diff --git a/packages/runtime-host/src/__tests__/storage-maintenance.test.ts b/packages/runtime-host/src/__tests__/storage-maintenance.test.ts
index a9f60545251..fd6f240fbc4 100644
--- a/packages/runtime-host/src/__tests__/storage-maintenance.test.ts
+++ b/packages/runtime-host/src/__tests__/storage-maintenance.test.ts
@@ -50,6 +50,7 @@ test('maintenance waits for start, yields between bounded batches, and stops on
         collections += 1;
         return { deletedBlobs: 64, deletedBytes: 1024, hasMore: true };
       },
+      reclaimFreePages: async () => ({ reclaimedPages: 0, hasMore: false }),
     },
     onError: assert.fail,
   });
@@ -95,6 +96,7 @@ test('failed lanes back off independently, retry, and reset after success', asyn
         if (attempts < 3) throw new Error('disk failure');
         return { deletedBlobs: 0, deletedBytes: 0, hasMore: false };
       },
+      reclaimFreePages: async () => ({ reclaimedPages: 0, hasMore: false }),
     },
     onError: (name) => {
       errors.push(name);
@@ -224,3 +226,41 @@ test('the retention lane sweeps a second apart while work remains and every quar
   assert.equal(sweeps, 4);
   await maintenance.close();
 });
+
+test('context-offload page reclamation lane runs with bounded batches', async (t) => {
+  t.mock.timers.enable({ apis: ['setTimeout'] });
+  let reclaimCalls = 0;
+  const maintenance = new HostStorageMaintenance({
+    artifacts: {
+      reclaimUpgradeResidue: async () => ({
+        nextAfter: null,
+        processedPaths: 0,
+        failedPaths: 0,
+      }),
+    },
+    contextOffload: {
+      collectGarbage: async () => ({ deletedBlobs: 0, deletedBytes: 0, hasMore: false }),
+      reclaimFreePages: async (input) => {
+        assert.equal(input.maxPages, 64);
+        reclaimCalls += 1;
+        return {
+          reclaimedPages: reclaimCalls === 1 ? 32 : 0,
+          hasMore: reclaimCalls === 1,
+        };
+      },
+    },
+    onError: assert.fail,
+  });
+  maintenance.start();
+  t.mock.timers.tick(100);
+  await settle();
+  assert.equal(reclaimCalls, 1);
+  t.mock.timers.tick(100);
+  await settle();
+  assert.equal(reclaimCalls, 2);
+  // Once a batch reports no more work the lane idles instead of retrying every 100 ms.
+  t.mock.timers.tick(100);
+  await settle();
+  assert.equal(reclaimCalls, 2);
+  await maintenance.close();
+});
diff --git a/packages/runtime-host/src/server/storage-maintenance.ts b/packages/runtime-host/src/server/storage-maintenance.ts
index e08489ba327..5770fb46deb 100644
--- a/packages/runtime-host/src/server/storage-maintenance.ts
+++ b/packages/runtime-host/src/server/storage-maintenance.ts
@@ -24,6 +24,7 @@ const ACTIVE_DELAY_MS = 100;
 const IDLE_DELAY_MS = 60_000;
 const MAX_BATCH_ITEMS = 64;
 const MAX_BATCH_BYTES = 16 * 1024 * 1024;
+const MAX_VACUUM_PAGES = 64;
 // Archive retention deletes user data, so it moves slower than reclamation:
 // one bounded batch a second while work remains, otherwise a check every
 // quarter hour.
