diff --git a/.github/workflows/deploy-gh-pages.yml b/.github/workflows/deploy-gh-pages.yml
index c470683..0afdc00 100644
--- a/.github/workflows/deploy-gh-pages.yml
+++ b/.github/workflows/deploy-gh-pages.yml
@@ -1,4 +1,4 @@
-name: Deploy to gh-pages
+name: Deploy docs to gh-pages
 
 on:
   push:
@@ -14,21 +14,10 @@ jobs:
       - name: Checkout
         uses: actions/checkout@v4
 
-      - name: Setup Bun
-        uses: oven-sh/setup-bun@v2
-        with:
-          bun-version: 1.3.11
-
-      - name: Install dependencies
-        run: bun install --frozen-lockfile
-
-      - name: Build client
-        run: bun run build:client
-
       - name: Deploy to gh-pages
         uses: peaceiris/actions-gh-pages@v3
         with:
           github_token: ${{ secrets.GITHUB_TOKEN }}
-          publish_dir: packages/client/dist
+          publish_dir: docs
           publish_branch: gh-pages
           force_orphan: true
diff --git a/.github/workflows/pages.yml b/.github/workflows/pages.yml
index 8b298d0..9b8d938 100644
--- a/.github/workflows/pages.yml
+++ b/.github/workflows/pages.yml
@@ -1,4 +1,4 @@
-name: Deploy Client to GitHub Pages
+name: Deploy Docs to GitHub Pages
 
 on:
   push:
@@ -19,21 +19,10 @@ jobs:
       - name: Checkout
         uses: actions/checkout@v4
 
-      - name: Setup Bun
-        uses: oven-sh/setup-bun@v2
-        with:
-          bun-version: 1.3.11
-
-      - name: Install dependencies
-        run: bun install --frozen-lockfile
-
-      - name: Build client
-        run: bun run build:client
-
       - name: Deploy to gh-pages
         uses: peaceiris/actions-gh-pages@v3
         with:
           github_token: ${{ secrets.GITHUB_TOKEN }}
-          publish_dir: packages/client/dist
+          publish_dir: docs
           publish_branch: gh-pages
           force_orphan: true
diff --git a/.gitignore b/.gitignore
index b986d75..b517a53 100644
--- a/.gitignore
+++ b/.gitignore
@@ -26,3 +26,4 @@ bundle.*
 docs/*
 !docs/call-code-architecture.html
 !docs/call-code-architecture.png
+.DS_Store                     # macOS
\ No newline at end of file
diff --git a/README.md b/README.md
index 4b1e340..235fdef 100644
--- a/README.md
+++ b/README.md
@@ -20,7 +20,7 @@ call-code 是一个本地运行的终端编程 Agent（CLI coding agent），基
 - 本地记忆：短期记忆按任务保存，长期记忆按主题沉淀，仅在进程内使用，不写入本地 JSON。
 - 上下文预算：运行时基于 token 估算对历史消息做裁剪，减少超出模型上下文的风险。
 - 会话持久化：基于 Node 内置 `node:sqlite` 保存会话、条目、泳道、分支、记录、统计、事实和租约，默认写入 `.agent-sessions/sessions.db`。
-- 会话展示端：`packages/client` 提供 React + Vite 静态页面，可把会话数据导出为 JSON 后部署到 GitHub Pages。
+- 会话客户端：`packages/client` 提供 React + Vite 会话界面，静态展示已停止，后续用于实时对话展示。
 
 ## 架构
 
@@ -55,7 +55,7 @@ OpenAI-compatible LLM                  模型层
   <img src="docs/call-code-architecture.png" alt="call-code 架构图" width="100%" />
 </p>
 
-交互式版本见 [docs/call-code-architecture.html](docs/call-code-architecture.html)，可明暗主题切换、搜索、关系高亮与节点聚焦，直接在浏览器打开。
+交互式版本见 [docs/call-code-architecture.html](docs/call-code-architecture.html)，可明暗主题切换、搜索、关系高亮与节点聚焦，直接在浏览器打开。`docs/` 目录会由 GitHub Actions 发布到 `gh-pages` 分支。
 
