chore: release v1.6.0 (#697)

* fix(skills): add YAML frontmatter for discovery and improve descriptions

- opencli-explorer: add missing frontmatter with name, description, tags
- opencli-oneshot: add missing frontmatter with name, description, tags
- opencli-usage: rewrite description to start with "Use when..." and
  include specific platform names for better keyword matching

Root cause of low trigger rate: explorer and oneshot had no frontmatter
at all, making them invisible to AI agent skill discovery. Usage had a
generic description without triggering conditions.

* fix(skills): add capability index, cross-skill links, and plugins entry

- Add "Quick Lookup by Capability" table so agents can find platforms
  by what they need (search, trending, feed, AI chat, finance, etc.)
- Add plugins.md entry to main index (was completely hidden)
- Add "Related Skills" section linking to opencli-explorer and
  opencli-oneshot for adapter development
- Compress platform listings for scannability

* fix(skills): inline compact command quick-reference table in SKILL.md

Add a self-contained command reference table directly in SKILL.md so
agents that can only read the main skill file still have full command
visibility. Each platform gets one row with all available commands.
Organized into Browser/Desktop/Public API/Management sections.

.agents/skills/cross-project-adapter-migration/SKILL.md

@@ -1,249 +0,0 @@
----
-name: cross-project-adapter-migration
-description: "Cross-project CLI command migration workflow for opencli. Use when importing commands from external CLI projects (python/node) like rdt-cli, twitter-cli, etc. Covers: source analysis → gap matrix → batch migration → README/SKILL.md update."
----
-
-# Cross-Project Adapter Migration
-
-> 从外部 CLI 项目（Python/Node/Go 等）批量迁移命令到 opencli 的标准化流程。
-
-## When to Use
-
-- 用户说"把 xxx-cli 的命令迁移过来"
-- 用户说"看看 xxx 项目有什么可以借鉴的"
-- 用户说"对齐 xxx-cli 的功能"
-- 在为新平台扩展 opencli 时，发现已有第三方 CLI 工具
-
-## Prerequisites
-
-- 熟悉 [CLI-EXPLORER.md](file:///Users/jakevin/code/opencli/CLI-EXPLORER.md)（adapter 开发决策树）
-- 熟悉 [SKILL.md](file:///Users/jakevin/code/opencli/SKILL.md)（命令参考 & 模板）
-
----
-
-## Phase 1: 源项目分析
-
-### 1.1 克隆 & 理解源项目
-
-```bash
-# 克隆源项目到 /tmp 做分析
-git clone <source_repo_url> /tmp/<source-cli>
-```
-
-分析重点：
-- **命令列表**：找到所有可用命令（查看 CLI 入口文件、help 输出或 README）
-- **认证方式**：Cookie？API Key？OAuth？浏览器自动化？
-- **数据源**：公开 API？GraphQL？页面抓取？
-- **输出字段**：每个命令返回哪些数据字段
-
-### 1.2 生成命令清单
-
-列出源项目所有命令，包括：
-
-| 命令 | 类型 | API/方法 | 输出字段 |
-|------|------|---------|---------|
-| `xxx feed` | Read | `GET /api/feed` | title, author, time |
-| `xxx post` | Write | `POST /api/tweet` | status, id |
-
----
-
-## Phase 2: 功能对比矩阵
-
-### 2.1 查看 opencli 现有命令
-
-```bash
-ls src/clis/<site>/     # 查看已有适配器
-opencli list | grep <site>  # 确认已注册命令
-```
-
-### 2.2 生成对比矩阵
-
-对每个源项目命令，标注三种状态：
-
-| 功能 | 源项目 | opencli 现有 | 行动 |
-|------|--------|-------------|------|
-| feed | ✅ `xxx feed` | ❌ 无 | ✅ **新增** |
-| search | ✅ `xxx search` | ✅ `search.ts` | ❌ 已有，跳过 |
-| hot | ✅ `xxx hot` | ⚠️ `hot.yaml`（不完整） | ✅ **增强** |
-| like | ✅ `xxx like` | ✅ `like.ts` | ❌ 已有，跳过 |
-
-### 2.3 筛选迁移目标
-
-去掉已有的、低价值的，保留高价值缺失命令，按 Read/Write 分类：
-
-**筛选原则**：
-- ✅ 高使用频率的命令优先
-- ✅ 已有但不完整的命令标记为"增强"
-- ❌ 源项目特有但 opencli 架构不支持的功能（如需要持久化存储的）跳过
-- ❌ 与现有功能完全重复的跳过
-
----
-
-## Phase 3: 批量实现
-
-> [!IMPORTANT]
-> 实现前必须查阅 [CLI-EXPLORER.md](file:///Users/jakevin/code/opencli/CLI-EXPLORER.md) 确认策略选择。
-
-### 3.1 选择实现方式
-
-基于决策树分类：
-
-| 类别 | 方式 | 适用条件 |
-|------|------|---------|