@@ -49,7 +50,7 @@ export class HostStorageMaintenance {
 
   constructor(input: {
     artifacts: Pick<InteractiveArtifactStoreWriter, 'reclaimUpgradeResidue'>;
-    contextOffload?: Pick<InteractiveContextOffloadWriter, 'collectGarbage'>;
+    contextOffload?: Pick<InteractiveContextOffloadWriter, 'collectGarbage' | 'reclaimFreePages'>;
     /** The opt-in archived-task retention sweep; true while candidates remain. */
     retention?: { sweep(): Promise<boolean> };
     onError: (name: string, error: unknown) => void;
@@ -79,7 +80,7 @@ export class HostStorageMaintenance {
       },
     ];
     const context = input.contextOffload;
-    if (context)
+    if (context) {
       this.#lanes.push({
         name: 'context garbage collection',
         failures: 0,
@@ -94,6 +95,17 @@ export class HostStorageMaintenance {
             })
           ).hasMore,
       });
+      this.#lanes.push({
+        name: 'context-offload page reclamation',
+        failures: 0,
+        activeDelay: ACTIVE_DELAY_MS,
+        idleDelay: IDLE_DELAY_MS,
+        run: async () => {
+          const result = await context.reclaimFreePages({ maxPages: MAX_VACUUM_PAGES });
+          return result.hasMore;
+        },
+      });
+    }
     const retention = input.retention;
     if (retention)
       this.#lanes.push({
diff --git a/packages/storage/src/__tests__/sqlite-context-offload-store.test.ts b/packages/storage/src/__tests__/sqlite-context-offload-store.test.ts
index 1eb41126c90..0ced27f540e 100644
--- a/packages/storage/src/__tests__/sqlite-context-offload-store.test.ts
+++ b/packages/storage/src/__tests__/sqlite-context-offload-store.test.ts
@@ -1079,6 +1079,72 @@ test('lifecycle queries use Session and garbage eligibility indexes', async (t)
   assert.match(JSON.stringify(fileDeletionPlan), /context_file_deletions_pending/u);
 });
 
+test('reclaimFreePages returns garbage-collected pages to the file in bounded batches', async (t) => {
+  const fixture = await createFixture(t);
+  const inlineBytes = 1_000_000;
+  const blob = new Uint8Array(inlineBytes).fill(1);
+  for (let index = 0; index < 4; index += 1) {
+    const stored = await fixture.store.put({
+      sessionId: 'session-1',
+      owner: { kind: 'tool_result_archive', ownerId: `tool-${index}` },
+      bytes: blob,
+      mediaType: 'application/octet-stream',
+    });
+    assert.equal(stored.ok, true);
+    if (!stored.ok) return;
+    await fixture.store.releaseReference({ sessionId: 'session-1', refId: stored.record.refId });
+  }
+  await fixture.store.collectGarbage({
+    olderThan: 1_001,
+    maxBlobs: 64,
+    maxBytes: inlineBytes * 4,
+  });
+  // Checkpoint through a second connection so page counts and file size
+  // describe the main database file, independent of WAL timing.
+  const inspect = async () => {
+    const db = new DatabaseSync(fixture.path);
+    try {
+      db.exec('PRAGMA wal_checkpoint(TRUNCATE)');
+      const read = (pragma: string) =>
+        Object.values(db.prepare(`PRAGMA ${pragma}`).get() as Record<string, number>)[0]!;
+      return {
+        freePages: read('freelist_count'),
+        pages: read('page_count'),
+        fileBytes: (await stat(fixture.path)).size,
+      };
+    } finally {
+      db.close();
+    }
+  };
+  const before = await inspect();
+  assert.ok(before.freePages > 64, 'the fixture frees more pages than one batch');
+
+  const first = await fixture.store.reclaimFreePages({ maxPages: 64 });
+  assert.deepEqual(first, { reclaimedPages: 64, hasMore: true });
+  // Before any external checkpoint: the store's own PASSIVE checkpoint has
+  // already moved this batch's shrink into the main database file.