 运行时核心流程：
 
@@ -86,8 +86,8 @@ packages/
         utils/               # shell 与文本截断等工具
       types/                 # 领域类型
       utils/                 # JSON、日志工具
-      web/                   # GitHub Pages 客户端数据导出
-  client/                    # TypeScript + React 会话历史界面，可部署到 GitHub Pages
+      web/                   # 会话数据导出
+  client/                    # TypeScript + React 会话界面客户端
   session-sqlite/            # 基于 node:sqlite 的会话历史与运行状态存储
 tests/                        # 项目统一单元测试
  vitest.config.ts             # Vitest 测试配置
@@ -136,7 +136,7 @@ bun dev
 /pages     打开相关页面选择
 /memory    查看 memory 概览
 /status    查看当前 CLI 状态
-/export    导出会话数据到 GitHub Pages 客户端
+/export    导出会话数据到 JSON 文件
 /mode      查看当前模式和阶段
 /plan      切换到 PLAN 模式
 /build     切换到 BUILD 模式
@@ -170,10 +170,10 @@ bun run test
 # 构建 agent-core
 bun run build:agent-core
 
-# 导出会话历史到 packages/client/public/data.json
+# 导出会话数据到 packages/client/public/data.json
 bun run export:web
 
-# 构建 GitHub Pages 客户端
+# 构建会话客户端（本地预览用）
 bun run build:client
 ```
 
diff --git a/docs/call-code-architecture.html b/docs/call-code-architecture.html
index 879a330..9ac4637 100644
--- a/docs/call-code-architecture.html
+++ b/docs/call-code-architecture.html
@@ -4841,7 +4841,7 @@ <h1>call-code 架构</h1>
     </div>
 
     <script id="archify-guided-views-data" type="application/json">[]</script>
-    <script id="archify-source-evidence-data" type="application/json">{"schemaVersion":1,"verified":true,"repository":{"url":"https://github.com/AlkaidSTART/call-code","revision":"baee5b2614b50e7d4b66eb8831db26b3914b2087","shortRevision":"baee5b2"},"referenceCount":9,"nodes":{"cli":[{"path":"source/app.tsx","label":"入口与交互界面","href":"https://github.com/AlkaidSTART/call-code/blob/baee5b2614b50e7d4b66eb8831db26b3914b2087/source/app.tsx"}],"core":[{"path":"packages/agent-core/src/harness/core/agent.ts","label":"规划→执行→观察","href":"https://github.com/AlkaidSTART/call-code/blob/baee5b2614b50e7d4b66eb8831db26b3914b2087/packages/agent-core/src/harness/core/agent.ts"}],"context":[{"path":"packages/agent-core/src/harness/context/builder.ts","label":"构建上下文","href":"https://github.com/AlkaidSTART/call-code/blob/baee5b2614b50e7d4b66eb8831db26b3914b2087/packages/agent-core/src/harness/context/builder.ts"}],"protocol":[{"path":"packages/agent-core/src/harness/protocol/parser.ts","label":"解析 action","href":"https://github.com/AlkaidSTART/call-code/blob/baee5b2614b50e7d4b66eb8831db26b3914b2087/packages/agent-core/src/harness/protocol/parser.ts"}],"policy":[{"path":"packages/agent-core/src/harness/tools/policy/modes.ts","label":"模式权限","href":"https://github.com/AlkaidSTART/call-code/blob/baee5b2614b50e7d4b66eb8831db26b3914b2087/packages/agent-core/src/harness/tools/policy/modes.ts"}],"tools":[{"path":"packages/agent-core/src/harness/tools/index.ts","label":"工具注册","href":"https://github.com/AlkaidSTART/call-code/blob/baee5b2614b50e7d4b66eb8831db26b3914b2087/packages/agent-core/src/harness/tools/index.ts"}],"memory":[{"path":"packages/agent-core/src/harness/memory/memory-store.ts","label":"内存存储","href":"https://github.com/AlkaidSTART/call-code/blob/baee5b2614b50e7d4b66eb8831db26b3914b2087/packages/agent-core/src/harness/memory/memory-store.ts"}],"sessdb":[{"path":"packages/session-sqlite/src/store.ts","label":"sessions.db","href":"https://github.com/AlkaidSTART/call-code/blob/baee5b2614b50e7d4b66eb8831db26b3914b2087/packages/session-sqlite/src/store.ts"}],"client":[{"path":"packages/client/src/App.tsx","label":"会话界面","href":"https://github.com/AlkaidSTART/call-code/blob/baee5b2614b50e7d4b66eb8831db26b3914b2087/packages/client/src/App.tsx"}]}}</script>