-| **Read + 简单 API** | YAML pipeline | 纯 fetch/select/map，无复杂 JS |
-| **Read + GraphQL/分页/签名** | TypeScript adapter | 需要 JS 逻辑 |
-| **Write 操作** | TypeScript + `Strategy.UI` | 点击/输入等 DOM 操作 |
-| **Write + API** | TypeScript + `Strategy.COOKIE/HEADER` | 直接 POST API |
-
-### 3.2 实现顺序
-
-**先 Read 后 Write，先 YAML 后 TS**：
-
-1. **Phase A**: YAML Read 适配器（最快，通常每个 10-20 行）
-2. **Phase B**: TS Read 适配器（需要 evaluate/intercept 的）
-3. **Phase C**: TS Write 适配器（需 UI 自动化或 POST API）
-
-### 3.3 实现模板
-
-#### YAML Read 适配器模板（Cookie 策略）
-
-```yaml
-site: <site>
-name: <command>
-description: <描述>
-domain: www.<site>.com
-strategy: cookie
-browser: true
-
-args:
-  limit:
-    type: int
-    default: 20
-
-pipeline:
-  - navigate: https://www.<site>.com
-  - evaluate: |
-      (async () => {
-        const res = await fetch('<api_endpoint>', { credentials: 'include' });
-        const d = await res.json();
-        return (d.data?.items || []).map(item => ({
-          title: item.title,
-          // ... map source fields
-        }));
-      })()
-  - map:
-      rank: ${{ index + 1 }}
-      title: ${{ item.title }}
-  - limit: ${{ args.limit }}
-
-columns: [rank, title]
-```
-
-#### TS Write 适配器模板（UI 策略）
-
-```typescript
-import { cli, Strategy } from '../../registry.js';
-
-cli({
-  site: '<site>',
-  name: '<command>',
-  description: '<描述>',
-  strategy: Strategy.UI,
-  args: [{ name: 'target', required: true, help: '<参数说明>' }],
-  columns: ['status', 'message'],
-  func: async (page, kwargs) => {
-    await page.goto(`https://www.<site>.com/${kwargs.target}`);
-    await page.wait({ text: '<expected_text>', timeout: 10 });
-
-    // 获取 snapshot 找到目标按钮
-    const snapshot = await page.accessibility.snapshot();
-    // 点击按钮 ...
-
-    return [{ status: 'success', message: '<action> completed' }];
-  },
-});
-```
-
-### 3.4 公共模式复用
-
-迁移过程中如果发现多个适配器共享逻辑，考虑提取到 `src/<site>.ts` 工具文件：
-
-```typescript
-// src/<site>.ts
-export async function fetchWithAuth(page, url) { ... }
-export function parseItem(raw) { ... }
-```
-
----
-
-## Phase 4: 验证 & 发布
-
-### 4.1 构建验证
-
-```bash
-npx tsc --noEmit                    # TypeScript 编译检查
-opencli list | grep <site>          # 确认所有命令已注册
-```
-
-### 4.2 运行验证（关键！）
-
-每个新命令必须实际运行：
-
-```bash
-# Read 命令
-opencli <site> <command> --limit 3 -f json
-opencli <site> <command> --limit 3 -v   # verbose 查看 pipeline
-
-# Write 命令（谨慎！会实际操作）
-opencli <site> <command> <test_target>
-```
-
-### 4.3 更新文档
-
-迁移完成后必须更新以下文件：
-
-1. **README.md** — 在对应平台区域添加新命令示例
-2. **SKILL.md** — 在 Commands Reference 中添加新命令
-
-### 4.4 提交 & 推送
-
-```bash
-git add -A
-git commit -m "feat(<site>): migrate <N> commands from <source-cli>
-
-- Phase A: <N> YAML adapters (read operations)
-- Phase B: <N> TS adapters (write operations)
-- Source: <source_repo_url>"
-git push
-```
-
----
-
-## Checklist
-
-- [ ] 源项目命令清单已生成
-- [ ] 对比矩阵已确认，高价值缺失命令已筛选
-- [ ] 用户确认迁移范围
-- [ ] Phase A: YAML Read 适配器已完成
-- [ ] Phase B: TS Read 适配器已完成
-- [ ] Phase C: TS Write 适配器已完成
-- [ ] `npx tsc --noEmit` 编译通过
-- [ ] 所有新命令已实际运行验证
-- [ ] README.md 已更新
-- [ ] SKILL.md 已更新
-- [ ] 已 commit + push
-
-## 实战案例参考
-
-### rdt-cli → opencli Reddit（2026-03-16）
-
-- **源项目**: `rdt-cli`（25 个 Python 命令）
-- **筛选结果**: 13 个高价值命令
-- **实现**: 7 个 YAML（read） + 6 个 TS（write）
-- **产出**: +11 文件，+767 行代码，Reddit 适配器从 4 → 15（+275%）
-
-### twitter-cli → opencli Twitter（2026-03-16）
-
-- **源项目**: `twitter-cli`（20+ Python 命令）
-- **筛选结果**: 11 个待实现
-- **策略**: Read 用 `Strategy.COOKIE` + GraphQL fetch，Write 用 `Strategy.UI`