+  assert.ok(
+    (await stat(fixture.path)).size < before.fileBytes,
+    'one batch shrinks the main file without an external checkpoint',
+  );
+  assert.equal((await inspect()).freePages, before.freePages - 64);
+
+  let reclaimed = first.reclaimedPages;
+  for (let batch = first; batch.hasMore; reclaimed += batch.reclaimedPages) {
+    batch = await fixture.store.reclaimFreePages({ maxPages: 64 });
+    assert.ok(batch.reclaimedPages > 0 && batch.reclaimedPages <= 64);
+  }
+  const after = await inspect();
+  assert.equal(after.freePages, 0);
+  assert.equal(reclaimed, before.freePages);
+  assert.ok(after.pages <= before.pages - before.freePages);
+  assert.ok(after.fileBytes < before.fileBytes, 'the main database file shrinks');
+  assert.deepEqual(await fixture.store.reclaimFreePages({ maxPages: 64 }), {
+    reclaimedPages: 0,
+    hasMore: false,
+  });
+});
+
 function putInput(sessionId: string, ownerId: string, bytes: Uint8Array) {
   return {
     sessionId,
diff --git a/packages/storage/src/context-offload-store.ts b/packages/storage/src/context-offload-store.ts
index 1aff861e803..6fdce744f4e 100644
--- a/packages/storage/src/context-offload-store.ts
+++ b/packages/storage/src/context-offload-store.ts
@@ -60,6 +60,10 @@ export interface InteractiveContextOffloadWriter extends Omit<ContextOffloadStor
   readonly kind: 'interactive';
   readonly access: 'write';
   readonly [writerBrand]: true;
+  reclaimFreePages(input: { readonly maxPages: number }): Promise<{
+    readonly reclaimedPages: number;
+    readonly hasMore: boolean;
+  }>;
   close(): Promise<void>;
 }
 
@@ -238,6 +242,10 @@ function createWriterFacade(
       const accepted = Object.freeze({ ...input });
       return run(() => store.collectGarbage(accepted));
     },
+    reclaimFreePages: (input) => {
+      const accepted = Object.freeze({ ...input });
+      return run(() => store.reclaimFreePages(accepted));
+    },
     usage: (sessionId) => run(() => store.usage(sessionId)),
     close: () => {
       if (closeTask) return closeTask;
diff --git a/packages/storage/src/sqlite-context-offload-store.ts b/packages/storage/src/sqlite-context-offload-store.ts
index edf92b96fe6..1eb96c88be4 100644
--- a/packages/storage/src/sqlite-context-offload-store.ts
+++ b/packages/storage/src/sqlite-context-offload-store.ts
@@ -507,6 +507,44 @@ export class SqliteContextOffloadStore implements ContextOffloadStore {
     });
   }
 
+  /**
+   * Returns up to `maxPages` free pages to the filesystem with one bounded
+   * `incremental_vacuum`. The schema guarantees `auto_vacuum = INCREMENTAL`.
+   */
+  async reclaimFreePages(input: {
+    readonly maxPages: number;
+  }): Promise<{ readonly reclaimedPages: number; readonly hasMore: boolean }> {
+    assertPositiveSafeInteger(input.maxPages, 'Context page reclamation limit');
+    this.#assertOpen();
+    // Probe under a read transaction so an idle tick never takes the write lock.
+    if (this.#readTransaction(() => this.#freelistPages()) === 0) {
+      return { reclaimedPages: 0, hasMore: false };
+    }
+    const result = this.#writeTransaction(() => {
+      const before = this.#freelistPages();
+      // incremental_vacuum(0) would free every page, so an emptied list stops here.
+      if (before === 0) return { reclaimedPages: 0, hasMore: false };
+      this.#database.exec(`PRAGMA incremental_vacuum(${Math.min(input.maxPages, before)})`);
+      const after = this.#freelistPages();
+      // A batch that frees nothing reports no more work instead of spinning the lane.
+      return { reclaimedPages: before - after, hasMore: after > 0 && after < before };
+    });
+    // PASSIVE never waits on readers; it moves the shrink into the main file.
+    if (result.reclaimedPages > 0) this.#database.exec('PRAGMA wal_checkpoint(PASSIVE)');
+    return result;
+  }
+
+  #freelistPages(): number {
+    const row = this.#database.prepare('PRAGMA freelist_count').get() as
+      | { freelist_count?: unknown }
+      | undefined;
+    const pages = row?.freelist_count;
+    if (typeof pages !== 'number' || !Number.isSafeInteger(pages) || pages < 0) {
+      throw new Error('Invalid SQLite freelist_count');
+    }
+    return pages;
+  }
+
   async usage(sessionId?: string): Promise<ContextOffloadUsage> {
     if (sessionId !== undefined) assertBoundedIdentity(sessionId, 'Session id');
     this.#assertOpen();