+    <script id="archify-source-evidence-data" type="application/json">{"schemaVersion":1,"verified":true,"repository":{"url":"https://github.com/AlkaidSTART/call-code","revision":"baee5b2614b50e7d4b66eb8831db26b3914b2087","shortRevision":"baee5b2"},"referenceCount":8,"nodes":{"cli":[{"path":"source/app.tsx","label":"入口与交互界面","href":"https://github.com/AlkaidSTART/call-code/blob/baee5b2614b50e7d4b66eb8831db26b3914b2087/source/app.tsx"}],"core":[{"path":"packages/agent-core/src/harness/core/agent.ts","label":"规划→执行→观察","href":"https://github.com/AlkaidSTART/call-code/blob/baee5b2614b50e7d4b66eb8831db26b3914b2087/packages/agent-core/src/harness/core/agent.ts"}],"context":[{"path":"packages/agent-core/src/harness/context/builder.ts","label":"构建上下文","href":"https://github.com/AlkaidSTART/call-code/blob/baee5b2614b50e7d4b66eb8831db26b3914b2087/packages/agent-core/src/harness/context/builder.ts"}],"protocol":[{"path":"packages/agent-core/src/harness/protocol/parser.ts","label":"解析 action","href":"https://github.com/AlkaidSTART/call-code/blob/baee5b2614b50e7d4b66eb8831db26b3914b2087/packages/agent-core/src/harness/protocol/parser.ts"}],"policy":[{"path":"packages/agent-core/src/harness/tools/policy/modes.ts","label":"模式权限","href":"https://github.com/AlkaidSTART/call-code/blob/baee5b2614b50e7d4b66eb8831db26b3914b2087/packages/agent-core/src/harness/tools/policy/modes.ts"}],"tools":[{"path":"packages/agent-core/src/harness/tools/index.ts","label":"工具注册","href":"https://github.com/AlkaidSTART/call-code/blob/baee5b2614b50e7d4b66eb8831db26b3914b2087/packages/agent-core/src/harness/tools/index.ts"}],"memory":[{"path":"packages/agent-core/src/harness/memory/memory-store.ts","label":"内存存储","href":"https://github.com/AlkaidSTART/call-code/blob/baee5b2614b50e7d4b66eb8831db26b3914b2087/packages/agent-core/src/harness/memory/memory-store.ts"}],"sessdb":[{"path":"packages/session-sqlite/src/store.ts","label":"sessions.db","href":"https://github.com/AlkaidSTART/call-code/blob/baee5b2614b50e7d4b66eb8831db26b3914b2087/packages/session-sqlite/src/store.ts"}]}}</script>
     <div class="guided-views no-print" id="guided-views" hidden aria-label="Guided diagram views">
       <button id="guided-view-prev" type="button" aria-label="Previous guided view" title="Previous guided view ([)">&#8592;</button>
       <div class="guided-view-copy">
@@ -4920,7 +4920,6 @@ <h1>call-code 架构</h1>
         <path data-edge-from="core" data-edge-to="protocol" data-edge-key="4" data-edge-id="core-protocol" data-composition-points="404,100;404,180" d="M 404 100 L 404 180" class="a-default" stroke-width="1.5" marker-end="url(#arrowhead)"/>
         <path data-edge-from="core" data-edge-to="memory" data-edge-label="记忆读写" data-edge-key="5" data-edge-id="core-memory" data-composition-points="344,70;252,70;252,350;160,350" d="M 344 70 L 260 70 Q 252 70 252 78 L 252 342 Q 252 350 244 350 L 160 350" class="a-default" stroke-width="1.5" marker-end="url(#arrowhead)"/>
         <path data-edge-from="core" data-edge-to="sessdb" data-edge-label="会话持久化" data-edge-key="6" data-edge-id="core-sessdb" data-composition-points="464,70;556,70;556,350;648,350" d="M 464 70 L 548 70 Q 556 70 556 78 L 556 342 Q 556 350 564 350 L 648 350" class="a-default" stroke-width="1.5" marker-end="url(#arrowhead)"/>
-        <path data-edge-from="sessdb" data-edge-to="client" data-edge-label="导出 data.json" data-edge-key="7" data-edge-id="sessdb-client" data-composition-points="768,350;952,350" d="M 768 350 L 952 350" class="a-dashed" stroke-width="1.5" marker-end="url(#arrowhead-dashed)"/>
         <path data-edge-from="core" data-edge-to="policy" data-edge-key="8" data-edge-id="core-policy" data-composition-points="464,63;556,63;556,210;648,210" d="M 464 63 L 548 63 Q 556 63 556 71 L 556 202 Q 556 210 564 210 L 648 210" class="a-default" stroke-width="1.5" marker-end="url(#arrowhead)"/>
         <path data-edge-from="core" data-edge-to="tools" data-edge-key="9" data-edge-id="core-tools" data-composition-points="464,77;928,77;928,210;952,210" d="M 464 77 L 920 77 Q 928 77 928 85 L 928 202 Q 928 210 936 210 L 952 210" class="a-default" stroke-width="1.5" marker-end="url(#arrowhead)"/>
 
@@ -5029,20 +5028,6 @@ <h1>call-code 架构</h1>
         <text data-detail="context" x="708" y="364" class="t-muted" font-size="9" text-anchor="middle">node:sqlite</text>
         </g>
 
