:cursor", "source:revoked"]
-            ),
+            access(["om_recall", "om_conversations"], ["all-apps"]),
             raw_source_ids=(source,),
         )
     assert error.value.status_code == 403
@@ -104,10 +102,19 @@ def test_filters_do_not_change_memory_scope(database):
     assert result.raw_sources == frozenset({"cursor"})
 
 
-def test_implicit_revoked_raw_path_can_be_reported_beside_allowed_memory(database):
+def test_explicit_raw_filter_accepts_any_connected_source_under_all_apps(database):
     result = resolve(
-        database, access(["om_recall", "om_conversations"], ["all-apps", "source:revoked"])
+        database,
+        access(["om_conversations"], ["all-apps", "source:cursor"]),
+        raw_source_ids=("codex",),
     )
+    assert result.raw_allowed and result.raw_sources == frozenset({"codex"})
+
+
+def test_no_connected_raw_source_can_be_reported_beside_allowed_memory(database):
+    with closing(sqlite3.connect(database)) as db, db:
+        db.execute("UPDATE source_grants SET revoked_at='2026-09-20' WHERE user_id='local'")
+    result = resolve(database, access(["om_recall", "om_conversations"], ["all-apps"]))
     assert result.memory_allowed and not result.raw_allowed
 
 
@@ -124,7 +131,7 @@ def test_expired_deadline_does_not_open_database(database, monkeypatch):
     with pytest.raises(TimeoutError):
         resolve_context_authority(
             ContextSearchRequest(query="x"),
-            access(["om_conversations"], ["all-apps", "source:cursor"]),
+            access(["om_conversations"], ["all-apps"]),
             database,
             deadline=time.monotonic() - 1,
         )

memhub/apps/core/tests/test_external_installation_permissions.py

@@ -53,8 +53,8 @@ def test_external_marker_is_not_an_installation_grant(tmp_path):
                 "/api/v2/memories/ask", json={"question": "history"}, headers=headers()
             )
             assert denied_tool.status_code == 403
-            # om_conversations reaches Core only as the v2 raw lane, and only
-            # with a source grant: all-apps alone opens no raw source.
+            # om_conversations reaches Core only as the v2 raw lane. all-apps
+            # has nothing to open because this fresh home has no connected source.
             no_raw = await client.post(
                 "/api/v2/context/search",
                 json={"query": "history", "kinds": ["raw"]},

memhub/apps/core/tests/test_live_watch.py

@@ -293,6 +293,9 @@ def test_health_states_that_watching_is_layered_on_the_timer(tmp_path: Path) ->
 
         assert live.health(PI_DESCRIPTOR.source_id).mode == "watch_and_polling"
         assert live.health("unknown-source").mode == "watch_and_polling"
+        live.set_watched_sources((PI_DESCRIPTOR.source_id,))
+        assert live._poll_interval(PI_DESCRIPTOR.source_id) == max(live.interval_seconds, 15 * 60)
+        assert live._poll_interval("unknown-source") == live.interval_seconds
         await imports.shutdown()
 
     asyncio.run(scenario())

memhub/apps/core/tests/test_model_probe_operations.py

@@ -91,6 +91,51 @@ def test_reserved_before_transport_and_atomic_result_reopens_without_resending(e
     asyncio.run(scenario())
 
 
+def test_pre_dispatch_failure_marks_operation_failed_and_unfences(env, monkeypatch):
+    store, secrets, profile, ops, calls, respond = env
+    operation = str(uuid4())
+
+    def fail_require(*args, **kwargs):
+        raise RuntimeError("profile load failed")
+
+    prober = ModelProber(store=store, secrets=secrets, transport=httpx.MockTransport(respond))
+    with monkeypatch.context() as patch:
+        patch.setattr(store, "require", fail_require)
+        receipt = asyncio.run(
+            prober.probe(
+                profile.profile_id,
+                operation_id=operation,
+                expected_profile_revision=profile.revision,
+            )
+        )
+
+    assert receipt.state == "failed"
+    assert receipt.code == "model_probe_execution_failed"
+    assert receipt.result is None
+    assert calls == []
+    assert ops.lookup(operation) == receipt
+    assert (
+        asyncio.run(
+            prober.probe(
+                profile.profile_id,
+                operation_id=operation,
+                expected_profile_revision=profile.revision,
+            )
+        )
+        == receipt
+    )
+
+    completed = asyncio.run(
+        prober.probe(
+            profile.profile_id,
+            operation_id=str(uuid4()),
+            expected_profile_revision=profile.revision,
+        )
+    )
+    assert completed.state == "completed"
+    assert len(calls) == 3
+
+
 def test_same_id_and_same_profile_concurrency_refused_before_second_call(env):
     store, secrets, profile, ops, calls, respond = env
 

memhub/apps/core/tests/test_onboarding_profile.py

@@ -149,6 +149,13 @@ def test_progress_patch_and_put_round_trip_only_resumable_choices(tmp_path: Path
             assert replaced.json()["model_profile_id"] == profile_id
             assert (await client.get("/api/v1/onboarding")).json() == replaced.json()
 
+            ultra = await client.put(
+                "/api/v1/onboarding/progress",
+                json={"mode_intent": "ultra", "setup_step": "model"},
+            )
+            assert ultra.status_code == 200
+            assert ultra.json()["mode_intent"] == "ultra"
+
     asyncio.run(scenario())
 
 
@@ -166,7 +173,7 @@ def test_progress_rejects_unknown_or_invalid_fields(tmp_path: Path) -> None:
             )
             invalid_mode = await client.patch(
                 "/api/v1/onboarding/progress",
-                json={"mode_intent": "ultra"},
+                json={"mode_intent": "future"},
             )
 
             assert secret.status_code == 422

memhub/apps/core/tests/test_primary_source_adapters.py

@@ -77,6 +77,36 @@ def test_workbuddy_record_parsing_never_blocks_the_event_loop(tmp_path) -> None:
     asyncio.run(scenario())
 
 
+def test_jsonl_live_probe_listing_is_reused_by_the_import(tmp_path, monkeypatch) -> None:
+    root = tmp_path / ".workbuddy" / "projects"
+    write_jsonl(
+        root / "project" / "session.jsonl",
+        [{"role": "user", "sessionId": "session", "content": "new conversation"}],
+    )
+    adapter = create_workbuddy_adapter(grant("workbuddy", root))
+    from one_memory.imports.sources import common
+
+    calls = 0
+    original = common.list_changed_files
+
+    def counted(*args, **kwargs):
+        nonlocal calls
+        calls += 1
+        return original(*args, **kwargs)
+
+    monkeypatch.setattr(common, "list_changed_files", counted)
+
+    async def probe_then_scan():
+        options = ScanOptions()
+        assert await adapter.has_changes(options)
+        return [event async for event in adapter.scan(options)]
+
+    records = evidence(asyncio.run(probe_then_scan()))
+
+    assert [item.evidence.verbatim for item in records] == ["new conversation"]
+    assert calls == 1
+
+
 def test_cursor_store_user_info_envelope_is_not_attributed_to_the_person(tmp_path) -> None:
     """A Cursor store blob can be the host's session context, not the user's words.
 
@@ -1352,6 +1382,68 @@ def test_cursor_transcripts_with_the_same_name_in_two_projects_are_both_kept(
     assert len({item.evidence.source_ordinal for item in records}) == 2
 
 
+def test_cursor_discovery_does_not_enter_non_conversation_trees(tmp_path) -> None:
+    root = tmp_path / ".cursor"
+    write_jsonl(
+        root / "projects" / "project" / "agent-transcripts" / "kept" / "kept.jsonl",
+        [
+            {
+                "role": "user",
+                "message": {"content": [{"type": "text", "text": "kept conversation"}]},
+            }
+        ],
+    )
+    write_jsonl(
+        root / "extensions" / "large-cache" / "agent-transcripts" / "ignored" / "ignored.jsonl",
+        [
+            {
+                "role": "user",
+                "message": {"content": [{"type": "text", "text": "must not be scanned"}]},
+            }
+        ],
+    )
+
+    records = evidence(asyncio.run(scan(CursorUnifiedSourceAdapter(grant=grant("cursor", root)))))
+
+    assert [item.evidence.verbatim for item in records] == ["kept conversation"]
+
+
+def test_cursor_live_probe_listing_is_reused_by_the_import(tmp_path, monkeypatch) -> None:
+    root = tmp_path / ".cursor"
+    write_jsonl(
+        root / "projects" / "project" / "agent-transcripts" / "new" / "new.jsonl",
+        [
+            {
+                "role": "user",
+                "message": {"content": [{"type": "text", "text": "new conversation"}]},
+            }
+        ],
+    )
+    adapter = CursorUnifiedSourceAdapter(grant=grant("cursor", root))
+    from one_memory.imports.adapters import ScanOptions
+    from one_memory.imports.sources import cursor_unified
+
+    calls = 0
+    original = cursor_unified._list_cursor_files
+
+    def counted(*args, **kwargs):
+        nonlocal calls
+        calls += 1
+        return original(*args, **kwargs)
+
+    monkeypatch.setattr(cursor_unified, "_list_cursor_files", counted)
+
+    async def probe_then_scan():
+        options = ScanOptions()
+        assert await adapter.has_changes(options)
+        return [event async for event in adapter.scan(options)]
+
+    records = evidence(asyncio.run(probe_then_scan()))
+
+    assert [item.evidence.verbatim for item in records] == ["new conversation"]
+    assert calls == 1
+
+
 def test_cursor_bounded_scans_reuse_the_authorized_file_listing(tmp_path, monkeypatch) -> None:
     root = tmp_path / ".cursor"
     transcript = root / "projects" / "project" / "agent-transcripts" / "session" / "session.jsonl"

memhub/apps/core/tests/test_recall_raw_fallback.py

@@ -2,8 +2,9 @@
 
 Without a usable generation model no memory can be distilled, and with no
 memory in the library a memory search can only come back empty. In both cases
-recall searches the SDK raw layer and says so with `mode: "raw"`. Original
-conversations stay under their own grant: recall's grant does not widen it.
+recall searches the SDK raw layer and says so with `mode: "raw"`. External
+callers need the conversations tool and all-apps scope; Core resolves that to
+every connected, unrevoked source.
 """
 
 import asyncio
@@ -18,6 +19,7 @@ from one_memory import api
 from one_memory.api import create_app
 from one_memory.config import Settings
 from one_memory.hy_sdk_types import HySdkRawHit
+from one_memory.imports.sources.registry import RootCandidateKind
 from one_memory.recall import RecallHit, RecallReceipt, RecallRequest, RecallState
 from one_memory.recall_fallback import recall_with_fallback
 from one_memory.secrets import InMemorySecretStore
@@ -156,6 +158,26 @@ def test_raw_fallback_respects_the_callers_raw_sources():
     assert [hit.memory_id for hit in receipt.hits] == ["r1"]
 
 
+def test_raw_fallback_rechecks_sources_after_search_before_releasing_content():
+    _, fakes = _fakes(
+        ready=False,
+        memories=[],
+        has_memories=False,
+        raw=[_raw("r1", "private", source="cursor")],
+        sources=frozenset({"cursor"}),
+    )
+    checks = iter((frozenset({"cursor"}), frozenset()))
+
+    async def sources():
+        return next(checks)
+
+    fakes["raw_sources"] = sources
+    receipt = run(RecallRequest(query="private"), fakes)
+
+    assert receipt.state == RecallState.EMPTY
+    assert receipt.hits == ()
+
+
 def test_a_caller_with_no_raw_grant_gets_nothing_rather_than_a_wider_read():
     calls, fakes = _fakes(
         ready=False,
@@ -187,6 +209,43 @@ def test_raw_fallback_keeps_the_count_and_character_budgets():
     assert by_chars.used_characters == 300
 
 
+def test_oversized_raw_hit_returns_a_query_anchored_excerpt_instead_of_empty():
+    _, fakes = _fakes(
+        ready=False,
+        memories=[],
+        has_memories=False,
+        raw=[_raw("large", ("x" * 5_000) + "WebGL 黄色节点" + ("y" * 5_000))],
+    )
+
+    receipt = run(
+        RecallRequest(query="WebGL 黄色节点", limit=3, character_budget=300),
+        fakes,
+    )
+
+    assert receipt.state == RecallState.GROUNDED
+    assert len(receipt.hits) == 1
+    assert len(receipt.hits[0].content) == receipt.used_characters == 300
+    assert "WebGL 黄色节点" in receipt.hits[0].content
+    assert receipt.truncated_by.value == "character_budget"
+
+
+@pytest.mark.parametrize("prefix_length", [0, 100, 5_000, 9_980])
+def test_raw_excerpt_never_exceeds_its_character_budget(prefix_length):
+    needle = "WebGL"
+    content = ("x" * prefix_length) + needle + ("y" * (10_000 - prefix_length))
+    _, fakes = _fakes(
+        ready=False,
+        memories=[],
+        has_memories=False,
+        raw=[_raw("large", content)],
+    )
+
+    receipt = run(RecallRequest(query=needle, character_budget=300), fakes)
+
+    assert len(receipt.hits[0].content) == receipt.used_characters == 300
+    assert needle in receipt.hits[0].content
+
+
 def test_the_probe_never_falls_back():
     calls, fakes = _fakes(ready=False, memories=[], has_memories=False, raw=[_raw("r1", "x")])
 
@@ -237,6 +296,14 @@ def test_recall_route_falls_back_and_keeps_the_raw_grant(tmp_path, monkeypatch):
                 headers={"Authorization": "Bearer recall-test"},
             ) as client,
         ):
+            cursor_root = tmp_path / "cursor"
+            cursor_root.mkdir()
+            app.state.source_grant_store.grant(
+                user_id="local",
+                source_id="cursor",
+                root=cursor_root,
+                candidate_kind=RootCandidateKind.DEFAULT,
+            )
             local = await client.post("/api/v1/recall", json={"query": "数据库"})
             recall_only = await client.post(
                 "/api/v1/recall",
@@ -247,9 +314,18 @@ def test_recall_route_falls_back_and_keeps_the_raw_grant(tmp_path, monkeypatch):
                     "X-One-Memory-Allowed-Scopes": json.dumps(["all-apps"]),
                 },
             )
-            return local.json(), recall_only.json()
+            cross_app = await client.post(
+                "/api/v1/recall",
+                json={"query": "数据库"},
+                headers={
+                    **EXTERNAL,
+                    "X-One-Memory-Allowed-Tools": json.dumps(["om_recall", "om_conversations"]),
+                    "X-One-Memory-Allowed-Scopes": json.dumps(["all-apps", "source:workbuddy"]),
+                },
+            )
+            return local.json(), recall_only.json(), cross_app.json()
 
-    local, recall_only = asyncio.run(scenario())
+    local, recall_only, cross_app = asyncio.run(scenario())
 
     assert local["mode"] == "raw" and local["fallback_reason"] == "model_unavailable"
     assert local["hits"][0]["content_format"] == "raw"
@@ -258,7 +334,9 @@ def test_recall_route_falls_back_and_keeps_the_raw_grant(tmp_path, monkeypatch):
     assert searched[0] is None
     # A host granted recall alone may not read original conversations.
     assert recall_only["mode"] == "raw" and recall_only["hits"] == []
-    assert len(searched) == 1
+    # all-apps covers every connected source, not only the host's source scope.
+    assert cross_app["hits"][0]["source"] == "cursor"
+    assert searched == [None, frozenset({"cursor"})]
 
 
 def test_the_total_recall_budget_stays_under_the_brokers_wait():

memhub/apps/core/tests/test_sdk_api_surface.py

@@ -214,7 +214,15 @@ class RecordingSdk:
                 )
                 and (not kwargs.get("session_ids") or row["session_id"] in kwargs["session_ids"])
             ]
-            return {"vdb": {"memories": rows, "total": len(rows)}}
+            total = len(rows)
+            offset = kwargs.get("offset", 0)
+            limit = kwargs.get("limit", 100)
+            return {
+                "vdb": {
+                    "memories": rows[offset : offset + limit],
+                    "total": total,
+                }
+            }
         rows = [_chat(user_id, *row[:2], *row[3:]) for row in CHAT_ROWS.get(user_id, [])]
         if layers:
             rows = [row for row in rows if row["layer"] in layers]
@@ -461,6 +469,101 @@ def test_lite_raw_search_is_plain_rag_over_active_and_shadow_raws(tmp_path, monk
     run_with_sdk(tmp_path, monkeypatch, scenario)
 
 
+@pytest.mark.fresh_sdk
+def test_long_semantic_raw_hit_cannot_erase_an_earlier_match(tmp_path, monkeypatch) -> None:
+    async def scenario(app, sdk, client):
+        app.state.memory_mode = lambda: "lite"
+
+        def search(query, **kwargs):
+            sdk._record("search", {"query": query, **kwargs})
+            memories = [
+                {
+                    "memory_id": "raw-target",
+                    "content": "[user]: lite 模式的 3d 图需要调整",
+                    "layer": "l1_raw",
+                    "status": "active",
+                    "user_id": "local",
+                    "agent_id": "all-apps",
+                    "session_id": "target-session",
+                    "source": "cursor",
+                    "memory_at": 1_790_100_000,
+                    "score": 0.97,
+                },
+                {
+                    "memory_id": "raw-long",
+                    "content": f"[user]: {'x' * 20_001}",
+                    "layer": "l1_raw",
+                    "status": "active",
+                    "user_id": "local",
+                    "agent_id": "all-apps",
+                    "session_id": "long-session",
+                    "source": "cursor",
+                    "memory_at": 1_790_000_000,
+                    "score": 0.9,
+                },
+            ]
+            return {
+                "request_id": "long-raw",
+                "memories": memories[1:] if query == "oversized" else memories,
+            }
+
+        sdk.search = search
+        response = await client.post(
+            "/api/v2/context/search",
+            json={
+                "query": "3d",
+                "kinds": ["raw"],
+                "raw_unit": "turn",
+                "limit": 20,
+                "character_budget": 20_000,
+            },
+        )
+
+        assert response.status_code == 200, response.text
+        body = response.json()
+        assert body["state"] == "grounded"
+        assert body["items"][0]["raw_id"] == "raw-target"
+        assert "3d" in body["items"][0]["content"]
+        assert body["items"][1]["raw_id"] == "raw-long"
+        assert body["items"][1]["truncated"] is True
+        assert body["truncated"] is True
+
+        single = await client.post(
+            "/api/v2/context/search",
+            json={
+                "query": "oversized",
+                "kinds": ["raw"],
+                "raw_unit": "turn",
+                "character_budget": 20_000,
+            },
+        )
+        assert single.json()["items"][0]["truncated"] is True
+        assert single.json()["truncated"] is True
+
+    run_with_sdk(tmp_path, monkeypatch, scenario)
+
+
+@pytest.mark.fresh_sdk
+def test_raw_only_lane_failure_is_unavailable_not_an_empty_partial(tmp_path, monkeypatch) -> None:
+    async def scenario(app, sdk, client):
+        app.state.memory_mode = lambda: "lite"
+
+        def search(_query, **_kwargs):
+            raise ValueError("private conversation text must not reach logs")
+
+        sdk.search = search
+        response = await client.post(
+            "/api/v2/context/search",
+            json={"query": "3d", "kinds": ["raw"], "raw_unit": "turn"},
+        )
+
+        assert response.status_code == 200, response.text
+        assert response.json()["state"] == "unavailable"
+        assert response.json()["items"] == []
+
+    run_with_sdk(tmp_path, monkeypatch, scenario)
+
+
 @pytest.mark.fresh_sdk
 def test_every_recall_and_ask_option_reaches_the_sdk(tmp_path, monkeypatch) -> None:
     async def scenario(app, sdk, client):
@@ -712,6 +815,96 @@ def test_raw_lists_active_and_shadow_turns_with_roles_and_hashes(tmp_path, monke
             ["我喜欢绿茶", "也记住了。"],
             ["我叫费天翔", "好的，记住了。"],
         ]
+        cursor = None
+        first_cursor = None
+        cursor_turns = []
+        cursor_calls = len(sdk.all("list_memories"))
+        while True:
+            params = {"unit": "turn", "paging": "cursor", "limit": 1}
+            if cursor is not None:
+                params["cursor"] = cursor
+            response = await client.get("/api/v2/raw", params=params)
+            assert response.status_code == 200, response.text
+            cursor_page = response.json()
+            assert cursor_page["total_exact"] is False
+            assert len(cursor_page["items"]) == 1
+            cursor_turns.append(cursor_page["items"][0]["messages"][0]["content"])
+            cursor = cursor_page["next_cursor"]
+            if first_cursor is None:
+                first_cursor = cursor
+            if cursor is None:
+                assert cursor_page["has_more"] is False
+                break
+            assert cursor_page["has_more"] is True
+        assert cursor_turns == ["我喜欢绿茶", "我叫费天翔", "你好"]
+        assert len(sdk.all("list_memories")) == cursor_calls + 3
+        graph_calls = len(sdk.all("list_memories"))
+        graph = await client.get("/api/v2/raw/graph", params={"limit": 2})
+        assert graph.status_code == 200, graph.text
+        assert len(sdk.all("list_memories")) == graph_calls + 1
+        graph_body = graph.json()
+        assert graph_body["total"] == 3
+        assert graph_body["has_more"] is True
+        assert [item["label"] for item in graph_body["items"]] == [
+            "[user]: 我喜欢绿茶 [assistant]: 也记住了。",
+            "[user]: 我叫费天翔 [assistant]: 好的，记住了。",
+        ]
+        assert (await client.get("/api/v2/raw/graph", params={"limit": 301})).status_code == 422
+        assert (
+            await client.get(
+                "/api/v2/raw/graph",
+                params={"limit": 2, "offset": 2},
+            )
+        ).status_code == 422
+        inserted = {
+            "memory_id": "raw-new",
+            "content": "[user]: 新消息",
+            "status": "active",
+            "session_id": "s-new",
+            "source": "cursor",
+            "memory_at": 1_790_200_000,
+            "gmt_created": 1_790_200_100,
+        }
+        RAW_ROWS["local"].insert(0, inserted)
+        try:
+            updated_graph = (await client.get("/api/v2/raw/graph")).json()
+            assert updated_graph["total"] == 4
+            assert updated_graph["items"][0]["label"] == "[user]: 新消息"
+            continued = await client.get(
+                "/api/v2/raw",
+                params={
+                    "unit": "turn",
+                    "paging": "cursor",
+                    "limit": 1,
+                    "cursor": first_cursor,
+                },
+            )
+            assert continued.status_code == 200, continued.text
+            assert continued.json()["items"][0]["messages"][0]["content"] == "我叫费天翔"
+        finally:
+            RAW_ROWS["local"].remove(inserted)
+        assert (
+            await client.get(
+                "/api/v2/raw",
+                params={
+                    "unit": "turn",
+                    "paging": "cursor",
+                    "cursor": first_cursor,
+                    "source": "hermes",
+                },
+            )
+        ).status_code == 422
+        assert (
+            await client.get(
+                "/api/v2/raw",
+                params={
+                    "unit": "turn",
+                    "paging": "cursor",
+                    "cursor": "turn:²:0:0:2::0000000000000000",
+                },
+            )
+        ).status_code == 422
+
         calls_before_refresh = len(sdk.all("list_memories"))
         await client.get("/api/v2/raw", params={"unit": "turn"})
         assert len(sdk.all("list_memories")) == calls_before_refresh + 1

memhub/apps/core/tests/test_sdk_migration_restore.py

@@ -293,6 +293,22 @@ def _retry_succeeds(home: Path, monkeypatch) -> None:
     assert len(list((home / "backups").glob("*-pre-cutover.sdk-bundle"))) == 1
 
 
+def test_evidence_an_older_capture_hook_recreated_is_dropped_on_the_next_start(home):
+    # Builds through 1.0.6 let the hook process open `EvidenceStore`, which
+    # rebuilt the retired tables on an SDK home. Nothing reads them there, and
+    # the next startup migration's leftovers cleanup removes them again.
+    assert _run(home).state == "cutover"
+    database = home / "one-memory.sqlite3"
+    EvidenceStore(database)
+    assert "evidence" in legacy_tables_present(database)
+
+    result = _run(home)
+
+    assert result.state == "complete"
+    assert {"evidence", "evidence_search"} <= set(result.dropped_tables)
+    assert legacy_tables_present(database) == ()
+
+
 def test_a_failure_after_the_cutover_commit_is_not_restored(home, monkeypatch):
     import one_memory.sdk_migration_runner as runner
 

memhub/apps/core/tests/test_service_level_pressure_acceptance.py

@@ -23,9 +23,8 @@ def test_workbuddy_recall_remains_available_during_100k_import(tmp_path, monkeyp
 
     assert result["import_status"] == "completed"
     assert result["stored"] == 100_000
-    assert result["evidence_rows"] == 100_001
+    assert result["evidence_rows"] == 100_000
     assert result["hook_accepted"] is True
-    assert result["hook_stored"] is True
     assert result["hook_visible_ms"] < 10_000
     assert result["recall_sampling_terminal"] is True
     assert result["during_unavailable"] == 0

memhub/apps/core/tests/test_source_connection_intents.py

@@ -197,6 +197,82 @@ def test_connection_retry_reuses_completed_job_and_checks_root_snapshot(tmp_path
     asyncio.run(scenario())
 
 
+def test_connection_returns_committed_receipt_before_live_activation_finishes(
+    tmp_path, monkeypatch
+):
+    monkeypatch.setattr("one_memory.model_presets._preset_data", lambda: None)
+
+    async def scenario():
+        home = tmp_path / "home"
+        root = home / ".claude/projects"
+        root.mkdir(parents=True)
+        app = create_app(
+            Settings(
+                data_dir=tmp_path / "data",
+                source_home=home,
+                api_token=SecretStr("test"),
+                automatic_memory_processing=False,
+                live_sync_enabled=False,
+            ),
+            source_catalog=build_source_catalog(home=home, environment={}),
+        )
+        async with (
+            app.router.lifespan_context(app),
+            AsyncClient(
+                transport=ASGITransport(app=app),
+                base_url="http://test",
+                headers={"Authorization": "Bearer test"},
+            ) as client,
+        ):
+            found = await client.post("/api/v1/sources/claude-code/location")
+            started = asyncio.Event()
+            release = asyncio.Event()
+            original = app.state.live_sync_supervisor.initialize_source
+
+            async def blocked_initialize(source_id, *, baseline_missing_files):
+                started.set()
+                await release.wait()
+                return await original(
+                    source_id,
+                    baseline_missing_files=baseline_missing_files,
+                )
+
+            monkeypatch.setattr(
+                app.state.live_sync_supervisor,
+                "initialize_source",
+                blocked_initialize,
+            )
+            try:
+                response = await asyncio.wait_for(
+                    client.post(
+                        "/api/v1/sources/connect",
+                        json={
+                            "source_ids": ["claude-code"],
+                            "request_id": "fast-receipt",
+                            "source_roots": {
+                                "claude-code": found.json()["root_id"],
+                            },
+                            "onboarding": True,
+                            "full_rescan": True,
+                            "enable_sync": True,
+                        },
+                    ),
+                    timeout=1,
+                )
+                assert response.status_code == 200
+                assert response.json()["request_id"] == "fast-receipt"
+                assert app.state.config_store.sync_enabled("claude-code")
+                await asyncio.wait_for(started.wait(), timeout=1)
+                assert not release.is_set()
+            finally:
+                release.set()
+            tasks = tuple(app.state.source_activation_tasks.values())
+            if tasks:
+                await asyncio.gather(*tasks)
+
+    asyncio.run(scenario())
+
+
 @pytest.mark.parametrize(
     ("turn_count", "age_days", "limited"),
     [

memhub/apps/core/tests/test_v2_authority_and_call_events.py

@@ -10,6 +10,7 @@ from pydantic import SecretStr
 from one_memory import api
 from one_memory.api import create_app
 from one_memory.config import Settings
+from one_memory.imports.sources.registry import RootCandidateKind
 from one_memory.sdk_data_plane_migration import MemoryAuthority
 from one_memory.sdk_memory_qa import SdkAskMemory, SdkMemoryAnswer
 from one_memory.secrets import InMemorySecretStore
@@ -96,8 +97,11 @@ class Sdk:
 
 
 class Handle:
+    def __init__(self, sdk=None):
+        self.sdk = sdk or Sdk()
+
     async def client(self):
-        return Sdk()
+        return self.sdk
 
     async def close(self):
         return None
@@ -195,3 +199,50 @@ def test_v2_host_calls_are_recorded_and_renderer_calls_are_not(tmp_path, monkeyp
             assert listed.json()["total"] == 3
 
     asyncio.run(scenario())
+
+
+@pytest.mark.fresh_sdk
+def test_v2_raw_rechecks_a_source_revoked_during_search(tmp_path):
+    app = application(tmp_path)
+
+    class RevokingRawSdk:
+        def search(self, query, **kwargs):
+            app.state.source_grant_store.revoke(user_id="local", source_id="cursor")
+            return {
+                "memories": {
+                    "schema": [],
+                    "proactive": [],
+                    "normal": [
+                        {
+                            "memory_id": "raw-1",
+                            "content": "must not escape",
+                            "user_id": "local",
+                            "agent_id": "all-apps",
+                            "session_id": "session-1",
+                            "source": "cursor",
+                            "score": 0.9,
+                        }
+                    ],
+                }
+            }
+
+    async def scenario():
+        async with app.router.lifespan_context(app), client_for(app, EXTERNAL) as host:
+            root = tmp_path / "cursor"
+            root.mkdir()
+            app.state.source_grant_store.grant(
+                user_id="local",
+                source_id="cursor",
+                root=root,
+                candidate_kind=RootCandidateKind.DEFAULT,
+            )
+            app.state.sdk_client_handle = Handle(RevokingRawSdk())
+            return await host.post(
+                "/api/v2/context/search",
+                json={"query": "private", "kinds": ["raw"]},
+            )
+
+    response = asyncio.run(scenario())
+
+    assert response.status_code == 403
+    assert "must not escape" not in response.text

memhub/apps/desktop/src/diagnostics-ipc.test.ts

@@ -366,7 +366,7 @@ it("refuses a ui trace from an untrusted window", async () => {
   ).rejects.toThrow(/untrusted_window/);
 });
 
-it("marks a problem and exports a redacted local bundle", async () => {
+it("marks a problem and exports the complete local log bundle", async () => {
   const value = await fixture();
   const mark = await value.handlers.get(
     "one-memory:mark-diagnostic-incident",
@@ -375,6 +375,14 @@ it("marks a problem and exports a redacted local bundle", async () => {
     incident_id: expect.any(String),
     session_id: expect.any(String),
   });
+  await writeFile(
+    path.join(value.dataDir, "logs", "core.log"),
+    "2026-10-14 10:31:00 WARNING database wait\n",
+  );
+  await writeFile(
+    path.join(value.dataDir, "logs", "service-error.log"),
+    "worker failed\n",
+  );
   const exported = await value.handlers.get("one-memory:export-diagnostics")?.(
     {},
   );
@@ -398,6 +406,16 @@ it("marks a problem and exports a redacted local bundle", async () => {
     ),
   );
   expect(summary).toMatchObject({ build: "3800" });
+  const entries = execFileSync(
+    "/usr/bin/unzip",
+    ["-Z1", path.join(value.dataDir, zip)],
+    { encoding: "utf8" },
+  )
+    .trim()
+    .split("\n");
+  expect(entries).toContain("logs/core.log");
+  expect(entries).toContain("logs/service-error.log");
+  expect(entries).toContain("logs/diagnostic-desktop.jsonl");
   value.dispose();
 });
 

memhub/apps/desktop/src/diagnostics-ipc.ts

@@ -196,6 +196,7 @@ export function resolveDiagnosticBuildIdentity(options: {
 
 export async function exportDesktopDiagnostics(
   options: DiagnosticExportOptions,
+  exportOptions: { includeRawLogs?: boolean } = {},
 ) {
   const build = options.buildNumber ?? options.productVersion;
   const target = path.join(
@@ -209,6 +210,7 @@ export async function exportDesktopDiagnostics(
     dataDir: options.dataDir,
     target,
     productVersion: build,
+    includeRawLogs: exportOptions.includeRawLogs === true,
     ...(options.commit === undefined ? {} : { commit: options.commit }),
     ...(options.coreSha256 === undefined
       ? {}
@@ -644,7 +646,7 @@ export function installDiagnosticsIpc(
   options.ipc.handle(EXPORT, async (event, ...args) => {
     if (args.length) throw new Error("diagnostic_arguments_rejected");
     options.requireTrustedWindow(event);
-    return exportDesktopDiagnostics(options);
+    return exportDesktopDiagnostics(options, { includeRawLogs: true });
   });
 
   return () => {

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

@@ -72,15 +72,23 @@ it("localizes the whole home live without repeating reads or changing imported t
   expect(summary).toHaveBeenCalledTimes(calls);
 });
 
-const { summary, projection, processing, sedimentation, history, liveSync } =
-  vi.hoisted(() => ({
-    summary: vi.fn(),
-    projection: vi.fn(),
-    processing: vi.fn(),
-    sedimentation: vi.fn(),
-    history: vi.fn(),
-    liveSync: vi.fn(),
-  }));
+const {
+  summary,
+  projection,
+  processing,
+  sedimentation,
+  history,
+  liveSync,
+  evolve,
+} = vi.hoisted(() => ({
+  summary: vi.fn(),
+  projection: vi.fn(),
+  processing: vi.fn(),
+  sedimentation: vi.fn(),
+  history: vi.fn(),
+  liveSync: vi.fn(),
+  evolve: vi.fn(),
+}));
 vi.mock("./call-history-client", async (original) => ({
   ...(await original<typeof import("./call-history-client")>()),
   getCallHistory: history,
@@ -105,6 +113,7 @@ vi.mock("./api", () => ({
   getSdkRaw: vi.fn(),
   getLiveSyncHealth: liveSync,
   getMemoryProcessing: processing,
+  getEvolveOverview: evolve,
   getSedimentation: sedimentation,
   getSources: vi.fn().mockResolvedValue([]),
 }));
@@ -146,6 +155,12 @@ beforeEach(() => {
   history
     .mockReset()
     .mockResolvedValue({ available: true, recording_error: false, items: [] });
+  evolve.mockReset().mockResolvedValue({
+    mode: "ultra",
+    schedule: { enabled: true, time: "03:00" },
+    users: {},
+    running: [],
+  });
   imports.refresh = vi.fn();
   summary.mockReset().mockResolvedValue({
     memory_count: 601,
@@ -940,6 +955,39 @@ it.each([
   },
 );
 
+it("keeps the home snapshot visible during Evolve and refreshes when it ends", async () => {
+  evolve.mockResolvedValue({
+    mode: "ultra",
+    schedule: { enabled: true, time: "03:00" },
+    users: {},
+    running: [
+      {
+        run_id: "run-1",
+        user_id: "local",
+        state: "running",
+      },
+    ],
+  });
+  render(mountHome());
+
+  expect(await screen.findByText("601")).toBeTruthy();
+  expect(await screen.findByText("正在整合记忆…")).toBeTruthy();
+  const readsBeforeCompletion = projection.mock.calls.length;
+
+  act(() => {
+    queryClient.setQueryData(["evolve", "local"], {
+      mode: "ultra",
+      schedule: { enabled: true, time: "03:00" },
+      users: {},
+      running: [],
+    });
+  });
+
+  await waitFor(() =>
+    expect(projection.mock.calls.length).toBeGreaterThan(readsBeforeCompletion),
+  );
+});
+
 afterEach(() => {
   cleanup();
   resetClient();

memhub/apps/web/src/ApplicationsHome.tsx

@@ -41,6 +41,7 @@ import {
   retryAutoReconcile,
   useAutoConnect,
 } from "./connection-reconcile";
+import { localEvolveRunning, useEvolveState } from "./evolve-state";
 import { useGuiLanguage } from "./gui-language";
 import { HomeCardBoundary } from "./HomeCardBoundary";
 import {
@@ -55,6 +56,7 @@ import {
   sourceConnectionIncomplete,
   useRecallHosts,
 } from "./host-state";
+import { useOnboardingTranslation } from "./onboarding-language";
 import { subscribePoll } from "./poll-scheduler";
 import { R6Button } from "./R6Controls";
 import { prefetchDataRuntime } from "./runtime-state";
@@ -209,6 +211,10 @@ export function ApplicationsHome({
   active?: boolean;
 }) {
   const { locale, t, tn } = useGuiLanguage();
+  const { text } = useOnboardingTranslation();
+  const evolveState = useEvolveState(active);
+  const evolveRunning = localEvolveRunning(evolveState.data);
+  const evolveUncertain = evolveState.isError && evolveRunning;
   const hostQuery = useRecallHosts({ poll: active });
   const hostBridge = hostBridgeAvailable();
   const hosts = hostQuery.data ?? [];
@@ -313,6 +319,12 @@ export function ApplicationsHome({
   const [expanded, setExpanded] = useState(retained.expanded);
   const [phase, setPhase] = useState("idle");
   const [revision, setRevision] = useState(0);
+  const previousEvolveRunning = useRef(evolveRunning);
+  useEffect(() => {
+    const previous = previousEvolveRunning.current;
+    previousEvolveRunning.current = evolveRunning;
+    if (previous && !evolveRunning && active) setRevision((value) => value + 1);
+  }, [active, evolveRunning]);
   const confirmedModeSeen = useRef(confirmedMode);
   const expandButton = useRef<HTMLButtonElement>(null);
   const backButton = useRef<HTMLButtonElement>(null);
@@ -953,6 +965,11 @@ export function ApplicationsHome({
             <header>
               <h2>{t("apps.overview")}</h2>
             </header>
+            {evolveRunning ? (
+              <p className="r6-evolve-status" role="status">
+                {text(evolveUncertain ? "正在核对整合状态…" : "正在整合记忆…")}
+              </p>
+            ) : null}
             <div className="r6-home-metrics">
               <div role="status" aria-live="polite" aria-atomic="true">
                 <p>{t(viewModel.countLabel)}</p>

memhub/apps/web/src/FirstImportReview.r6.test.tsx

@@ -371,16 +371,14 @@ it("uses user-facing connection confirmation copy without implementation narrati
     />,
   );
   expect(screen.getByRole("complementary", { name: "连接应用" })).toBeTruthy();
+  expect(screen.getByRole("checkbox", { name: "一键接入应用" })).toBeTruthy();
   expect(
-    screen.getByText(
-      "点击底部按钮后，后台分别接入各应用；某个应用失败不影响其他应用。",
+    screen.queryByText(
+      /点击底部按钮后|选择草稿|按各应用回执|本页任务控制尚未接通/,
     ),
-  ).toBeTruthy();
-  expect(
-    screen.queryByText(/选择草稿|按各应用回执|本页任务控制尚未接通/),
   ).toBeNull();
-  expect(screen.getByText(/下一步选择记忆模式/)).toBeTruthy();
-  expect(screen.getByText(/之后仍可在设置中更改/)).toBeTruthy();
+  expect(screen.queryByText(/下一步选择记忆模式/)).toBeNull();
+  expect(screen.queryByText(/之后仍可在设置中更改/)).toBeNull();
 });
 
 it.each(["paused", "failed", "cancelled", "interrupted"] as const)(
@@ -398,11 +396,7 @@ it.each(["paused", "failed", "cancelled", "interrupted"] as const)(
     expect(
       screen.getByRole("heading", { name: "对话正在汇入，记忆从这里开始" }),
     ).toBeTruthy();
-    expect(
-      screen.getByText(/已保存的对话还在/, {
-        selector: ".first-import-r6-footer-note p",
-      }),
-    ).toBeTruthy();
+    expect(screen.queryByText(/已保存的对话还在/)).toBeNull();
   },
 );
 