.agents/workflows/cross-project-adapter-migration.md

@@ -1,54 +0,0 @@
----
-description: Migrate commands from an external CLI project into opencli adapters
----
-
-// turbo-all
-
-## Steps
-
-1. Clone the source CLI project for analysis:
-```bash
-git clone <source_repo_url> /tmp/<source-cli>
-```
-
-2. Analyze source project: list all commands, auth method, API endpoints, and output fields.
-
-3. Check existing opencli adapters for the target site:
-```bash
-ls src/clis/<site>/
-opencli list | grep <site>
-```
-
-4. Generate a comparison matrix table (source commands vs opencli existing). Mark each as: ✅ **New** / ✅ **Enhance** / ❌ **Skip**. Ask user to confirm which commands to migrate.
-
-5. Implement YAML Read adapters first (highest ROI, 10-20 lines each). Place files in `src/clis/<site>/<name>.yaml`.
-
-6. Implement TS Read adapters for complex cases (GraphQL, pagination, signing). Place files in `src/clis/<site>/<name>.ts`.
-
-7. Implement TS Write adapters using `Strategy.UI` or `Strategy.COOKIE`. Place files in `src/clis/<site>/<name>.ts`.
-
-8. Verify build:
-```bash
-npx tsc --noEmit
-```
-
-9. Verify all commands are registered:
-```bash
-opencli list | grep <site>
-```
-
-10. Run each new command to verify it works:
-```bash
-opencli <site> <command> --limit 3 -f json
-```
-
-11. Update README.md with new command examples in the appropriate platform section.
-
-12. Update SKILL.md Commands Reference with new commands.
-
-13. Commit and push:
-```bash
-git add -A
-git commit -m "feat(<site>): migrate <N> commands from <source-cli>"
-git push
-```

.github/actions/setup-chrome/action.yml

@@ -1,5 +1,5 @@
-name: Setup Chrome + xvfb
-description: Install real Chrome and xvfb virtual display for headed browser testing
+name: Setup Chrome
+description: Install real Chrome for browser testing (with xvfb on Linux)
 
 outputs:
   chrome-path:
@@ -19,8 +19,9 @@ runs:
       shell: bash
       run: |
         echo "Chrome path: ${{ steps.setup-chrome.outputs.chrome-path }}"
-        ${{ steps.setup-chrome.outputs.chrome-path }} --version
+        "${{ steps.setup-chrome.outputs.chrome-path }}" --version
 