-        <g id="node-client" data-node-id="client" data-node-label="会话展示端" tabindex="0" role="button" aria-label="Focus 会话展示端, React + Vite · GitHub Pages, Architecture component" aria-pressed="false" data-node-kind="frontend" data-node-sublabel="React + Vite · GitHub Pages" data-node-context="Architecture component">
-          <title>会话展示端 · React + Vite · GitHub Pages · Architecture component</title>
-          <rect x="952" y="320" width="120" height="60" rx="6" class="c-mask"/>
-          <rect x="952" y="320" width="120" height="60" rx="6" class="c-frontend" stroke-width="1.5"/>
-          <g aria-hidden="true" data-semantic-sigil="frontend" class="semantic-sigil s-frontend" transform="translate(958 326) scale(0.6875)">
-            <rect x="2" y="3" width="12" height="10" rx="2"/>
-            <path d="M2 6.5h12"/>
-            <circle cx="4.1" cy="4.8" r=".7" class="sigil-fill"/>
-            <circle cx="6.3" cy="4.8" r=".7" class="sigil-fill"/>
-          </g>
-          <text data-detail-anchor x="1012" y="348" class="t-primary" font-size="11" font-weight="600" text-anchor="middle">会话展示端</text>
-        <text data-detail="context" x="1012" y="364" class="t-muted" font-size="6.9" text-anchor="middle">React + Vite · GitHub Pages</text>
-        </g>
-
         <!-- Connection labels -->
         <g data-detail="context" data-edge-from="cli" data-edge-to="core" data-edge-label="任务输入" data-edge-key="0" data-edge-id="cli-core">
           <rect x="227.8" y="43" width="48.4" height="14" rx="3" class="c-mask"/>
@@ -5066,13 +5051,6 @@ <h1>call-code 架构</h1>
           <rect x="671" y="150" width="58" height="14" rx="3" class="c-mask"/>
           <text x="700" y="160" class="t-muted" font-size="8" text-anchor="middle">会话持久化</text>
         </g>
-        <g data-detail="context" data-edge-from="sessdb" data-edge-to="client" data-edge-label="导出 data.json" data-edge-key="7" data-edge-id="sessdb-client">
-          <rect x="821.4" y="330" width="77.2" height="14" rx="3" class="c-mask"/>
-          <text x="860" y="340" class="t-messagebus" font-size="8" text-anchor="middle">导出 data.json</text>
-        </g>
-
-
-
         <!-- Legend -->
         <g data-legend data-legend-bridge>
           <text x="40" y="684" class="t-primary" font-size="12" font-weight="650">Legend</text>
@@ -5285,7 +5263,7 @@ <h3>功能特性</h3>
           <li>&bull; Ink 终端界面 · 双模式 PLAN/BUILD</li>
           <li>&bull; 本地工具集 · 结构化 action 协议</li>
           <li>&bull; 短期 / 长期记忆 · token 预算裁剪</li>
-          <li>&bull; node:sqlite 会话持久化 + GitHub Pages 展示</li>
+          <li>&bull; node:sqlite 会话持久化</li>
         </ul>
       </div>
 
diff --git a/packages/agent-core/src/web/export.ts b/packages/agent-core/src/web/export.ts
index f8a7c56..2ecf2e7 100644
--- a/packages/agent-core/src/web/export.ts
+++ b/packages/agent-core/src/web/export.ts
@@ -6,7 +6,7 @@ import type {
   SessionStatsLike,
 } from '../harness/session/store-types';
 
-/** GitHub Pages 客户端读取的会话快照格式。 */
+/** Web 客户端读取的会话快照格式。 */
 export interface WebEntry {
   seq: number;
   id: string;
@@ -120,7 +120,7 @@ const toWebEntry = (entry: EntryLike): WebEntry => {
 };
 
 /**
- * 把会话存储导出为静态客户端可用的 JSON 结构。
+ * 把会话存储导出为 Web 客户端可用的 JSON 结构。
  * records 和 facts 是可选能力，存储未实现时自动省略。
  */
 export const buildWebExport = (
@@ -164,7 +164,7 @@ export const buildWebExport = (
   };
 };
 
-/** 把会话快照写入 packages/client 可读取的静态 JSON 文件。 */
+/** 把会话快照写入 packages/client 可读取的 JSON 文件。 */
 export const writeWebExport = (
   store: WebStore,
   outputPath: string,
diff --git a/packages/client/README.md b/packages/client/README.md
index 854e344..80f7bfa 100644
--- a/packages/client/README.md
+++ b/packages/client/README.md
@@ -1,19 +1,19 @@
 # Call Code History Client
 
-这是 CLI 会话历史的静态展示端，基于 TypeScript、React 和 Tailwind CSS 构建，可直接部署到 GitHub Pages。页面默认读取 `data.json`，如果不存在则回退到 `data.example.json` 预览数据；也可以用 `?data=<url>` 指定数据文件，用 `?session=<id>` 直达某个会话。
+这是 CLI 会话历史的静态展示端，基于 TypeScript、React 和 Tailwind CSS 构建，当前仅用于本地预览，不再部署到 GitHub Pages。页面默认读取 `data.json`，如果不存在则回退到 `data.example.json` 预览数据；也可以用 `?data=<url>` 指定数据文件，用 `?session=<id>` 直达某个会话。
 
 ## 构建
 