@@ -439,9 +433,7 @@ it.each(["stale", "revoked", "missing"])(
         onContinue={vi.fn()}
       />,
     );
-    if (kind === "missing")
-      expect(screen.getByText("导入在后台继续，无需等待。")).toBeTruthy();
-    else expect(screen.queryByText("导入在后台继续，无需等待。")).toBeNull();
+    expect(screen.queryByText("导入在后台继续，无需等待。")).toBeNull();
     expect(
       screen.getByRole("heading", { name: "对话正在汇入，记忆从这里开始" }),
     ).toBeTruthy();

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

@@ -199,8 +199,8 @@ it("keeps the saved count when authority or freshness changes, without a convers
   expect(view.container.querySelector('[data-running="true"]')).toBeTruthy();
   expect(screen.getByText("已保存 7 条消息")).toBeTruthy();
   expect(
-    screen.getAllByText("正在重新核对来源；已保存数量仍按任务回执显示。"),
-  ).toHaveLength(1);
+    screen.queryByText("正在重新核对来源；已保存数量仍按任务回执显示。"),
+  ).toBeNull();
   view.update({
     sourceSnapshot: { confirmedAt: "2026-09-14T00:00:02Z", stale: false },
     jobs: [{ ...job, stored: 20 }],

memhub/apps/web/src/FirstImportReview.tsx

@@ -46,6 +46,7 @@ export function defaultHostSourceIds(
 export type ImportConnectionDraft = {
   hostSourceIds: readonly string[];
 };
+export type ImportSubmissionState = "confirmed" | "checking" | "refused";
 export interface FirstImportReviewProps {
   sourceIds: readonly string[];
   sources: SourceResponse[];
@@ -54,6 +55,7 @@ export interface FirstImportReviewProps {
   acceptedJobIds?: readonly string[];
   failedSources?: Record<string, string>;
   sourceSnapshot?: { confirmedAt: string | null; stale: boolean };
+  importSubmissionState?: ImportSubmissionState;
   busy?: boolean;
   error?: string | null;
   connectionNote?: string;
@@ -78,6 +80,7 @@ export function FirstImportReview({
   acceptedJobIds,
   failedSources = {},
   sourceSnapshot,
+  importSubmissionState = "confirmed",
   busy = false,
   error,
   connectionNote,
@@ -153,26 +156,6 @@ export function FirstImportReview({
     ids.every((id) => batch.some((job) => job.source_id === id)) &&
     batch.every((job) => job.status === "completed") &&
     !Object.keys(failedSources).length;
-  const allPaused =
-    batch.length > 0 && batch.every((job) => job.status === "paused");
-  const importing =
-    !stale &&
-    batch.some(
-      (job) =>
-        ["pending", "running"].includes(job.status) &&
-        sources.some(
-          (source) => source.source_id === job.source_id && source.authorized,
-        ),
-    );
-  const displayImporting =
-    importing ||
-    (!stale &&
-      !allCompleted &&
-      !allPaused &&
-      batch.length === 0 &&
-      ids.some((id) =>
-        sources.some((source) => source.source_id === id && source.authorized),
-      ));
   const title = "对话正在汇入，记忆从这里开始";
   const hostEligible = importHostEligible(sources, ids);
   const draftReady = !!connectionDraft && !!onConnectionDraftChange;
@@ -282,23 +265,9 @@ export function FirstImportReview({
     <R6ColdStartFrame
       step={2}
       title={text(title)}
-      eyebrow={text("导入进行中 · 顺手连接应用")}
       footer={
         <>
           <div className="first-import-r6-footer-note">
-            <p>
-              {text(
-                allCompleted
-                  ? "对话已保存，记忆尚待生成。"
-                  : displayImporting
-                    ? "导入在后台继续，无需等待。"
-                    : stale
-                      ? "正在重新核对来源；已保存数量仍按任务回执显示。"
-                      : allPaused
-                        ? "本次历史导入已暂停，已保存的对话还在。"
-                        : "导入等待处理，已保存的对话还在。",
-              )}
-            </p>
             {(error || actionMessage) && (
               <p
                 role={
@@ -386,14 +355,18 @@ export function FirstImportReview({
           aria-label={text("导入与原文")}
         >
           <p className="first-import-r6-intro">
-            {text(
-              allCompleted
-                ? "本次导入已结束。已保存的对话无需重复导入。"
-                : "对话先保存在本机。你可以同时设置后续连接。",
-            )}
+            {importSubmissionState === "checking"
+              ? t("onboardingImportChecking")
+              : text(
+                  allCompleted
+                    ? "本次导入已结束。已保存的对话无需重复导入。"
+                    : "对话先保存在本机。你可以同时设置后续连接。",
+                )}
           </p>
           <p className="first-import-r6-subintro">
-            {text("下一步选择记忆模式；之后仍可在设置中更改。")}
+            {text(
+              "导入不会自动开放应用读取权限。配置模型后，才会开始生成记忆。",
+            )}
           </p>
           {historyWindowLimited && (
             <p className="first-import-r6-history-window" role="status">
@@ -481,13 +454,11 @@ export function FirstImportReview({
               {text(connectionNote)}
             </p>
           )}
-          <p className="first-import-r6-options-note">
-            {text(
-              draftReady
-                ? "点击底部按钮后，后台分别接入各应用；某个应用失败不影响其他应用。"
-                : "暂时无法连接应用，当前不会安装连接。",
-            )}
-          </p>
+          {!draftReady && (
+            <p className="first-import-r6-options-note">
+              {text("暂时无法连接应用，当前不会安装连接。")}
+            </p>
+          )}
         </aside>
       </div>
     </R6ColdStartFrame>

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

@@ -226,6 +226,7 @@ describe("HealthPanel", () => {
     });
     vi.spyOn(window, "prompt").mockReturnValue("蓝莓没出来");
     render(<HealthPanel imports={imports()} />);
+    expect(screen.getByText(/可能包含会话正文和本机路径/)).toBeTruthy();
 
     fireEvent.click(screen.getByRole("button", { name: "记录问题时间点" }));
     expect(await screen.findByText(/问题编号已复制/)).toBeTruthy();

memhub/apps/web/src/HealthPanel.tsx

@@ -298,6 +298,7 @@ export function HealthPanel({ imports }: { imports: ImportState }) {
           <Download size={16} aria-hidden="true" />
           {t("nativeExportLogs")}
         </R6Button>
+        <p>{t("把本机运行日志打包成一个文件，发给开发排查。")}</p>
       </div>
 
       <section className="health-block" aria-label={t("healthLocal")}>

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

@@ -491,6 +491,7 @@ function Host({
   onViewHistory,
   onConfigureModel = () => {},
   libraryView,
+  raw = false,
 }: {
   simplified?: boolean;
   date?: string | null;
@@ -509,6 +510,7 @@ function Host({
   onViewHistory?(): void;
   onConfigureModel?(): void;
   libraryView?: Parameters<typeof MemoryMap>[0]["libraryView"];
+  raw?: boolean;
 } = {}) {
   const [detail, setDetail] = useState<MemoryDetail | null>(null);
   const [detailLoad, setDetailLoad] = useState<{
@@ -518,6 +520,7 @@ function Host({
   return (
     <MemoryMap
       simplified={simplified}
+      contentKind={raw ? "raw" : "memory"}
       libraryView={libraryView}
       hidden={hidden}
       overlayBlocked={overlayBlocked}
@@ -587,6 +590,61 @@ function Host({
     />
   );
 }
+
+it("windows raw rows and automatically continues near the bottom", () => {
+  const items = Array.from({ length: 150 }, (_, index) => ({
+    ...memories[0],
+    memory_id: `raw-${index}`,
+    content: `原始会话 ${index}`,
+  }));
+  const onMore = vi.fn();
+  const sourceIds = Object.fromEntries(
+    items.map((item) => [item.memory_id, ["cursor"]]),
+  );
+  render(
+    <Host
+      simplified
+      raw
+      items={items}
+      libraryView={{
+        query: "",
+        source: "",
+        page: {
+          items,
+          total: 1_600,
+          offset: 0,
+          limit: 50,
+          source_ids_by_memory: sourceIds,
+        },
+        loading: false,
+        failed: false,
+        stale: false,
+        cursorPaging: true,
+        hasMore: true,
+        onQuery: vi.fn(),
+        onSource: vi.fn(),
+        resetPage: vi.fn(),
+        onPage: vi.fn(),
+        onMore,
+        onRetry: vi.fn(),
+      }}
+    />,
+  );
+  const list = screen.getByRole("list", { name: "原始对话" });
+  Object.defineProperties(list, {
+    clientHeight: { configurable: true, value: 500 },
+    scrollHeight: { configurable: true, value: 17_400 },
+    scrollTop: { configurable: true, writable: true, value: 16_500 },
+  });
+  fireEvent.scroll(list);
+
+  expect(onMore).toHaveBeenCalledTimes(1);
+  expect(document.querySelectorAll("[data-memory-id]").length).toBeLessThan(30);
+  expect(screen.getByRole("button", { name: "加载更多" }).classList).toContain(
+    "map-load-more",
+  );
+});
+
 it("does not present an unverified empty page as zero memories", () => {
   const page = {
     items: [],

memhub/apps/web/src/MemoryMap.tsx

@@ -16,6 +16,7 @@ import type {
 import type { GuiLocale } from "@one-memory/i18n";
 import {
   ArrowUp,
+  ChevronDown,
   ChevronLeft,
   ChevronRight,
   FileText,
@@ -110,12 +111,15 @@ type Props = {
     settledSource?: string;
     settledQuery?: string;
     requestedOffset?: number;
+    cursorPaging?: boolean;
+    hasMore?: boolean;
     /** The source id the SDK uses for "no source given" (shown as 未识别来源). */
     unattributedSource?: string;
     onQuery(value: string): void;
     onSource(value: string): void;
     resetPage(): void;
     onPage(offset: number): void;
+    onMore?(): void;
     onRetry(): void;
   };
 };
@@ -176,6 +180,8 @@ const SCENE_LABELS: Record<SdkMemoryScene, string> = {
   working: "工作",
   coding: "编码",
 };
+const RAW_ROW_HEIGHT = 116;
+const RAW_LIST_OVERSCAN = 6;
 
 export function MemoryMap(props: Props) {
   const { locale, text, count, plain } = useMemoryLanguage();
@@ -254,6 +260,10 @@ export function MemoryMap(props: Props) {
   const pane = useRef<HTMLElement>(null);
   const memoryList = useRef<HTMLUListElement>(null);
   const inspectorBody = useRef<HTMLDivElement>(null);
+  const [rawListWindow, setRawListWindow] = useState({
+    start: 0,
+    end: 20,
+  });
   const openedDefault = useRef(false);
   const scrollSelection = useRef(false);
   const controlledSource = library
@@ -339,6 +349,33 @@ export function MemoryMap(props: Props) {
       ),
     [active, group, search, serverPaged, axis, groupKey],
   );
+  const rawWindowed = raw && !!library?.cursorPaging && filtered.length > 100;
+  const visibleMemories = rawWindowed
+    ? filtered.slice(rawListWindow.start, rawListWindow.end)
+    : filtered;
+  const rawTopSpace = rawWindowed ? rawListWindow.start * RAW_ROW_HEIGHT : 0;
+  const rawBottomSpace = rawWindowed
+    ? Math.max(0, filtered.length - rawListWindow.end) * RAW_ROW_HEIGHT
+    : 0;
+  const updateRawListWindow = useCallback(
+    (element: HTMLUListElement) => {
+      if (!rawWindowed) return;
+      const first = Math.max(
+        0,
+        Math.floor(element.scrollTop / RAW_ROW_HEIGHT) - RAW_LIST_OVERSCAN,
+      );
+      const visible = Math.ceil(element.clientHeight / RAW_ROW_HEIGHT);
+      setRawListWindow({
+        start: first,
+        end: Math.min(filtered.length, first + visible + RAW_LIST_OVERSCAN * 2),
+      });
+    },
+    [filtered.length, rawWindowed],
+  );
+  useLayoutEffect(() => {
+    if (rawWindowed && memoryList.current)
+      updateRawListWindow(memoryList.current);
+  }, [rawWindowed, updateRawListWindow]);
   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.
@@ -354,7 +391,7 @@ export function MemoryMap(props: Props) {
     // 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) {
+    if (serverPaged && (!library?.query || raw)) {
       return (
         baseGraph ??
         projectMap(
@@ -406,6 +443,7 @@ export function MemoryMap(props: Props) {
     search,
     sources,
     serverPaged,
+    raw,
     library?.query,
     library?.graphLoading,
     library?.graphFailed,
@@ -1023,11 +1061,42 @@ export function MemoryMap(props: Props) {
         )}
         <ul
           ref={memoryList}
-          className="map-memory-list"
+          className={`map-memory-list${raw ? " raw" : ""}`}
           aria-label={raw ? t("memory:原始对话") : text("地图记忆列表")}
           id="memory-pane-memories"
+          onScroll={(event) => {
+            const element = event.currentTarget;
+            updateRawListWindow(element);
+            if (
+              library?.cursorPaging &&
+              library.hasMore &&
+              !pageTransitioning &&
+              element.scrollHeight - element.scrollTop - element.clientHeight <
+                element.clientHeight
+            )
+              library.onMore?.();
+          }}
+          onWheel={(event) => {
+            const element = event.currentTarget;
+            if (
+              event.deltaY > 0 &&
+              library?.cursorPaging &&
+              library.hasMore &&
+              !pageTransitioning &&
+              element.scrollHeight - element.scrollTop - element.clientHeight <
+                8
+            )
+              library.onMore?.();
+          }}
         >
-          {filtered.map((m) => (
+          {rawTopSpace ? (
+            <li
+              className="map-memory-spacer"
+              style={{ height: rawTopSpace }}
+              aria-hidden="true"
+            />
+          ) : null}
+          {visibleMemories.map((m) => (
             <li key={m.memory_id} data-memory-id={m.memory_id}>
               <button
                 type="button"
@@ -1083,6 +1152,13 @@ export function MemoryMap(props: Props) {
               </button>
             </li>
           ))}
+          {rawBottomSpace ? (
+            <li
+              className="map-memory-spacer"
+              style={{ height: rawBottomSpace }}
+              aria-hidden="true"
+            />
+          ) : null}
         </ul>
         {library?.failed && (
           <div role="alert">
@@ -1131,62 +1207,93 @@ export function MemoryMap(props: Props) {
               aria-busy={pageTransitioning || undefined}
               className="map-pagination"
             >
-              <button
-                type="button"
-                className="quiet map-tool"
-                aria-label={text("上一页记忆")}
-                title={text("上一页记忆")}
-                disabled={pageTransitioning || library.page.offset === 0}
-                onClick={() => {
-                  if (axis === "topic") setGroupKey("");
-                  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" />
-              </button>
-              <span>
-                {text(
-                  "共 {count} 条，第 {page} / {pages} 页",
-                  {
-                    count: count(library.page.total),
-                    page:
-                      library.page.total === 0
-                        ? 0
-                        : Math.floor(library.page.offset / library.page.limit) +
-                          1,
-                    pages: Math.ceil(library.page.total / library.page.limit),
-                  },
-                  library.page.total,
-                )}
-              </span>
-              <button
-                type="button"
-                className="quiet map-tool"
-                aria-label={text("下一页记忆")}
-                title={text("下一页记忆")}
-                disabled={
-                  pageTransitioning ||
-                  library.page.offset + library.page.limit >= library.page.total
-                }
-                onClick={() => {
-                  if (axis === "topic") setGroupKey("");
-                  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" />
-              </button>
+              {library.cursorPaging ? (
+                library.hasMore ? (
+                  <button
+                    type="button"
+                    className="map-load-more"
+                    disabled={pageTransitioning}
+                    aria-label={
+                      pageTransitioning ? text("正在读取…") : text("加载更多")
+                    }
+                    title={
+                      pageTransitioning ? text("正在读取…") : text("加载更多")
+                    }
+                    onClick={() => library.onMore?.()}
+                  >
+                    <ChevronDown
+                      size={18}
+                      aria-hidden="true"
+                      className={pageTransitioning ? "loading" : undefined}
+                    />
+                  </button>
+                ) : (
+                  <span>{text("已加载全部")}</span>
+                )
+              ) : (
+                <>
+                  <button
+                    type="button"
+                    className="quiet map-tool"
+                    aria-label={text("上一页记忆")}
+                    title={text("上一页记忆")}
+                    disabled={pageTransitioning || library.page.offset === 0}
+                    onClick={() => {
+                      if (axis === "topic") setGroupKey("");
+                      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" />
+                  </button>
+                  <span>
+                    {text(
+                      "共 {count} 条，第 {page} / {pages} 页",
+                      {
+                        count: count(library.page.total),
+                        page:
+                          library.page.total === 0
+                            ? 0
+                            : Math.floor(
+                                library.page.offset / library.page.limit,
+                              ) + 1,
+                        pages: Math.ceil(
+                          library.page.total / library.page.limit,
+                        ),
+                      },
+                      library.page.total,
+                    )}
+                  </span>
+                  <button
+                    type="button"
+                    className="quiet map-tool"
+                    aria-label={text("下一页记忆")}
+                    title={text("下一页记忆")}
+                    disabled={
+                      pageTransitioning ||
+                      library.page.offset + library.page.limit >=
+                        library.page.total
+                    }
+                    onClick={() => {
+                      if (axis === "topic") setGroupKey("");
+                      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" />
+                  </button>
+                </>
+              )}
             </nav>
           )}
         {!library && loaded && !filtered.length && (search || groupKey) && (
@@ -1213,19 +1320,21 @@ export function MemoryMap(props: Props) {
             <h2>
               {props.simplified
                 ? raw
-                  ? t("memory:原始对话")
+                  ? text("来源归属")
                   : text("记忆关联")
                 : label}
             </h2>
-            {props.simplified && (
-              <p className="selected-graph-subtitle">
-                {projection.nodes.length
-                  ? text("来源归属")
-                  : raw
-                    ? t("sdk.raw.empty")
-                    : text("可在沉淀记忆后查看视图")}
-              </p>
-            )}
+            {props.simplified &&
+              (!raw || !projection.nodes.length) &&
+              !(raw && library?.graphLoading) && (
+                <p className="selected-graph-subtitle">
+                  {projection.nodes.length
+                    ? text("来源归属")
+                    : raw
+                      ? t("sdk.raw.empty")
+                      : text("可在沉淀记忆后查看视图")}
+                </p>
+              )}
           </div>
           {compact && (activeId || selectedSource) && !inspectorOpen && (
             <button

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

@@ -0,0 +1,70 @@
+// @vitest-environment jsdom
+
+import { cleanup, render, screen } from "@testing-library/react";
+import userEvent from "@testing-library/user-event";
+import { afterEach, expect, it, vi } from "vitest";
+import { LanguageProvider } from "./gui-language";
+import { MemoryModeCards } from "./MemoryModeCards";
+
+afterEach(cleanup);
+
+it("shows every mode feature and reveals Ultra scheduling after selection", async () => {
+  const onChange = vi.fn();
+  const user = userEvent.setup();
+  const view = (value: "lite" | "pro" | "ultra") => (
+    <LanguageProvider>
+      <MemoryModeCards
+        aria-label="记忆模式"
+        value={value}
+        layout="rows"
+        onChange={onChange}
+        ultraDetail={
+          <div>
+            <strong>每天自动整合</strong>
+            <small>默认 03:00，可在设置中修改。</small>
+          </div>
+        }
+      />
+    </LanguageProvider>
+  );
+  const { rerender } = render(view("pro"));
+
+  expect(screen.getByRole("radiogroup", { name: "记忆模式" })).toBeTruthy();
+  expect(screen.getAllByRole("radio")).toHaveLength(3);
+  expect(screen.getByText("不调用生成模型")).toBeTruthy();
+  expect(screen.getByText("沉淀高级记忆")).toBeTruthy();
+  expect(screen.getByText("增强关联召回")).toBeTruthy();
+  expect(screen.queryByText("每天自动整合")).toBeNull();
+
+  await user.click(screen.getByRole("radio", { name: /深度记忆/ }));
+  expect(onChange).toHaveBeenCalledWith("ultra", expect.any(HTMLInputElement));
+
+  rerender(view("ultra"));
+  expect(screen.getByText("每天自动整合")).toBeTruthy();
+});
+
+it("preserves per-mode disabled behavior", () => {
+  render(
+    <LanguageProvider>
+      <MemoryModeCards
+        aria-label="记忆模式"
+        value="lite"
+        disabled={(mode) => mode !== "lite"}
+        onChange={vi.fn()}
+      />
+    </LanguageProvider>,
+  );
+
+  expect(screen.getByRole("radio", { name: /基础记忆/ })).toHaveProperty(
+    "disabled",
+    false,
+  );
+  expect(screen.getByRole("radio", { name: /智能记忆/ })).toHaveProperty(
+    "disabled",
+    true,
+  );
+  expect(screen.getByRole("radio", { name: /深度记忆/ })).toHaveProperty(
+    "disabled",
+    true,
+  );
+});

memhub/apps/web/src/MemoryModeCards.tsx

@@ -0,0 +1,139 @@
+import type { MemoryPipelineMode } from "@one-memory/contracts";
+import { Check, Clock3 } from "lucide-react";
+import { type ReactNode, useId } from "react";
+import { MODE_COPY } from "./memory-mode-ui";
+import { useOnboardingTranslation } from "./onboarding-language";
+import "./memory-mode-cards.css";
+
+const MODES: Array<{
+  id: MemoryPipelineMode;
+  index: string;
+  description: string;
+}> = [
+  {
+    id: "lite",
+    index: "01",
+    description: "不调用生成模型。保存并检索原始对话，不再生成高级记忆。",
+  },
+  {
+    id: "pro",
+    index: "02",
+    description: "使用当前模型从新对话中提取事实、偏好和计划。",
+  },
+  {
+    id: "ultra",
+    index: "03",
+    description: "在智能记忆之上使用知识图谱，并默认每天 03:00 自动整合记忆。",
+  },
+];
+
+export function MemoryModeCards({
+  value,
+  current,
+  currentBadge,
+  disabled = false,
+  layout = "grid",
+  describedBy,
+  onChange,
+  ultraDetail,
+  ultraDetailBusy = false,
+  "aria-label": ariaLabel,
+  "aria-busy": ariaBusy,
+}: {
+  value: MemoryPipelineMode | null;
+  current?: MemoryPipelineMode;
+  currentBadge?: ReactNode;
+  disabled?: boolean | ((mode: MemoryPipelineMode) => boolean);
+  layout?: "grid" | "rows";
+  describedBy?: Partial<Record<MemoryPipelineMode, string | undefined>>;
+  onChange(mode: MemoryPipelineMode, control: HTMLInputElement): void;
+  ultraDetail?: ReactNode;
+  ultraDetailBusy?: boolean;
+  "aria-label": string;
+  "aria-busy"?: boolean;
+}) {
+  const { text } = useOnboardingTranslation();
+  const name = useId();
+  const unavailable = (mode: MemoryPipelineMode) =>
+    typeof disabled === "function" ? disabled(mode) : disabled;
+
+  return (
+    <div
+      className={`memory-mode-cards memory-mode-cards--${layout}`}
+      role="radiogroup"
+      aria-label={ariaLabel}
+      aria-busy={ariaBusy || undefined}
+    >
+      <div className="memory-mode-card-list">
+        {MODES.map((mode) => {
+          const selected = value === mode.id;
+          const modeDisabled = unavailable(mode.id);
+          const localizedTitle = text(MODE_COPY[mode.id].title);
+          const title = localizedTitle.replace(
+            /\s*[（(](?:lite|pro|ultra)[)）]\s*$/i,
+            "",
+          );
+          const features = text(MODE_COPY[mode.id].description).split(
+            /\s*·\s*/,
+          );
+          return (
+            <div
+              key={mode.id}
+              className="memory-mode-card"
+              data-mode={mode.id}
+              data-selected={selected || undefined}
+              data-current={current === mode.id || undefined}
+              data-disabled={modeDisabled || undefined}
+            >
+              <label className="memory-mode-card-choice">
+                <input
+                  type="radio"
+                  name={name}
+                  value={mode.id}
+                  aria-label={localizedTitle}
+                  aria-describedby={describedBy?.[mode.id]}
+                  checked={selected}
+                  disabled={modeDisabled}
+                  onChange={(event) => onChange(mode.id, event.currentTarget)}
+                />
+                <span className="memory-mode-title">
+                  <span className="memory-mode-index">{mode.index}</span>
+                  <strong>{title}</strong>
+                  <span className="memory-mode-tier">
+                    {mode.id.toUpperCase()}
+                  </span>
+                  {current === mode.id && currentBadge ? (
+                    <span className="memory-mode-current">{currentBadge}</span>
+                  ) : null}
+                  <span className="memory-mode-radio" aria-hidden="true">
+                    {selected ? <Check size={13} /> : null}
+                  </span>
+                </span>
+                <span className="memory-mode-description">
+                  {text(mode.description)}
+                </span>
+                <span className="memory-mode-features">
+                  {features.map((feature) => (
+                    <span key={feature}>
+                      <i aria-hidden="true" />
+                      {text(feature)}
+                    </span>
+                  ))}
+                </span>
+              </label>
+              {mode.id === "ultra" && selected && ultraDetail ? (
+                <div
+                  className="memory-mode-detail"
+                  aria-busy={ultraDetailBusy || undefined}
+                >
+                  <Clock3 size={14} aria-hidden="true" />
+                  <div>{ultraDetail}</div>
+                </div>
+              ) : null}
+            </div>
+          );
+        })}
+      </div>
+    </div>
+  );
+}

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

@@ -22,6 +22,7 @@ import {
   setMemoryMode,
 } from "./api";
 import { MemoryModeSettings } from "./MemoryModeSettings";
+import { resetClient } from "./query-client";
 
 vi.mock("./api", () => ({
   getMemoryMode: vi.fn(),
@@ -81,6 +82,7 @@ async function chooseMode(
 
 afterEach(() => {
   cleanup();
+  resetClient();
   vi.clearAllMocks();
   vi.mocked(apiErrorCode).mockReturnValue(null);
   vi.mocked(memoryModePlanUnsupported).mockReturnValue(false);
@@ -96,7 +98,7 @@ it("renders all settings modes as one grouped shared choice list", async () => {
   expect(within(group).getAllByRole("radio")).toHaveLength(3);
   expect(
     within(group).getByText("当前模式").closest("label")?.textContent,
-  ).toContain("智能记忆（pro）");
+  ).toContain("智能记忆PRO");
 });
 
 it("confirms the data effects before switching to lite", async () => {
@@ -115,9 +117,7 @@ it("confirms the data effects before switching to lite", async () => {
   expect(screen.getByText("搜索范围")).toBeTruthy();
   expect(setMemoryMode).not.toHaveBeenCalled();
 
-  await user.click(
-    screen.getByRole("button", { name: "切换到基础记忆（lite）" }),
-  );
+  await user.click(screen.getByRole("button", { name: "确认选择" }));
   await waitFor(() => expect(setMemoryMode).toHaveBeenCalledWith("lite"));
   await waitFor(() =>
     expect(document.activeElement).toBe(
@@ -139,7 +139,7 @@ it("traps modal focus, closes on Escape and restores the mode-card focus", async
   expect(outside.inert).toBe(true);
   await user.keyboard("{Shift>}{Tab}{/Shift}");
   expect(document.activeElement).toBe(
-    screen.getByRole("button", { name: "切换到基础记忆（lite）" }),
+    screen.getByRole("button", { name: "确认选择" }),
   );
   await user.keyboard("{Escape}");
 
@@ -155,9 +155,7 @@ it("keeps focus inside the modal while the mode change is pending", async () =>
   const user = userEvent.setup();
   render(<MemoryModeSettings hasActiveModel onConfigureModel={vi.fn()} />);
   await chooseMode(user, /基础记忆（lite）/);
-  await user.click(
-    screen.getByRole("button", { name: "切换到基础记忆（lite）" }),
-  );
+  await user.click(screen.getByRole("button", { name: "确认选择" }));
 
   const modal = screen.getByRole("dialog");
   await waitFor(() => expect(document.activeElement).toBe(modal));
@@ -229,11 +227,11 @@ it("explains model cost, search scope and the next step before switching to ultr
 
   expect(screen.getByText("模型调用与费用")).toBeTruthy();
   expect(screen.getByText("搜索范围")).toBeTruthy();
-  expect(screen.getByText("切换后")).toBeTruthy();
+  expect(screen.getByText("选择后")).toBeTruthy();
   expect(screen.getByText(/已经处理完的旧对话不会补做/)).toBeTruthy();
   expect(screen.getByText("知识图谱")).toBeTruthy();
   expect(screen.getAllByText("已有数据")).toHaveLength(1);
-  expect(screen.getByText(/切换本身不会立即整合/)).toBeTruthy();
+  expect(screen.getByText(/选择模式本身不会立即整合/)).toBeTruthy();
 });
 
 it("distinguishes regular memories from higher-level Ultra data when switching to pro", async () => {
@@ -279,9 +277,7 @@ it("focuses the Evolve settings after switching to ultra", async () => {
   vi.mocked(getMemoryMode).mockResolvedValue(state("ultra"));
 
   await chooseMode(user, /深度记忆（ultra）/);
-  await user.click(
-    screen.getByRole("button", { name: "切换到深度记忆（ultra）" }),
-  );
+  await user.click(screen.getByRole("button", { name: "确认选择" }));
 
   await waitFor(() =>
     expect(document.activeElement?.getAttribute("id")).toContain("-evolve"),
@@ -300,13 +296,131 @@ it("shows the default nightly evolve controls in ultra", async () => {
       "aria-checked",
     ),
   ).toBe("true");
-  expect((screen.getByLabelText("执行时间") as HTMLInputElement).value).toBe(
-    "03:00",
-  );
+  const timePicker = screen.getByRole("button", {
+    name: "执行时间，03:00",
+  });
+  expect(timePicker.tagName).toBe("BUTTON");
+  expect(timePicker.textContent).toContain("03:00");
   expect(screen.getByText(/只运行这一次，不改变每天的计划/)).toBeTruthy();
   expect(screen.getByRole("button", { name: "立即整合" })).toBeTruthy();
 });
 
+it("opens the time picker from the whole control and saves a complete time", async () => {
+  prepare("ultra");
+  vi.mocked(setEvolveSchedule).mockResolvedValue({
+    enabled: true,
+    time: "04:30",
+  });
+  const user = userEvent.setup();
+  render(<MemoryModeSettings hasActiveModel onConfigureModel={vi.fn()} />);
+
+  const trigger = await screen.findByRole("button", {
+    name: "执行时间，03:00",
+  });
+  await user.click(trigger);
+
+  const picker = screen.getByRole("dialog", { name: "执行时间" });
+  await user.selectOptions(
+    within(picker).getByRole("listbox", { name: "执行时间 HH" }),
+    "04",
+  );
+  await user.selectOptions(
+    within(picker).getByRole("listbox", { name: "执行时间 MM" }),
+    "30",
+  );
+  expect(setEvolveSchedule).not.toHaveBeenCalled();
+
+  await user.click(within(picker).getByRole("button", { name: "保存修改" }));
+  await waitFor(() =>
+    expect(setEvolveSchedule).toHaveBeenCalledExactlyOnceWith({
+      time: "04:30",
+    }),
+  );
+  await waitFor(() =>
+    expect(screen.getByRole("button", { name: "执行时间，04:30" })).toBe(
+      document.activeElement,
+    ),
+  );
+  expect(screen.queryByRole("dialog", { name: "执行时间" })).toBeNull();
+});
+
+it("keeps Tab inside the time picker and restores focus on Escape", async () => {
+  prepare("ultra");
+  const user = userEvent.setup();
+  render(<MemoryModeSettings hasActiveModel onConfigureModel={vi.fn()} />);
+
+  const trigger = await screen.findByRole("button", {
+    name: "执行时间，03:00",
+  });
+  await user.click(trigger);
+  const picker = screen.getByRole("dialog", { name: "执行时间" });
+  const hours = within(picker).getByRole("listbox", {
+    name: "执行时间 HH",
+  });
+  const save = within(picker).getByRole("button", { name: "保存修改" });
+  expect(document.activeElement).toBe(hours);
+  await user.keyboard("{Shift>}{Tab}{/Shift}");
+  expect(document.activeElement).toBe(save);
+  await user.keyboard("{Tab}");
+  expect(document.activeElement).toBe(hours);
+
+  await user.keyboard("{Escape}");
+
+  expect(screen.queryByRole("dialog", { name: "执行时间" })).toBeNull();
+  expect(document.activeElement).toBe(trigger);
+});
+
+it("keeps the selected time open for retry when saving fails", async () => {
+  prepare("ultra");
+  vi.mocked(setEvolveSchedule).mockRejectedValue(new Error("offline"));
+  const user = userEvent.setup();
+  render(<MemoryModeSettings hasActiveModel onConfigureModel={vi.fn()} />);
+
+  await user.click(
+    await screen.findByRole("button", { name: "执行时间，03:00" }),
+  );
+  const picker = screen.getByRole("dialog", { name: "执行时间" });
+  const minutes = within(picker).getByRole("listbox", {
+    name: "执行时间 MM",
+  });
+  await user.selectOptions(minutes, "30");
+  await user.click(within(picker).getByRole("button", { name: "保存修改" }));
+
+  expect(
+    await screen.findByText("自动整合设置未能保存，请重试。"),
+  ).toBeTruthy();
+  expect(screen.getByRole("dialog", { name: "执行时间" })).toBeTruthy();
+  expect((minutes as HTMLSelectElement).value).toBe("30");
+  await waitFor(() =>
+    expect(document.activeElement).toBe(
+      within(picker).getByRole("button", { name: "保存修改" }),
+    ),
+  );
+});
+
+it("keeps the time dialog and focus stable while saving is pending", async () => {
+  prepare("ultra");
+  vi.mocked(setEvolveSchedule).mockReturnValue(new Promise(() => {}));
+  const user = userEvent.setup();
+  render(<MemoryModeSettings hasActiveModel onConfigureModel={vi.fn()} />);
+
+  await user.click(
+    await screen.findByRole("button", { name: "执行时间，03:00" }),
+  );
+  const picker = screen.getByRole("dialog", { name: "执行时间" });
+  await user.selectOptions(
+    within(picker).getByRole("listbox", { name: "执行时间 MM" }),
+    "30",
+  );
+  await user.click(within(picker).getByRole("button", { name: "保存修改" }));
+  await waitFor(() => expect(setEvolveSchedule).toHaveBeenCalledTimes(1));
+
+  expect(document.activeElement).toBe(picker);
+  await user.keyboard("{Escape}");
+  expect(screen.getByRole("dialog", { name: "执行时间" })).toBe(picker);
+  expect(document.activeElement).toBe(picker);
+});
+
 it("hides the time field when automatic evolve is off and keeps the saved time visible", async () => {
   prepare("ultra");
   vi.mocked(setEvolveSchedule).mockResolvedValue({
@@ -322,7 +436,7 @@ it("hides the time field when automatic evolve is off and keeps the saved time v
   await user.click(automatic);
 
   await screen.findByText(/重新开启后仍按 03:00 运行/);
-  expect(screen.queryByLabelText("执行时间")).toBeNull();
+  expect(screen.queryByRole("button", { name: /执行时间/ })).toBeNull();
   expect(screen.getByRole("button", { name: "立即整合" })).toBeTruthy();
 });
 