-    - name: Install xvfb for headed mode
+    - name: Install xvfb (Linux only)
+      if: runner.os == 'Linux'
       shell: bash
       run: sudo apt-get install -y xvfb

.github/pull_request_template.md

@@ -24,8 +24,10 @@ Related issue:
 - [ ] Added doc page under `docs/adapters/` (if new adapter)
 - [ ] Updated `docs/adapters/index.md` table (if new adapter)
 - [ ] Updated sidebar in `docs/.vitepress/config.mts` (if new adapter)
+- [ ] Updated `README.md` / `README.zh-CN.md` when command discoverability changed
+- [ ] Used positional args for the command's primary subject unless a named flag is clearly better
+- [ ] Normalized expected adapter failures to `CliError` subclasses instead of raw `Error`
 
 ## Screenshots / Output
 
 <!-- If applicable, paste CLI output or screenshots here. -->
-

.github/workflows/build-extension.yml

@@ -4,8 +4,14 @@ on:
   push:
     branches: [ "main" ]
     tags: [ "v*.*.*" ]
+    paths:
+      - 'extension/**'
+      - '.github/workflows/build-extension.yml'
   pull_request:
     branches: [ "main" ]
+    paths:
+      - 'extension/**'
+      - '.github/workflows/build-extension.yml'
 
 permissions:
   contents: write
@@ -15,10 +21,10 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout Code
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
 
       - name: Setup Node.js
-        uses: actions/setup-node@v4
+        uses: actions/setup-node@v6
         with:
           node-version: 20
           cache: 'npm'
@@ -33,47 +39,28 @@ jobs:
         working-directory: extension
 
       - name: Prepare extension package
-        run: |
-          rm -rf extension-package
-          mkdir -p extension-package
-          cp extension/manifest.json extension-package/
-          cp -R extension/dist extension-package/
-          cp -R extension/icons extension-package/
+        run: npm run package:release -- --out ../extension-package
+        working-directory: extension
 
       - name: Create Extension ZIP
         run: |
           cd extension-package
           zip -r ../opencli-extension.zip .
 
-      - name: Create Extension CRX
-        run: |
-          npm install -g crx3
-          if [ -n "${{ secrets.CRX_PRIVATE_KEY }}" ]; then
-            echo "Found CRX_PRIVATE_KEY, signing extension..."
-            echo "${{ secrets.CRX_PRIVATE_KEY }}" > crx-key.pem
-            crx3 pack extension-package -o opencli-extension.crx -p crx-key.pem
-            rm crx-key.pem
-          else
-            echo "No CRX_PRIVATE_KEY configured. Generating CRX with a temporary random key..."
-            crx3 pack extension-package -o opencli-extension.crx
-          fi
-
       - name: Upload Artifacts (Action Run)
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@v7
         with:
           name: opencli-extension-build
           path: |
             opencli-extension.zip
-            opencli-extension.crx
           retention-days: 7
 
       - name: Attach to GitHub Release
         if: startsWith(github.ref, 'refs/tags/')
-        uses: softprops/action-gh-release@v2
+        uses: softprops/action-gh-release@v2.6.1
         with:
           files: |
             opencli-extension.zip
-            opencli-extension.crx
           draft: false
           prerelease: false
         env:

.github/workflows/ci.yml

@@ -16,11 +16,15 @@ concurrency:
 jobs:
   # ── Fast gate: typecheck + build ──
   build:
-    runs-on: ubuntu-latest
+    runs-on: ${{ matrix.os }}
+    strategy:
+      fail-fast: false
+      matrix:
+        os: [ubuntu-latest, macos-latest, windows-latest]
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@v6
 
-      - uses: actions/setup-node@v4
+      - uses: actions/setup-node@v6
         with:
           node-version: '22'
           cache: 'npm'
@@ -35,17 +39,20 @@ jobs:
         run: npm run build
 