 ```bash
-pnpm build:client
+bun run build:client
 ```
 
-产物输出到 `packages/client/dist`，GitHub Actions 会构建后上传该目录。
+产物输出到 `packages/client/dist`，用于本地预览。
 
 ## 本地开发
 
 ```bash
-pnpm dev:client
+bun run dev:client
 ```
 
 ## 导出数据
@@ -21,19 +21,19 @@ pnpm dev:client
 在仓库根目录运行：
 
 ```bash
-pnpm export:web
+bun run export:web
 ```
 
 脚本会把当前 `SESSION_DB_PATH` 指向的会话数据库导出为 `packages/client/public/data.json`。也可以在 CLI 中执行 `/export` 完成同样操作。
 
-导出文件包含会话、消息、工具调用、统计和事实数据。发布到公开 GitHub Pages 前请先检查内容是否包含不该公开的路径、命令输出或密钥。
+导出文件包含会话、消息、工具调用、统计和事实数据。若后续公开发布，请先检查内容是否包含不该公开的路径、命令输出或密钥。
 
 ## 本地预览
 
 预览构建产物：
 
 ```bash
-pnpm preview:client
+bun run preview:client
 ```
 
 ## 主题
diff --git a/source/app.tsx b/source/app.tsx
index bdbd887..d9c500e 100644
--- a/source/app.tsx
+++ b/source/app.tsx
@@ -173,7 +173,7 @@ const commandHelp = [
   '/pages - 打开相关页面选择',
   '/memory - 查看 memory 概览',
   '/status - 查看当前 CLI 状态',
-  '/export - 导出会话数据到 GitHub Pages 客户端',
+  '/export - 导出会话数据到 JSON 文件',
   '/mode - 查看当前模式和阶段',
   '/plan - 切换到 PLAN 模式',
   '/build - 切换到 BUILD 模式',
diff --git a/tests/web-export.spec.ts b/tests/web-export.spec.ts
index 77bb095..bc1e57a 100644
--- a/tests/web-export.spec.ts
+++ b/tests/web-export.spec.ts
@@ -23,7 +23,7 @@ describe('WebExport', () => {
     }
   });
 
-  it('构建 GitHub Pages 客户端可读的会话快照', () => {
+  it('构建 Web 客户端可读的会话快照', () => {
     const store = createStore();
     store.createSession({ cwd: '/tmp/project', id: 's-web' });
     store.appendEntry('s-web', {