@@ -380,14 +494,12 @@ it("keeps a failed switch explanation inside the open confirmation dialog", asyn
   render(<MemoryModeSettings hasActiveModel onConfigureModel={vi.fn()} />);
 
   await chooseMode(user, /深度记忆（ultra）/);
-  await user.click(
-    screen.getByRole("button", { name: "切换到深度记忆（ultra）" }),
-  );
+  await user.click(screen.getByRole("button", { name: "确认选择" }));
 
   const dialog = screen.getByRole("dialog");
   expect(
     await within(dialog).findByText(
-      "当前安装缺少知识图谱组件，无法开启 ultra。",
+      "当前安装缺少知识图谱组件，无法选择 ultra。",
     ),
   ).toBeTruthy();
 });
@@ -423,7 +535,7 @@ it("blocks mode and Evolve controls during embedding maintenance", async () => {
 
   expect(
     await screen.findByText(
-      "正在检查或切换向量模型，完成前不能切换模式或手动整合。",
+      "正在检查或切换向量模型，完成前不能选择模式或手动整合。",
     ),
   ).toBeTruthy();
   expect(

memhub/apps/web/src/MemoryModeSettings.tsx

@@ -1,6 +1,4 @@
 import type {
-  EvolveOverview,
-  EvolveRunReceipt,
   EvolveSchedule,
   MemoryModeChange,
   MemoryModePlan,
@@ -11,7 +9,6 @@ import { legacyMemoryModePlan } from "@one-memory/operations";
 import { useCallback, useEffect, useId, useRef, useState } from "react";
 import {
   apiErrorCode,
-  getEvolveOverview,
   getEvolveSchedule,
   getMemoryMode,
   getMemoryProcessing,
@@ -25,96 +22,13 @@ import {
   commitConfirmedMemoryMode,
   issueConfirmedModeTicket,
 } from "./confirmed-memory-mode";
-import { MemoryModeChoiceList } from "./MemoryModeChoiceList";
+import { commitEvolveRun, useEvolveState } from "./evolve-state";
+import { MemoryModeCards } from "./MemoryModeCards";
+import { BLOCKER_COPY, MemoryModeConfirmDialog } from "./memory-mode-ui";
 import { useOnboardingTranslation } from "./onboarding-language";
-import { R6Button, R6Switch } from "./R6Controls";
+import { R6Button } from "./R6Controls";
 import { R6StateRecovery } from "./R6StateRecovery";
-
-const MODE_COPY: Record<
-  MemoryPipelineMode,
-  { title: string; description: string }
-> = {
-  lite: {
-    title: "基础记忆（lite）",
-    description: "保存原始对话 · 不调用生成模型 · 搜索原始会话",
-  },
-  pro: {
-    title: "智能记忆（pro）",
-    description: "沉淀高级记忆 · 调用生成模型 · 搜索沉淀记忆",
-  },
-  ultra: {
-    title: "深度记忆（ultra）",
-    description: "智能记忆 + 知识图谱 · 可自动 Evolve · 增强关联召回",
-  },
-};
-
-function planRows(plan: MemoryModePlan) {
-  const rows = [
-    {
-      label: "新对话",
-      content:
-        plan.capabilities.content_plane === "raw"
-          ? "之后只保存原始对话，不再生成新记忆。"
-          : plan.capabilities.graph_enabled
-            ? "新对话会整理成记忆并写入知识图谱。"
-            : "新对话会由模型整理成记忆。",
-    },
-    {
-      label: "模型调用与费用",
-      content: plan.capabilities.generation_required
-        ? plan.capabilities.evolve_available
-          ? "会调用当前生成模型；自动整合可能产生额外费用。切换本身不会立即整合。"
-          : "会调用当前生成模型，可能产生服务商费用。"
-        : "不调用生成模型，不再产生这部分费用。",
-    },
-    {
-      label: "搜索范围",
-      content:
-        plan.capabilities.content_plane === "raw"
-          ? "切换后搜索原始对话。"
-          : plan.capabilities.graph_enabled
-            ? "搜索沉淀记忆，并用知识图谱补充关联。"
-            : "搜索沉淀后的记忆。",
-    },
-  ];
-  if (plan.effects.includes("earlier_raw_not_extracted"))
-    rows.push({
-      label: "已有数据",
-      content: "已经处理完的旧对话不会补做；原始对话全部保留。",
-    });
-  if (plan.effects.includes("higher_mode_memories_hidden"))
-    rows.push({
-      label: "已有数据",
-      content:
-        plan.effective_target === "pro"
-          ? "普通沉淀记忆仍可使用；深度记忆新增的更高层记忆和图谱数据继续保留，但在智能记忆下不显示、不参与召回。原始对话不会删除。"
-          : "已有记忆继续保留，但在基础记忆下不显示、不参与召回；原始对话不会删除。",
-    });
-  if (plan.effects.includes("existing_memories_added_to_graph"))
-    rows.push({
-      label: "知识图谱",
-      content: "已有记忆会在后台加入知识图谱，期间仍可使用。",
-    });
-  if (plan.effects.includes("evolve_stopped"))
-    rows.push({
-      label: "每天自动整合",
-      content: "每天自动整合会停止，已经生成的数据不会删除。",
-    });
-  if (plan.capabilities.evolve_available)
-    rows.push({
-      label: "切换后",
-      content: "可设置每天自动整合时间，也可以随时立即整合一次。",
-    });
-  return rows;
-}
-
-const BLOCKER_COPY: Record<MemoryModePlan["blockers"][number], string> = {
-  active_model_required: "使用 pro 或 ultra 前需要先配置并启用生成模型。",
-  embedding_maintenance_in_progress:
-    "正在检查或切换向量模型，完成后才能切换记忆模式。",
-  memory_lifecycle_busy: "记忆维护正在进行，完成后才能切换模式。",
-  graph_store_unavailable: "当前安装缺少知识图谱组件，无法开启 ultra。",
-};
+import { UltraEvolveScheduleFields } from "./UltraEvolveScheduleFields";
 
 export function MemoryModeSettings({
   hasActiveModel,
@@ -131,7 +45,11 @@ export function MemoryModeSettings({
   const id = useId();
   const [state, setState] = useState<MemoryModeState | null>(null);
   const [schedule, setScheduleState] = useState<EvolveSchedule | null>(null);
-  const [overview, setOverview] = useState<EvolveOverview | null>(null);
+  const evolveState = useEvolveState();
+  const overview = evolveState.data ?? null;
+  const run =
+    overview?.running.find((candidate) => candidate.user_id === "local") ??
+    null;
   const [pendingMode, setPendingMode] = useState<MemoryPipelineMode | null>(
     null,
   );
@@ -140,67 +58,10 @@ export function MemoryModeSettings({
   const [maintenance, setMaintenance] = useState(false);
   const [error, setError] = useState("");
   const [readFailed, setReadFailed] = useState(false);
-  const [run, setRun] = useState<EvolveRunReceipt | null>(null);
   const refreshVersion = useRef(0);
-  const dialog = useRef<HTMLElement>(null);
   const dialogOpener = useRef<HTMLElement | null>(null);
   const focusEvolveWhenReady = useRef(false);
   const focusModeWhenReady = useRef<MemoryPipelineMode | null>(null);
-  const busyRef = useRef(false);
-  busyRef.current = busy;
-
-  useEffect(() => {
-    if (!pendingMode || !dialog.current) return;
-    const panel = dialog.current;
-    const inertSiblings = new Map<HTMLElement, boolean>();
-    let branch: HTMLElement = panel.parentElement ?? panel;
-    while (branch.parentElement) {
-      for (const sibling of branch.parentElement.children) {
-        if (!(sibling instanceof HTMLElement) || sibling === branch) continue;
-        inertSiblings.set(sibling, sibling.inert);
-        sibling.inert = true;
-      }
-      branch = branch.parentElement;
-      if (branch === document.body) break;
-    }
-    const controls = () =>
-      Array.from(panel.querySelectorAll<HTMLElement>("button:not(:disabled)"));
-    controls()[0]?.focus();
-    const handleKey = (event: KeyboardEvent) => {
-      if (event.key === "Escape" && !busyRef.current) {
-        event.preventDefault();
-        setPendingPlan(null);
-        setPendingMode(null);
-        return;
-      }
-      if (event.key !== "Tab") return;
-      const items = controls();
-      const first = items[0];
-      const last = items.at(-1);
-      if (!first || !last) {
-        event.preventDefault();
-        panel.focus();
-        return;
-      }
-      if (event.shiftKey && document.activeElement === first) {
-        event.preventDefault();
-        last.focus();
-      } else if (!event.shiftKey && document.activeElement === last) {
-        event.preventDefault();
-        first.focus();
-      }
-    };
-    panel.addEventListener("keydown", handleKey);
-    return () => {
-      panel.removeEventListener("keydown", handleKey);
-      for (const [sibling, wasInert] of inertSiblings) sibling.inert = wasInert;
-      if (dialogOpener.current?.isConnected) dialogOpener.current.focus();
-    };
-  }, [pendingMode]);
-
-  useEffect(() => {
-    if (pendingMode && busy) dialog.current?.focus();
-  }, [busy, pendingMode]);
 
   useEffect(() => {
     if (!focusEvolveWhenReady.current || pendingMode || state?.mode !== "ultra")
@@ -223,11 +84,10 @@ export function MemoryModeSettings({
   const refresh = useCallback(async () => {
     const version = ++refreshVersion.current;
     const modeTicket = issueConfirmedModeTicket("settings");
-    const [modeResult, scheduleResult, overviewResult, processingResult] =
+    const [modeResult, scheduleResult, processingResult] =
       await Promise.allSettled([
         getMemoryMode(),
         getEvolveSchedule(),
-        getEvolveOverview(),
         getMemoryProcessing(),
       ]);
     if (version !== refreshVersion.current) return;
@@ -243,10 +103,6 @@ export function MemoryModeSettings({
     }
     if (scheduleResult.status === "fulfilled")
       setScheduleState(scheduleResult.value);
-    if (overviewResult.status === "fulfilled") {
-      setOverview(overviewResult.value);
-      setRun(overviewResult.value.running[0] ?? null);
-    }
     if (processingResult.status === "fulfilled")
       setMaintenance(Boolean(processingResult.value.embedding_switch));
   }, [onModeChange]);
@@ -256,14 +112,11 @@ export function MemoryModeSettings({
   }, [refresh]);
 
   useEffect(() => {
-    const running =
-      maintenance ||
-      state?.graph_build.state === "running" ||
-      run?.state === "running";
+    const running = maintenance || state?.graph_build.state === "running";
     if (!running) return;
     const timer = window.setInterval(() => void refresh(), 1500);
     return () => window.clearInterval(timer);
-  }, [maintenance, refresh, run?.state, state?.graph_build.state]);
+  }, [maintenance, refresh, state?.graph_build.state]);
 
   const lifecycleBusy =
     maintenance ||
@@ -332,21 +185,31 @@ export function MemoryModeSettings({
     setError("");
     try {
       setScheduleState(await setEvolveSchedule(update));
+      return true;
     } catch {
       setError("自动整合设置未能保存，请重试。");
+      return false;
     } finally {
       setBusy(false);
     }
   }
 
   async function evolveNow() {
+    if (!state || !schedule) return;
     refreshVersion.current++;
     setBusy(true);
     setError("");
     try {
       const receipt = await startEvolve();
-      setRun(receipt);
-      await refresh();
+      commitEvolveRun(
+        receipt,
+        overview ?? {
+          mode: state.mode,
+          schedule,
+          users: {},
+          running: [],
+        },
+      );
     } catch (reason) {
       const code = apiErrorCode(reason);
       setError(
@@ -371,16 +234,11 @@ export function MemoryModeSettings({
           <p>{text("模式决定新对话如何保存，以及记忆页面展示什么。")}</p>
         </div>
       </div>
-      <MemoryModeChoiceList
+      <MemoryModeCards
         aria-label={text("当前模式")}
         aria-busy={state === null}
-        modes={(["lite", "pro", "ultra"] as const).map((mode) => ({
-          mode,
-          title: text(MODE_COPY[mode].title),
-          description: text(MODE_COPY[mode].description),
-        }))}
         current={state?.mode}
-        selected={state?.mode ?? null}
+        value={state?.mode ?? null}
         currentBadge={text("当前模式")}
         disabled={(mode) =>
           !state ||
@@ -390,6 +248,50 @@ export function MemoryModeSettings({
           (mode !== "lite" && !modelStateKnown)
         }
         onChange={(mode, control) => void choose(mode, control)}
+        ultraDetail={
+          state?.mode === "ultra" && schedule ? (
+            <section
+              id={`${id}-evolve`}
+              className="r6-evolve-settings r6-evolve-settings--in-card"
+              aria-labelledby={`${id}-evolve-title`}
+              tabIndex={-1}
+            >
+              <UltraEvolveScheduleFields
+                schedule={schedule}
+                headingId={`${id}-evolve-title`}
+                disabled={busy || maintenance}
+                onEnabledChange={(enabled) => void changeSchedule({ enabled })}
+                onTimeChange={(time) => changeSchedule({ time })}
+              />
+              <div className="r6-evolve-setting r6-evolve-setting--manual">
+                <div className="r6-evolve-setting-copy">
+                  <h3>{text("立即整合一次")}</h3>
+                  <p>
+                    {text("只运行这一次，不改变每天的计划。")}
+                    {" · "}
+                    {text(
+                      run?.state === "running"
+                        ? "正在整合记忆…"
+                        : last?.last_run_at
+                          ? text("上次整合：{time}").replace(
+                              "{time}",
+                              new Date(last.last_run_at).toLocaleString(locale),
+                            )
+                          : "尚未整合",
+                    )}
+                  </p>
+                </div>
+                <R6Button
+                  pending={run?.state === "running"}
+                  disabled={busy || lifecycleBusy}
+                  onClick={() => void evolveNow()}
+                >
+                  {text("立即整合")}
+                </R6Button>
+              </div>
+            </section>
+          ) : null
+        }
       />
       {state?.forced_by_env ? (
         <p className="r6-settings-note" role="status">
@@ -419,141 +321,19 @@ export function MemoryModeSettings({
         )
       ) : null}
 
-      {state?.mode === "ultra" && schedule ? (
-        <section
-          id={`${id}-evolve`}
-          className="r6-evolve-settings"
-          aria-labelledby={`${id}-evolve-title`}
-          tabIndex={-1}
-        >
-          <div className="r6-evolve-heading">
-            <h3 id={`${id}-evolve-title`}>{text("记忆整合（Evolve）")}</h3>
-            <p>{text("定期重新整理已有记忆，补充更稳定的关联和结论。")}</p>
-          </div>
-          <div className="r6-evolve-setting">
-            <div className="r6-evolve-setting-copy">
-              <h3>{text("每天自动整合")}</h3>
-              <p>
-                {text(
-                  schedule.enabled
-                    ? "每天 {time} 左右自动整合，使用这台设备的本地时间；休眠错过后会补跑。"
-                    : "已关闭。重新开启后仍按 {time} 运行；已生成的结果会保留。",
-                ).replace("{time}", schedule.time)}
-              </p>
-            </div>
-            <R6Switch
-              label={text("每天自动整合")}
-              checked={schedule.enabled}
-              disabled={busy || maintenance}
-              onCheckedChange={(enabled) => void changeSchedule({ enabled })}
-            />
-            {schedule.enabled ? (
-              <div className="r6-evolve-time">
-                <div>
-                  <label htmlFor={`${id}-evolve-time`}>
-                    {text("执行时间")}
-                  </label>
-                  <p>{text("使用这台设备的本地时间。")}</p>
-                </div>
-                <input
-                  id={`${id}-evolve-time`}
-                  type="time"
-                  value={schedule.time}
-                  disabled={busy || maintenance}
-                  onChange={(event) =>
-                    void changeSchedule({ time: event.target.value })
-                  }
-                />
-              </div>
-            ) : null}
-          </div>
-          <div className="r6-evolve-setting r6-evolve-setting--manual">
-            <div className="r6-evolve-setting-copy">
-              <h3>{text("立即整合一次")}</h3>
-              <p>
-                {text("只运行这一次，不改变每天的计划。")}
-                {" · "}
-                {text(
-                  run?.state === "running"
-                    ? "正在整合记忆…"
-                    : last?.last_run_at
-                      ? text("上次整合：{time}").replace(
-                          "{time}",
-                          new Date(last.last_run_at).toLocaleString(locale),
-                        )
-                      : "尚未整合",
-                )}
-              </p>
-            </div>
-            <R6Button
-              pending={run?.state === "running"}
-              disabled={busy || lifecycleBusy}
-              onClick={() => void evolveNow()}
-            >
-              {text("立即整合")}
-            </R6Button>
-          </div>
-        </section>
-      ) : null}
-
-      {pendingMode ? (
-        <div className="r6-settings-dialog-layer" role="presentation">
-          <section
-            ref={dialog}
-            className="r6-settings-dialog r6-mode-confirm-dialog"
-            role="dialog"
-            aria-modal="true"
-            aria-labelledby="memory-mode-confirm-title"
-            tabIndex={-1}
-          >
-            <h2 id="memory-mode-confirm-title">
-              {text("切换到 {mode}？").replace(
-                "{mode}",
-                text(MODE_COPY[pendingMode].title),
-              )}
-            </h2>
-            <dl className="r6-mode-confirm-effects">
-              {(pendingPlan ? planRows(pendingPlan) : []).map((row) => (
-                <div key={`${row.label}:${row.content}`}>
-                  <dt>{text(row.label)}</dt>
-                  <dd>{text(row.content)}</dd>
-                </div>
-              ))}
-            </dl>
-            {(pendingPlan?.blockers ?? []).map((blocker) => (
-              <p className="r6-settings-error" role="alert" key={blocker}>
-                {text(BLOCKER_COPY[blocker])}
-              </p>
-            ))}
-            {error ? (
-              <p className="r6-settings-error" role="alert">
-                {text(error)}
-              </p>
-            ) : null}
-            <footer>
-              <R6Button
-                disabled={busy}
-                onClick={() => {
-                  setPendingPlan(null);
-                  setPendingMode(null);
-                }}
-              >
-                {text("取消")}
-              </R6Button>
-              <R6Button
-                variant="primary"
-                pending={busy}
-                disabled={Boolean(pendingPlan?.blockers.length)}
-                onClick={() => void commitMode()}
-              >
-                {text("切换到 {mode}").replace(
-                  "{mode}",
-                  text(MODE_COPY[pendingMode].title),
-                )}
-              </R6Button>
-            </footer>
-          </section>
-        </div>
+      {pendingMode && pendingPlan ? (
+        <MemoryModeConfirmDialog
+          mode={pendingMode}
+          plan={pendingPlan}
+          busy={busy}
+          error={error}
+          opener={dialogOpener.current}
+          onCancel={() => {
+            setPendingPlan(null);
+            setPendingMode(null);
+          }}
+          onConfirm={() => void commitMode()}
+        />
       ) : null}
     </section>
   );

memhub/apps/web/src/MemorySpace.r6.test.tsx

@@ -12,6 +12,7 @@ import userEvent from "@testing-library/user-event";
 import { afterEach, expect, it, vi } from "vitest";
 import { LANGUAGE_STORAGE_KEY, LanguageProvider } from "./gui-language";
 import { MemorySpace } from "./MemorySpace";
+import { queryClient, resetClient } from "./query-client";
 
 it("translates memory filters and detail affordances live without refetching", async () => {
   setup();
@@ -77,7 +78,9 @@ const { reads } = vi.hoisted(() => ({
     processing: vi.fn(),
     profiles: vi.fn(),
     raw: vi.fn(),
+    rawGraph: vi.fn(),
     rawSearch: vi.fn(),
+    evolve: vi.fn(),
   },
 }));
 vi.mock("./api", async (importOriginal) => ({
@@ -87,7 +90,9 @@ vi.mock("./api", async (importOriginal) => ({
   getMemoryProcessing: reads.processing,
   getModelProfiles: reads.profiles,
   getSdkRaw: reads.raw,
+  getSdkRawGraph: reads.rawGraph,
   searchSdkRaw: reads.rawSearch,
+  getEvolveOverview: reads.evolve,
 }));
 vi.mock("./GraphWidthPrompt", () => ({ GraphWidthPrompt: () => null }));
 vi.mock("./MemoryAddComposer", () => ({
@@ -117,10 +122,16 @@ vi.mock("./MemoryAddComposer", () => ({
   ),
 }));
 vi.mock("./MemoryGraph3D", () => ({
-  MemoryGraph3D: () => <div data-testid="graph-owner" />,
+  MemoryGraph3D: ({ graph }: { graph?: { nodes?: unknown[] } | null }) => (
+    <div
+      data-testid="graph-owner"
+      data-graph-nodes={graph?.nodes?.length ?? 0}
+    />
+  ),
 }));
 afterEach(() => {
   cleanup();
+  resetClient();
   vi.useRealTimers();
   vi.clearAllMocks();
 });
@@ -154,7 +165,94 @@ it("translates the model-required prompt without configuring a model", async ()
   localStorage.clear();
 });
 
+it("keeps the memory snapshot visible during Evolve and refreshes when it ends", async () => {
+  setup();
+  reads.processing.mockResolvedValue(modeProcessing("ultra"));
+  reads.evolve.mockResolvedValue({
+    mode: "ultra",
+    schedule: { enabled: true, time: "03:00" },
+    users: {},
+    running: [
+      {
+        run_id: "run-1",
+        user_id: "local",
+        state: "running",
+      },
+    ],
+  });
+  render(<MemorySpace simplified />);
+
+  expect((await screen.findAllByText("已保存的记忆")).length).toBeGreaterThan(
+    0,
+  );
+  expect(await screen.findByText("正在整合记忆…")).toBeTruthy();
+  const readsBeforeCompletion = reads.sdkLibrary.mock.calls.length;
+
+  act(() => {
+    queryClient.setQueryData(["evolve", "local"], {
+      mode: "ultra",
+      schedule: { enabled: true, time: "03:00" },
+      users: {},
+      running: [],
+    });
+  });
+
+  await waitFor(() =>
+    expect(reads.sdkLibrary.mock.calls.length).toBeGreaterThan(
+      readsBeforeCompletion,
+    ),
+  );
+});
+
+it("keeps the last successful graph when its Evolve refresh fails", async () => {
+  setup();
+  reads.processing.mockResolvedValue(modeProcessing("ultra"));
+  reads.evolve.mockResolvedValue({
+    mode: "ultra",
+    schedule: { enabled: true, time: "03:00" },
+    users: {},
+    running: [{ run_id: "run-1", user_id: "local", state: "running" }],
+  });
+  const firstSource = {
+    source_id: "cursor",
+    display_name: "Cursor",
+    authorized: true,
+    sync_enabled: true,
+    imported_messages: 1,
+    imported_conversations: 1,
+  } as SourceResponse;
+  const view = render(<MemorySpace simplified sources={[firstSource]} />);
+
+  await waitFor(() =>
+    expect(screen.getByTestId("graph-owner").dataset.graphNodes).toBe("1"),
+  );
+  reads.sdkGraph.mockRejectedValueOnce(new Error("evolve write lock"));
+
+  view.rerender(
+    <MemorySpace
+      simplified
+      sources={[
+        firstSource,
+        {
+          ...firstSource,
+          source_id: "codex",
+          display_name: "Codex",
+        },
+      ]}
+    />,
+  );
+
+  await waitFor(() => expect(reads.sdkGraph).toHaveBeenCalledTimes(2));
+  expect(screen.getByTestId("graph-owner").dataset.graphNodes).toBe("1");
+});
+
 function setup() {
+  reads.evolve.mockResolvedValue({
+    mode: "ultra",
+    schedule: { enabled: true, time: "03:00" },
+    users: {},
+    running: [],
+  });
   const memories = [
     {
       memory_id: "m1",
@@ -208,6 +306,24 @@ function setup() {
     limit: 100,
     offset: 0,
   });
+  reads.rawGraph.mockResolvedValue({
+    user_id: "local",
+    items: [
+      {
+        turn_id: "raw-1",
+        raw_id: "raw-1",
+        label: "原始对话内容",
+        source: "cursor",
+        session_id: "session-1",
+        memory_at: null,
+        gmt_created: 1_761_000_000,
+      },
+    ],
+    total: 1,
+    limit: 300,
+    offset: 0,
+    has_more: false,
+  });
   reads.rawSearch.mockResolvedValue([]);
 }
 
@@ -289,6 +405,11 @@ it("shows raw conversations instead of advanced memory in lite", async () => {
   render(<MemorySpace simplified />);
 
   expect(await screen.findAllByText("原始对话内容")).toHaveLength(2);
+  expect(screen.getByText("1 条原始对话")).toBeTruthy();
+  expect(screen.queryByText("找到 1 条")).toBeNull();
+  expect(
+    screen.getByRole("heading", { level: 2, name: "来源归属" }),
+  ).toBeTruthy();
   expect(
     document.querySelector(".core-memory-map")?.hasAttribute("hidden"),
   ).toBe(false);
@@ -316,13 +437,101 @@ it("shows raw conversations instead of advanced memory in lite", async () => {
   expect(document.querySelector(".memory-mode-notice")).toBeNull();
 });
 
+it("loads one bounded raw graph page without claiming an exact turn total", async () => {
+  setup();
+  reads.processing.mockResolvedValue(modeProcessing("lite"));
+  reads.rawGraph.mockResolvedValue({
+    user_id: "local",
+    items: Array.from({ length: 300 }, (_, index) => ({
+      turn_id: `turn-${index}`,
+      raw_id: `raw-${index}`,
+      label: `原始会话 ${index}`,
+      source: "cursor",
+      session_id: `session-${index}`,
+      memory_at: null,
+      gmt_created: 1_761_000_000,
+    })),
+    total: 1_600,
+    limit: 300,
+    offset: 0,
+    has_more: true,
+  });
+
+  render(<MemorySpace simplified />);
+
+  await waitFor(() => expect(reads.rawGraph).toHaveBeenCalledTimes(1));
+  expect(reads.rawGraph).toHaveBeenCalledWith({
+    source: undefined,
+    offset: 0,
+    limit: 300,
+    signal: expect.any(AbortSignal),
+  });
+  expect(screen.getByTestId("graph-owner").dataset.graphNodes).toBe("301");
+  expect(document.querySelector(".memory-loaded-count")?.textContent).not.toBe(
+    "1,600 条原始对话",
+  );
+  expect(screen.queryByText("1,600 / 1,600")).toBeNull();
+});
+
+it("keeps the last successful Lite graph when a background refresh fails", async () => {
+  setup();
+  reads.processing.mockResolvedValue(modeProcessing("lite"));
+  const source = {
+    source_id: "cursor",
+    display_name: "Cursor",
+    authorized: true,
+    imported_messages: 1,
+    imported_conversations: 1,
+  } as SourceResponse;
+  const view = render(<MemorySpace simplified sources={[source]} />);
+
+  await waitFor(() =>
+    expect(screen.getByTestId("graph-owner").dataset.graphNodes).toBe("2"),
+  );
+  reads.rawGraph.mockRejectedValueOnce(new Error("refresh failed"));
+  view.rerender(
+    <MemorySpace
+      simplified
+      sources={[
+        source,
+        {
+          ...source,
+          source_id: "codex",
+          display_name: "Codex",
+        },
+      ]}
+    />,
+  );
+
+  await waitFor(() => expect(reads.rawGraph).toHaveBeenCalledTimes(2));
+  expect(screen.getByTestId("graph-owner").dataset.graphNodes).toBe("2");
+  expect(screen.queryByText("原始对话暂时无法读取。")).toBeNull();
+});
+
+it("does not request the raw graph for a keyword search", async () => {
+  setup();
+  reads.processing.mockResolvedValue(modeProcessing("lite"));
+  reads.rawSearch.mockResolvedValue([]);
+  const user = userEvent.setup();
+  render(<MemorySpace simplified />);
+
+  await waitFor(() => expect(reads.rawGraph).toHaveBeenCalledTimes(1));
+  await user.type(
+    screen.getByRole("textbox", { name: "搜索原始对话" }),
+    "发布计划",
+  );
+  await user.click(screen.getByRole("button", { name: "搜索" }));
+  await waitFor(() => expect(reads.rawSearch).toHaveBeenCalledTimes(1));
+  expect(reads.rawGraph).toHaveBeenCalledTimes(1);
+});
+
 it("pages and filters the raw conversation data plane in lite", async () => {
   setup();
   reads.processing.mockResolvedValue(modeProcessing("lite"));
   reads.raw.mockImplementation(async (options = {}) => {
-    const offset = "offset" in options ? (options.offset ?? 0) : 0;
+    const cursor = "cursor" in options ? options.cursor : null;
     const source = "source" in options ? options.source : undefined;
-    const rawId = `${source ?? "all"}-${offset}`;
+    const rawId = `${source ?? "all"}-${cursor ? "more" : "first"}`;
     return {
       items: [
         {
@@ -333,14 +542,17 @@ it("pages and filters the raw conversation data plane in lite", async () => {
           source: source ?? "cursor",
           session_id: `session-${rawId}`,
           memory_at: null,
-          gmt_created: 1_761_000_000 - offset,
+          gmt_created: 1_761_000_000,
           custom: {},
           messages: [{ role: "user", content: `原始会话 ${rawId}` }],
         },
       ],
-      total: source ? 1 : 21,
+      total: cursor ? 2 : 1,
       limit: 20,
-      offset,
+      offset: cursor ? 1 : 0,
+      next_cursor: !source && !cursor ? "turn:1:0:1" : null,
+      has_more: !source && !cursor,
+      total_exact: false,
     };
   });
   const user = userEvent.setup();
@@ -359,30 +571,46 @@ it("pages and filters the raw conversation data plane in lite", async () => {
     />,
   );
 
-  expect(await screen.findAllByText("原始会话 all-0")).toHaveLength(2);
-  await user.click(screen.getByRole("button", { name: "下一页记忆" }));
-  expect(await screen.findAllByText("原始会话 all-20")).toHaveLength(2);
+  expect(await screen.findAllByText("原始会话 all-first")).toHaveLength(2);
+  await waitFor(() => expect(reads.rawGraph).toHaveBeenCalledTimes(1));
+  const graphCalls = reads.rawGraph.mock.calls.length;
+  await user.click(screen.getByRole("button", { name: "加载更多" }));
+  expect(await screen.findAllByText("原始会话 all-more")).toHaveLength(1);
+  expect(screen.getAllByText("原始会话 all-first")).toHaveLength(2);
+  expect(reads.rawGraph).toHaveBeenCalledTimes(graphCalls);
   expect(reads.raw).toHaveBeenLastCalledWith(
-    expect.objectContaining({ source: undefined, offset: 20, limit: 20 }),
+    expect.objectContaining({
+      source: undefined,
+      cursor: "turn:1:0:1",
+      paging: "cursor",
+      limit: 20,
+    }),
   );
 
   await user.click(screen.getByRole("combobox", { name: "来源" }));
   await user.click(screen.getByRole("option", { name: "Cursor" }));
-  expect(await screen.findAllByText("原始会话 cursor-0")).toHaveLength(2);
+  expect(await screen.findAllByText("原始会话 cursor-first")).toHaveLength(2);
   expect(reads.raw).toHaveBeenLastCalledWith(
-    expect.objectContaining({ source: "cursor", offset: 0, limit: 20 }),
+    expect.objectContaining({
+      source: "cursor",
+      cursor: null,
+      paging: "cursor",
+      limit: 20,
+    }),
   );
 
   await user.click(screen.getByRole("combobox", { name: "来源" }));
   await user.click(screen.getByRole("option", { name: "手动添加" }));
   expect(
-    await screen.findAllByText("原始会话 one-memory-manual-0"),
+    await screen.findAllByText("原始会话 one-memory-manual-first"),
   ).toHaveLength(2);
   expect(reads.raw).toHaveBeenLastCalledWith(
     expect.objectContaining({
       source: "one-memory-manual",
       offset: 0,
       limit: 20,
+      paging: "cursor",
+      cursor: null,
     }),
   );
 });
@@ -599,6 +827,14 @@ it("opens a search hit with the complete role transcript", async () => {
       truncated: true,
     },
   ]);
+  reads.rawGraph.mockResolvedValue({
+    user_id: "local",
+    items: [],
+    total: 1_600,
+    limit: 300,
+    offset: 0,
+    has_more: false,
+  });
   const user = userEvent.setup();
   render(<MemorySpace simplified />);
 
@@ -609,6 +845,7 @@ it("opens a search hit with the complete role transcript", async () => {
   await user.click(screen.getByRole("button", { name: "搜索" }));
 
   expect(await screen.findByText("完整问题")).toBeTruthy();
+  expect(screen.getByText("找到 1 条")).toBeTruthy();
   expect(screen.getByText("完整回答")).toBeTruthy();
   expect(
     document.querySelector(".map-dialogue-reading")?.textContent,

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

@@ -289,7 +289,7 @@ it("keeps rows, sources, count and graph on the one filtered page", async () =>
   expect(await screen.findByText(/566/)).toBeTruthy();
 });
 
-it("hides the previous source graph until the all-applications graph settles", async () => {
+it("loads each source graph independently from list pagination and search", async () => {
   sdkAuthority();
   render(<MemorySpace simplified active />);
   await waitFor(() =>
@@ -415,17 +415,13 @@ it("hides the previous source graph until the all-applications graph settles", a
   );
   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(screen.getByTestId("map-graph-loading").textContent).toBe("false");
+  expect(screen.getByTestId("map-nodes").textContent).toBe("4");
   expect(screen.getByTestId("map-memories").textContent).toBe("");
   expect(api.sdkGraph).toHaveBeenCalledTimes(graphCalls);
 
   await act(async () => releaseSearch(searchPage));
-  await waitFor(() =>
-    expect(screen.getByTestId("map-graph-loading").textContent).toBe("false"),
-  );
+  expect(screen.getByTestId("map-graph-loading").textContent).toBe("false");
 });
 
 it("opens an SDK memory in place instead of switching away from the map", async () => {

memhub/apps/web/src/MemorySpace.tsx

@@ -38,15 +38,18 @@ import {
   getSdkMemoryGraph,
   getSdkMemoryLibrary,
   getSdkRaw,
+  getSdkRawGraph,
   manualExtract,
   searchSdkRaw,
   setExtractionWindow,
   updateSdkMemory,
 } from "./api";
+import { localEvolveRunning, useEvolveState } from "./evolve-state";
 import { GraphWidthPrompt } from "./GraphWidthPrompt";
 import { useGuiLanguage } from "./gui-language";
 import { MemoryDeleteDialog } from "./MemoryDeleteDialog";
 import { MemoryMap } from "./MemoryMap";
+import { useOnboardingTranslation } from "./onboarding-language";
 import { subscribePoll } from "./poll-scheduler";
 import { SdkMemoryLibrary } from "./SdkMemoryLibrary";
 import { SdkRawHistory } from "./SdkRawHistory";
@@ -60,9 +63,12 @@ import {
 import {
   type RawMapRecord,
   rawDetail,
+  rawGraphProjection,
+  rawGraphRecord,
   rawLibraryPage,
   rawRecordId,
   rawSearchPage,
+  SDK_RAW_PAGE_SIZE,
 } from "./sdk-raw-map";
 import { sourceNameOr, UNATTRIBUTED_SOURCE_ID } from "./source-label";
 import { traceUiAction } from "./ui-trace";
@@ -114,6 +120,10 @@ export function MemorySpace({
   onFocusMemoryConsumed?(): void;
 }) {
   const { locale, t, tn } = useGuiLanguage();
+  const { text } = useOnboardingTranslation();
+  const evolveState = useEvolveState(active || preload);
+  const evolveRunning = localEvolveRunning(evolveState.data);
+  const evolveUncertain = evolveState.isError && evolveRunning;
   const memoryText = (text: string) => {
     const key = `memory:${text}`;
     return isMessageKey(key) ? t(key) : text;
@@ -123,6 +133,7 @@ export function MemorySpace({
   const selectedRawRef = useRef<RawMapRecord | null>(null);
   selectedRawRef.current = selectedRaw;
   const rawRecords = useRef(new Map<string, RawMapRecord>());
+  const rawRecordsScope = useRef("");
   const [detailLoad, setDetailLoad] = useState<{
     memoryId: string;
     status: "loading" | "failed";
@@ -164,6 +175,8 @@ export function MemorySpace({
       source.grant_revision,
     ]),
   );
+  const sourcesRef = useRef(sources);
+  sourcesRef.current = sources;
   const management = simplified && displayedMode === "library";
   useEffect(() => {
     viewActive.current = active;
@@ -190,6 +203,12 @@ export function MemorySpace({
   // 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), []);
+  const previousEvolveRunning = useRef(evolveRunning);
+  useEffect(() => {
+    const previous = previousEvolveRunning.current;
+    previousEvolveRunning.current = evolveRunning;
+    if (previous && !evolveRunning) bumpSdkMap();
+  }, [bumpSdkMap, evolveRunning]);
   const [sdkLibrary, setSdkLibrary] = useState<{
     page: MemoryLibraryPage | null;
     loading: boolean;
@@ -209,6 +228,7 @@ export function MemorySpace({
   const [sdkLibraryQuery, setSdkLibraryQuery] = useState("");
   const [sdkLibrarySource, setSdkLibrarySource] = useState("");
   const [sdkLibraryOffset, setSdkLibraryOffset] = useState(0);
+  const [sdkRawCursor, setSdkRawCursor] = useState<string | null>(null);
   const [processing, setProcessing] = useState<MemoryProcessingSummary | null>(
     null,
   );
@@ -226,6 +246,10 @@ export function MemorySpace({
         evolve_available: pipelineMode === "ultra",
       }
     : null;
+  const refreshSdkMap = useCallback(() => {
+    if (lite) setSdkRawCursor(null);
+    bumpSdkMap();
+  }, [bumpSdkMap, lite]);
   const requestedQuery = sdkLibraryQuery.trim();
   const sdkPageSettled =
     sdkLibrary.settledMode === pipelineMode &&
@@ -233,18 +257,17 @@ export function MemorySpace({
     sdkLibrary.settledQuery.trim() === requestedQuery &&
     sdkLibrary.page?.offset === sdkLibraryOffset;
   const sdkPage = sdkPageSettled ? sdkLibrary.page : null;
-  const sdkRequestedScope = JSON.stringify([
+  const sdkGraphRequestedScope = JSON.stringify([
     pipelineMode,
-    sdkLibraryQuery.trim(),
     sdkLibrarySource,
   ]);
-  const sdkGraphSettled = sdkGraph?.scope === sdkRequestedScope;
+  const sdkGraphSettled = sdkGraph?.scope === sdkGraphRequestedScope;
   const visibleSdkGraph =
-    sdkGraph?.scope === sdkRequestedScope && sdkGraph.status === "ready"
-      ? sdkGraph.value
-      : null;
+    sdkGraph?.scope === sdkGraphRequestedScope ? sdkGraph.value : null;
   const sdkGraphFailed =
-    sdkGraph?.scope === sdkRequestedScope && sdkGraph.status === "failed";
+    sdkGraph?.scope === sdkGraphRequestedScope &&
+    sdkGraph.status === "failed" &&
+    sdkGraph.value === null;
   // 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.
@@ -276,7 +299,10 @@ export function MemorySpace({
       if (first) setSdkLibrary((current) => ({ ...current, loading: true }));
       try {
         const rememberRaw = (items: RawMapRecord[]) => {
-          const next = new Map<string, RawMapRecord>();
+          const next =
+            sdkRawCursor && rawRecordsScope.current === windowKey
+              ? new Map(rawRecords.current)
+              : new Map<string, RawMapRecord>();
           if (selectedRawRef.current)
             next.set(
               rawRecordId(selectedRawRef.current),
@@ -284,60 +310,39 @@ export function MemorySpace({
             );
           for (const item of items) next.set(rawRecordId(item), item);
           rawRecords.current = next;
+          rawRecordsScope.current = windowKey;
         };
-        const [page, graph] = lite
-          ? await Promise.all([
-              query
-                ? searchSdkRaw(query, {
-                    source,
-                    signal: request.signal,
-                  }).then((items) => {
-                    rememberRaw(items);
-                    return rawSearchPage(items);
-                  })
-                : getSdkRaw({
-                    source,
-                    offset: sdkLibraryOffset,
-                    limit: SDK_MEMORY_PAGE_SIZE,
-                    signal: request.signal,
-                  }).then((rawPage) => {
-                    rememberRaw(rawPage.items);
-                    return rawLibraryPage(rawPage);
-                  }),
-              Promise.resolve({
-                status: "ready" as const,
-                value: null,
-              }),
-            ])
-          : await Promise.all([
-              getSdkMemoryLibrary(
-                {
-                  statuses: ["active"],
-                  source,
-                  query,
-                  offset: sdkLibraryOffset,
-                  limit: SDK_MEMORY_PAGE_SIZE,
-                  windowId: query ? sdkSearchWindow.current.id : null,
-                },
-                request.signal,
-              ).then(sdkLibraryPage),
-              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 }),
-                  ),
-            ]);
+        const page = lite
+          ? query
+            ? await searchSdkRaw(query, {
+                source,
+                signal: request.signal,
+              }).then((items) => {
+                rememberRaw(items);
+                return rawSearchPage(items);
+              })
+            : await getSdkRaw({
+                source,
+                offset: 0,
+                limit: SDK_RAW_PAGE_SIZE,
+                paging: "cursor",
+                cursor: sdkRawCursor,
+                signal: request.signal,
+              }).then((rawPage) => {
+                rememberRaw(rawPage.items);
+                return rawLibraryPage(rawPage);
+              })
+          : await getSdkMemoryLibrary(
+              {
+                statuses: ["active"],
+                source,
+                query,
+                offset: sdkLibraryOffset,
+                limit: SDK_MEMORY_PAGE_SIZE,
+                windowId: query ? sdkSearchWindow.current.id : null,
+              },
+              request.signal,
+            ).then(sdkLibraryPage);
         if (cancelled) return;
         if (!lite && sdkSearchWindow.current.key === windowKey)
           sdkSearchWindow.current = {
@@ -346,17 +351,63 @@ export function MemorySpace({
           };
         // The window expired: the server searched again and answered page 1.
         if (page.window_reset && sdkLibraryOffset !== 0) setSdkLibraryOffset(0);
-        setSdkLibrary({
-          page,
-          loading: false,
-          failed: false,
-          settledSource: sdkLibrarySource,
-          settledQuery: sdkLibraryQuery,
-          settledMode: pipelineMode,
+        setSdkLibrary((current) => {
+          const currentPage = current.page;
+          const append =
+            lite &&
+            sdkRawCursor !== null &&
+            currentPage !== null &&
+            current.settledSource === sdkLibrarySource &&
+            current.settledQuery === sdkLibraryQuery &&
+            current.settledMode === pipelineMode;
+          if (!append)
+            return {
+              page,
+              loading: false,
+              failed: false,
+              settledSource: sdkLibrarySource,
+              settledQuery: sdkLibraryQuery,
+              settledMode: pipelineMode,
+            };
+          const items = [...currentPage.items];
+          const known = new Set(items.map((item) => item.memory_id));
+          for (const item of page.items)
+            if (!known.has(item.memory_id)) {
+              known.add(item.memory_id);
+              items.push(item);
+            }
+          return {
+            page: {
+              ...page,
+              items,
+              total: items.length + (page.has_more ? 1 : 0),
+              offset: 0,
+              source_ids_by_memory: {
+                ...currentPage.source_ids_by_memory,
+                ...page.source_ids_by_memory,
+              },
+              source_time_by_memory: {
+                ...currentPage.source_time_by_memory,
+                ...page.source_time_by_memory,
+              },
+            },
+            loading: false,
+            failed: false,
+            settledSource: sdkLibrarySource,
+            settledQuery: sdkLibraryQuery,
+            settledMode: pipelineMode,
+          };
         });
-        setSdkGraph({ scope: windowKey, ...graph });
-      } catch {
+      } catch (reason) {
         if (cancelled || request.signal.aborted) return;
+        if (
+          lite &&
+          sdkRawCursor !== null &&
+          apiErrorCode(reason) === "raw_cursor_stale"
+        ) {
+          setSdkRawCursor(null);
+          return;
+        }
         setSdkLibrary((current) => ({
           ...current,
           loading: false,
@@ -365,10 +416,13 @@ export function MemorySpace({
       }
     };
     void read(true);
-    const timer = setInterval(() => void read(false), 30_000);
+    const timer =
+      lite && sdkRawCursor !== null
+        ? undefined
+        : setInterval(() => void read(false), 30_000);
     return () => {
       cancelled = true;
-      clearInterval(timer);
+      if (timer !== undefined) clearInterval(timer);
       controller?.abort();
     };
   }, [
@@ -377,9 +431,77 @@ export function MemorySpace({
     sdkLibraryOffset,
     sdkLibraryQuery,
     sdkLibrarySource,
+    sdkRawCursor,
     lite,
     pipelineMode,
   ]);
+  const rawGraphRecords = useRef(new Map<string, RawMapRecord>());
+  useEffect(() => {
+    if (!sdkMapVisible) return;
+    void sdkMapRevision;
+    void sourceKey;
+    const scope = sdkGraphRequestedScope;
+    const source = sdkLibrarySource || undefined;
+    const request = new AbortController();
+    let cancelled = false;
+    let reading = false;
+    const readGraph = async () => {
+      if (reading) return;
+      reading = true;
+      try {
+        if (!lite) {
+          const value = await getSdkMemoryGraph(
+            { source, offset: 0, limit: 300 },
+            request.signal,
+          );
+          if (cancelled) return;
+          setSdkGraph({ scope, status: "ready", value });
+          return;
+        }
+        const page = await getSdkRawGraph({
+          source,
+          offset: 0,
+          limit: 300,
+          signal: request.signal,
+        });
+        if (cancelled) return;
+        rawGraphRecords.current.clear();
+        for (const item of page.items) {
+          const record = rawGraphRecord(item);
+          rawGraphRecords.current.set(rawRecordId(record), record);
+        }
+        setSdkGraph({
+          scope,
+          status: "ready",
+          value: rawGraphProjection(page.items, page.total, sourcesRef.current),
+        });
+      } catch {
+        if (cancelled || request.signal.aborted) return;
+        setSdkGraph((current) => ({
+          scope,
+          status: "failed",
+          value: current?.scope === scope ? current.value : null,
+        }));
+      } finally {
+        reading = false;
+      }
+    };
+    void readGraph();
+    const timer = setInterval(() => void readGraph(), 30_000);
+    return () => {
+      cancelled = true;
+      clearInterval(timer);
+      request.abort();
+    };
+  }, [
+    lite,
+    sdkGraphRequestedScope,
+    sdkLibrarySource,
+    sdkMapRevision,
+    sdkMapVisible,
+    sourceKey,
+  ]);
+  const displayedSdkPage = sdkPage;
   const sdkFilterLabel = [
     sdkLibrary.settledSource
       ? `${t("memory:来源")} ${
@@ -509,10 +631,13 @@ export function MemorySpace({
   }, [active, onArrivalChange]);
   const requestIds = useRef(new Map<string, string>());
   const detailEpoch = useRef(0);
+  const rawDetailController = useRef<AbortController | null>(null);
   const answerEpoch = useRef(0);
   const answerMemories = useRef<AskMemory[]>([]);
   const closeDetail = useCallback(() => {
     detailEpoch.current++;
+    rawDetailController.current?.abort();
+    rawDetailController.current = null;
     setDetail(null);
     setSelectedRaw(null);
     setDetailLoad(null);
@@ -525,6 +650,7 @@ export function MemorySpace({
     rawRecords.current.clear();
     sdkSearchWindow.current = { key: "", id: null };
     setSdkLibraryOffset(0);
+    setSdkRawCursor(null);
     setSdkLibraryQuery("");
     setSdkGraph(null);
     setSdkLibrary((current) => ({
@@ -586,6 +712,8 @@ export function MemorySpace({
       cancelled = true;
       stopProcessing();
       detailEpoch.current++;
+      rawDetailController.current?.abort();
+      rawDetailController.current = null;
       answerEpoch.current++;
       deleteAnswer.current?.(false);
       deleteAnswer.current = null;
@@ -697,11 +825,15 @@ export function MemorySpace({
   async function open(memoryId: string) {
     if (simplified && (!viewActive.current || stale.current)) return;
     const epoch = ++detailEpoch.current;
+    rawDetailController.current?.abort();
+    rawDetailController.current = null;
     setError(null);
     setDetail(null);
     setSelectedRaw(null);
     if (lite) {
-      let record = rawRecords.current.get(memoryId);
+      let record =
+        rawRecords.current.get(memoryId) ??
+        rawGraphRecords.current.get(memoryId);
       if (!record) {
         setDetailLoad({
           memoryId,
@@ -712,6 +844,8 @@ export function MemorySpace({
       }
       if ("kind" in record) {
         setDetailLoad({ memoryId, status: "loading" });
+        const request = new AbortController();
+        rawDetailController.current = request;
         try {
           let offset = 0;
           while (true) {
@@ -720,6 +854,7 @@ export function MemorySpace({
               sessionId: record.session_id || undefined,
               offset,
               limit: 500,
+              signal: request.signal,
             });
             const full = page.items.find(
               (item) => rawRecordId(item) === memoryId,
@@ -734,15 +869,18 @@ export function MemorySpace({
               throw new Error("raw_not_found");
           }
         } catch {
-          if (epoch === detailEpoch.current)
+          if (epoch === detailEpoch.current) {
+            rawDetailController.current = null;
             setDetailLoad({
               memoryId,
               status: "failed",
               error: t("sdk.raw.loadFailed"),
             });
+          }
           return;
         }
         if (epoch !== detailEpoch.current) return;
+        rawDetailController.current = null;
       }
       setSelectedRaw(record);
       setDetail(rawDetail(record));
@@ -804,7 +942,7 @@ export function MemorySpace({
       );
       trace.done("succeeded");
       closeDetail();
-      bumpSdkMap();
+      refreshSdkMap();
     } catch (reason) {
       trace.done(writeTraceStatus(reason), {
         reason: "memory_action_failed",
@@ -833,7 +971,7 @@ export function MemorySpace({
       trace.done("succeeded");
       setDetail(sdkDetail(saved));
       setDraft(sdkEditableText(saved));
-      bumpSdkMap();
+      refreshSdkMap();
     } catch (reason) {
       trace.done(writeTraceStatus(reason), {
         reason: isDefiniteRefusal(reason)
@@ -897,11 +1035,12 @@ export function MemorySpace({
               ? pipelineMode === null
                 ? t("memory:记忆暂时无法读取")
                 : lite
-                  ? sdkPage
-                    ? `${t("memory:原始对话")} · ${tn(
-                        "sdk.raw.found",
-                        sdkPage.total,
-                      )}`
+                  ? displayedSdkPage
+                    ? displayedSdkPage.total_exact === false
+                      ? t("memory:原始对话")
+                      : sdkLibrary.settledQuery.trim()
+                        ? tn("sdk.raw.found", displayedSdkPage.total)
+                        : tn("sdk.raw.total", displayedSdkPage.total)
                     : sdkLibrary.failed
                       ? null
                       : t("memory:正在读取…")
@@ -934,7 +1073,7 @@ export function MemorySpace({
           onSaved={() => {
             // A finished addition is new page content: re-read now rather than
             // leave it for the next poll.
-            bumpSdkMap();
+            refreshSdkMap();
           }}
           onOpenMemory={(id) => {
             if (!simplified) setMode("library");
@@ -1009,6 +1148,11 @@ export function MemorySpace({
           </div>
         )}
       </header>
+      {evolveRunning ? (
+        <p className="memory-evolve-status" role="status">
+          {text(evolveUncertain ? "正在核对整合状态…" : "正在整合记忆…")}
+        </p>
+      ) : null}
       {processing && (!simplified || managementOpen) ? (
         <details className="memory-processing-details">
           <summary>
@@ -1192,21 +1336,30 @@ export function MemorySpace({
             ? {
                 query: sdkLibraryQuery,
                 source: sdkLibrarySource,
-                page: sdkPage,
+                page: displayedSdkPage,
                 loading: sdkLibrary.loading,
-                failed: sdkLibrary.failed,
+                failed: sdkLibrary.failed && !evolveRunning,
                 graphLoading: !sdkGraphSettled,
-                graphFailed: sdkGraphFailed,
+                graphFailed: sdkGraphFailed && !evolveRunning,
                 stale: false,
                 settledSource: sdkLibrary.settledSource,
                 settledQuery: sdkLibrary.settledQuery,
                 requestedOffset: sdkLibraryOffset,
+                cursorPaging: lite && !sdkLibraryQuery.trim(),
+                hasMore: !!sdkPage?.has_more && !!sdkPage?.next_cursor,
                 unattributedSource: UNATTRIBUTED_SOURCE_ID,
                 onQuery: setSdkLibraryQuery,
                 onSource: setSdkLibrarySource,
-                resetPage: () => setSdkLibraryOffset(0),
+                resetPage: () => {
+                  setSdkLibraryOffset(0);
+                  setSdkRawCursor(null);
+                },
                 onPage: (offset) => setSdkLibraryOffset(offset),
-                onRetry: bumpSdkMap,
+                onMore: () => {
+                  if (sdkPage?.next_cursor)
+                    setSdkRawCursor(sdkPage.next_cursor);
+                },
+                onRetry: refreshSdkMap,
               }
             : undefined
         }
@@ -1215,7 +1368,7 @@ export function MemorySpace({
           displayedMode !== "map" ||
           (simplified && pipelineMode === null)
         }
-        memories={sdkPage?.items ?? []}
+        memories={displayedSdkPage?.items ?? []}
         graph={visibleSdkGraph}
         sources={sources}
         processing={processing}

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

@@ -1482,7 +1482,12 @@ describe("ModelSettings", () => {
       ...profile,
       profile_id: "created",
       revision: 1,
-      capabilities,
+      capabilities: {
+        ...capabilities,
+        endpoint_reachable: false,
+        model_available: false,
+        embedding_available: false,
+      },
     };
     profiles = [];
     create.mockImplementation(async () => {
@@ -1491,11 +1496,17 @@ describe("ModelSettings", () => {
     });
     probeProfile.mockResolvedValue({
       profile_id: created.profile_id,
-      profile_revision: created.revision,
+      input_profile_revision: created.revision,
+      profile_revision: 2,
       stages: [],
       capabilities,
     });
-    activate.mockResolvedValue({ ...created, is_active: true });
+    activate.mockResolvedValue({
+      ...created,
+      revision: 2,
+      capabilities,
+      is_active: true,
+    });
     render(<ModelSettings compactSingle onSetupComplete={onSetupComplete} />);
 
     await user.type(screen.getByLabelText("配置名称"), "Current model");
@@ -1504,10 +1515,7 @@ describe("ModelSettings", () => {
     await user.click(screen.getByRole("button", { name: "测试并完成配置" }));
 
     await waitFor(() => expect(onSetupComplete).toHaveBeenCalledOnce());
-    expect(planActivation).toHaveBeenCalledWith(
-      created.profile_id,
-      created.revision,
-    );
+    expect(planActivation).toHaveBeenCalledWith(created.profile_id, 2);
     expect(activate).toHaveBeenCalledWith(created.profile_id);
   });
 

memhub/apps/web/src/ModelSettings.tsx

@@ -27,6 +27,7 @@ import {
   presetForGeneration,
   validateGenerationModel,
 } from "./GenerationModelPrimitives";
+import { modelProfileReady, profileFromProbe } from "./model-profile-readiness";
 import { OptionMenu } from "./OptionMenu";
 import { useOnboardingTranslation } from "./onboarding-language";
 import { PROVIDER_PRESETS } from "./provider-presets";
@@ -174,27 +175,6 @@ function validEndpoint(value: string): boolean {
   }
 }
 
-function ready(
-  profile: ModelProfile,
-  probe: ModelProbeResult | null = null,
-  error: string | null = null,
-): boolean {
-  return (
-    !error &&
-    (!probe ||
-      (probe.profile_id === profile.profile_id &&
-        probe.profile_revision === profile.revision &&
-        probe.capabilities.endpoint_reachable &&
-        probe.capabilities.model_available &&
-        probe.capabilities.embedding_available)) &&
-    profile.credential_state !== "unavailable" &&
-    !(profile.has_configured_api_key && !profile.has_api_key) &&
-    profile.capabilities.endpoint_reachable &&
-    profile.capabilities.model_available &&
-    profile.capabilities.embedding_available
-  );
-}
-
 function endpointLabel(value: string | null): string {
   if (!value) return "未提供接口地址";
   try {
@@ -467,7 +447,11 @@ export function ModelSettings({
     technicalTouched.current.clear();
   };
   const isReady = (profile: ModelProfile) =>
-    ready(profile, models.probeFor(profile), models.probeErrorFor(profile));
+    modelProfileReady(
+      profile,
+      models.probeFor(profile),
+      models.probeErrorFor(profile),
+    );
 
   function editProfile(profile: ModelProfile) {
     if (ownerLocked) return;
@@ -626,7 +610,7 @@ export function ModelSettings({
       !active ||
       active.profile_id !== profile.profile_id ||
       !active.is_active ||
-      !ready(active, result)
+      !modelProfileReady(active, result)
     ) {
       setSetupError("配置已保存，尚未确认启用成功。请核对配置后重试。");
       return false;
@@ -640,38 +624,15 @@ export function ModelSettings({
     setSetupPhase("testing");
     const result = await models.probeProfile(profile.profile_id);
     if (!alive.current) return false;
-    if (
-      result &&
-      result.profile_id === profile.profile_id &&
-      result.profile_revision !== profile.revision
-    ) {
-      // A newer revision used to be accepted here, and then activation turned
-      // on whatever the configuration had become. The user is told the
-      // settings they filled in passed, so this hands them a model they never
-      // tested. `ready` below cannot catch it either: by then the probe and
-      // the activated profile are both on the new revision and agree.
-      setSetupError(
-        result.profile_revision > profile.revision
-          ? "这份配置在测试期间被改过，刚才测的是改动后的版本。配置已保存但未启用，请重新测试并启用。"
-          : "测试结果来自这份配置更早的版本。配置已保存但未启用，请重新测试并启用。",
-      );
-      return false;
-    }
-    if (
-      !result ||
-      result.profile_id !== profile.profile_id ||
-      result.profile_revision !== profile.revision ||
-      !result.capabilities.endpoint_reachable ||
-      !result.capabilities.model_available ||
-      !result.capabilities.embedding_available
-    ) {
+    const testedProfile = profileFromProbe(profile, result);
+    if (!testedProfile || !modelProfileReady(testedProfile, result ?? null)) {
       setSetupError(
         "配置已保存，连接测试未通过。请核对配置后重试，历史对话尚未发送。",
       );
       setFields(probeFieldErrors(result));
       return false;
     }
-    return activateWithPlan(profile, result);
+    return activateWithPlan(testedProfile, result ?? null);
   }
 
   async function activateTested(profile: ModelProfile) {
@@ -1940,7 +1901,11 @@ function PresetProfileCard({
           </button>
           <button
             type="button"
-            disabled={busy || !canEnable || !ready(profile, probe, probeError)}
+            disabled={
+              busy ||
+              !canEnable ||
+              !modelProfileReady(profile, probe, probeError)
+            }
             onClick={onActivate}
           >
             {text("设为当前模型")}

memhub/apps/web/src/OnboardingFlow.discovery.test.tsx

@@ -10,13 +10,33 @@ import type { ImportSourcesController } from "./use-import-sources";
 
 vi.mock("./api", () => ({
   completeOnboarding: vi.fn(),
+  getEvolveSchedule: vi.fn().mockResolvedValue({
+    enabled: true,
+    time: "03:00",
+  }),
+  getModelProfiles: vi.fn().mockResolvedValue([]),
+  setEvolveSchedule: vi.fn(),
+  memoryModePlanUnsupported: vi.fn(() => false),
   getMemoryMode: vi.fn().mockResolvedValue({
     mode: "pro",
     configured_mode: "pro",
     explicitly_configured: false,
   }),
   setMemoryMode: vi.fn().mockResolvedValue({ mode: "pro" }),
-  planMemoryMode: vi.fn().mockResolvedValue({ blockers: [] }),
+  planMemoryMode: vi.fn().mockImplementation(async (target) => ({
+    current: "lite",
+    target,
+    effective_target: target,
+    capabilities: {
+      content_plane: target === "lite" ? "raw" : "memory",
+      generation_required: target !== "lite",
+      graph_enabled: target === "ultra",
+      evolve_available: target === "ultra",
+    },
+    effects: [],
+    warnings: [],
+    blockers: target === "lite" ? [] : ["active_model_required"],
+  })),
   putOnboardingProgress: vi.fn().mockResolvedValue({ model_profile_id: null }),
   patchOnboardingProgress: vi.fn().mockResolvedValue({}),
 }));
@@ -136,13 +156,12 @@ it("moves from import to the actual third step without completing onboarding", a
   );
   await userEvent.click(screen.getByRole("button", { name: "进入第三步" }));
   await userEvent.click(screen.getByRole("radio", { name: /pro/i }));
-  await userEvent.click(screen.getByRole("button", { name: "继续配置模型" }));
+  await userEvent.click(screen.getByRole("button", { name: "配置模型" }));
   expect(screen.getByRole("heading", { name: "第三步模型页面" })).toBeTruthy();
   expect(completeOnboarding).not.toHaveBeenCalled();
   expect(finish).not.toHaveBeenCalled();
   await userEvent.click(screen.getByRole("button", { name: "返回第二步" }));
-  await userEvent.click(screen.getByRole("button", { name: "返回导入" }));
-  expect(screen.getByText("Import accepted")).toBeTruthy();
+  expect(screen.getByRole("heading", { name: "选择记忆模式" })).toBeTruthy();
   expect(completeOnboarding).not.toHaveBeenCalled();
 });
 
@@ -161,7 +180,7 @@ it("lets an empty first-time user enter without granting or importing a source",
       onFinish={finish}
     />,
   );
-  const skip = await screen.findByRole("button", { name: "稍后添加，先进入" });
+  const skip = await screen.findByRole("button", { name: "选择记忆模式" });
   await waitFor(() => expect((skip as HTMLButtonElement).disabled).toBe(false));
   await userEvent.click(skip);
   await userEvent.click(screen.getByRole("radio", { name: /lite/i }));
@@ -184,7 +203,7 @@ it("retains explicit retry or enter when saving the skipped onboarding fails", a
       onFinish={finish}
     />,
   );
-  const skip = await screen.findByRole("button", { name: "稍后添加，先进入" });
+  const skip = await screen.findByRole("button", { name: "选择记忆模式" });
   await waitFor(() => expect((skip as HTMLButtonElement).disabled).toBe(false));
   await userEvent.click(skip);
   await userEvent.click(screen.getByRole("radio", { name: /lite/i }));
@@ -273,7 +292,9 @@ it("freezes the explicitly submitted source list when a later source arrives", a
         resolveRefresh = resolve;
       }),
   );
-  await userEvent.click(screen.getByRole("button", { name: "开始导入" }));
+  await userEvent.click(
+    await screen.findByRole("button", { name: "开始导入" }),
+  );
   const lateSources = [source("workbuddy"), source("codex")];
   rendered.rerender(view({ ...imports, sources: lateSources }));
   expect(checkbox("codex").checked).toBe(false);

memhub/apps/web/src/OnboardingFlow.language.test.tsx

@@ -24,6 +24,12 @@ import type { ImportSourcesController } from "./use-import-sources";
 
 vi.mock("./api", () => ({
   completeOnboarding: vi.fn(),
+  getEvolveSchedule: vi.fn().mockResolvedValue({
+    enabled: true,
+    time: "03:00",
+  }),
+  setEvolveSchedule: vi.fn(),
+  memoryModePlanUnsupported: vi.fn(() => false),
   getModelProfiles: vi.fn(),
   getMemoryMode: vi.fn().mockResolvedValue({
     mode: "pro",
@@ -31,7 +37,20 @@ vi.mock("./api", () => ({
     explicitly_configured: false,
   }),
   setMemoryMode: vi.fn().mockResolvedValue({ mode: "pro" }),
-  planMemoryMode: vi.fn().mockResolvedValue({ blockers: [] }),
+  planMemoryMode: vi.fn().mockResolvedValue({
+    current: "pro",
+    target: "lite",
+    effective_target: "lite",
+    capabilities: {
+      content_plane: "raw",
+      generation_required: false,
+      graph_enabled: false,
+      evolve_available: false,
+    },
+    effects: [],
+    warnings: [],
+    blockers: [],
+  }),
   putOnboardingProgress: vi.fn().mockResolvedValue({ model_profile_id: null }),
   patchOnboardingProgress: vi.fn().mockResolvedValue({}),
 }));
@@ -192,10 +211,10 @@ it("translates discovery, progress and privacy without importing or authorizing
     }),
   ).toBeTruthy();
   expect(
-    screen.getByText(
+    screen.queryByText(
       "Antes de confirmar, solo se comprueba la información de las aplicaciones. No se leen conversaciones ni se instalan conexiones.",
     ),
-  ).toBeTruthy();
+  ).toBeNull();
   expect(
     screen.getByText("/fixture/cursor · Ubicación predeterminada"),
   ).toBeTruthy();
@@ -270,10 +289,10 @@ it("translates import review and preserves independent permission disclosure", a
     }),
   ).toBeTruthy();
   expect(
-    screen.getByText(
+    screen.queryByText(
       "A continuación, elige un modo de memoria. Podrás cambiarlo más adelante en Configuración.",
     ),
-  ).toBeTruthy();
+  ).toBeNull();
   expect(
     screen.getByRole("region", {
       name: "Progreso de importación de las aplicaciones",
@@ -305,16 +324,15 @@ it("uses compact Spanish actions and preserves Chinese copy and permissions", as
     }),
   ).toBeTruthy();
   expect(
-    screen.getByText(/A continuación, elige un modo de memoria/),
-  ).toBeTruthy();
+    screen.queryByText(/A continuación, elige un modo de memoria/),
+  ).toBeNull();
   expect(
     screen.getByText(/Solo para las apps seleccionadas y compatibles/),
   ).toBeTruthy();
-  expect(screen.getByText(/Si una falla, las demás siguen/)).toBeTruthy();
   fireEvent.click(screen.getByText("中文"));
   expect(screen.getByRole("button", { name: "选择记忆模式" })).toBeTruthy();
   expect(navigation.textContent).toContain("连接应用");
-  expect(screen.getByText(/下一步选择记忆模式/)).toBeTruthy();
+  expect(screen.queryByText(/下一步选择记忆模式/)).toBeNull();
   expect(next).not.toHaveBeenCalled();
   expect(draft).not.toHaveBeenCalled();
 });
@@ -406,6 +424,12 @@ it("translates completion recovery live without repeating completion writes", as
     new Error("fixture-offline"),
   );
   const imports = controller();
+  imports.sources = [];
+  vi.mocked(imports.refresh).mockResolvedValue({
+    sources: [],
+    jobs: [],
+    health: null as never,
+  });
   const finish = vi.fn();
   render(
     <LanguageProvider>
@@ -415,11 +439,11 @@ it("translates completion recovery live without repeating completion writes", as
   );
   await waitFor(() =>
     expect(
-      screen.getByRole("button", { name: "Entrar y añadir más tarde" }),
+      screen.getByRole("button", { name: "Elegir el modo de memoria" }),
     ).toHaveProperty("disabled", false),
   );
   fireEvent.click(
-    screen.getByRole("button", { name: "Entrar y añadir más tarde" }),
+    screen.getByRole("button", { name: "Elegir el modo de memoria" }),
   );
   fireEvent.click(screen.getByRole("radio", { name: /lite/i }));
   fireEvent.click(screen.getByRole("button", { name: "Entrar con Lite" }));

memhub/apps/web/src/OnboardingFlow.multisource-recovery.test.tsx

@@ -26,13 +26,32 @@ vi.mock("./api", () => ({
   getImportJobs: vi.fn(),
   connectSources: vi.fn(),
   completeOnboarding: vi.fn(),
+  getEvolveSchedule: vi.fn().mockResolvedValue({
+    enabled: true,
+    time: "03:00",
+  }),
+  setEvolveSchedule: vi.fn(),
+  memoryModePlanUnsupported: vi.fn(() => false),
   getMemoryMode: vi.fn().mockResolvedValue({
     mode: "pro",
     configured_mode: "pro",
     explicitly_configured: false,
   }),
   setMemoryMode: vi.fn().mockResolvedValue({ mode: "pro" }),
-  planMemoryMode: vi.fn().mockResolvedValue({ blockers: [] }),
+  planMemoryMode: vi.fn().mockResolvedValue({
+    current: "pro",
+    target: "lite",
+    effective_target: "lite",
+    capabilities: {
+      content_plane: "raw",
+      generation_required: false,
+      graph_enabled: false,
+      evolve_available: false,
+    },
+    effects: [],
+    warnings: [],
+    blockers: [],
+  }),
   putOnboardingProgress: vi.fn().mockResolvedValue({ model_profile_id: null }),
   patchOnboardingProgress: vi.fn().mockResolvedValue({}),
   getSourceConnection: vi.fn(),
@@ -159,8 +178,23 @@ beforeEach(() => {
   } as never);
   vi.mocked(api.setMemoryMode).mockResolvedValue({ mode: "pro" } as never);
   vi.mocked(api.planMemoryMode).mockResolvedValue({
+    current: "pro",
+    target: "lite",
+    effective_target: "lite",
+    capabilities: {
+      content_plane: "raw",
+      generation_required: false,
+      graph_enabled: false,
+      evolve_available: false,
+    },
+    effects: [],
+    warnings: [],
     blockers: [],
   } as never);
+  vi.mocked(api.getEvolveSchedule).mockResolvedValue({
+    enabled: true,
+    time: "03:00",
+  });
   vi.mocked(api.putOnboardingProgress).mockResolvedValue(state);
   vi.mocked(api.patchOnboardingProgress).mockResolvedValue(state);
   localStorage.clear();
@@ -313,11 +347,11 @@ it("keeps the single-source submit frozen when another source arrives during fin
 it("empty discovery shows zero and allows explicit entry without a connection request", async () => {
   await ready();
   await waitFor(() => expect(count()).toBe("0"));
-  expect(screen.getByRole("button", { name: "开始导入" })).toHaveProperty(
+  expect(screen.getByRole("button", { name: "选择记忆模式" })).toHaveProperty(
     "disabled",
-    true,
+    false,
   );
-  fireEvent.click(screen.getByRole("button", { name: "稍后添加，先进入" }));
+  fireEvent.click(screen.getByRole("button", { name: "选择记忆模式" }));
   fireEvent.click(screen.getByRole("radio", { name: /lite/i }));
   fireEvent.click(screen.getByRole("button", { name: "使用 Lite 进入" }));
   await waitFor(() =>
@@ -363,13 +397,7 @@ it("partial acceptance preserves the successful job and failure through model-st
     "accepted-job:completed",
   );
   fireEvent.click(screen.getByRole("button", { name: "继续配置模型" }));
-  fireEvent.click(await screen.findByRole("button", { name: "返回导入" }));
-  expect(screen.getByLabelText("保留任务").textContent).toBe(
-    "accepted-job:completed",
-  );
-  expect(screen.getByLabelText("失败来源").textContent).toBe("cursor");
   expect(api.completeOnboarding).not.toHaveBeenCalled();
-  fireEvent.click(screen.getByRole("button", { name: "进入应用" }));
   fireEvent.click(screen.getByRole("radio", { name: /lite/i }));
   fireEvent.click(screen.getByRole("button", { name: "使用 Lite 进入" }));
   await waitFor(() =>

memhub/apps/web/src/OnboardingFlow.r6.test.tsx

@@ -15,6 +15,12 @@ import type { ImportSourcesController } from "./use-import-sources";
 
 vi.mock("./api", () => ({
   completeOnboarding: vi.fn(),
+  getEvolveSchedule: vi.fn().mockResolvedValue({
+    enabled: true,
+    time: "03:00",
+  }),
+  setEvolveSchedule: vi.fn(),
+  memoryModePlanUnsupported: vi.fn(() => false),
   getMemoryMode: vi.fn().mockResolvedValue({
     mode: "pro",
     configured_mode: "pro",
@@ -119,7 +125,7 @@ it("renders the final shell, double title, step one, branded rows and exact sour
   expect(
     screen.getByRole("heading", { name: "把熟悉的背景，带到这里" }),
   ).toBeTruthy();
-  expect(screen.getByText("你的记忆，从这里接上")).toBeTruthy();
+  expect(screen.queryByText("你的记忆，从这里接上")).toBeNull();
   expect(
     screen
       .getByRole("navigation", { name: "首次设置进度" })
@@ -127,8 +133,8 @@ it("renders the final shell, double title, step one, branded rows and exact sour
   ).toContain("导入历史");
   expect(screen.getByRole("heading", { name: "本机 AI 应用" })).toBeTruthy();
   expect(
-    screen.getByText("确认前只检查应用信息，不读取对话，也不安装连接。"),
-  ).toBeTruthy();
+    screen.queryByText("确认前只检查应用信息，不读取对话，也不安装连接。"),
+  ).toBeNull();
   expect(screen.queryByRole("button", { name: "导入历史包" })).toBeNull();
   expect(screen.getByText("/fixture/workbuddy · 默认位置")).toBeTruthy();
   expect(
@@ -343,7 +349,7 @@ it("custom source cancel does not grant or select and accepted import retains re
   expect(
     (screen.getByLabelText("导入 codex 历史") as HTMLInputElement).checked,
   ).toBe(false);
-  fireEvent.click(screen.getByRole("button", { name: "开始导入" }));
+  fireEvent.click(await screen.findByRole("button", { name: "开始导入" }));
   await screen.findByText("已受理 workbuddy");
   expect(vi.mocked(imports.connectForOnboarding).mock.calls[0]?.[0]).toEqual([
     "workbuddy",
@@ -367,7 +373,7 @@ it("does not submit authorization when the first-step owner leaves during final
       done = resolve;
     }),
   );
-  fireEvent.click(screen.getByRole("button", { name: "开始导入" }));
+  fireEvent.click(await screen.findByRole("button", { name: "开始导入" }));
   view.unmount();
   await act(async () =>
     done({

memhub/apps/web/src/OnboardingFlow.tsx

@@ -1,9 +1,12 @@
 import type {
   ConnectSourcesResponse,
+  EvolveSchedule,
   ImportJob,
+  OnboardingModeIntent,
   OnboardingState,
   SourceResponse,
 } from "@one-memory/contracts";
+import { legacyMemoryModePlan } from "@one-memory/operations";
 import { Check, X } from "lucide-react";
 import {
   type CSSProperties,
@@ -18,10 +21,14 @@ import {
 import {
   apiErrorCode,
   completeOnboarding,
+  getEvolveSchedule,
   getMemoryMode,
+  getModelProfiles,
+  memoryModePlanUnsupported,
   patchOnboardingProgress,
   planMemoryMode,
   putOnboardingProgress,
+  setEvolveSchedule,
   setMemoryMode,
 } from "./api";
 import { AppMark } from "./app-mark";
@@ -34,24 +41,29 @@ import {
   defaultHostSourceIds,
   FirstImportReview,
   type ImportConnectionDraft,
+  type ImportSubmissionState,
 } from "./FirstImportReview";
 import {
   enableHostConnection,
   hostCapabilities,
   hostWriteReason,
 } from "./host-state";
-import { MemoryModeChoiceList } from "./MemoryModeChoiceList";
+import { MemoryModeCards } from "./MemoryModeCards";
+import { BLOCKER_COPY } from "./memory-mode-ui";
 import { OnboardingModelController } from "./OnboardingModelController";
 import { useOnboardingTranslation } from "./onboarding-language";
 import { R6ColdStartFrame } from "./R6ColdStartFrame";
 import { R6Button } from "./R6Controls";
 import { traceUiAction } from "./ui-trace";
-import type { ImportSourcesController } from "./use-import-sources";
+import {
+  type ImportSourcesController,
+  isDefiniteAccessRefusal,
+} from "./use-import-sources";
 import { isDefiniteRefusal } from "./write-outcome";
 import "./cold-start.css";
 
 export type OnboardingDestination = "memory" | "sources" | "settings";
-type OnboardingMemoryMode = "lite" | "pro";
+type OnboardingMemoryMode = OnboardingModeIntent;
 
 // Cold start neither reads nor writes installation intent.
 export const PLUGIN_CONSENT_KEY = "one-memory.consent.plugins";
@@ -112,9 +124,8 @@ export function OnboardingFlow({
   const [locationCheck, setLocationCheck] = useState<LocationCheck>("checking");
   const [selected, setSelected] = useState<SourceResponse[]>([]);
   const [custom, setCustom] = useState<SourceResponse | null>(null);
-  const [busy, setBusy] = useState<
-    "checking" | "submitting" | "leaving" | null
-  >(null);
+  const [busy, setBusy] = useState<"checking" | "submitting" | null>(null);
+  const [completionBusy, setCompletionBusy] = useState(false);
   const [error, setError] = useState<string | null>(null);
   const [itemErrors, setItemErrors] = useState<Record<string, string>>({});
   const [exitDestination, setExitDestination] =
@@ -124,8 +135,12 @@ export function OnboardingFlow({
   const [startingImport, setStartingImport] = useState<SourceResponse[] | null>(
     null,
   );
+  const [importSubmissionState, setImportSubmissionState] =
+    useState<ImportSubmissionState>("confirmed");
   const resumedStep =
-    state.mode_intent === "pro" && state.setup_step === "model"
+    state.mode_intent &&
+    state.mode_intent !== "lite" &&
+    state.setup_step === "model"
       ? "model"
       : state.mode_intent
         ? "mode"
@@ -138,8 +153,20 @@ export function OnboardingFlow({
   );
   const [modeDestination, setModeDestination] =
     useState<OnboardingDestination>("sources");
-  const [modeSaving, setModeSaving] = useState(false);
+  const [modePhase, setModePhase] = useState<"idle" | "saving" | "completing">(
+    "idle",
+  );
+  const modeSaving = modePhase !== "idle";
   const [modeError, setModeError] = useState<string | null>(null);
+  const [knownMode, setKnownMode] = useState<OnboardingMemoryMode>("pro");
+  const [ultraSchedule, setUltraSchedule] = useState<EvolveSchedule>({
+    enabled: true,
+    time: "03:00",
+  });
+  const [scheduleLoaded, setScheduleLoaded] = useState(false);
+  const [scheduleReadFailed, setScheduleReadFailed] = useState(false);
+  const [scheduleLoading, setScheduleLoading] = useState(true);
+  const scheduleReadOperation = useRef(0);
   const [modeFocusToken, setModeFocusToken] = useState(
     resumedStep === "mode" ? 1 : 0,
   );
@@ -181,7 +208,10 @@ export function OnboardingFlow({
             )
             .join("、"),
         });
-  const flight = useRef(false);
+  const sourceFlight = useRef(false);
+  const modeOperation = useRef(0);
+  const proConfirmationOwner = useRef<string | null>(null);
+  const completionFlight = useRef(false);
   const connectionAttempt = useRef<string | null>(null);
   const connectionQueue = useRef(Promise.resolve());
   const connectionQueueDepth = useRef(0);
@@ -368,20 +398,24 @@ export function OnboardingFlow({
       selected.some((chosen) => chosen.source_id === item.source_id),
     );
   const locked =
-    busy !== null || exitDestination !== null || state.status === "importing";
+    busy !== null ||
+    completionBusy ||
+    exitDestination !== null ||
+    state.status === "importing";
 
   useEffect(() => {
     alive.current = true;
     const modeTicket = issueConfirmedModeTicket("onboarding");
     void getMemoryMode().then(
       (memoryMode) => {
-        if (alive.current)
+        if (alive.current) {
           commitConfirmedMemoryMode(memoryMode.mode, modeTicket);
+          setKnownMode(memoryMode.mode);
+        }
         if (
           alive.current &&
           !modeChoiceTouched.current &&
-          memoryMode.explicitly_configured &&
-          memoryMode.configured_mode !== "ultra"
+          memoryMode.explicitly_configured
         )
           setModeChoice(memoryMode.configured_mode);
       },
@@ -394,6 +428,35 @@ export function OnboardingFlow({
     };
   }, []);
 
+  const refreshUltraSchedule = useCallback(async () => {
+    const operation = ++scheduleReadOperation.current;
+    setScheduleLoaded(false);
+    setScheduleLoading(true);
+    try {
+      const schedule = await getEvolveSchedule();
+      if (!alive.current || scheduleReadOperation.current !== operation) return;
+      if (!schedule) return;
+      setUltraSchedule(schedule);
+      setScheduleLoaded(true);
+      setScheduleReadFailed(false);
+      setModeError((current) =>
+        current === "记忆模式状态暂时无法读取，请重试。" ? null : current,
+      );
+    } catch {
+      if (alive.current && scheduleReadOperation.current === operation) {
+        setScheduleLoaded(false);
+        setScheduleReadFailed(true);
+      }
+    } finally {
+      if (alive.current && scheduleReadOperation.current === operation)
+        setScheduleLoading(false);
+    }
+  }, []);
+
+  useEffect(() => {
+    void refreshUltraSchedule();
+  }, [refreshUltraSchedule]);
+
   useEffect(() => {
     setSources(imports.sources);
   }, [imports.sources]);
@@ -456,7 +519,7 @@ export function OnboardingFlow({
       locationCheck !== "ready" ||
       locked ||
       reviewingImport ||
-      flight.current
+      sourceFlight.current
     )
       return;
     if (!scopeMatches(selected, sources)) return;
@@ -483,17 +546,24 @@ export function OnboardingFlow({
     [onFinish],
   );
 
-  const enterModelStep = useCallback(() => {
-    intentRef.current = "pro";
-    setupStepRef.current = "model";
-    const token = ++modelGeneration.current;
-    setModelGenerationToken(token);
-    setVisitedModel(true);
-    setSetupStep("model");
-  }, []);
+  const enterModelStep = useCallback(
+    (mode: Exclude<OnboardingMemoryMode, "lite"> = "pro") => {
+      intentRef.current = mode;
+      setupStepRef.current = "model";
+      const token = ++modelGeneration.current;
+      setModelGenerationToken(token);
+      setVisitedModel(true);
+      setSetupStep("model");
+    },
+    [],
+  );
 
   const leaveModelStep = useCallback(
-    (nextIntent: OnboardingMemoryMode, nextStep: "review" | "mode") => {
+    (
+      nextIntent: OnboardingMemoryMode,
+      nextStep: "review" | "mode",
+      resetModePhase = true,
+    ) => {
       // This fence is synchronous: hidden model work must observe invalidation
       // before React renders the replacement step.
       modelGeneration.current += 1;
@@ -502,7 +572,10 @@ export function OnboardingFlow({
       setModeChoice(nextIntent);
       setSetupStep(nextStep);
       if (nextStep === "mode") setModeFocusToken((value) => value + 1);
-      setModeSaving(false);
+      if (resetModePhase) {
+        modeOperation.current += 1;
+        setModePhase("idle");
+      }
     },
     [],
   );
@@ -611,12 +684,15 @@ export function OnboardingFlow({
 
   const leave = useCallback(
     async (destination: OnboardingDestination) => {
-      if (flight.current || finished.current) return;
-      flight.current = true;
-      setBusy("leaving");
-      await persistFinish(destination);
-      flight.current = false;
-      if (alive.current) setBusy(null);
+      if (completionFlight.current || finished.current) return;
+      completionFlight.current = true;
+      setCompletionBusy(true);
+      try {
+        await persistFinish(destination);
+      } finally {
+        completionFlight.current = false;
+        if (alive.current) setCompletionBusy(false);
+      }
     },
     [persistFinish],
   );
@@ -624,7 +700,8 @@ export function OnboardingFlow({
   const requestModeChoice = useCallback(
     (destination: OnboardingDestination) => {
       if (finished.current) return;
-      if (setupStepRef.current === "model") leaveModelStep("pro", "mode");
+      if (setupStepRef.current === "model")
+        leaveModelStep(intentRef.current === "ultra" ? "ultra" : "pro", "mode");
       else {
         intentRef.current = modeChoice;
         setupStepRef.current = "mode";
@@ -639,30 +716,97 @@ export function OnboardingFlow({
     [leaveModelStep, modeChoice],
   );
 
+  const loadModePlan = useCallback(
+    async (target: OnboardingMemoryMode) => {
+      try {
+        return await planMemoryMode(target);
+      } catch (reason) {
+        if (!memoryModePlanUnsupported(reason)) throw reason;
+        const profiles = await getModelProfiles();
+        return legacyMemoryModePlan(knownMode, target, {
+          hasActiveModel: profiles.some((profile) => profile.is_active),
+        });
+      }
+    },
+    [knownMode],
+  );
+
   const saveModeChoice = useCallback(async () => {
-    if (
-      !modeChoice ||
-      modeSaving ||
-      finished.current ||
-      (modeChoice === "lite" && flight.current)
-    )
-      return;
-    setModeSaving(true);
+    if (!modeChoice || modeSaving || finished.current || completionBusy) return;
+    const operation = ++modeOperation.current;
+    const ownsModeOperation = () =>
+      alive.current && !finished.current && modeOperation.current === operation;
+    setModePhase("saving");
     setModeError(null);
     const modeTicket = issueConfirmedModeTicket("onboarding");
     try {
-      if (modeChoice === "pro") {
-        intentRef.current = "pro";
+      if (modeChoice !== "lite") {
+        const target = modeChoice;
+        const [plan, profiles] = await Promise.all([
+          loadModePlan(target),
+          getModelProfiles(),
+        ]);
+        if (!ownsModeOperation()) return;
+        const hasActiveModel = profiles.some((profile) => profile.is_active);
+        if (target === "ultra" && !scheduleLoaded) {
+          setModeError(
+            scheduleReadFailed
+              ? "记忆模式状态暂时无法读取，请重试。"
+              : "正在读取记忆模式…",
+          );
+          return;
+        }
+        const blocking = plan.blockers.filter(
+          (blocker) => blocker !== "active_model_required",
+        );
+        if (blocking.length > 0) {
+          setModeError(
+            blocking.map((blocker) => BLOCKER_COPY[blocker]).join(" "),
+          );
+          return;
+        }
+        intentRef.current = target;
         setupStepRef.current = "mode";
         const selectionStillCurrent = () =>
-          alive.current &&
-          !finished.current &&
-          intentRef.current === "pro" &&
+          ownsModeOperation() &&
+          intentRef.current === target &&
           setupStepRef.current === "mode";
+        if (
+          hasActiveModel &&
+          !plan.blockers.includes("active_model_required")
+        ) {
+          const changed = await queueModeWrite(target, selectionStillCurrent);
+          if (!selectionStillCurrent()) return;
+          commitConfirmedMemoryMode(changed.mode, modeTicket);
+          setKnownMode(changed.mode);
+          if (target === "ultra") {
+            try {
+              await setEvolveSchedule(ultraSchedule);
+            } catch {
+              if (selectionStillCurrent())
+                setModeError("自动整合设置未能保存，请重试。");
+              return;
+            }
+            if (!selectionStillCurrent()) return;
+          }
+          await queueProgressWrite(
+            () =>
+              putOnboardingProgress({
+                mode_intent: target,
+                setup_step: "mode",
+                model_profile_id: null,
+              }),
+            selectionStillCurrent,
+          );
+          if (!selectionStillCurrent()) return;
+          setModePhase("completing");
+          await leave(modeDestination);
+          return;
+        }
         const savedProgress = await queueProgressWrite(
           () =>
             putOnboardingProgress({
-              mode_intent: "pro",
+              mode_intent: target,
               setup_step: "model",
               model_profile_id: modelProfileId.current,
             }),
@@ -670,15 +814,26 @@ export function OnboardingFlow({
         );
         if (!selectionStillCurrent()) return;
         modelProfileId.current = savedProgress.model_profile_id;
-        enterModelStep();
+        enterModelStep(target);
         return;
       }
-      leaveModelStep("lite", "mode");
+      leaveModelStep("lite", "mode", false);
       const liteStillCurrent = () =>
-        alive.current &&
-        !finished.current &&
+        ownsModeOperation() &&
         intentRef.current === "lite" &&
         setupStepRef.current === "mode";
+      const plan = await loadModePlan("lite");
+      if (!liteStillCurrent()) return;
+      if (plan.blockers.length > 0) {
+        setModeError(
+          plan.blockers.map((blocker) => BLOCKER_COPY[blocker]).join(" "),
+        );
+        return;
+      }
+      const changed = await queueModeWrite("lite", liteStillCurrent);
+      if (!liteStillCurrent()) return;
+      commitConfirmedMemoryMode(changed.mode, modeTicket);
+      setKnownMode(changed.mode);
       await queueProgressWrite(
         () =>
           putOnboardingProgress({
@@ -688,19 +843,17 @@ export function OnboardingFlow({
           }),
         liteStillCurrent,
       );
-      if (!alive.current) return;
-      const changed = await queueModeWrite("lite");
-      if (!alive.current) return;
-      commitConfirmedMemoryMode(changed.mode, modeTicket);
+      if (!liteStillCurrent()) return;
+      setModePhase("completing");
       await leave(modeDestination);
     } catch (reason) {
       if (isCompletedProgressConflict(reason)) {
         finishOnce(modeDestination);
-      } else if (alive.current) {
+      } else if (ownsModeOperation() && !isGenerationInvalid(reason)) {
         setModeError("模式未能保存。你的选择已保留，请重试。");
       }
     } finally {
-      if (alive.current) setModeSaving(false);
+      if (ownsModeOperation()) setModePhase("idle");
     }
   }, [
     enterModelStep,
@@ -709,9 +862,14 @@ export function OnboardingFlow({
     modeChoice,
     modeDestination,
     modeSaving,
+    completionBusy,
     finishOnce,
+    loadModePlan,
     queueModeWrite,
     queueProgressWrite,
+    scheduleLoaded,
+    scheduleReadFailed,
+    ultraSchedule,
   ]);
 
   const persistModelProfile = useCallback(
@@ -729,58 +887,101 @@ export function OnboardingFlow({
     [queueProgressWrite],
   );
 
-  const confirmProMode = useCallback(
+  const confirmModelMode = useCallback(
     async (token: number, ownerProfileId: string) => {
+      const target = intentRef.current;
+      if (target !== "pro" && target !== "ultra") return;
+      if (target === "ultra" && !scheduleLoaded) {
+        leaveModelStep("ultra", "mode");
+        setModeError(
+          scheduleReadFailed
+            ? "记忆模式状态暂时无法读取，请重试。"
+            : "正在读取记忆模式…",
+        );
+        return;
+      }
+      const confirmationOwner = `${token}:${ownerProfileId}:${target}`;
       const ownsModelStep = () =>
         alive.current &&
         !finished.current &&
         modelGeneration.current === token &&
-        intentRef.current === "pro" &&
+        intentRef.current === target &&
         setupStepRef.current === "model" &&
         modelProfileId.current === ownerProfileId;
-      if (!ownsModelStep()) return;
-      setModeSaving(true);
+      if (
+        !ownsModelStep() ||
+        proConfirmationOwner.current === confirmationOwner ||
+        completionBusy
+      )
+        return;
+      proConfirmationOwner.current = confirmationOwner;
+      const operation = ++modeOperation.current;
+      const ownsConfirmation = () =>
+        ownsModelStep() && modeOperation.current === operation;
+      setModePhase("saving");
       setModeError(null);
       const modeTicket = issueConfirmedModeTicket("onboarding");
       try {
-        const plan = await planMemoryMode("pro");
-        if (!ownsModelStep()) return;
+        const plan = await loadModePlan(target);
+        if (!ownsConfirmation()) return;
         if (plan.blockers.length > 0) throw new Error(plan.blockers.join(","));
-        const changed = await queueModeWrite("pro", ownsModelStep);
-        if (!ownsModelStep()) return;
+        const changed = await queueModeWrite(target, ownsConfirmation);
+        if (!ownsConfirmation()) return;
         commitConfirmedMemoryMode(changed.mode, modeTicket);
+        setKnownMode(changed.mode);
+        if (target === "ultra") {
+          try {
+            await setEvolveSchedule(ultraSchedule);
+          } catch {
+            if (ownsConfirmation()) {
+              leaveModelStep("ultra", "mode");
+              setModeError("自动整合设置未能保存，请重试。");
+            }
+            return;
+          }
+          if (!ownsConfirmation()) return;
+        }
         await queueProgressWrite(
           () =>
             putOnboardingProgress({
-              mode_intent: "pro",
+              mode_intent: target,
               setup_step: "model",
               model_profile_id: ownerProfileId,
             }),
-          ownsModelStep,
+          ownsConfirmation,
         );
-        if (!ownsModelStep()) return;
-        await persistFinish(modeDestination);
+        if (!ownsConfirmation()) return;
+        setModePhase("completing");
+        await leave(modeDestination);
       } catch (reason) {
         if (isCompletedProgressConflict(reason)) {
           finishOnce(modeDestination);
-        } else if (alive.current && !isGenerationInvalid(reason))
-          setModeError("Pro 模式未能确认保存。模型配置已保留，请重试。");
+        } else if (ownsConfirmation() && !isGenerationInvalid(reason))
+          setModeError("模式切换未能确认，仍显示上次确认的模式。");
       } finally {
-        if (alive.current) setModeSaving(false);
+        if (proConfirmationOwner.current === confirmationOwner)
+          proConfirmationOwner.current = null;
+        if (ownsConfirmation()) setModePhase("idle");
       }
     },
     [
+      completionBusy,
       finishOnce,
+      leave,
+      leaveModelStep,
+      loadModePlan,
       modeDestination,
-      persistFinish,
       queueModeWrite,
       queueProgressWrite,
+      scheduleLoaded,
+      scheduleReadFailed,
+      ultraSchedule,
     ],
   );
 
   async function checkLocations() {
-    if (flight.current || locked) return;
-    flight.current = true;
+    if (sourceFlight.current || locked) return;
+    sourceFlight.current = true;
     scopeVersion.current += 1;
     setBusy("checking");
     setLocationCheck("checking");
@@ -805,7 +1006,7 @@ export function OnboardingFlow({
       setLocationCheck("failed");
       setError("位置检测未完成，尚未读取历史。可以重新检测，或先进入工作台。");
     } finally {
-      flight.current = false;
+      sourceFlight.current = false;
       if (alive.current) setBusy(null);
     }
   }
@@ -813,7 +1014,7 @@ export function OnboardingFlow({
 
   function toggleSource(source: SourceResponse, checked: boolean) {
     if (
-      flight.current ||
+      sourceFlight.current ||
       locked ||
       locationCheck !== "ready" ||
       !isAppSource(source) ||
@@ -836,7 +1037,7 @@ export function OnboardingFlow({
   }
 
   function selectAllSources() {
-    if (flight.current || locked || locationCheck !== "ready") return;
+    if (sourceFlight.current || locked || locationCheck !== "ready") return;
     scopeVersion.current += 1;
     setError(null);
     setItemErrors({});
@@ -849,7 +1050,7 @@ export function OnboardingFlow({
 
   async function startImport() {
     if (
-      flight.current ||
+      sourceFlight.current ||
       locked ||
       locationCheck !== "ready" ||
       !selected.length
@@ -863,7 +1064,8 @@ export function OnboardingFlow({
   }
 
   async function submitImport(approved: SourceResponse[]) {
-    flight.current = true;
+    sourceFlight.current = true;
+    setImportSubmissionState("checking");
     if (window.oneMemory) setStartingImport(approved);
     const version = scopeVersion.current;
     const retryFailed = Object.keys(itemErrors).length > 0;
@@ -875,8 +1077,11 @@ export function OnboardingFlow({
       try {
         current = (await imports.refresh()).sources;
       } catch {
-        if (alive.current)
+        if (alive.current) {
+          setStartingImport(null);
+          setImportSubmissionState("refused");
           setError("暂时无法核对来源，尚未提交授权。选择已保留，可以重试。");
+        }
         return;
       }
       if (!alive.current) return;
@@ -899,6 +1104,7 @@ export function OnboardingFlow({
       setItemErrors(result.failed_sources);
       if (result.accepted_source_ids.length === 0) {
         setStartingImport(null);
+        setImportSubmissionState("refused");
         setError(
           "本次没有来源获准导入。请核对下方原因后重试，或到应用页查看状态。",
         );
@@ -907,22 +1113,36 @@ export function OnboardingFlow({
       // Keep the accepted intent and job IDs while the user inspects early originals.
       setAccepted(result);
       setStartingImport(null);
+      setImportSubmissionState("confirmed");
       setError(null);
-    } catch {
+    } catch (reason) {
       if (alive.current) {
-        setStartingImport(null);
-        setError(
-          "开始导入的结果尚未确认，选择已保留。可以重试，或进入应用页核对。",
-        );
+        const refused = isDefiniteAccessRefusal(reason);
+        if (refused) {
+          setStartingImport(null);
+          setImportSubmissionState("refused");
+          setError(
+            "本次没有来源获准导入。请核对下方原因后重试，或到应用页查看状态。",
+          );
+        } else {
+          setImportSubmissionState("checking");
+          setError(
+            window.oneMemory
+              ? null
+              : "开始导入的结果尚未确认，选择已保留。可以重试，或进入应用页核对。",
+          );
+        }
       }
     } finally {
       connectSent.current = false;
-      flight.current = false;
+      sourceFlight.current = false;
       if (alive.current) setBusy(null);
     }
   }
 
   const count = selected.length;
+  const continueWithoutImport =
+    busy === null && locationCheck !== "checking" && count === 0;
   // D51 item 3: only a *confirmed* snapshot may show a number. A failed
   // detection must read 未完成 even when sources are listed — otherwise the
   // number branch answered first and the summary claimed a count while the
@@ -987,10 +1207,11 @@ export function OnboardingFlow({
             jobs={reviewJobs}
             failedSources={accepted?.failed_sources}
             sourceSnapshot={imports.sourceSnapshot}
-            busy={busy === "leaving"}
+            importSubmissionState={importSubmissionState}
+            busy={completionBusy}
             error={error && text(error)}
             onContinue={(destination) => {
-              if (busy === "leaving") return;
+              if (completionBusy) return;
               if (completionFailed) {
                 void leave(destination);
                 return;
@@ -1025,96 +1246,109 @@ export function OnboardingFlow({
           <R6ColdStartFrame
             step={3}
             title={text("选择记忆模式")}
-            eyebrow={text("最后一步 · 决定如何处理对话")}
             focusToken={modeFocusToken}
             footer={
-              <>
-                <R6Button
-                  variant="quiet"
-                  disabled={modeSaving || busy === "leaving"}
-                  onClick={() => {
-                    setModeError(null);
-                    intentRef.current = modeChoice;
-                    setupStepRef.current = "review";
-                    setSetupStep("review");
-                    void queueProgressWrite(() =>
-                      patchOnboardingProgress({
-                        mode_intent: modeChoice,
-                        setup_step: "review",
-                      }),
-                    ).catch((reason) => {
-                      if (!isCompletedProgressConflict(reason) && alive.current)
-                        setModeError(
-                          "恢复进度未能保存。你的选择已保留，请重试。",
-                        );
-                    });
-                  }}
-                >
-                  {text("返回导入")}
-                </R6Button>
-                <R6Button
-                  className="onboarding-r6-submit"
-                  variant="primary"
-                  pending={modeSaving}
-                  disabled={
-                    !modeChoice ||
-                    busy === "leaving" ||
-                    (modeChoice === "lite" && flight.current)
-                  }
-                  onClick={() => void saveModeChoice()}
-                >
-                  {text(
-                    modeSaving
-                      ? "正在保存…"
-                      : modeChoice === "lite"
-                        ? "使用 Lite 进入"
-                        : modeChoice === "pro"
-                          ? "继续配置模型"
-                          : "继续",
-                  )}
-                </R6Button>
-              </>
+              <R6Button
+                className="onboarding-r6-submit"
+                variant="primary"
+                pending={modeSaving}
+                disabled={
+                  !modeChoice ||
+                  completionBusy ||
+                  (modeChoice === "ultra" && !scheduleLoaded)
+                }
+                onClick={() => void saveModeChoice()}
+              >
+                {text(
+                  modePhase === "saving"
+                    ? "正在保存模式…"
+                    : modePhase === "completing"
+                      ? "正在完成首次设置…"
+                      : !modeChoice
+                        ? "继续"
+                        : modeChoice === "lite"
+                          ? "使用 Lite 进入"
+                          : "配置模型",
+                )}
+              </R6Button>
             }
           >
             <section
               className="onboarding-r6-mode"
-              aria-labelledby="onboarding-memory-mode-title"
+              aria-label={text("记忆模式")}
             >
               <div className="onboarding-r6-mode-intro">
-                <p id="onboarding-memory-mode-title">
-                  {text("之后可在设置中更改。")}
-                </p>
+                <h2>{text("你希望 MemHub 如何形成记忆？")}</h2>
+                <p>{text("需要明确选择一种方式；之后仍可在设置中更改。")}</p>
               </div>
-              <MemoryModeChoiceList
+              <MemoryModeCards
                 aria-label={text("记忆模式")}
-                modes={[
-                  {
-                    mode: "lite",
-                    title: "Lite",
-                    description: text(
-                      "无需模型，只保存并检索原始对话，不生成提炼记忆。",
-                    ),
-                  },
-                  {
-                    mode: "pro",
-                    title: "Pro",
-                    description: text(
-                      "使用模型理解对话，提取并整理可持续生长的记忆。",
-                    ),
-                  },
-                ]}
-                selected={modeChoice}
-                disabled={modeSaving || busy === "leaving"}
-                recommended={{ mode: "pro", badge: text("推荐") }}
+                value={modeChoice}
+                layout="rows"
+                describedBy={{
+                  ultra:
+                    modeChoice === "ultra"
+                      ? "onboarding-ultra-schedule-description"
+                      : undefined,
+                }}
+                disabled={modeSaving || completionBusy}
+                ultraDetailBusy={scheduleLoading}
                 onChange={(mode) => {
                   modeChoiceTouched.current = true;
-                  setModeChoice(mode as OnboardingMemoryMode);
+                  intentRef.current = mode;
+                  setModeChoice(mode);
                   setModeError(null);
                 }}
+                ultraDetail={
+                  scheduleLoaded ? (
+                    <div className="onboarding-r6-ultra-default" role="status">
+                      <strong>{text("每天自动整合")}</strong>
+                      <small id="onboarding-ultra-schedule-description">
+                        {text(
+                          ultraSchedule.enabled
+                            ? "每天 {time} 左右自动整合，使用这台设备的本地时间；休眠错过后会补跑。"
+                            : "已关闭。重新开启后仍按 {time} 运行；已生成的结果会保留。",
+                        ).replace("{time}", ultraSchedule.time)}
+                        {ultraSchedule.enabled ? (
+                          <>
+                            <br />
+                            <span>
+                              {text("后续可在设置页自定义时间或关闭。")}
+                            </span>
+                          </>
+                        ) : null}
+                      </small>
+                    </div>
+                  ) : scheduleReadFailed ? (
+                    <div className="onboarding-r6-schedule-recovery">
+                      <p
+                        id="onboarding-ultra-schedule-description"
+                        role="alert"
+                      >
+                        {text("记忆模式状态暂时无法读取，请重试。")}
+                      </p>
+                      <R6Button
+                        className="onboarding-r6-schedule-retry"
+                        pending={scheduleLoading}
+                        disabled={
+                          scheduleLoading || modeSaving || completionBusy
+                        }
+                        onClick={() => void refreshUltraSchedule()}
+                      >
+                        {text("重试")}
+                      </R6Button>
+                    </div>
+                  ) : (
+                    <p
+                      id="onboarding-ultra-schedule-description"
+                      className="onboarding-r6-schedule-loading"
+                      role="status"
+                    >
+                      {text("正在读取自动整合设置…")}
+                    </p>
+                  )
+                }
               />
-              <p className="onboarding-r6-mode-ultra-note">
-                {text("Ultra 可在完成首次设置后到设置页开启。")}
-              </p>
               {(modeError || error) && (
                 <p className="onboarding-r6-mode-error" role="alert">
                   {text(modeError ?? error ?? "")}
@@ -1129,7 +1363,8 @@ export function OnboardingFlow({
               generationToken={modelGenerationToken}
               isGenerationCurrent={(token) =>
                 modelGeneration.current === token &&
-                intentRef.current === "pro" &&
+                intentRef.current !== "lite" &&
+                intentRef.current !== null &&
                 setupStepRef.current === "model"
               }
               initialProfileId={modelProfileId.current}
@@ -1142,7 +1377,7 @@ export function OnboardingFlow({
                 void persistModelProfile(profileId)
               }
               onModelActiveConfirmed={(token, ownerProfileId) =>
-                void confirmProMode(token, ownerProfileId)
+                void confirmModelMode(token, ownerProfileId)
               }
               sourceNames={sourceIds.map(
                 (id) =>
@@ -1157,10 +1392,11 @@ export function OnboardingFlow({
                 )}
               onBack={() => {
                 setModeError(null);
-                leaveModelStep("pro", "mode");
+                const target = intentRef.current === "ultra" ? "ultra" : "pro";
+                leaveModelStep(target, "mode");
                 void queueProgressWrite(() =>
                   putOnboardingProgress({
-                    mode_intent: "pro",
+                    mode_intent: target,
                     setup_step: "mode",
                     model_profile_id: modelProfileId.current,
                   }),
@@ -1188,7 +1424,7 @@ export function OnboardingFlow({
           <>
             <R6Button
               variant="quiet"
-              disabled={busy !== null}
+              disabled={busy !== null || completionBusy}
               onClick={() => finishOnce(exitDestination)}
             >
               {text(
@@ -1197,7 +1433,7 @@ export function OnboardingFlow({
             </R6Button>
             <R6Button
               variant="primary"
-              disabled={busy !== null}
+              disabled={busy !== null || completionBusy}
               onClick={() => void leave(exitDestination)}
             >
               {text("重试保存并进入")}
@@ -1215,16 +1451,8 @@ export function OnboardingFlow({
     <R6ColdStartFrame
       step={1}
       title={text("把熟悉的背景，带到这里")}
-      eyebrow={text("你的记忆，从这里接上")}
       footer={
         <>
-          <R6Button
-            variant="quiet"
-            disabled={locked}
-            onClick={() => requestModeChoice("sources")}
-          >
-            {text("稍后添加，先进入")}
-          </R6Button>
           {error && (
             <p className="onboarding-r6-error" role="alert">
               {error && text(error)}
@@ -1233,10 +1461,20 @@ export function OnboardingFlow({
           <R6Button
             className="onboarding-r6-submit"
             variant="primary"
-            disabled={locked || count === 0}
-            onClick={() => void startImport()}
+            disabled={locked}
+            onClick={() =>
+              continueWithoutImport
+                ? requestModeChoice("sources")
+                : void startImport()
+            }
           >
-            {text(busy === "submitting" ? "正在开始导入…" : "开始导入")}
+            {text(
+              continueWithoutImport
+                ? "选择记忆模式"
+                : busy === "submitting"
+                  ? "正在开始导入…"
+                  : "开始导入",
+            )}
           </R6Button>
         </>
       }
@@ -1246,12 +1484,6 @@ export function OnboardingFlow({
           className="onboarding-r6-apps"
           aria-labelledby="cold-start-phase"
         >
-          <div className="onboarding-r6-intro">
-            <p>
-              {text("不用从头介绍自己。从常用的 App 开始，把已有背景带过来。")}
-            </p>
-            <p>{text("确认前只检查应用信息，不读取对话，也不安装连接。")}</p>
-          </div>
           <div className="onboarding-r6-list-heading">
             <h2 id="cold-start-phase" ref={heading} tabIndex={-1}>
               {text("本机 AI 应用")}

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

@@ -23,7 +23,17 @@ const { embedding, getModelProfiles, models, step } = vi.hoisted(() => ({
         max_concurrency: 4,
         context_window: null,
         has_api_key: true,
+        credential_state: "available" as
+          | "available"
+          | "missing"
+          | "unavailable",
         is_active: true,
+        capabilities: {
+          endpoint_reachable: true,
+          model_available: true,
+          embedding_available: true,
+          structured_output: false,
+        },
       },
     ],
     pendingProbe: null as null | {
@@ -57,7 +67,7 @@ const { embedding, getModelProfiles, models, step } = vi.hoisted(() => ({
     supported: false as boolean | null,
     planActivation: vi.fn(),
     startPlannedSwitch: vi.fn(),
-    shouldUseLegacyActivation: () => true,
+    shouldUseLegacyActivation: (() => true) as () => boolean,
     clearPlan: vi.fn(),
     clearError: vi.fn(),
   },
@@ -123,6 +133,7 @@ beforeEach(() => {
   models.creationMissing = null;
   embedding.current = null;
   embedding.supported = false;
+  embedding.shouldUseLegacyActivation = () => true;
   step.current = null;
 });
 
@@ -164,6 +175,32 @@ it("resumes and confirms the active profile explicitly owned by onboarding", asy
   expect(enabled).toHaveBeenCalledWith(1, "active-profile");
 });
 
+it("does not complete with an active profile whose credential is unavailable", async () => {
+  models.profiles = [
+    {
+      ...activeProfile,
+      credential_state: "unavailable",
+    },
+  ];
+  const enabled = vi.fn();
+  render(
+    <OnboardingModelController
+      sourceNames={[]}
+      initialProfileId="active-profile"
+      onBack={vi.fn()}
+      onModelActiveConfirmed={enabled}
+    />,
+  );
+
+  await waitFor(() => expect(step.current).not.toBeNull());
+  expect(enabled).not.toHaveBeenCalled();
+  await userEvent.click(
+    screen.getByRole("button", { name: "继续使用当前模型" }),
+  );
+  expect(enabled).not.toHaveBeenCalled();
+  expect(screen.getByText(/模型凭据或连接状态已变化/)).toBeTruthy();
+});
+
 it("hydrates a persisted inactive profile without creating a duplicate", async () => {
   models.profiles = [{ ...activeProfile, is_active: false }];
   const active = vi.fn();
@@ -206,7 +243,7 @@ it("recovers a pending creation and persists its profile id", async () => {
 });
 
 it("reconciles a pending probe instead of saving or creating again", async () => {
-  const inactive = { ...activeProfile, is_active: false };
+  const inactive = { ...activeProfile, revision: 4, is_active: false };
   models.profiles = [inactive];
   models.pendingProbe = {
     operationId: "probe-operation",
@@ -215,7 +252,8 @@ it("reconciles a pending probe instead of saving or creating again", async () =>
   };
   models.probeProfile.mockResolvedValueOnce({
     profile_id: "active-profile",
-    profile_revision: 3,
+    input_profile_revision: 3,
+    profile_revision: 4,
     capabilities: {
       endpoint_reachable: true,
       model_available: true,
@@ -238,10 +276,76 @@ it("reconciles a pending probe instead of saving or creating again", async () =>
   await waitFor(() =>
     expect(models.probeProfile).toHaveBeenCalledWith("active-profile"),
   );
+  await waitFor(() =>
+    expect(screen.getByText("模型连接测试通过，可以启用。")).toBeTruthy(),
+  );
+  expect(currentStep().canSaveAndEnable).toBe(true);
   expect(models.update).not.toHaveBeenCalled();
   expect(models.create).not.toHaveBeenCalled();
 });
 
+it("passes the first test when Core advances the tested profile revision", async () => {
+  const inactive = { ...activeProfile, revision: 1, is_active: false };
+  models.profiles = [inactive];
+  models.update.mockResolvedValueOnce(inactive);
+  models.probeProfile.mockResolvedValueOnce({
+    profile_id: inactive.profile_id,
+    input_profile_revision: 1,
+    profile_revision: 2,
+    capabilities: {
+      endpoint_reachable: true,
+      model_available: true,
+      embedding_available: true,
+    },
+    stages: [{ ok: false }],
+  });
+  models.activate.mockResolvedValueOnce({
+    ...inactive,
+    revision: 2,
+    is_active: true,
+    capabilities: {
+      endpoint_reachable: true,
+      model_available: true,
+      embedding_available: true,
+    },
+  });
+  embedding.supported = true;
+  embedding.current = { writes_paused: false };
+  embedding.shouldUseLegacyActivation = () => false;
+  embedding.planActivation.mockResolvedValueOnce({ needed: false });
+  const confirmed = vi.fn();
+  render(
+    <OnboardingModelController
+      sourceNames={[]}
+      initialProfileId={inactive.profile_id}
+      onBack={vi.fn()}
+      onModelActiveConfirmed={confirmed}
+    />,
+  );
+  await waitFor(() =>
+    expect(
+      (currentStep().profile as { profile_id: string } | null)?.profile_id,
+    ).toBe(inactive.profile_id),
+  );
+
+  await act(async () => {
+    await (currentStep().onTest as () => Promise<void>)();
+  });
+
+  await waitFor(() =>
+    expect(screen.getByText("模型连接测试通过，可以启用。")).toBeTruthy(),
+  );
+  expect(currentStep().canSaveAndEnable).toBe(true);
+  expect(currentStep().profile).toMatchObject({ revision: 2 });
+  expect(getModelProfiles).not.toHaveBeenCalled();
+  await act(async () => {
+    await (currentStep().onSaveAndEnable as () => Promise<void>)();
+  });
+  expect(embedding.planActivation).toHaveBeenCalledWith(inactive.profile_id, 2);
+  expect(models.activate).toHaveBeenCalledWith(inactive.profile_id);
+  expect(confirmed).toHaveBeenCalledWith(1, inactive.profile_id);
+});
+
 it("keeps an active resumed profile on the model step while writes are paused", async () => {
   embedding.supported = true;
   embedding.current = { writes_paused: true };

memhub/apps/web/src/OnboardingModelController.tsx

@@ -1,16 +1,15 @@
 import type {
-  ModelProbeResult,
   ModelProfile,
   ModelProfileInput,
   ModelProfilePatch,
 } from "@one-memory/contracts";
-import { useEffect, useRef, useState } from "react";
-import { getModelProfiles } from "./api";
+import { useCallback, useEffect, useRef, useState } from "react";
 import { EmbeddingSwitchConfirmDialog } from "./EmbeddingSwitchExperience";
 import {
   presetForGeneration,
   validateGenerationModel,
 } from "./GenerationModelPrimitives";
+import { modelProfileReady, profileFromProbe } from "./model-profile-readiness";
 import {
   type OnboardingModelDraft,
   OnboardingModelStep,
@@ -41,23 +40,6 @@ const initial: OnboardingModelDraft = {
   context_window: "",
 };
 
-export function probeMatchesProfile(
-  original: ModelProfile,
-  current: ModelProfile | undefined,
-  probe: ModelProbeResult | undefined | null,
-): current is ModelProfile {
-  return Boolean(
-    current &&
-      probe &&
-      probe.profile_id === original.profile_id &&
-      probe.profile_revision === current.revision &&
-      probe.capabilities.endpoint_reachable &&
-      probe.capabilities.model_available &&
-      probe.capabilities.embedding_available &&
-      probe.stages.every((stage) => stage.ok),
-  );
-}
-
 export function OnboardingModelController({
   sourceNames,
   importedConversationCount = 0,
@@ -112,6 +94,17 @@ export function OnboardingModelController({
     >(),
   );
   const autoConfirmed = useRef<string | null>(null);
+  const confirmReadyProfile = useCallback(
+    (profile: ModelProfile, owner = generationToken) => {
+      if (!isGenerationCurrent(owner) || !modelProfileReady(profile)) {
+        setError("模型凭据或连接状态已变化，请重新测试后再完成首次设置。");
+        return false;
+      }
+      onModelActiveConfirmed?.(owner, profile.profile_id);
+      return true;
+    },
+    [generationToken, isGenerationCurrent, onModelActiveConfirmed],
+  );
 
   useEffect(() => {
     const profile = initialProfileId
@@ -152,21 +145,19 @@ export function OnboardingModelController({
   useEffect(() => {
     if (
       !saved?.is_active ||
-      !isGenerationCurrent(generationToken) ||
       (embeddingSwitch.supported !== false && !embeddingSwitch.current) ||
       embeddingSwitch.current?.writes_paused
     )
       return;
     const key = `${generationToken}:${saved.profile_id}`;
     if (autoConfirmed.current === key) return;
-    autoConfirmed.current = key;
-    onModelActiveConfirmed?.(generationToken, saved.profile_id);
+    if (confirmReadyProfile(saved, generationToken))
+      autoConfirmed.current = key;
   }, [
     embeddingSwitch.current,
     embeddingSwitch.supported,
+    confirmReadyProfile,
     generationToken,
-    isGenerationCurrent,
-    onModelActiveConfirmed,
     saved,
   ]);
 
@@ -182,8 +173,7 @@ export function OnboardingModelController({
       flight.current = false;
       setSwitchPendingJobId(null);
       setPhase("idle");
-      if (saved && isGenerationCurrent(generationToken))
-        onModelActiveConfirmed?.(generationToken, saved.profile_id);
+      if (saved) confirmReadyProfile(saved, generationToken);
     } else if (finished.state === "rolled_back") {
       flight.current = false;
       setSwitchPendingJobId(null);
@@ -192,9 +182,8 @@ export function OnboardingModelController({
     }
   }, [
     embeddingSwitch.current?.last_finished,
+    confirmReadyProfile,
     generationToken,
-    isGenerationCurrent,
-    onModelActiveConfirmed,
     saved,
     switchPendingJobId,
   ]);
@@ -338,11 +327,10 @@ export function OnboardingModelController({
       setPhase("testing");
       const result = await models.probeProfile(profile.profile_id);
       if (!isGenerationCurrent(owner)) return;
-      const current = (await getModelProfiles()).find(
-        (item) => item.profile_id === profile.profile_id,
+      const current = profileFromProbe(profile, result);
+      const passed = Boolean(
+        current && modelProfileReady(current, result ?? null),
       );
-      if (!isGenerationCurrent(owner)) return;
-      const passed = probeMatchesProfile(profile, current, result);
       if (current) setSaved(current);
       setProbe({
         state: passed ? "passed" : "failed",
@@ -378,11 +366,10 @@ export function OnboardingModelController({
     try {
       const result = await models.probeProfile(saved.profile_id);
       if (!isGenerationCurrent(owner)) return;
-      const current = (await getModelProfiles()).find(
-        (item) => item.profile_id === saved.profile_id,
+      const current = profileFromProbe(saved, result);
+      const passed = Boolean(
+        current && modelProfileReady(current, result ?? null),
       );
-      if (!isGenerationCurrent(owner)) return;
-      const passed = probeMatchesProfile(saved, current, result);
       if (current) setSaved(current);
       setProbe({
         state: passed ? "passed" : "failed",
@@ -408,8 +395,7 @@ export function OnboardingModelController({
         setError("模型写入暂时关闭。请等待索引维护完成后重试。");
         return;
       }
-      if (isGenerationCurrent(generationToken))
-        onModelActiveConfirmed?.(generationToken, saved.profile_id);
+      confirmReadyProfile(saved, generationToken);
       return;
     }
     const owner = generationToken;
@@ -433,9 +419,15 @@ export function OnboardingModelController({
       }
       const active = await models.activate(saved.profile_id);
       if (!isGenerationCurrent(owner)) return;
-      if (!active?.is_active) throw new Error("model_activation_unconfirmed");
+      if (
+        !active?.is_active ||
+        active.profile_id !== saved.profile_id ||
+        active.revision !== saved.revision ||
+        !modelProfileReady(active)
+      )
+        throw new Error("model_activation_unconfirmed");
       trace.done("succeeded");
-      onModelActiveConfirmed?.(owner, active.profile_id);
+      confirmReadyProfile(active, owner);
     } catch {
       trace.done("unknown", { reason: "model_enable_unconfirmed" });
       setError("模型未能确认启用，请在设置中核对。");

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

@@ -76,7 +76,9 @@ describe("OnboardingModelStep", () => {
     localStorage.setItem(LANGUAGE_STORAGE_KEY, locale);
     const title = guiMessages[locale]["配置记忆整理模型"];
     const back = guiMessages[locale]["返回选择模式"];
-    if (!title || !back) throw new Error(`missing ${locale} model copy`);
+    const summary = guiMessages[locale]["记忆整理"];
+    if (!title || !back || !summary)
+      throw new Error(`missing ${locale} model copy`);
     render(
       <LanguageProvider>
         <OnboardingModelStep {...props()} />
@@ -93,10 +95,11 @@ describe("OnboardingModelStep", () => {
       }),
     ).toBeTruthy();
     expect(screen.getByLabelText(/API Key/)).toBeTruthy();
+    expect(screen.getByRole("complementary", { name: summary })).toBeTruthy();
     expect(screen.getAllByRole("button").length).toBeGreaterThanOrEqual(4);
   });
 
-  it("keeps step 3 on memory mode in a generation-only column", () => {
+  it("keeps current behavior in the restored open-source composition", () => {
     render(<OnboardingModelStep {...props()} />);
     expect(
       screen.getByRole("heading", { name: "配置记忆整理模型" }),
@@ -110,12 +113,9 @@ describe("OnboardingModelStep", () => {
     expect(screen.getByText("DeepSeek · deepseek-flash")).toBeTruthy();
     expect(screen.queryByText("本次沉淀")).toBeNull();
     expect(screen.queryByLabelText(/向量|Embedding/)).toBeNull();
-    expect(
-      document.querySelector(
-        ".onboarding-model-layout--single-column-600" +
-          '[data-responsive="single-column-600"]',
-      ),
-    ).toBeTruthy();
+    expect(document.querySelector(".onboarding-model-layout")).toBeTruthy();
+    expect(document.querySelector(".onboarding-model-summary")).toBeTruthy();
+    expect(screen.getByText("让记忆从这里开始")).toBeTruthy();
   });
 
   it("focuses the page title when entering the model substep", async () => {
@@ -181,6 +181,18 @@ describe("OnboardingModelStep", () => {
     );
   });
 
+  it("returns to the visible API key field when it fails in advanced mode", async () => {
+    const p = props();
+    p.advancedOpen = true;
+    p.fieldErrors = { api_key: "请填写 API Key。" };
+    const view = render(<OnboardingModelStep {...p} />);
+    await waitFor(() => expect(p.onAdvancedChange).toHaveBeenCalledWith(false));
+    view.rerender(<OnboardingModelStep {...p} advancedOpen={false} />);
+    await waitFor(() =>
+      expect(document.activeElement).toBe(screen.getByLabelText("API Key")),
+    );
+  });
+
   it("links field errors and keeps secrets out of callback errors", async () => {
     const p = props();
     p.fieldErrors = { api_key: "请填写 API Key。" };

memhub/apps/web/src/OnboardingModelStepNext.tsx

@@ -12,6 +12,7 @@ import type {
 import { useOnboardingTranslation } from "./onboarding-language";
 import { R6ColdStartFrame } from "./R6ColdStartFrame";
 import { R6Button } from "./R6Controls";
+import "./onboarding-model-r6.css";
 
 type Action = "test" | "save-and-enable";
 
@@ -60,6 +61,10 @@ export function OnboardingModelStepNext(props: OnboardingModelStepProps) {
       props.onAdvancedChange(true);
       return;
     }
+    if (firstError === "api_key" && props.advancedOpen) {
+      props.onAdvancedChange(false);
+      return;
+    }
     if (firstError && (!technicalError || props.advancedOpen)) {
       formRef.current
         ?.querySelector<HTMLElement>(`[name="${firstError}"]`)
@@ -173,10 +178,7 @@ export function OnboardingModelStepNext(props: OnboardingModelStepProps) {
           </>
         }
       >
-        <div
-          className="onboarding-model-layout onboarding-model-layout--single-column-600"
-          data-responsive="single-column-600"
-        >
+        <div className="onboarding-model-layout">
           <section
             ref={formRef}
             className="onboarding-model-form"
@@ -184,6 +186,9 @@ export function OnboardingModelStepNext(props: OnboardingModelStepProps) {
             data-advanced={props.advancedOpen}
           >
             <div className="onboarding-model-group">
+              <p className="onboarding-model-intro">
+                {text("选择服务商，填入 API Key。核对已有配置后再继续。")}
+              </p>
               <label
                 className="onboarding-model-field onboarding-model-provider"
                 htmlFor={`${id}-provider`}
@@ -263,16 +268,6 @@ export function OnboardingModelStepNext(props: OnboardingModelStepProps) {
                   )}
                 </strong>
               </div>
-              <div className="onboarding-model-disclosure">
-                <p>
-                  {text("相关对话会发送给所选服务商。")}
-                  {sourceSummary ? ` ${sourceSummary}` : ""}
-                </p>
-                <p>
-                  {text("密钥保存在系统安全存储中，不写入对话或日志。")}{" "}
-                  {text("测试只向此接口发送测试内容，不发送历史对话。")}
-                </p>
-              </div>
               <GenerationTechnicalDisclosure
                 open={props.advancedOpen}
                 disabled={fieldsLocked}
@@ -348,6 +343,35 @@ export function OnboardingModelStepNext(props: OnboardingModelStepProps) {
               ) : null}
             </div>
           </section>
+          <aside
+            className="onboarding-model-summary"
+            aria-label={text("记忆整理")}
+          >
+            <div className="onboarding-model-summary-heading">
+              <p>{text("记忆整理")}</p>
+              <h2>{text("让记忆从这里开始")}</h2>
+            </div>
+            <div className="onboarding-model-connections">
+              <p>{text("对话来源")}</p>
+              <strong>{sourceSummary || text("尚无已选来源")}</strong>
+              <small>
+                {t("onboardingImportedConversations", {
+                  count: props.importedConversationCount ?? 0,
+                })}
+              </small>
+            </div>
+            <div className="onboarding-model-summary-status">
+              <small>
+                {text("处理服务：")}
+                {text(provider?.label ?? "待选择")}
+              </small>
+              <small>
+                {text("相关对话会发送给所选服务商。")}
+                <br />
+                {text("测试只向此接口发送测试内容，不发送历史对话。")}
+              </small>
+            </div>
+          </aside>
         </div>
       </R6ColdStartFrame>
     </div>

memhub/apps/web/src/R6ColdStartFrame.test.tsx

@@ -48,7 +48,41 @@ it("sizes the import action to its label and wraps footer content", () => {
   );
 });
 
-it("keeps progress cards content-sized and the step-two footer in normal flow", () => {
+it("uses content-driven shell, discovery and mode geometry", () => {
+  const stage = declaration("onboarding-r6.css", ".onboarding-r6-stage");
+  const shell = declaration("onboarding-r6.css", ".onboarding-r6-shell");
+  const discovery = declaration(
+    "onboarding-r6.css",
+    ".onboarding-r6-discovery",
+  );
+  const heading = declaration(
+    "onboarding-r6.css",
+    ".onboarding-r6-list-heading",
+  );
+  const mode = declaration("onboarding-r6.css", ".onboarding-r6-mode");
+
+  expect(stage).toMatch(/min-height:\s*0/);
+  expect(stage).not.toMatch(/min-height:\s*852px/);
+  expect(shell).toMatch(/height:\s*100%/);
+  expect(shell).not.toMatch(/(?:^|;)\s*height:\s*820px/);
+  expect(discovery).toMatch(/height:\s*100%/);
+  expect(heading).toMatch(/position:\s*static/);
+  expect(mode).toMatch(/width:\s*100%/);
+});
+
+it("does not reserve an empty eyebrow row", () => {
+  render(
+    <LanguageProvider>
+      <R6ColdStartFrame step={1} title="Fixture" footer={null}>
+        <p>Fixture body</p>
+      </R6ColdStartFrame>
+    </LanguageProvider>,
+  );
+  expect(screen.getByRole("heading", { name: "Fixture" })).toBeTruthy();
+  expect(screen.queryByText("你的记忆，从这里接上")).toBeNull();
+});
+
+it("keeps the v1.0.4 step-two split layout and progress geometry", () => {
   const card = declaration(
     "r6-import-progress.css",
     ".r6-import-progress-card",
@@ -60,13 +94,12 @@ it("keeps progress cards content-sized and the step-two footer in normal flow",
       "first-import-r6.css",
       ".first-import-r6-main > .r6-import-progress",
     ),
-  ).toMatch(/flex:\s*0 0 auto/);
-  expect(declaration("first-import-r6.css", ".first-import-r6-layout")).toMatch(
-    /height:\s*auto/,
+  ).toMatch(/flex:\s*0 0 218px/);
+  const layout = declaration("first-import-r6.css", ".first-import-r6-layout");
+  expect(layout).toMatch(
+    /grid-template-columns:\s*minmax\(0,\s*738px\)\s+278px/,
   );
-  expect(
-    declaration("first-import-r6.css", ".first-import-r6-footer-note"),
-  ).not.toMatch(/max-height|overflow/);
+  expect(layout).toMatch(/height:\s*560\.2px/);
   expect(declaration("onboarding-r6.css", ".onboarding-r6-body")).toMatch(
     /overflow-y:\s*auto/,
   );

memhub/apps/web/src/R6ColdStartFrame.tsx

@@ -13,7 +13,7 @@ export function R6ColdStartFrame({
 }: {
   step: 1 | 2 | 3;
   title: string;
-  eyebrow: string;
+  eyebrow?: string | null;
   children: ReactNode;
   footer: ReactNode;
   focusToken?: number;
@@ -39,7 +39,7 @@ export function R6ColdStartFrame({
         <section className="onboarding-r6-shell" data-step={step}>
           <header className="onboarding-r6-head">
             <div>
-              <p>{eyebrow}</p>
+              {eyebrow ? <p>{eyebrow}</p> : null}
               <h1
                 ref={titleRef}
                 tabIndex={focusToken === undefined ? undefined : -1}

memhub/apps/web/src/R6Controls.test.tsx

@@ -19,13 +19,24 @@ describe("R6 shared controls", () => {
 
   it("keeps its label and prevents duplicate activation while pending", () => {
     const onClick = vi.fn();
-    render(
-      <R6Button pending onClick={onClick}>
+    const view = render(
+      <R6Button pending={false} onClick={onClick}>
         保存修改
       </R6Button>,
     );
     const button = screen.getByRole("button", { name: "保存修改" });
+    expect(button.getAttribute("data-pending-capable")).toBe("true");
+    const reservedSpinner = button.querySelector(".r6-button-spinner");
+    expect(reservedSpinner).toBeTruthy();
+    expect(reservedSpinner?.getAttribute("data-visible")).toBeNull();
+    view.rerender(
+      <R6Button pending onClick={onClick}>
+        保存修改
+      </R6Button>,
+    );
     expect(button.getAttribute("aria-busy")).toBe("true");
+    expect(button.querySelector(".r6-button-spinner")).toBe(reservedSpinner);
+    expect(reservedSpinner?.getAttribute("data-visible")).toBe("true");
     fireEvent.click(button);
     expect(onClick).not.toHaveBeenCalled();
     expect(button.textContent).toContain("保存修改");

memhub/apps/web/src/R6Controls.tsx

@@ -13,24 +13,33 @@ type ButtonProps = ButtonHTMLAttributes<HTMLButtonElement> & {
 
 export function R6Button({
   variant = "secondary",
-  pending = false,
+  pending,
   disabled,
   children,
   className = "",
   type = "button",
   ...props
 }: ButtonProps) {
+  const supportsPending = pending !== undefined;
+  const busy = pending === true;
   return (
     <button
       {...props}
       type={type}
       className={`r6-button ${className}`}
       data-variant={variant}
-      disabled={disabled || pending}
-      aria-busy={pending || undefined}
+      data-pending-capable={supportsPending || undefined}
+      disabled={disabled || busy}
+      aria-busy={busy || undefined}
     >
       <span className="r6-button-label">{children}</span>
-      {pending && <span className="r6-button-spinner" aria-hidden="true" />}
+      {supportsPending ? (
+        <span
+          className="r6-button-spinner"
+          data-visible={busy || undefined}
+          aria-hidden="true"
+        />
+      ) : null}
     </button>
   );
 }

memhub/apps/web/src/R6ImportProgress.test.tsx

@@ -160,7 +160,7 @@ it.each(["missing", "pending"] as const)(
   },
 );
 
-it("centers one or two apps and keeps three or more in a scrolling row", () => {
+it("centers one to three apps and keeps four or more in a scrolling row", () => {
   function shown(ids: string[]) {
     const view = render(
       <R6ImportProgress
@@ -181,7 +181,7 @@ it("centers one or two apps and keeps three or more in a scrolling row", () => {
   }
   expect(shown(["cursor"])).toBe("1");
   expect(shown(["cursor", "codex"])).toBe("2");
-  expect(shown(["cursor", "codex", "claude-code"])).toBe("many");
+  expect(shown(["cursor", "codex", "claude-code"])).toBe("3");
   expect(shown(["cursor", "codex", "claude-code", "workbuddy"])).toBe("many");
   const four = render(
     <R6ImportProgress
@@ -200,6 +200,38 @@ it("centers one or two apps and keeps three or more in a scrolling row", () => {
       .querySelector(".r6-import-progress")
       ?.getAttribute("data-count"),
   ).toBe("many");
+  expect(
+    four.container
+      .querySelector(".r6-import-progress")
+      ?.getAttribute("tabindex"),
+  ).toBe("0");
+});
+
+it("scrolls one card at a time from the keyboard", () => {
+  const ids = ["cursor", "codex", "claude-code", "workbuddy"];
+  render(
+    <R6ImportProgress
+      sourceIds={ids}
+      sources={ids.map((id) => ({
+        ...source,
+        source_id: id,
+        display_name: id,
+      }))}
+      jobs={[]}
+    />,
+  );
+  const progress = screen.getByRole("region", {
+    name: "本次应用导入进度",
+  });
+  Object.defineProperty(progress.firstElementChild, "offsetWidth", {
+    configurable: true,
+    value: 280,
+  });
+  progress.scrollBy = ((options: ScrollToOptions) => {
+    progress.scrollLeft += Number(options.left ?? 0);
+  }) as typeof progress.scrollBy;
+  fireEvent.keyDown(progress, { key: "ArrowRight" });
+  expect(progress.scrollLeft).toBe(296);
 });
 
 it("keeps the first app anchored across receipts unless the user scrolls", () => {

memhub/apps/web/src/R6ImportProgress.tsx

@@ -70,18 +70,39 @@ export function R6ImportProgress({
   });
 
   const ids = [...new Set(sourceIds)];
+  const scrollable = ids.length > 3;
   return (
     <section
       className="r6-import-progress"
       aria-label={text("本次应用导入进度")}
-      data-count={ids.length <= 2 ? String(ids.length) : "many"}
+      aria-keyshortcuts={
+        scrollable ? "ArrowLeft ArrowRight Home End" : undefined
+      }
+      data-count={ids.length <= 3 ? String(ids.length) : "many"}
       ref={scroller}
+      tabIndex={scrollable ? 0 : -1}
       onPointerDown={markUserScrollIntent}
       onTouchStart={markUserScrollIntent}
       onWheel={markUserScrollIntent}
       onKeyDown={(event) => {
-        if (["ArrowLeft", "ArrowRight", "Home", "End"].includes(event.key))
-          markUserScrollIntent();
+        if (!["ArrowLeft", "ArrowRight", "Home", "End"].includes(event.key))
+          return;
+        markUserScrollIntent();
+        const element = event.currentTarget;
+        const card = element.querySelector<HTMLElement>(
+          ".r6-import-progress-card",
+        );
+        const step = (card?.offsetWidth ?? 0) + 16;
+        event.preventDefault();
+        if (event.key === "ArrowLeft" || event.key === "ArrowRight") {
+          element.scrollBy({
+            left: event.key === "ArrowRight" ? step : -step,
+          });
+        } else {
+          element.scrollTo({
+            left: event.key === "End" ? element.scrollWidth : 0,
+          });
+        }
       }}
       onScroll={(event) => {
         if (userScrollIntent.current)
@@ -133,7 +154,7 @@ export function R6ImportProgress({
             <div className="r6-import-progress-orbit" aria-hidden="true">
               <span />
               <div className="r6-import-progress-icon">
-                <AppMark id={id} label={source?.display_name ?? id} size={30} />
+                <AppMark id={id} label={source?.display_name ?? id} size={40} />
               </div>
             </div>
             <h2>{source?.display_name ?? id}</h2>

memhub/apps/web/src/R6Settings.test.tsx

@@ -169,6 +169,7 @@ it("shows the help and diagnostics group by default and hides it when opted out"
   await user.click(screen.getByRole("button", { name: "帮助与诊断" }));
   expect(screen.getByRole("heading", { name: "帮助与诊断" })).toBeTruthy();
   expect(screen.getByRole("heading", { name: "导出日志" })).toBeTruthy();
+  expect(screen.getByText(/可能包含会话正文和本机路径/)).toBeTruthy();
   expect(screen.getByRole("heading", { name: "关于" })).toBeTruthy();
   expect(screen.getByText("1.0.4")).toBeTruthy();
   expect(screen.getByText("8")).toBeTruthy();

memhub/apps/web/src/R6SettingsLayout.test.ts

@@ -9,7 +9,7 @@ function declaration(file: string, selector: string): string {
 
 it("fills settings controls without widening shared fallback controls", () => {
   for (const selector of [
-    ".r6-memory-mode-settings .memory-mode-choice-list",
+    ".r6-memory-mode-settings .memory-mode-cards",
     ".r6-settings .connection-fallback .custom-harness-name",
   ]) {
     const rule = declaration("r6-settings.css", selector);

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

@@ -29,6 +29,8 @@ it("shows every role and preserves a long original message in the detail pane",
           messages: [
             { role: "user", content: long },
             { role: "assistant", content: "已收到" },
+            { role: "tool", content: "3 tests passed" },
+            { role: "unknown", content: "来源角色缺失" },
           ],
         }}
         sources={[]}
@@ -38,6 +40,10 @@ it("shows every role and preserves a long original message in the detail pane",
 
   expect(screen.getByText("你")).toBeTruthy();
   expect(screen.getByText("助手")).toBeTruthy();
+  expect(screen.getByText("工具")).toBeTruthy();
+  expect(screen.getByText("作者待核对")).toBeTruthy();
   expect(screen.getByText(long)).toHaveProperty("textContent", long);
   expect(screen.getByText("已收到")).toBeTruthy();
+  expect(screen.queryByText("原始对话")).toBeNull();
+  expect(screen.getByRole("article", { name: "原始对话" })).toBeTruthy();
 });

memhub/apps/web/src/SelectedRawDetail.tsx

@@ -14,6 +14,7 @@ function authorLabel(role: string, t: ReturnType<typeof useGuiLanguage>["t"]) {
   if (role === "user") return t("selectedMemory.author.user");
   if (role === "assistant" || role === "agent")
     return t("selectedMemory.author.agent");
+  if (role === "tool") return t("selectedMemory.author.tool");
   return t("selectedMemory.author.unknown");
 }
 
@@ -46,8 +47,7 @@ export function SelectedRawDetail({
           record.source || t("selectedMemory.sourceUnknown"),
         );
   return (
-    <article className="map-dialogue-reading">
-      <p className="selected-memory-status">{t("memory:原始对话")}</p>
+    <article className="map-dialogue-reading" aria-label={t("memory:原始对话")}>
       <ul className="map-transcript">
         {messages.map((message) => (
           <li key={`${rawRecordId(record)}:${message.role}:${message.content}`}>

memhub/apps/web/src/TimePicker.tsx

@@ -0,0 +1,265 @@
+import { Check, ChevronDown, Clock3 } from "lucide-react";
+import {
+  useCallback,
+  useEffect,
+  useLayoutEffect,
+  useRef,
+  useState,
+} from "react";
+import { useOnboardingTranslation } from "./onboarding-language";
+import { R6Button } from "./R6Controls";
+
+const HOURS = Array.from({ length: 24 }, (_, value) =>
+  value.toString().padStart(2, "0"),
+);
+const MINUTES = Array.from({ length: 60 }, (_, value) =>
+  value.toString().padStart(2, "0"),
+);
+
+function splitTime(value: string): [string, string] {
+  const match = /^([01]\d|2[0-3]):([0-5]\d)$/.exec(value);
+  return match ? [match[1], match[2]] : ["00", "00"];
+}
+
+export function TimePicker({
+  id,
+  label,
+  value,
+  disabled = false,
+  onChange,
+}: {
+  id: string;
+  label: string;
+  value: string;
+  disabled?: boolean;
+  onChange(value: string): Promise<boolean>;
+}) {
+  const { locale, text } = useOnboardingTranslation();
+  const [open, setOpen] = useState(false);
+  const [saving, setSaving] = useState(false);
+  const [placement, setPlacement] = useState<"above" | "below">("above");
+  const [hour, setHour] = useState(() => splitTime(value)[0]);
+  const [minute, setMinute] = useState(() => splitTime(value)[1]);
+  const root = useRef<HTMLDivElement>(null);
+  const trigger = useRef<HTMLButtonElement>(null);
+  const panel = useRef<HTMLElement>(null);
+  const hourSelect = useRef<HTMLSelectElement>(null);
+  const minuteSelect = useRef<HTMLSelectElement>(null);
+  const restoreTriggerFocus = useRef(false);
+  const restoreSaveFocus = useRef(false);
+  const savingRef = useRef(false);
+  savingRef.current = saving;
+  const panelId = `${id}-picker`;
+
+  const close = useCallback((restoreFocus = true) => {
+    setOpen(false);
+    restoreTriggerFocus.current = restoreFocus;
+  }, []);
+
+  function show() {
+    const [nextHour, nextMinute] = splitTime(value);
+    setHour(nextHour);
+    setMinute(nextMinute);
+    setOpen(true);
+  }
+
+  useEffect(() => {
+    if (!open) return;
+    const closeOutside = (event: MouseEvent) => {
+      if (savingRef.current) return;
+      const target = event.target as Element | null;
+      const label = target?.closest("label");
+      if (label instanceof HTMLLabelElement && label.htmlFor === id) return;
+      if (!root.current?.contains(target)) close(false);
+    };
+    const closeOnEscape = (event: KeyboardEvent) => {
+      if (event.key !== "Escape" || savingRef.current) return;
+      event.preventDefault();
+      close();
+    };
+    document.addEventListener("mousedown", closeOutside);
+    document.addEventListener("keydown", closeOnEscape);
+    hourSelect.current?.focus();
+    hourSelect.current?.selectedOptions[0]?.scrollIntoView?.({
+      block: "nearest",
+    });
+    minuteSelect.current?.selectedOptions[0]?.scrollIntoView?.({
+      block: "nearest",
+    });
+    return () => {
+      document.removeEventListener("mousedown", closeOutside);
+      document.removeEventListener("keydown", closeOnEscape);
+    };
+  }, [close, id, open]);
+
+  useEffect(() => {
+    if (disabled && open && !saving) close(false);
+    if (!disabled && !open && restoreTriggerFocus.current) {
+      restoreTriggerFocus.current = false;
+      trigger.current?.focus();
+    }
+    if (!disabled && open && restoreSaveFocus.current) {
+      restoreSaveFocus.current = false;
+      panel.current
+        ?.querySelector<HTMLButtonElement>("[data-time-picker-save]")
+        ?.focus();
+    }
+    if (saving && open) panel.current?.focus();
+  }, [close, disabled, open, saving]);
+
+  useLayoutEffect(() => {
+    if (!open) return;
+    const place = () => {
+      const anchor = trigger.current?.getBoundingClientRect();
+      const picker = panel.current?.getBoundingClientRect();
+      if (!anchor || !picker) return;
+      const scroller = trigger.current?.closest(
+        ".app-content, .onboarding-frame",
+      );
+      const bounds = scroller?.getBoundingClientRect();
+      const topEdge = (bounds ? Math.max(0, bounds.top) : 0) + 12;
+      const bottomEdge =
+        (bounds
+          ? Math.min(window.innerHeight, bounds.bottom)
+          : window.innerHeight) - 12;
+      const above = anchor.top - topEdge;
+      const below = bottomEdge - anchor.bottom;
+      setPlacement(
+        above >= picker.height || above >= below ? "above" : "below",
+      );
+    };
+    place();
+    window.addEventListener("resize", place);
+    window.addEventListener("scroll", place, true);
+    return () => {
+      window.removeEventListener("resize", place);
+      window.removeEventListener("scroll", place, true);
+    };
+  }, [open]);
+
+  async function save() {
+    const next = `${hour}:${minute}`;
+    if (next === value) {
+      close();
+      return;
+    }
+    setSaving(true);
+    const saved = await onChange(next);
+    setSaving(false);
+    if (saved) close();
+    else restoreSaveFocus.current = true;
+  }
+
+  return (
+    <div className="r6-time-picker" ref={root}>
+      <button
+        ref={trigger}
+        id={id}
+        type="button"
+        className="r6-time-picker-trigger"
+        aria-label={
+          locale.startsWith("zh") ? `${label}，${value}` : `${label}: ${value}`
+        }
+        aria-haspopup="dialog"
+        aria-expanded={open}
+        aria-controls={panelId}
+        disabled={disabled}
+        onClick={() => (open ? close() : show())}
+      >
+        <span>{value}</span>
+        <span className="r6-time-picker-icons" aria-hidden="true">
+          <Clock3 size={15} />
+          <ChevronDown size={14} />
+        </span>
+      </button>
+      {open ? (
+        <section
+          ref={panel}
+          id={panelId}
+          className="r6-time-picker-panel"
+          role="dialog"
+          aria-modal="true"
+          aria-label={label}
+          tabIndex={-1}
+          data-placement={placement}
+          onKeyDown={(event) => {
+            if (event.key !== "Tab") return;
+            const controls = Array.from(
+              event.currentTarget.querySelectorAll<HTMLElement>(
+                "select:not(:disabled), button:not(:disabled)",
+              ),
+            );
+            const first = controls[0];
+            const last = controls.at(-1);
+            if (!first || !last) {
+              event.preventDefault();
+              event.currentTarget.focus();
+              return;
+            }
+            if (event.shiftKey && document.activeElement === first) {
+              event.preventDefault();
+              last.focus();
+            } else if (!event.shiftKey && document.activeElement === last) {
+              event.preventDefault();
+              first.focus();
+            }
+          }}
+        >
+          <div className="r6-time-picker-columns">
+            <label className="r6-time-picker-column">
+              <span aria-hidden="true">HH</span>
+              <select
+                ref={hourSelect}
+                size={6}
+                aria-label={`${label} HH`}
+                value={hour}
+                disabled={saving}
+                onChange={(event) => setHour(event.target.value)}
+              >
+                {HOURS.map((option) => (
+                  <option key={option} value={option}>
+                    {option}
+                  </option>
+                ))}
+              </select>
+            </label>
+            <span className="r6-time-picker-separator" aria-hidden="true">
+              :
+            </span>
+            <label className="r6-time-picker-column">
+              <span aria-hidden="true">MM</span>
+              <select
+                ref={minuteSelect}
+                size={6}
+                aria-label={`${label} MM`}
+                value={minute}
+                disabled={saving}
+                onChange={(event) => setMinute(event.target.value)}
+              >
+                {MINUTES.map((option) => (
+                  <option key={option} value={option}>
+                    {option}
+                  </option>
+                ))}
+              </select>
+            </label>
+          </div>
+          <footer>
+            <R6Button disabled={saving} onClick={() => close()}>
+              {text("取消")}
+            </R6Button>
+            <R6Button
+              variant="primary"
+              pending={saving}
+              data-time-picker-save
+              onClick={() => void save()}
+            >
+              <Check size={15} aria-hidden="true" />
+              {text("保存修改")}
+            </R6Button>
+          </footer>
+        </section>
+      ) : null}
+    </div>
+  );
+}

memhub/apps/web/src/UltraEvolveScheduleFields.tsx

@@ -0,0 +1,63 @@
+import type { EvolveSchedule } from "@one-memory/contracts";
+import { useId } from "react";
+import { useOnboardingTranslation } from "./onboarding-language";
+import { R6Switch } from "./R6Controls";
+import { TimePicker } from "./TimePicker";
+
+export function UltraEvolveScheduleFields({
+  schedule,
+  headingId,
+  disabled = false,
+  onEnabledChange,
+  onTimeChange,
+}: {
+  schedule: EvolveSchedule;
+  headingId?: string;
+  disabled?: boolean;
+  onEnabledChange(enabled: boolean): void;
+  onTimeChange(time: string): Promise<boolean>;
+}) {
+  const { text } = useOnboardingTranslation();
+  const id = useId();
+  return (
+    <>
+      <div className="r6-evolve-heading">
+        <h3 id={headingId}>{text("记忆整合（Evolve）")}</h3>
+        <p>{text("定期重新整理已有记忆，补充更稳定的关联和结论。")}</p>
+      </div>
+      <div className="r6-evolve-setting">
+        <div className="r6-evolve-setting-copy">
+          <h3>{text("每天自动整合")}</h3>
+          <p>
+            {text(
+              schedule.enabled
+                ? "每天 {time} 左右自动整合，使用这台设备的本地时间；休眠错过后会补跑。"
+                : "已关闭。重新开启后仍按 {time} 运行；已生成的结果会保留。",
+            ).replace("{time}", schedule.time)}
+          </p>
+        </div>
+        <R6Switch
+          label={text("每天自动整合")}
+          checked={schedule.enabled}
+          disabled={disabled}
+          onCheckedChange={onEnabledChange}
+        />
+        {schedule.enabled ? (
+          <div className="r6-evolve-time">
+            <div>
+              <label htmlFor={`${id}-time`}>{text("执行时间")}</label>
+              <p>{text("使用这台设备的本地时间。")}</p>
+            </div>
+            <TimePicker
+              id={`${id}-time`}
+              label={text("执行时间")}
+              value={schedule.time}
+              disabled={disabled}
+              onChange={onTimeChange}
+            />
+          </div>
+        ) : null}
+      </div>
+    </>
+  );
+}

memhub/apps/web/src/api.raw.test.ts

@@ -14,7 +14,7 @@ vi.mock("axios", () => ({
   },
 }));
 
-import { getSdkRaw, searchSdkRaw } from "./api";
+import { getSdkRaw, getSdkRawGraph, searchSdkRaw } from "./api";
 
 beforeEach(() => vi.clearAllMocks());
 
@@ -33,13 +33,15 @@ it("lists raw conversations for the selected application", async () => {
       offset: 20,
       limit: 20,
       unit: "turn",
+      paging: undefined,
+      cursor: undefined,
     },
     signal,
   });
 });
 
 it("keeps the application filter when searching raw conversations", async () => {
-  post.mockResolvedValue({ data: { items: [] } });
+  post.mockResolvedValue({ data: { state: "empty", items: [] } });
   const signal = new AbortController().signal;
 
   await searchSdkRaw("release plan", { source: "claude-code", signal });
@@ -57,3 +59,41 @@ it("keeps the application filter when searching raw conversations", async () =>
     { signal, timeout: 10_000 },
   );
 });
+
+it("does not present an unavailable raw search as no matches", async () => {
+  post.mockResolvedValue({
+    data: { state: "unavailable", items: [] },
+  });
+
+  await expect(searchSdkRaw("3d")).rejects.toThrow("raw_search_unavailable");
+});
+
+it("requests one Pro-sized raw graph page", async () => {
+  get.mockResolvedValue({
+    data: {
+      user_id: "local",
+      items: [],
+      total: 1_600,
+      offset: 0,
+      limit: 300,
+      has_more: true,
+    },
+  });
+  const signal = new AbortController().signal;
+
+  await getSdkRawGraph({
+    source: "cursor",
+    offset: 0,
+    limit: 300,
+    signal,
+  });
+
+  expect(get).toHaveBeenCalledWith("/api/v2/raw/graph", {
+    params: {
+      source: "cursor",
+      offset: 0,
+      limit: 300,
+    },
+    signal,
+  });
+});

memhub/apps/web/src/api.ts

@@ -45,6 +45,7 @@ import {
   type SdkMemoryStatus,
   type SdkMemoryVariant,
   type SdkRawContextItem,
+  type SdkRawGraphPage,
   type SdkRawPage,
   type SourceDirectoryCandidate,
   type SourceImportReceipt,
@@ -987,6 +988,8 @@ export async function getSdkRaw({
   offset = 0,
   limit = 100,
   unit = "turn",
+  paging,
+  cursor,
   signal,
 }: {
   source?: string;
@@ -994,10 +997,38 @@ export async function getSdkRaw({
   offset?: number;
   limit?: number;
   unit?: "raw" | "turn";
+  paging?: "offset" | "cursor";
+  cursor?: string | null;
   signal?: AbortSignal;
 } = {}): Promise<SdkRawPage> {
   const response = await client.get<SdkRawPage>("/api/v2/raw", {
-    params: { source, session_id: sessionId, offset, limit, unit },
+    params: {
+      source,
+      session_id: sessionId,
+      offset,
+      limit,
+      unit,
+      paging,
+      cursor: cursor || undefined,
+    },
+    signal,
+  });
+  return response.data;
+}
+
+export async function getSdkRawGraph({
+  source,
+  offset = 0,
+  limit = 300,
+  signal,
+}: {
+  source?: string;
+  offset?: number;
+  limit?: number;
+  signal?: AbortSignal;
+} = {}): Promise<SdkRawGraphPage> {
+  const response = await client.get<SdkRawGraphPage>("/api/v2/raw/graph", {
+    params: { source, offset, limit },
     signal,
   });
   return response.data;
@@ -1019,6 +1050,8 @@ export async function searchSdkRaw(
     },
     { signal: options.signal, timeout: 10_000 },
   );
+  if (response.data?.state !== "grounded" && response.data?.state !== "empty")
+    throw new Error("raw_search_unavailable");
   const items = response.data?.items;
   return Array.isArray(items)
     ? items.filter(

memhub/apps/web/src/applications-home.css

@@ -42,6 +42,8 @@
   margin-bottom: 24px;
 }
 .r6-home-overview {
+  display: flex;
+  flex-direction: column;
   min-width: 0;
   min-height: 346px;
   padding: 26px;
@@ -67,6 +69,17 @@
   font-size: 18px;
   font-weight: 500;
 }
+.r6-evolve-status {
+  width: fit-content;
+  margin: 12px 0 -4px;
+  padding: 5px 9px;
+  border: 1px solid #cbd8e0;
+  border-radius: 999px;
+  background: #edf3f6;
+  color: #4f6574;
+  font-size: 12px;
+  line-height: 20px;
+}
 .r6-home-metrics {
   display: grid;
   grid-template-columns: 1.1fr 1fr 1fr;
@@ -74,6 +87,9 @@
   min-height: 129px;
 }
 .r6-home-metrics > div {
+  display: grid;
+  grid-template-rows: 20px 72px minmax(20px, auto);
+  align-content: start;
   min-width: 0;
   padding: 4px 24px;
   border-right: 1px solid #d5dfe8;
@@ -87,12 +103,16 @@
 .r6-home-metrics p,
 .r6-home-metrics small {
   font-size: 12px;
+  line-height: 20px;
   color: #63707b;
   margin: 0;
 }
+.r6-home-metrics small {
+  display: block;
+}
 .r6-home-figure {
   display: flex;
-  align-items: flex-end;
+  align-items: center;
   gap: 6px;
   margin: 0;
 }
@@ -100,12 +120,10 @@
   font-style: normal;
   font-size: 12px;
   line-height: 20px;
-  padding-bottom: 10px;
   color: #405e75;
 }
 /* Holds the digit slot while the first summary read is in flight, so the 48px
-   type does not spend that frame rendering a word. Height matches the strong
-   below (48px x 1.3). */
+   type does not spend that frame rendering a word. */
 .r6-home-figure-pending {
   display: block;
   width: 92px;
@@ -132,24 +150,25 @@
   animation: none;
 }
 .r6-home-metrics strong {
-  display: block;
+  display: flex;
+  align-items: center;
   font-size: 48px;
   font-weight: 400;
-  line-height: 1.3;
+  line-height: 1;
   color: #405e75;
   font-variant-numeric: tabular-nums;
 }
 .r6-home-metrics strong.r6-home-word {
   font-size: 32px;
-  padding: 14px 0;
+  line-height: 1.25;
   overflow-wrap: anywhere;
 }
 .r6-home-metrics strong.r6-home-time {
   font-size: 34px;
-  line-height: 1.85;
-  padding: 8px 0;
+  line-height: 1.25;
 }
 .r6-home-activity {
+  margin-top: auto;
   border-top: 1px solid #d5dfe8;
   padding-top: 12px;
 }
@@ -278,7 +297,10 @@
   white-space: normal;
 }
 .r6-home-activity small {
+  display: block;
+  margin-top: 4px;
   font-size: 12px;
+  line-height: 18px;
   color: #637786;
 }
 .r6-home-runtime {

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

@@ -791,6 +791,44 @@ button.rail-button.active::before {
   text-overflow: ellipsis;
   white-space: nowrap;
 }
+.map-pagination:has(.map-load-more) {
+  justify-content: center;
+  padding-top: 8px;
+  border-top: 0;
+}
+.map-load-more {
+  display: grid;
+  width: 32px;
+  height: 32px;
+  padding: 0;
+  place-items: center;
+  border: 1px solid var(--bd);
+  border-radius: 50%;
+  color: var(--tx3);
+  background: var(--surface);
+  transition:
+    color var(--motion-fast) var(--motion-enter),
+    background-color var(--motion-fast) var(--motion-enter),
+    transform var(--motion-fast) var(--motion-enter);
+}
+.map-load-more:hover:not(:disabled) {
+  color: var(--ac-strong);
+  background: var(--ac-bg);
+  transform: translateY(1px);
+}
+.map-load-more:focus-visible {
+  outline: 2px solid var(--ac);
+  outline-offset: 2px;
+}
+.map-load-more svg.loading {
+  animation: map-load-more-pulse 800ms ease-in-out infinite alternate;
+}
+@keyframes map-load-more-pulse {
+  to {
+    transform: translateY(4px);
+    opacity: 0.45;
+  }
+}
 .map-list-status {
   flex: none;
   min-height: 28px;
@@ -829,6 +867,16 @@ button.rail-button.active::before {
 .map-memory-list > li {
   margin-bottom: 4px;
 }
+.map-memory-list.raw > li:not(.map-memory-spacer) {
+  height: 112px;
+}
+.map-memory-list.raw .map-memory-item {
+  height: 112px;
+}
+.map-memory-list > .map-memory-spacer {
+  margin: 0;
+  pointer-events: none;
+}
 .map-memory-item {
   display: grid;
   grid-template-columns: 5px minmax(0, 1fr);

memhub/apps/web/src/evolve-state.test.ts

@@ -0,0 +1,81 @@
+import type { EvolveOverview, EvolveRunReceipt } from "@one-memory/contracts";
+import { afterEach, expect, it, vi } from "vitest";
+import { getEvolveOverview } from "./api";
+import {
+  commitEvolveRun,
+  localEvolveRunning,
+  refreshEvolveOverview,
+} from "./evolve-state";
+import { queryClient, resetClient } from "./query-client";
+
+vi.mock("./api", () => ({ getEvolveOverview: vi.fn() }));
+
+const receipt: EvolveRunReceipt = {
+  run_id: "run-1",
+  user_id: "local",
+  agent_id: "all-apps",
+  max_batches: null,
+  trigger: "manual",
+  state: "running",
+  started_at: "2026-11-05T14:00:00Z",
+  finished_at: null,
+  rounds: 0,
+  tasks_processed: 0,
+  batch_failures: 0,
+  cycle_status: null,
+  should_continue: null,
+  continuation_reason: null,
+  remaining_clusters: null,
+  remaining_actionable_clusters: null,
+  remaining_fresh_facts: null,
+  capped: false,
+  elapsed_ms: 0,
+  error_code: null,
+  failure_kind: null,
+  request_id: "request-1",
+};
+
+const overview: EvolveOverview = {
+  mode: "ultra",
+  schedule: { enabled: true, time: "03:00" },
+  users: {},
+  running: [],
+};
+
+afterEach(() => {
+  resetClient();
+  vi.clearAllMocks();
+});
+
+it("shares the latest server overview through the query cache", async () => {
+  vi.mocked(getEvolveOverview).mockResolvedValue(overview);
+
+  await expect(refreshEvolveOverview()).resolves.toEqual(overview);
+  expect(queryClient.getQueryData(["evolve", "local"])).toEqual(overview);
+});
+
+it("publishes an accepted local run immediately from a cold cache", () => {
+  commitEvolveRun(receipt, overview);
+
+  const current = queryClient.getQueryData<EvolveOverview>(["evolve", "local"]);
+  expect(current?.running).toEqual([receipt]);
+  expect(localEvolveRunning(current)).toBe(true);
+});
+
+it("does not let a pre-mutation overview overwrite the accepted run", async () => {
+  let resolveRead: ((value: EvolveOverview) => void) | undefined;
+  vi.mocked(getEvolveOverview).mockReturnValue(
+    new Promise((resolve) => {
+      resolveRead = resolve;
+    }),
+  );
+  const staleRead = refreshEvolveOverview();
+
+  commitEvolveRun(receipt, overview);
+  resolveRead?.(overview);
+
+  await expect(staleRead).resolves.toMatchObject({ running: [receipt] });
+  expect(
+    queryClient.getQueryData<EvolveOverview>(["evolve", "local"])?.running,
+  ).toEqual([receipt]);
+});

memhub/apps/web/src/evolve-state.ts

@@ -0,0 +1,76 @@
+import type { EvolveOverview, EvolveRunReceipt } from "@one-memory/contracts";
+import { useQuery } from "@tanstack/react-query";
+import * as api from "./api";
+import { onClientReset, queryClient } from "./query-client";
+
+const EVOLVE_KEY = ["evolve", "local"] as const;
+
+queryClient.setQueryDefaults(EVOLVE_KEY, {
+  gcTime: Number.POSITIVE_INFINITY,
+  staleTime: 1_000,
+});
+
+let mutationGeneration = 0;
+let readsStarted = 0;
+let readsLanded = 0;
+onClientReset(() => {
+  mutationGeneration = 0;
+  readsStarted = 0;
+  readsLanded = 0;
+});
+
+export async function refreshEvolveOverview() {
+  const generation = mutationGeneration;
+  const order = ++readsStarted;
+  const next = await api.getEvolveOverview();
+  const current = queryClient.getQueryData<EvolveOverview>(EVOLVE_KEY);
+  if (generation !== mutationGeneration || order < readsLanded)
+    return current ?? next;
+  readsLanded = order;
+  queryClient.setQueryData(EVOLVE_KEY, next);
+  return next;
+}
+
+/** Publish an accepted run before polling confirms it so every page agrees. */
+export function commitEvolveRun(
+  receipt: EvolveRunReceipt,
+  fallback?: EvolveOverview,
+) {
+  mutationGeneration++;
+  queryClient.setQueryData<EvolveOverview>(EVOLVE_KEY, (current) => {
+    const base = current ?? fallback;
+    return base
+      ? {
+          ...base,
+          running: [
+            ...base.running.filter(
+              (running) => running.user_id !== receipt.user_id,
+            ),
+            receipt,
+          ],
+        }
+      : current;
+  });
+  void queryClient.invalidateQueries({ queryKey: EVOLVE_KEY });
+}
+
+export function useEvolveState(active = true) {
+  return useQuery(
+    {
+      queryKey: EVOLVE_KEY,
+      queryFn: refreshEvolveOverview,
+      enabled: active,
+      refetchInterval: (query) =>
+        query.state.data?.running.length ? 1_500 : 10_000,
+    },
+    queryClient,
+  );
+}
+
+export function useEvolveOverview(active = true) {
+  return useEvolveState(active).data;
+}
+
+export function localEvolveRunning(overview?: EvolveOverview | null) {
+  return overview?.running.some((run) => run.user_id === "local") ?? false;
+}

memhub/apps/web/src/first-import-r6.css

@@ -3,8 +3,8 @@
   display: grid;
   grid-template-columns: minmax(0, 738px) 278px;
   gap: 30px;
-  min-height: 100%;
-  height: auto;
+  height: 560.2px;
+  min-height: 0;
 }
 .first-import-r6-main {
   min-width: 0;
@@ -35,12 +35,13 @@
   line-height: 20px;
 }
 .first-import-r6-main > .r6-import-progress {
-  flex: 0 0 auto;
+  flex: 0 0 218px;
 }
 .first-import-r6-feed {
-  flex: 0 0 auto;
+  min-height: 0;
+  flex: 1;
   margin-top: 26px;
-  overflow: visible;
+  overflow: auto;
   scrollbar-width: thin;
   overscroll-behavior: contain;
 }
@@ -224,8 +225,10 @@
   margin: 6px 0;
 }
 .first-import-r6-footer-note {
-  flex: 1 1 240px;
+  flex: 1;
   min-width: 0;
+  max-height: 64px;
+  overflow: auto;
 }
 .first-import-r6-footer-note p {
   margin: 0;
@@ -242,15 +245,12 @@
 }
 .first-import-r6-footer-actions {
   display: flex;
-  flex: 0 1 auto;
-  min-width: 0;
-  max-width: 100%;
   flex-wrap: wrap;
-  gap: 12px;
+  gap: 16px;
   align-items: center;
 }
 .first-import-r6-footer-actions > [data-variant="primary"] {
-  min-width: min(160px, 100%);
+  min-width: 210px;
 }
 .first-import-r6-footer-actions .r6-button-label {
   display: inline-flex;
@@ -403,18 +403,18 @@ dialog.first-import-r6-original[open] {
 }
 @media (min-width: 761px) and (max-height: 959px) {
   .onboarding-r6-body:has(> .first-import-r6-layout) {
-    overflow-y: auto;
+    overflow: hidden;
     padding-top: 16px;
     padding-bottom: 16px;
   }
   .first-import-r6-layout {
-    height: auto;
+    height: 100%;
   }
 }
 @media (min-width: 761px) and (max-height: 859px) {
   .first-import-r6-options {
     padding: 14px;
-    overflow: visible;
+    overflow: hidden;
   }
   .first-import-r6-eyebrow {
     margin-bottom: 4px;

memhub/apps/web/src/memory-mode-cards.css

@@ -0,0 +1,498 @@
+.memory-mode-cards {
+  position: relative;
+  flex: 1;
+  min-width: 0;
+  min-height: 420px;
+  display: flex;
+}
+
+.memory-mode-card-list {
+  flex: 1;
+  min-width: 0;
+  min-height: 0;
+  display: flex;
+  flex-direction: column;
+  gap: 14px;
+}
+
+.memory-mode-card {
+  position: relative;
+  flex: 1 1 0;
+  min-width: 0;
+  min-height: 128px;
+  height: 100%;
+  display: flex;
+  flex-direction: column;
+  overflow: hidden;
+  border: 1px solid #c7d3dc;
+  border-radius: 15px;
+  background: rgb(255 255 255 / 66%);
+  color: #304757;
+  box-shadow: inset 0 1px rgb(255 255 255 / 82%);
+  transition:
+    border-color 140ms ease-out,
+    background-color 140ms ease-out,
+    box-shadow 140ms ease-out,
+    transform 140ms ease-out;
+}
+
+.memory-mode-card:has(.memory-mode-card-choice:hover):not(
+  [data-disabled="true"]
+) {
+  border-color: #91a7b6;
+  background: rgb(255 255 255 / 82%);
+  transform: translateY(-1px);
+}
+
+.memory-mode-card[data-selected="true"] {
+  border: 2px solid #6f9183;
+  background: #fbfdfc;
+  box-shadow: 0 10px 26px rgb(47 107 87 / 8%);
+}
+
+.memory-mode-cards--rows
+  .memory-mode-card[data-mode="ultra"][data-selected="true"] {
+  min-height: 166px;
+}
+
+.memory-mode-card[data-disabled="true"] {
+  opacity: 0.55;
+}
+
+.memory-mode-card-choice {
+  position: relative;
+  flex: 1 1 auto;
+  min-height: 0;
+  height: auto;
+  padding: 18px 20px;
+  display: grid;
+  grid-template-columns: minmax(250px, 0.9fr) minmax(0, 1.6fr);
+  grid-template-rows: auto auto;
+  column-gap: 24px;
+  align-items: center;
+  cursor: pointer;
+}
+
+.memory-mode-card[data-disabled="true"] .memory-mode-card-choice {
+  cursor: default;
+}
+
+.memory-mode-card-choice > input {
+  position: absolute;
+  width: 1px;
+  height: 1px;
+  opacity: 0;
+  pointer-events: none;
+}
+
+.memory-mode-card:has(input:focus-visible) {
+  outline: 2px solid var(--r6-focus, #557c93);
+  outline-offset: 3px;
+}
+
+.memory-mode-title {
+  grid-column: 1;
+  grid-row: 1;
+  min-width: 0;
+  display: flex;
+  align-items: center;
+  gap: 8px;
+  padding-right: 34px;
+}
+
+.memory-mode-index {
+  flex: 0 0 auto;
+  color: var(--ok, #2f6b57);
+  font-size: 11px;
+  font-variant-numeric: tabular-nums;
+  letter-spacing: 0.06em;
+}
+
+.memory-mode-title strong {
+  min-width: 0;
+  color: #263947;
+  font-size: 19px;
+  font-weight: 600;
+  line-height: 28px;
+}
+
+.memory-mode-tier {
+  flex: 0 0 auto;
+  color: var(--ok, #2f6b57);
+  font-size: 11px;
+  font-weight: 650;
+  letter-spacing: 0.05em;
+  text-transform: uppercase;
+}
+
+.memory-mode-current {
+  flex: 0 0 auto;
+  padding: 1px 6px;
+  border-radius: 999px;
+  color: #526a60;
+  background: #edf4f0;
+  font-size: 10px;
+  line-height: 17px;
+}
+
+.memory-mode-radio {
+  position: absolute;
+  top: 18px;
+  right: 20px;
+  width: 21px;
+  height: 21px;
+  flex: 0 0 21px;
+  display: grid;
+  place-items: center;
+  border: 1px solid #8da0ae;
+  border-radius: 6px;
+  color: #fff;
+  background: rgb(255 255 255 / 82%);
+}
+
+.memory-mode-card[data-selected="true"] .memory-mode-radio {
+  border-color: var(--ok, #2f6b57);
+  background: var(--ok, #2f6b57);
+}
+
+.memory-mode-radio svg {
+  stroke: #fff;
+  stroke-width: 2;
+}
+
+.memory-mode-description {
+  grid-column: 1;
+  grid-row: 2;
+  align-self: start;
+  min-height: 0;
+  margin-top: 6px;
+  color: #526674;
+  font-size: 13px;
+  line-height: 22px;
+  text-wrap: pretty;
+}
+
+.memory-mode-features {
+  grid-column: 2;
+  grid-row: 1 / -1;
+  align-self: stretch;
+  margin-top: 0;
+  padding: 0 42px 0 24px;
+  display: grid;
+  grid-template-columns: repeat(3, minmax(0, 1fr));
+  align-content: center;
+  gap: 0;
+  color: #5e6e7a;
+  font-size: 12px;
+  line-height: 19px;
+}
+
+.memory-mode-features > span {
+  position: relative;
+  display: flex;
+  align-items: center;
+  min-width: 0;
+  min-height: 40px;
+  padding: 0 16px;
+  overflow-wrap: break-word;
+  hyphens: auto;
+}
+
+.memory-mode-features > span::before {
+  content: "";
+  position: absolute;
+  top: 50%;
+  left: 0;
+  width: 1px;
+  height: 22px;
+  background: rgb(199 211 220 / 78%);
+  transform: translateY(-50%);
+}
+
+.memory-mode-features i {
+  display: none;
+}
+
+.memory-mode-detail {
+  width: auto;
+  margin: 7px 18px 12px;
+  padding: 10px 0 0;
+  display: flex;
+  align-items: flex-start;
+  gap: 9px;
+  border-top: 1px solid rgb(166 190 179 / 48%);
+  background: transparent;
+  color: #405867;
+  font-size: 12px;
+  line-height: 18px;
+  animation: memory-mode-detail-in 180ms ease-out both;
+}
+
+.memory-mode-detail > svg {
+  color: #527565;
+  flex: 0 0 auto;
+}
+
+.memory-mode-detail > div {
+  min-width: 0;
+  flex: 1;
+}
+
+.memory-mode-cards--grid {
+  flex: none;
+  min-height: 0;
+  display: grid;
+  grid-template-columns: repeat(3, minmax(0, 1fr));
+  gap: 16px;
+  align-items: start;
+}
+
+.memory-mode-cards--grid .memory-mode-card-list {
+  display: contents;
+}
+
+.memory-mode-cards--grid .memory-mode-card {
+  position: static;
+  flex: none;
+  min-height: 286px;
+  height: auto;
+}
+
+.memory-mode-cards--grid .memory-mode-card-choice {
+  position: static;
+  min-height: 284px;
+  height: auto;
+  padding: 20px;
+  display: flex;
+  flex-direction: column;
+}
+
+.memory-mode-cards--grid .memory-mode-title {
+  width: 100%;
+  padding-right: 0;
+}
+
+.memory-mode-cards--grid .memory-mode-radio {
+  position: static;
+  margin-left: auto;
+}
+
+.memory-mode-cards--grid .memory-mode-description {
+  min-height: 50px;
+  margin-top: 10px;
+}
+
+.memory-mode-cards--grid .memory-mode-features {
+  width: 100%;
+  margin-top: auto;
+  padding: 16px 0 2px;
+  grid-template-columns: minmax(0, 1fr);
+  border-top: 1px solid #dbe4ea;
+  border-left: 0;
+}
+
+.memory-mode-cards--grid .memory-mode-features > span {
+  min-height: 34px;
+  padding: 6px 0;
+}
+
+.memory-mode-cards--grid .memory-mode-features > span + span {
+  border-top: 1px solid rgb(199 211 220 / 72%);
+  border-left: 0;
+}
+
+.memory-mode-cards--grid .memory-mode-features > span::before {
+  display: none;
+}
+
+.memory-mode-cards--grid .memory-mode-detail {
+  width: auto;
+  margin: 8px 18px 16px;
+  padding: 12px 0 0;
+  display: block;
+  background: transparent;
+  font-size: 12px;
+  line-height: 20px;
+}
+
+.memory-mode-cards--grid .memory-mode-detail > svg {
+  display: none;
+}
+
+@keyframes memory-mode-detail-in {
+  from {
+    opacity: 0;
+    transform: translateY(-4px);
+  }
+}
+
+@media (min-width: 761px) and (max-height: 959px) {
+  .memory-mode-cards--rows {
+    min-height: 284px;
+  }
+  .memory-mode-cards--rows .memory-mode-card-list {
+    gap: 10px;
+  }
+  .memory-mode-cards--rows .memory-mode-card {
+    min-height: 88px;
+  }
+  .memory-mode-cards--rows
+    .memory-mode-card[data-mode="ultra"][data-selected="true"] {
+    min-height: 116px;
+  }
+  .memory-mode-cards--rows .memory-mode-card-choice {
+    min-height: 0;
+    padding: 11px 16px;
+    grid-template-columns: minmax(220px, 0.85fr) minmax(0, 1.65fr);
+    column-gap: 18px;
+  }
+  .memory-mode-cards--rows .memory-mode-radio {
+    top: 11px;
+    right: 16px;
+  }
+  .memory-mode-cards--rows .memory-mode-title strong {
+    font-size: 16px;
+    line-height: 22px;
+  }
+  .memory-mode-cards--rows .memory-mode-description {
+    min-height: 0;
+    margin-top: 2px;
+    font-size: 11px;
+    line-height: 16px;
+  }
+  .memory-mode-cards--rows .memory-mode-features {
+    margin-top: 0;
+    padding: 0 34px 0 18px;
+    gap: 0;
+    font-size: 11px;
+    line-height: 15px;
+  }
+  .memory-mode-cards--rows .memory-mode-features > span {
+    min-height: 32px;
+    padding: 0 10px;
+  }
+  .memory-mode-cards--rows .memory-mode-detail {
+    margin: 6px 14px 10px;
+    padding: 8px 0 0;
+    gap: 6px;
+    font-size: 11px;
+    line-height: 16px;
+  }
+}
+
+@media (max-width: 760px) {
+  .memory-mode-cards--rows {
+    flex: none;
+    min-height: 0;
+  }
+  .memory-mode-cards--rows .memory-mode-card-list {
+    display: grid;
+    grid-template-columns: 1fr;
+  }
+  .memory-mode-cards--rows .memory-mode-card {
+    flex: none;
+    min-height: 0;
+    height: auto;
+  }
+  .memory-mode-cards--rows .memory-mode-card-choice {
+    height: auto;
+    min-height: 0;
+    padding: 20px;
+    display: flex;
+    flex-direction: column;
+  }
+  .memory-mode-cards--rows .memory-mode-radio {
+    position: static;
+    margin-left: auto;
+  }
+  .memory-mode-cards--rows .memory-mode-title {
+    width: 100%;
+    padding-right: 0;
+  }
+  .memory-mode-cards--rows .memory-mode-description {
+    min-height: 0;
+    margin-top: 8px;
+  }
+  .memory-mode-cards--rows .memory-mode-features {
+    width: 100%;
+    margin-top: 16px;
+    padding: 16px 0 0;
+    grid-template-columns: minmax(0, 1fr);
+    border-top: 1px solid #dbe4ea;
+    border-left: 0;
+  }
+  .memory-mode-cards--rows .memory-mode-features > span {
+    min-height: 34px;
+    padding: 6px 0;
+  }
+  .memory-mode-cards--rows .memory-mode-features > span + span {
+    border-top: 1px solid rgb(199 211 220 / 72%);
+    border-left: 0;
+  }
+  .memory-mode-cards--rows .memory-mode-features > span::before {
+    display: none;
+  }
+  .memory-mode-cards--rows .memory-mode-detail {
+    width: auto;
+    margin: 8px 20px 14px;
+    padding: 12px 0 0;
+    background: transparent;
+  }
+}
+
+@media (min-width: 681px) and (max-height: 959px) {
+  .memory-mode-cards--grid {
+    gap: 14px;
+  }
+  .memory-mode-cards--grid .memory-mode-card {
+    min-height: 194px;
+  }
+  .memory-mode-cards--grid .memory-mode-card-choice {
+    min-height: 194px;
+    padding: 16px;
+  }
+  .memory-mode-cards--grid .memory-mode-title strong {
+    font-size: 17px;
+    line-height: 25px;
+  }
+  .memory-mode-cards--grid .memory-mode-description {
+    min-height: 36px;
+    margin-top: 8px;
+    font-size: 12px;
+    line-height: 20px;
+  }
+  .memory-mode-cards--grid .memory-mode-features {
+    padding-top: 10px;
+    gap: 6px;
+    font-size: 11px;
+    line-height: 18px;
+  }
+  .memory-mode-cards--grid .memory-mode-detail {
+    width: auto;
+    margin: 6px 14px 14px;
+    padding: 10px 0 0;
+    font-size: 11px;
+    line-height: 18px;
+  }
+}
+
+@media (max-width: 680px) {
+  .memory-mode-cards--grid {
+    grid-template-columns: 1fr;
+  }
+  .memory-mode-cards--grid .memory-mode-card,
+  .memory-mode-cards--grid .memory-mode-card-choice {
+    min-height: 0;
+  }
+  .memory-mode-cards--grid .memory-mode-description {
+    min-height: 0;
+  }
+}
+
+@media (prefers-reduced-motion: reduce) {
+  .memory-mode-card,
+  .memory-mode-detail {
+    animation: none;
+    transition: none;
+  }
+}

memhub/apps/web/src/memory-mode-ui.tsx

@@ -0,0 +1,232 @@
+import type { MemoryModePlan, MemoryPipelineMode } from "@one-memory/contracts";
+import { useEffect, useRef } from "react";
+import { useOnboardingTranslation } from "./onboarding-language";
+import { R6Button } from "./R6Controls";
+
+export const MODE_COPY: Record<
+  MemoryPipelineMode,
+  { title: string; description: string }
+> = {
+  lite: {
+    title: "基础记忆（lite）",
+    description: "保存原始对话 · 不调用生成模型 · 搜索原始会话",
+  },
+  pro: {
+    title: "智能记忆（pro）",
+    description: "沉淀高级记忆 · 调用生成模型 · 搜索沉淀记忆",
+  },
+  ultra: {
+    title: "深度记忆（ultra）",
+    description: "智能记忆 + 知识图谱 · 可自动 Evolve · 增强关联召回",
+  },
+};
+
+export const BLOCKER_COPY: Record<MemoryModePlan["blockers"][number], string> =
+  {
+    active_model_required: "使用 pro 或 ultra 前需要先配置并启用生成模型。",
+    embedding_maintenance_in_progress:
+      "正在检查或切换向量模型，完成后才能切换记忆模式。",
+    memory_lifecycle_busy: "记忆维护正在进行，完成后才能切换模式。",
+    graph_store_unavailable: "当前安装缺少知识图谱组件，无法开启 ultra。",
+  };
+
+export function memoryModePlanRows(plan: MemoryModePlan) {
+  const rows = [
+    {
+      label: "新对话",
+      content:
+        plan.capabilities.content_plane === "raw"
+          ? "之后只保存原始对话，不再生成新记忆。"
+          : plan.capabilities.graph_enabled
+            ? "新对话会整理成记忆并写入知识图谱。"
+            : "新对话会由模型整理成记忆。",
+    },
+    {
+      label: "模型调用与费用",
+      content: plan.capabilities.generation_required
+        ? plan.capabilities.evolve_available
+          ? "会调用当前生成模型；自动整合可能产生额外费用。切换本身不会立即整合。"
+          : "会调用当前生成模型，可能产生服务商费用。"
+        : "不调用生成模型，不再产生这部分费用。",
+    },
+    {
+      label: "搜索范围",
+      content:
+        plan.capabilities.content_plane === "raw"
+          ? "切换后搜索原始对话。"
+          : plan.capabilities.graph_enabled
+            ? "搜索沉淀记忆，并用知识图谱补充关联。"
+            : "搜索沉淀后的记忆。",
+    },
+  ];
+  if (plan.effects.includes("earlier_raw_not_extracted"))
+    rows.push({
+      label: "已有数据",
+      content: "已经处理完的旧对话不会补做；原始对话全部保留。",
+    });
+  if (plan.effects.includes("higher_mode_memories_hidden"))
+    rows.push({
+      label: "已有数据",
+      content:
+        plan.effective_target === "pro"
+          ? "普通沉淀记忆仍可使用；深度记忆新增的更高层记忆和图谱数据继续保留，但在智能记忆下不显示、不参与召回。原始对话不会删除。"
+          : "已有记忆继续保留，但在基础记忆下不显示、不参与召回；原始对话不会删除。",
+    });
+  if (plan.effects.includes("existing_memories_added_to_graph"))
+    rows.push({
+      label: "知识图谱",
+      content: "已有记忆会在后台加入知识图谱，期间仍可使用。",
+    });
+  if (plan.effects.includes("evolve_stopped"))
+    rows.push({
+      label: "每天自动整合",
+      content: "每天自动整合会停止，已经生成的数据不会删除。",
+    });
+  if (plan.capabilities.evolve_available)
+    rows.push({
+      label: "切换后",
+      content: "可设置每天自动整合时间，也可以随时立即整合一次。",
+    });
+  return rows;
+}
+
+export function MemoryModeConfirmDialog({
+  mode,
+  plan,
+  busy,
+  error,
+  opener,
+  allowedBlockers = [],
+  onCancel,
+  onConfirm,
+}: {
+  mode: MemoryPipelineMode;
+  plan: MemoryModePlan;
+  busy: boolean;
+  error?: string;
+  opener?: HTMLElement | null;
+  allowedBlockers?: readonly MemoryModePlan["blockers"][number][];
+  onCancel(): void;
+  onConfirm(): void;
+}) {
+  const { text } = useOnboardingTranslation();
+  const panel = useRef<HTMLElement>(null);
+  const busyRef = useRef(busy);
+  const onCancelRef = useRef(onCancel);
+  busyRef.current = busy;
+  onCancelRef.current = onCancel;
+  const blocking = plan.blockers.filter(
+    (blocker) => !allowedBlockers.includes(blocker),
+  );
+
+  useEffect(() => {
+    const element = panel.current;
+    if (!element) return;
+    const inertSiblings = new Map<HTMLElement, boolean>();
+    let branch: HTMLElement = element.parentElement ?? element;
+    while (branch.parentElement) {
+      for (const sibling of branch.parentElement.children) {
+        if (!(sibling instanceof HTMLElement) || sibling === branch) continue;
+        inertSiblings.set(sibling, sibling.inert);
+        sibling.inert = true;
+      }
+      branch = branch.parentElement;
+      if (branch === document.body) break;
+    }
+    const controls = () =>
+      Array.from(
+        element.querySelectorAll<HTMLElement>("button:not(:disabled)"),
+      );
+    controls()[0]?.focus();
+    const handleKey = (event: KeyboardEvent) => {
+      if (event.key === "Escape" && !busyRef.current) {
+        event.preventDefault();
+        onCancelRef.current();
+        return;
+      }
+      if (event.key !== "Tab") return;
+      const items = controls();
+      const first = items[0];
+      const last = items.at(-1);
+      if (!first || !last) {
+        event.preventDefault();
+        element.focus();
+      } else if (event.shiftKey && document.activeElement === first) {
+        event.preventDefault();
+        last.focus();
+      } else if (!event.shiftKey && document.activeElement === last) {
+        event.preventDefault();
+        first.focus();
+      }
+    };
+    element.addEventListener("keydown", handleKey);
+    return () => {
+      element.removeEventListener("keydown", handleKey);
+      for (const [sibling, wasInert] of inertSiblings) sibling.inert = wasInert;
+      if (opener?.isConnected) opener.focus();
+    };
+  }, [opener]);
+
+  useEffect(() => {
+    if (busy) panel.current?.focus();
+  }, [busy]);
+
+  return (
+    <div className="r6-settings-dialog-layer" role="presentation">
+      <section
+        ref={panel}
+        className="r6-settings-dialog r6-mode-confirm-dialog"
+        role="dialog"
+        aria-modal="true"
+        aria-labelledby="memory-mode-confirm-title"
+        tabIndex={-1}
+      >
+        <h2 id="memory-mode-confirm-title">
+          {text("切换到 {mode}？").replace(
+            "{mode}",
+            text(MODE_COPY[mode].title),
+          )}
+        </h2>
+        <dl className="r6-mode-confirm-effects">
+          {memoryModePlanRows(plan).map((row) => (
+            <div key={`${row.label}:${row.content}`}>
+              <dt>{text(row.label)}</dt>
+              <dd>{text(row.content)}</dd>
+            </div>
+          ))}
+        </dl>
+        {plan.blockers.map((blocker) => (
+          <p
+            className={
+              blocking.includes(blocker)
+                ? "r6-settings-error"
+                : "r6-settings-note"
+            }
+            role={blocking.includes(blocker) ? "alert" : "status"}
+            key={blocker}
+          >
+            {text(BLOCKER_COPY[blocker])}
+          </p>
+        ))}
+        {error ? (
+          <p className="r6-settings-error" role="alert">
+            {text(error)}
+          </p>
+        ) : null}
+        <footer>
+          <R6Button disabled={busy} onClick={onCancel}>
+            {text("取消")}
+          </R6Button>
+          <R6Button
+            variant="primary"
+            pending={busy}
+            disabled={blocking.length > 0}
+            onClick={onConfirm}
+          >
+            {text("切换模式")}
+          </R6Button>
+        </footer>
+      </section>
+    </div>
+  );
+}

memhub/apps/web/src/model-profile-readiness.test.ts

@@ -0,0 +1,79 @@
+import type { ModelProbeResult, ModelProfile } from "@one-memory/contracts";
+import { expect, it } from "vitest";
+import { modelProfileReady, profileFromProbe } from "./model-profile-readiness";
+
+const profile: ModelProfile = {
+  profile_id: "saved-1",
+  name: "Saved model",
+  provider_kind: "openai_compatible",
+  base_url: "https://models.example/v1",
+  model: "model-1",
+  embedding_model: null,
+  embedding_provider_kind: null,
+  embedding_base_url: null,
+  embedding_dimensions: null,
+  context_window: null,
+  disable_thinking: false,
+  has_api_key: true,
+  timeout_seconds: 60,
+  max_concurrency: 1,
+  revision: 1,
+  is_active: false,
+  created_at: "2026-09-14T00:00:00Z",
+  updated_at: "2026-09-14T00:00:00Z",
+  capabilities: {
+    endpoint_reachable: false,
+    model_available: false,
+    embedding_available: false,
+    structured_output: false,
+  },
+};
+
+function probe(
+  inputRevision: number | null | undefined = 1,
+  outputRevision = 2,
+): ModelProbeResult {
+  return {
+    profile_id: profile.profile_id,
+    input_profile_revision: inputRevision,
+    profile_revision: outputRevision,
+    stages: [],
+    capabilities: {
+      endpoint_reachable: true,
+      model_available: true,
+      embedding_available: true,
+      structured_output: false,
+    },
+  };
+}
+
+it("accepts a measured one-revision bump before or after profile refresh", () => {
+  const receipt = probe();
+  const beforeRefresh = profileFromProbe(profile, receipt);
+  const afterRefresh = profileFromProbe({ ...profile, revision: 2 }, receipt);
+
+  expect(beforeRefresh).toMatchObject({ revision: 2 });
+  expect(afterRefresh).toMatchObject({ revision: 2 });
+  expect(modelProfileReady(beforeRefresh as ModelProfile, receipt)).toBe(true);
+});
+
+it("rejects a bump without input evidence, a skipped revision and another profile", () => {
+  expect(profileFromProbe(profile, probe(null, 2))).toBeNull();
+  expect(profileFromProbe(profile, probe(1, 3))).toBeNull();
+  expect(
+    profileFromProbe(profile, {
+      ...probe(),
+      profile_id: "another-profile",
+    }),
+  ).toBeNull();
+});
+
+it("keeps unavailable credentials from becoming ready", () => {
+  const receipt = probe();
+  const tested = profileFromProbe(
+    { ...profile, credential_state: "unavailable" },
+    receipt,
+  );
+  expect(tested).not.toBeNull();
+  expect(modelProfileReady(tested as ModelProfile, receipt)).toBe(false);
+});

memhub/apps/web/src/model-profile-readiness.ts

@@ -0,0 +1,48 @@
+import type { ModelProbeResult, ModelProfile } from "@one-memory/contracts";
+
+export function profileFromProbe(
+  profile: ModelProfile,
+  probe: ModelProbeResult | null | undefined,
+): ModelProfile | null {
+  if (!probe || probe.profile_id !== profile.profile_id) return null;
+  const inputRevision = probe.input_profile_revision;
+  if (!Number.isSafeInteger(probe.profile_revision)) return null;
+  if (inputRevision === undefined || inputRevision === null) {
+    if (probe.profile_revision !== profile.revision) return null;
+  } else {
+    if (
+      !Number.isSafeInteger(inputRevision) ||
+      (probe.profile_revision !== inputRevision &&
+        probe.profile_revision !== inputRevision + 1) ||
+      (profile.revision !== inputRevision &&
+        profile.revision !== probe.profile_revision)
+    )
+      return null;
+  }
+  return {
+    ...profile,
+    revision: probe.profile_revision,
+    capabilities: probe.capabilities,
+  };
+}
+
+export function modelProfileReady(
+  profile: ModelProfile,
+  probe: ModelProbeResult | null = null,
+  error: string | null = null,
+): boolean {
+  return (
+    !error &&
+    (!probe ||
+      (probe.profile_id === profile.profile_id &&
+        probe.profile_revision === profile.revision &&
+        probe.capabilities.endpoint_reachable &&
+        probe.capabilities.model_available &&
+        probe.capabilities.embedding_available)) &&
+    profile.credential_state !== "unavailable" &&
+    !(profile.has_configured_api_key && !profile.has_api_key) &&
+    profile.capabilities.endpoint_reachable &&
+    profile.capabilities.model_available &&
+    profile.capabilities.embedding_available
+  );
+}

memhub/apps/web/src/onboarding-model-r6.css

@@ -588,49 +588,44 @@
   transition: none;
 }
 
-/* Generation-only cold start. Embedding remains a separate settings lane. */
-.onboarding-model-r6 .onboarding-r6-head > div {
-  width: min(760px, 100%);
-}
-.onboarding-model-layout {
-  display: block;
-  width: min(760px, 100%);
-  height: auto;
-  margin-inline: auto;
-}
-.onboarding-model-form {
-  overflow: visible;
-}
+/* The current controller keeps generation-only behavior. The presentation
+   intentionally returns to the original open-source setup composition:
+   an open form column, a separate context column, and a distinct advanced state. */
 .onboarding-model-group {
-  display: grid;
-  gap: 20px;
-  padding: 24px;
-  border: 1px solid #d8e2e8;
-  border-radius: 14px;
-  background: #fff;
+  display: block;
 }
-.onboarding-model-provider,
-.onboarding-model-key {
-  margin-top: 0;
+.onboarding-model-group > .onboarding-model-intro {
+  margin-bottom: 0;
 }
-.onboarding-model-field {
-  gap: 7px;
-}
-.onboarding-model-field :is(input, select),
 .onboarding-model-field .om-option-menu-button,
 .generation-model-field :is(input, select) {
   width: 100%;
   min-width: 0;
-  height: 44px;
-  padding: 9px 12px;
-  border: 1px solid #c8d3db;
+  height: 54px;
+  padding: 12px 16px;
+  border: 1px solid #c0ccd5;
   border-radius: 8px;
-  background: #fff;
+  background: #f0f5f6;
   color: #262a2e;
   font:
-    400 14px / 22px "Noto Sans SC",
+    400 14px / 23px "Noto Sans SC",
     "PingFang SC",
     sans-serif;
+  transition:
+    border-color var(--r6-fast, 140ms),
+    background-color var(--r6-fast, 140ms);
+}
+.onboarding-model-field .om-option-menu-button:hover:not(:disabled),
+.generation-model-field :is(input, select):hover:not(:disabled) {
+  border-color: #9fb6ad;
+  background: #eaf1f2;
+}
+.generation-model-field select:not(:disabled),
+.generation-technical-toggle:not(:disabled) {
+  cursor: pointer;
+}
+:is(.onboarding-model-field, .generation-model-field) [aria-invalid="true"] {
+  border-color: #a24646;
 }
 .onboarding-model-field small,
 .generation-model-field small {
@@ -641,11 +636,8 @@
 .onboarding-model-default-summary {
   display: grid;
   gap: 6px;
-  padding: 14px 0;
-  border-block: 1px solid #e4eaee;
-}
-.onboarding-model-default-summary span,
-.onboarding-model-disclosure {
+  min-height: 54px;
+  margin-top: 12px;
   color: #63707b;
   font-size: 12px;
   line-height: 20px;
@@ -655,100 +647,131 @@
   font-size: 14px;
   font-weight: 600;
 }
-.onboarding-model-disclosure {
-  display: grid;
-  gap: 6px;
-}
 .generation-technical-disclosure {
-  border-top: 1px solid #e4eaee;
-  padding-top: 4px;
+  margin-top: 23px;
 }
 .generation-technical-toggle {
   display: flex;
   width: 100%;
-  min-height: 44px;
+  min-height: 28px;
   align-items: center;
   justify-content: space-between;
-  padding: 8px 0;
+  padding: 0;
   border: 0;
+  border-radius: 6px;
   background: transparent;
   color: #4e6478;
   font:
     500 13px / 21px "Noto Sans SC",
     "PingFang SC",
     sans-serif;
+  transition:
+    background-color var(--r6-fast, 140ms),
+    color var(--r6-fast, 140ms);
+}
+.generation-technical-toggle:hover:not(:disabled) {
+  background: #ffffff66;
+  color: #33424d;
 }
 .generation-technical-fields {
   display: grid;
   grid-template-columns: repeat(2, minmax(0, 1fr));
-  gap: 16px;
-  padding-top: 12px;
-}
-.generation-model-field {
-  display: grid;
-  min-width: 0;
-  gap: 6px;
-  color: #63707b;
-  font-size: 12px;
-  line-height: 20px;
-}
-.generation-model-field:has([name="base-url"]),
-.generation-runtime-fields,
-.generation-thinking {
-  grid-column: 1 / -1;
-}
-.generation-runtime-fields {
-  display: grid;
-  grid-template-columns: repeat(3, minmax(0, 1fr));
-  gap: 12px;
+  gap: 19px 30px;
+  margin-top: 34px;
 }
 .generation-technical-fields[hidden] {
   display: none;
 }
-.generation-runtime-note {
+.generation-model-field {
+  display: grid;
+  min-width: 0;
+  gap: 5px;
+  color: #63707b;
+  font-size: 12px;
+  line-height: 20px;
+}
+.generation-model-field:has([name="base_url"]),
+.generation-runtime-fields,
+.generation-runtime-note,
+.generation-thinking {
   grid-column: 1 / -1;
+}
+.generation-model-field :is(input, select) {
+  height: 42px;
+  padding: 9px 12px;
+  font-size: 13px;
+  line-height: 21px;
+}
+.generation-runtime-fields {
+  display: grid;
+  grid-template-columns: repeat(3, minmax(0, 1fr));
+  gap: 24px;
+}
+.generation-runtime-note {
   color: #63707b;
   font-size: 12px;
   line-height: 19px;
 }
 .generation-thinking {
   display: flex;
-  min-height: 32px;
+  min-height: 28px;
   align-items: center;
-  gap: 9px;
+  gap: 10px;
   color: #416e5c;
-  font-size: 13px;
+  font-size: 14px;
+  line-height: 23px;
 }
-.generation-model-error {
-  color: #a24646 !important;
+.onboarding-model-r6 .generation-model-error {
+  color: #a24646;
 }
-.onboarding-model-recovery-actions {
-  margin-top: 12px;
+.onboarding-model-form[data-advanced="true"]
+  :is(
+    .onboarding-model-intro,
+    .onboarding-model-provider,
+    .onboarding-model-key,
+    .onboarding-model-default-summary
+  ) {
+  display: none;
 }
+.onboarding-model-form[data-advanced="true"] .generation-technical-disclosure {
+  margin-top: 0;
+}
+.onboarding-model-form[data-advanced="true"] .generation-technical-toggle {
+  min-height: 28px;
+}
+.onboarding-model-recovery-actions,
 .onboarding-model-feedback {
   margin-top: 8px;
 }
 @media (min-width: 761px) {
-  .onboarding-model-r6 .onboarding-r6-body {
+  .onboarding-model-group {
+    flex: 1;
+    min-height: 0;
     overflow-y: auto;
-  }
-  .onboarding-model-form {
-    display: block;
-    overflow: visible;
+    overscroll-behavior: contain;
+    scrollbar-width: thin;
+    scrollbar-gutter: stable;
+    scroll-padding: 12px;
+    padding-inline: 4px 16px;
   }
 }
-@media (max-width: 600px) {
-  .onboarding-model-layout--single-column-600 .onboarding-model-group {
-    padding: 16px;
-    border-radius: 10px;
+@media (min-width: 761px) and (max-height: 959px) {
+  .onboarding-model-form[data-advanced="false"]
+    .onboarding-model-field
+    :is(input, select, .om-option-menu-button) {
+    height: 44px;
+    padding-top: 8px;
+    padding-bottom: 8px;
   }
-  .onboarding-model-layout--single-column-600 .generation-technical-fields,
-  .onboarding-model-layout--single-column-600 .generation-runtime-fields {
+  .generation-technical-fields {
+    margin-top: 16px;
+  }
+}
+@media (max-width: 760px) {
+  .generation-technical-fields,
+  .generation-runtime-fields {
     grid-template-columns: minmax(0, 1fr);
-  }
-  .onboarding-model-footer-actions .r6-button,
-  .onboarding-model-footer-actions .r6-button[data-variant="primary"] {
-    flex-basis: 100%;
+    gap: 12px;
   }
 }
 @media (prefers-reduced-motion: reduce) {

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

@@ -115,14 +115,16 @@
 }
 .onboarding-r6-stage {
   flex: 1;
-  min-height: 852px;
-  padding: 32px 24px 2px;
+  min-height: 0;
+  display: flex;
+  padding: 24px;
 }
 .onboarding-r6-shell {
   min-height: 0;
   width: 1120px;
   max-width: 100%;
-  height: 820px;
+  height: 100%;
+  max-height: 820px;
   margin: 0 auto;
   display: flex;
   flex-direction: column;
@@ -137,7 +139,7 @@
     inset 0 -1px 0 #adc0d22e;
 }
 .onboarding-r6-head {
-  min-height: 123.7px;
+  min-height: 0;
   flex: 0 0 auto;
   display: flex;
   flex-wrap: wrap;
@@ -195,6 +197,7 @@
   background: #ffffff38;
   display: flex;
   align-items: center;
+  justify-content: flex-end;
   gap: 16px;
   border-radius: 0 0 25px 25px;
 }
@@ -222,29 +225,39 @@
     overscroll-behavior: contain;
     scrollbar-width: thin;
   }
+  .onboarding-r6-body:has(> .onboarding-r6-mode) {
+    padding-block: 14px;
+    overflow-y: auto;
+  }
+  .onboarding-r6-mode {
+    width: 100%;
+    gap: 12px;
+  }
+  .onboarding-r6-mode-intro h2 {
+    font-size: 20px;
+    line-height: 28px;
+  }
+  .onboarding-r6-mode-intro p {
+    font-size: 12px;
+    line-height: 20px;
+  }
 }
 .onboarding-r6-discovery {
-  height: 560.2px;
+  height: 100%;
+  min-height: 0;
   display: grid;
   grid-template-columns: minmax(0, 738px) 278px;
   gap: 30px;
 }
 .onboarding-r6-apps {
-  position: relative;
   min-width: 0;
-}
-.onboarding-r6-intro {
-  margin: 0;
-  font-size: 13px;
-  line-height: 24.05px;
-  color: #5a6169;
-}
-.onboarding-r6-intro p {
-  margin: 0;
+  min-height: 0;
+  display: grid;
+  grid-template-rows: auto minmax(0, 1fr);
+  gap: 12px;
 }
 .onboarding-r6-list-heading {
-  position: absolute;
-  inset: 96px 0 auto;
+  position: static;
   height: 30px;
   display: flex;
   align-items: center;
@@ -277,8 +290,10 @@
   cursor: default;
 }
 .onboarding-r6-list-area {
-  position: absolute;
-  inset: 142px 0 auto;
+  position: static;
+  min-height: 0;
+  display: flex;
+  flex-direction: column;
 }
 .onboarding-r6-list-status .onboarding-r6-quiet:disabled {
   color: #4e6478;
@@ -288,7 +303,9 @@
   padding: 0;
   margin: 0;
   list-style: none;
-  height: 330px;
+  min-height: 0;
+  height: auto;
+  flex: 1;
   display: flex;
   flex-direction: column;
   gap: 12px;
@@ -451,44 +468,6 @@
   content: "↓";
   margin-right: 6px;
 }
-.onboarding-r6-import {
-  position: absolute;
-  top: 498px;
-  left: 0;
-  right: 0;
-  display: flex;
-  align-items: center;
-  gap: 10px;
-  font-size: 12px;
-  color: #6a7988;
-}
-/* 143:2085 puts 导入历史包 first and the "没有本机历史？" sentence after it; the
-   markup keeps the sentence first so it stays the accessible label order for
-   the control that follows. Reordering visually only, rather than moving the
-   DOM, keeps that reading order intact. */
-.onboarding-r6-import > p {
-  order: 2;
-}
-.onboarding-r6-import > .history-import,
-.onboarding-r6-import > .history-import-trigger {
-  order: 1;
-}
-.onboarding-r6-import > p {
-  margin: 0;
-}
-.onboarding-r6-import .history-import-trigger {
-  font: inherit;
-  border: 0;
-  border-radius: 0;
-  background: transparent;
-  color: #4e6478;
-  padding: 5px 11px;
-  min-height: 30px;
-  box-shadow: none;
-}
-.onboarding-r6-import .history-import-trigger > svg {
-  display: none;
-}
 .onboarding-r6-summary {
   border-radius: 22px;
   border: 1px solid #ffffffe0;
@@ -500,6 +479,8 @@
   display: flex;
   flex-direction: column;
   gap: 11px;
+  align-self: stretch;
+  min-height: 0;
 }
 .onboarding-r6-summary p {
   margin: 0;
@@ -572,45 +553,94 @@
   border: 0;
 }
 .onboarding-r6-mode {
-  width: min(720px, 100%);
-  margin: 0 auto;
+  width: 100%;
+  margin: 0;
   display: flex;
   flex-direction: column;
-  gap: 20px;
+  gap: 16px;
 }
 .onboarding-r6-mode-intro {
-  text-align: center;
+  text-align: left;
+}
+.onboarding-r6-mode-intro h2 {
+  margin: 0;
+  color: #263947;
+  font-size: 22px;
+  line-height: 32px;
 }
 .onboarding-r6-mode-intro p {
-  margin: 0;
+  margin: 4px 0 0;
   color: #637381;
   font-size: 14px;
   line-height: 22px;
 }
-.onboarding-r6-mode .memory-mode-choice-list {
-  background: rgb(255 255 255 / 72%);
+.onboarding-r6-ultra-default {
+  display: grid;
+  gap: 2px;
 }
-.onboarding-r6-mode .memory-mode-choice {
-  min-height: 82px;
-  padding: 15px 18px;
+.onboarding-r6-ultra-default strong {
+  color: #304757;
+  font-size: 12px;
+  font-weight: 600;
 }
-.onboarding-r6-mode .memory-mode-choice-copy {
-  gap: 4px;
+.onboarding-r6-ultra-default small {
+  color: #607482;
+  font-size: 11px;
+  line-height: 18px;
 }
-.onboarding-r6-mode .memory-mode-choice-copy strong {
-  font-size: 16px;
-  line-height: 25px;
-}
-.onboarding-r6-mode .memory-mode-choice-copy small {
-  font-size: 13px;
-  line-height: 22px;
-}
-.onboarding-r6-mode-ultra-note {
-  margin: -6px 0 0;
-  color: #637381;
+.onboarding-r6-schedule-loading {
+  margin: 0;
+  color: #607482;
   font-size: 12px;
   line-height: 20px;
-  text-align: center;
+}
+.memory-mode-detail .onboarding-r6-schedule-recovery {
+  width: 100%;
+  display: flex;
+  flex-wrap: wrap;
+  align-items: center;
+  justify-content: space-between;
+  gap: 12px;
+  text-align: left;
+}
+.memory-mode-detail .onboarding-r6-schedule-retry {
+  flex: 0 0 auto;
+  min-width: 76px;
+}
+.onboarding-r6-evolve-settings {
+  margin-top: 0;
+  padding: 18px 20px 4px;
+  border: 1px solid #cfdae2;
+  border-radius: 12px;
+  background: rgb(255 255 255 / 58%);
+}
+.onboarding-r6-evolve-settings .r6-evolve-heading {
+  margin-bottom: 2px;
+}
+.onboarding-r6-evolve-settings .r6-evolve-setting {
+  grid-template-columns: minmax(0, 1fr) auto;
+  padding-bottom: 12px;
+  border-bottom: 0;
+}
+.onboarding-r6-evolve-settings .r6-evolve-setting-copy {
+  min-width: 0;
+}
+.onboarding-r6-evolve-settings .r6-evolve-time {
+  grid-template-columns: minmax(0, 1fr) 180px;
+}
+.onboarding-r6-evolve-settings .r6-evolve-time label {
+  color: #304757;
+  font-size: 13px;
+  font-weight: 600;
+  line-height: 22px;
+}
+.onboarding-r6-mode .onboarding-r6-schedule-recovery {
+  color: #944242;
+  font-size: 12px;
+  line-height: 20px;
+}
+.onboarding-r6-mode .onboarding-r6-schedule-recovery p {
+  margin: 0;
 }
 .onboarding-r6-mode-error {
   min-height: 20px;
@@ -620,6 +650,24 @@
   font-size: 13px;
   line-height: 20px;
 }
+@media (min-width: 761px) {
+  .onboarding-r6-mode {
+    min-height: 100%;
+  }
+}
+@media (min-width: 761px) and (max-height: 959px) {
+  .onboarding-r6-mode {
+    gap: 12px;
+  }
+  .onboarding-r6-mode-intro h2 {
+    font-size: 20px;
+    line-height: 28px;
+  }
+  .onboarding-r6-mode-intro p {
+    font-size: 12px;
+    line-height: 20px;
+  }
+}
 .onboarding-r6-empty {
   margin: 0;
   padding: 28px 18px;
@@ -763,17 +811,11 @@
     flex-direction: column;
   }
   .onboarding-r6-apps {
-    min-height: 590px;
+    min-height: 0;
   }
-  .onboarding-r6-list-heading {
-    top: 110px;
-  }
-  .onboarding-r6-list-area {
-    top: 154px;
-  }
-  .onboarding-r6-import {
-    top: 552px;
-    flex-wrap: wrap;
+  .onboarding-r6-list {
+    height: min(330px, 45vh);
+    flex: none;
   }
   .onboarding-r6-row > label {
     padding: 14px 10px;
@@ -794,6 +836,13 @@
     flex-wrap: wrap;
     flex-basis: auto;
   }
+  .memory-mode-detail .onboarding-r6-schedule-recovery {
+    flex-direction: column;
+    align-items: stretch;
+  }
+  .memory-mode-detail .onboarding-r6-schedule-retry {
+    align-self: flex-start;
+  }
 }
 @media (prefers-reduced-transparency: reduce) {
   .onboarding-r6-shell {
@@ -815,20 +864,7 @@
   }
   .onboarding-r6-discovery > .onboarding-r6-apps {
     min-height: 0;
-    display: grid;
-    grid-template-columns: minmax(0, 1fr);
-    grid-template-rows: auto 30px minmax(0, 1fr) auto;
-    gap: 12px;
-  }
-  .onboarding-r6-apps > .onboarding-r6-list-heading,
-  .onboarding-r6-apps > .onboarding-r6-list-area,
-  .onboarding-r6-apps > .onboarding-r6-import {
-    position: static;
-    min-height: 0;
-  }
-  .onboarding-r6-apps > .onboarding-r6-list-area {
-    display: flex;
-    flex-direction: column;
+    grid-template-rows: auto minmax(0, 1fr);
   }
   .onboarding-r6-list-area > .onboarding-r6-list {
     min-height: 0;

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

@@ -159,7 +159,7 @@ button.r6-button {
   min-height: 44px;
   height: 44px;
   padding: 0 20px;
-  gap: 0;
+  gap: 8px;
   border: 1px solid var(--r6-control-edge);
   border-radius: 8px;
   background: rgb(255 255 255 / 20%);
@@ -190,6 +190,10 @@ button.r6-button[data-variant="primary"] {
     0 3px 8px -2px rgb(64 87 102 / 12%);
 }
 
+button.r6-button[data-pending-capable="true"] {
+  padding-inline: 32px;
+}
+
 button.r6-button[data-variant="quiet"] {
   height: 36px;
   min-height: 36px;
@@ -204,6 +208,10 @@ button.r6-button[data-variant="quiet"] {
   color: var(--r6-muted);
 }
 
+button.r6-button[data-variant="quiet"][data-pending-capable="true"] {
+  padding-inline: 24px;
+}
+
 button.r6-button:hover:not(:disabled) {
   background: rgb(231 239 244 / 60%);
   border-color: #aabcc8;
@@ -242,16 +250,26 @@ button.r6-button[data-variant="quiet"]:disabled {
 }
 .r6-button-label {
   min-width: 0;
+  text-align: center;
 }
 .r6-button-spinner {
   position: absolute;
-  right: 5px;
+  top: 50%;
+  right: 12px;
+  flex: 0 0 auto;
   width: 12px;
   height: 12px;
+  margin-top: -6px;
   border: 1.5px solid currentColor;
   border-right-color: transparent;
   border-radius: 50%;
+  visibility: hidden;
   animation: r6-spin 1.8s linear infinite;
+  animation-play-state: paused;
+}
+.r6-button-spinner[data-visible="true"] {
+  visibility: visible;
+  animation-play-state: running;
 }
 
 .r6-stepper {

memhub/apps/web/src/r6-import-progress.css

@@ -15,7 +15,8 @@
    safe center falls back to the start if the pair would overflow a narrow column.
    Three or more keep the existing row and scroll horizontally. */
 .r6-import-progress[data-count="1"],
-.r6-import-progress[data-count="2"] {
+.r6-import-progress[data-count="2"],
+.r6-import-progress[data-count="3"] {
   justify-content: safe center;
   overflow-x: hidden;
 }

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

@@ -33,6 +33,17 @@
   font-size: 13px;
   color: #637786;
 }
+.r6-memory .memory-evolve-status {
+  width: fit-content;
+  margin: -12px 0 20px;
+  padding: 5px 9px;
+  border: 1px solid #cbd8e0;
+  border-radius: 999px;
+  background: #edf3f6;
+  color: #4f6574;
+  font-size: 12px;
+  line-height: 20px;
+}
 .r6-memory .memory-pending-add {
   display: flex;
   align-items: center;

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

@@ -227,10 +227,27 @@
   font-size: 13px;
   line-height: 22px;
 }
-.r6-memory-mode-settings .memory-mode-choice-list {
+.r6-memory-mode-settings .memory-mode-cards {
   width: 100%;
   max-width: none;
 }
+.r6-memory-mode-settings
+  .memory-mode-card[data-mode="ultra"][data-selected="true"] {
+  grid-column: 1 / -1;
+}
+.r6-memory-mode-settings
+  .memory-mode-card[data-mode="ultra"][data-selected="true"]
+  .memory-mode-card-choice {
+  min-height: 180px;
+}
+.r6-evolve-settings--in-card {
+  margin: 0;
+  padding: 0;
+  border-top: 0;
+}
+.r6-evolve-settings--in-card .r6-evolve-setting:last-child {
+  border-bottom: 0;
+}
 .r6-settings-note {
   margin: 14px 0 0;
   padding: 10px 12px;
@@ -295,7 +312,7 @@
   padding-top: 16px;
   border-top: 1px solid #e1e8ed;
 }
-.r6-settings .r6-evolve-time label {
+.r6-settings .r6-evolve-time > div > label {
   color: #304757;
   font-size: 13px;
   font-weight: 600;
@@ -304,20 +321,146 @@
 .r6-evolve-time p {
   margin-top: 1px;
 }
-.r6-evolve-settings input[type="time"] {
+.r6-time-picker {
+  position: relative;
+  width: 180px;
+}
+.r6-time-picker-trigger {
   box-sizing: border-box;
   width: 180px;
-  min-height: 44px;
-  padding: 0 10px;
+  height: 44px;
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  gap: 12px;
+  padding: 0 12px 0 14px;
   border: 1px solid #c6d2da;
   border-radius: 8px;
   color: #304757;
   background: #fff;
+  font:
+    500 14px / 22px "Noto Sans SC",
+    "PingFang SC",
+    sans-serif;
+  font-variant-numeric: tabular-nums;
+  cursor: pointer;
+  transition:
+    border-color 140ms ease-out,
+    background-color 140ms ease-out,
+    box-shadow 140ms ease-out;
 }
-.r6-evolve-settings input[type="time"]:focus-visible {
+.r6-time-picker-trigger:hover:not(:disabled) {
+  border-color: #9eafbb;
+  background: #f8fafb;
+}
+.r6-time-picker-trigger[aria-expanded="true"] {
+  border-color: #7892a6;
+  box-shadow: 0 0 0 3px rgb(85 124 147 / 12%);
+}
+.r6-time-picker-trigger:focus-visible {
   outline: 2px solid var(--r6-focus);
   outline-offset: 2px;
 }
+.r6-time-picker-trigger:disabled {
+  color: #71808b;
+  background: #edf0f3;
+  cursor: default;
+}
+.r6-time-picker-trigger:active:not(:disabled) {
+  transform: none;
+}
+.r6-time-picker-icons {
+  display: inline-flex;
+  align-items: center;
+  gap: 5px;
+  color: #607888;
+}
+.r6-time-picker-trigger[aria-expanded="true"]
+  .r6-time-picker-icons
+  svg:last-child {
+  transform: rotate(180deg);
+}
+.r6-time-picker-panel {
+  box-sizing: border-box;
+  position: absolute;
+  z-index: 1200;
+  right: 0;
+  bottom: calc(100% + 8px);
+  width: min(280px, calc(100vw - 32px));
+  padding: 14px;
+  border: 1px solid #c6d2da;
+  border-radius: 10px;
+  background: #fff;
+  box-shadow: 0 14px 36px rgb(48 71 87 / 16%);
+}
+.r6-time-picker-panel[data-placement="below"] {
+  top: calc(100% + 8px);
+  bottom: auto;
+}
+.r6-time-picker-columns {
+  display: grid;
+  grid-template-columns: minmax(0, 1fr) auto minmax(0, 1fr);
+  align-items: end;
+  gap: 8px;
+}
+.r6-time-picker-column {
+  display: grid;
+  gap: 6px;
+  color: #5e6e7a;
+  font-size: 11px;
+  font-weight: 600;
+  line-height: 18px;
+  text-align: center;
+}
+.r6-time-picker-columns select {
+  box-sizing: border-box;
+  width: 100%;
+  height: 174px;
+  padding: 4px;
+  border: 1px solid #d5dfe8;
+  border-radius: 7px;
+  color: #304757;
+  background: #f8fafb;
+  font:
+    500 14px / 24px "Noto Sans SC",
+    "PingFang SC",
+    sans-serif;
+  font-variant-numeric: tabular-nums;
+  scrollbar-width: thin;
+  scrollbar-color: #b6c3cc transparent;
+}
+.r6-time-picker-columns select:focus-visible {
+  outline: 2px solid var(--r6-focus);
+  outline-offset: 1px;
+}
+.r6-time-picker-columns option {
+  min-height: 28px;
+  padding: 5px 8px;
+  border-radius: 5px;
+}
+.r6-time-picker-columns option:checked {
+  color: #304757;
+  background: #dfe9ef;
+}
+.r6-time-picker-separator {
+  align-self: center;
+  margin-top: 22px;
+  color: #7892a6;
+  font-size: 18px;
+  font-weight: 600;
+}
+.r6-time-picker-panel footer {
+  display: flex;
+  justify-content: flex-end;
+  gap: 8px;
+  margin-top: 12px;
+  padding-top: 12px;
+  border-top: 1px solid #e1e8ed;
+  flex-wrap: wrap;
+}
+.r6-time-picker-panel footer .r6-button {
+  min-width: 68px;
+}
 .r6-state-recovery {
   display: flex;
   align-items: center;
@@ -1059,9 +1202,14 @@
   .r6-evolve-time {
     gap: 8px;
   }
-  .r6-evolve-settings input[type="time"] {
+  .r6-time-picker,
+  .r6-time-picker-trigger {
     width: min(220px, 100%);
   }
+  .r6-time-picker-panel {
+    right: auto;
+    left: 0;
+  }
   .r6-state-recovery {
     align-items: flex-start;
     flex-direction: column;

memhub/apps/web/src/sdk-raw-map.ts

@@ -1,13 +1,17 @@
 import type {
   GovernedMemory,
   MemoryDetail,
+  MemoryGraphResponse,
   MemoryLibraryPage,
   SdkRawContextItem,
+  SdkRawGraphItem,
   SdkRawPage,
   SdkRawRecord,
+  SourceResponse,
 } from "@one-memory/contracts";
 
 export type RawMapRecord = SdkRawRecord | SdkRawContextItem;
+export const SDK_RAW_PAGE_SIZE = 20;
 
 export function rawRecordId(record: RawMapRecord): string {
   return record.turn_id || record.raw_id;
@@ -72,6 +76,11 @@ function pageFor(
   total: number,
   offset: number,
   limit: number,
+  cursor?: {
+    next_cursor?: string | null;
+    has_more?: boolean;
+    total_exact?: boolean;
+  },
 ): MemoryLibraryPage {
   const sourceIds: Record<string, string[]> = {};
   const sourceTime: Record<
@@ -97,6 +106,7 @@ function pageFor(
     total,
     offset,
     limit,
+    ...cursor,
     source_ids_by_memory: sourceIds,
     source_time_by_memory: sourceTime,
     search_window: null,
@@ -107,13 +117,89 @@ function pageFor(
 }
 
 export function rawLibraryPage(page: SdkRawPage): MemoryLibraryPage {
-  return pageFor(page.items, page.total, page.offset, page.limit);
+  return pageFor(page.items, page.total, page.offset, page.limit, {
+    next_cursor: page.next_cursor,
+    has_more: page.has_more,
+    total_exact: page.total_exact,
+  });
 }
 
 export function rawSearchPage(items: SdkRawContextItem[]): MemoryLibraryPage {
   return pageFor(items, items.length, 0, Math.max(items.length, 1));
 }
 
+export function rawGraphRecord(item: SdkRawGraphItem): SdkRawContextItem {
+  return {
+    kind: "raw",
+    raw_id: item.raw_id,
+    turn_id: item.turn_id,
+    content: item.label,
+    source: item.source,
+    session_id: item.session_id,
+    memory_at:
+      typeof item.memory_at === "number"
+        ? new Date(item.memory_at * 1_000).toISOString()
+        : null,
+    score: 0,
+    truncated: true,
+  };
+}
+
+export function rawGraphProjection(
+  items: SdkRawGraphItem[],
+  total: number,
+  sources: SourceResponse[],
+): MemoryGraphResponse {
+  const labels = new Map(
+    sources.map((source) => [source.source_id, source.display_name]),
+  );
+  const nodes = [];
+  const edges = [];
+  const sourceIds = new Set<string>();
+  for (const item of items) {
+    const sourceId = item.source || "default";
+    if (!sourceIds.has(sourceId)) {
+      sourceIds.add(sourceId);
+      nodes.push({
+        node_id: `source:${sourceId}`,
+        node_type: "source" as const,
+        memory_id: null,
+        source_id: sourceId,
+        label: labels.get(sourceId) ?? sourceId,
+        kind: null,
+        status: null,
+        confidence: null,
+      });
+    }
+    const nodeId = `memory:${item.turn_id}`;
+    nodes.push({
+      node_id: nodeId,
+      node_type: "memory" as const,
+      memory_id: item.turn_id,
+      source_id: null,
+      label: item.label,
+      kind: "chat",
+      status: "confirmed",
+      confidence: null,
+    });
+    edges.push({
+      edge_id: `source:${sourceId}->${nodeId}`,
+      source_node_id: `source:${sourceId}`,
+      target_node_id: nodeId,
+      relation: "evidence_source",
+      origin: "provenance" as const,
+      weight: null,
+    });
+  }
+  return {
+    total_memories: total,
+    projected_memories: items.length,
+    hy_graph_available: false,
+    nodes,
+    edges,
+  };
+}
+
 export function rawDetail(record: RawMapRecord): MemoryDetail {
   const memory = rawMapMemory(record);
   return {

memhub/apps/web/src/use-import-sources.test.tsx

@@ -129,7 +129,7 @@ function ColdIntentHarness() {
 }
 
 describe("useImportSources", () => {
-  it("queries an uncertain cold-start intent before trying another write", async () => {
+  it("recovers an uncertain cold-start write from its durable receipt immediately", async () => {
     connectSources.mockRejectedValueOnce(new Error("response lost"));
     getSourceConnection.mockImplementation(async (requestId: string) => ({
       request_id: requestId,
@@ -142,11 +142,11 @@ describe("useImportSources", () => {
     const button = screen.getByRole("button", { name: "start cold import" });
     await waitFor(() => expect(button).toHaveProperty("disabled", false));
     await userEvent.click(button);
-    await userEvent.click(button);
-    expect(connectSources).toHaveBeenCalledTimes(1);
+    await waitFor(() => expect(getSourceConnection).toHaveBeenCalledOnce());
     const sent = connectSources.mock.calls[0][2];
     expect(sent.sourceRoots).toEqual({ cursor: "root:v2:fixture" });
     expect(getSourceConnection).toHaveBeenCalledWith(sent.requestId);
+    expect(connectSources).toHaveBeenCalledTimes(1);
   });
   it("translates a source error code without exposing a generic HTTP failure", async () => {
     const reason = Object.assign(
@@ -434,6 +434,7 @@ describe("useImportSources", () => {
       expect(stored).not.toContain("authorized");
       expect(stored).not.toContain("~/.fixture");
       first.unmount();
+      getSourceConnection.mockClear();
       getHealth.mockResolvedValue(health(instance));
       getSourceConnection.mockResolvedValue(receipt(requestId, ["ok"]));
       const next = await controller();
@@ -639,7 +640,9 @@ describe("useImportSources", () => {
     let currentSource = { ...source("ok"), grant_revision: 1 };
     const saved = new Map<string, ConnectSourcesResponse>();
     getSources.mockImplementation(async () => [currentSource]);
-    getSourceConnection.mockImplementation(async (id: string) => saved.get(id));
+    getSourceConnection
+      .mockRejectedValueOnce(new Error("receipt temporarily offline"))
+      .mockImplementation(async (id: string) => saved.get(id));
     connectSources.mockImplementation(async (ids: string[], _, options) => {
       saved.set(options.requestId, receipt(options.requestId, ids));
       currentSource = { ...currentSource, authorized: true, grant_revision: 2 };
@@ -854,6 +857,7 @@ describe("useImportSources", () => {
 
   it("recovers an uncertain failed-only retry after remount without replaying accepted sources", async () => {
     const saved = new Map<string, ConnectSourcesResponse>();
+    let loseRetryReceiptOnce = true;
     connectSources.mockImplementation(async (ids: string[], _, options) => {
       const response =
         ids.length === 2
@@ -863,7 +867,17 @@ describe("useImportSources", () => {
       if (ids.length === 1) throw new Error("retry response lost");
       return response;
     });
-    getSourceConnection.mockImplementation(async (id: string) => saved.get(id));
+    getSourceConnection.mockImplementation(async (id: string) => {
+      const known = saved.get(id);
+      if (
+        loseRetryReceiptOnce &&
+        known?.accepted_source_ids.includes("failed")
+      ) {
+        loseRetryReceiptOnce = false;
+        throw new Error("retry receipt temporarily offline");
+      }
+      return known;
+    });
     const first = await controller();
     const snapshot = [source("ok"), source("failed")];
     await act(async () => {