   # ── Unit tests (vitest shard) ──
+  # PR: ubuntu + Node 22 only (fast feedback, 2 jobs).
+  # Push to main/dev: full matrix for cross-platform/cross-version coverage (12 jobs).
   unit-test:
-    runs-on: ubuntu-latest
+    runs-on: ${{ matrix.os }}
     strategy:
       fail-fast: false
       matrix:
-        node-version: ['20', '22']
+        os: ${{ (github.event_name == 'push' || github.event_name == 'schedule' || github.event_name == 'workflow_dispatch') && fromJSON('["ubuntu-latest","macos-latest","windows-latest"]') || fromJSON('["ubuntu-latest"]') }}
+        node-version: ${{ (github.event_name == 'push' || github.event_name == 'schedule' || github.event_name == 'workflow_dispatch') && fromJSON('["20","22"]') || fromJSON('["22"]') }}
         shard: [1, 2]
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@v6
 
-      - uses: actions/setup-node@v4
+      - uses: actions/setup-node@v6
         with:
           node-version: ${{ matrix.node-version }}
           cache: 'npm'
@@ -54,17 +61,19 @@ jobs:
         run: npm ci
 
       - name: Run unit tests (Node ${{ matrix.node-version }}, shard ${{ matrix.shard }}/2)
-        run: npx vitest run src/ --reporter=verbose --shard=${{ matrix.shard }}/2
+        run: npm test -- --reporter=verbose --shard=${{ matrix.shard }}/2
 
-  # ── Smoke tests (scheduled / manual only) ──
-  smoke-test:
-    if: github.event_name == 'schedule' || github.event_name == 'workflow_dispatch'
-    needs: build
+  # ── Bun compatibility check ──
+  bun-test:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@v6
 
-      - uses: actions/setup-node@v4
+      - uses: oven-sh/setup-bun@v2
+        with:
+          bun-version: 1.3.5
+
+      - uses: actions/setup-node@v6
         with:
           node-version: '22'
           cache: 'npm'
@@ -72,17 +81,67 @@ jobs:
       - name: Install dependencies
         run: npm ci
 
-      - name: Setup Chrome + xvfb
+      - name: Run unit tests under Bun
+        run: bun vitest run --project unit --reporter=verbose
+
+  # Adapter tests are pure unit tests — OS doesn't affect results.
+  adapter-test:
+    runs-on: ubuntu-latest
+    needs: build
+    steps:
+      - uses: actions/checkout@v6
+
+      - uses: actions/setup-node@v6
+        with:
+          node-version: '22'
+          cache: 'npm'
+
+      - name: Install dependencies
+        run: npm ci
+
+      - name: Run focused adapter tests
+        run: npm run test:adapter -- --reporter=verbose
+
+  # ── Smoke tests (scheduled / manual only) ──
+  smoke-test:
+    if: github.event_name == 'schedule' || github.event_name == 'workflow_dispatch'
+    needs: build
+    runs-on: ${{ matrix.os }}
+    strategy:
+      fail-fast: false
+      matrix:
+        # NOTE: Windows excluded — browser-actions/setup-chrome hangs during
+        # Chrome MSI installation on Windows runners (known issue).
+        os: [ubuntu-latest, macos-latest]
+    steps:
+      - uses: actions/checkout@v6
+
+      - uses: actions/setup-node@v6
+        with:
+          node-version: '22'
+          cache: 'npm'
+
+      - name: Install dependencies
+        run: npm ci
+
+      - name: Setup Chrome
         uses: ./.github/actions/setup-chrome
         id: setup-chrome
 
       - name: Build
         run: npm run build
 
-      - name: Run smoke tests
+      - name: Run smoke tests (Linux, via xvfb)
+        if: runner.os == 'Linux'
         run: |
           xvfb-run --auto-servernum --server-args="-screen 0 1280x720x24" \
             npx vitest run tests/smoke/ --reporter=verbose
         env:
           OPENCLI_BROWSER_EXECUTABLE_PATH: ${{ steps.setup-chrome.outputs.chrome-path }}
+
+      - name: Run smoke tests (macOS / Windows)
+        if: runner.os != 'Linux'
+        run: npx vitest run tests/smoke/ --reporter=verbose
+        env:
+          OPENCLI_BROWSER_EXECUTABLE_PATH: ${{ steps.setup-chrome.outputs.chrome-path }}
     timeout-minutes: 15

.github/workflows/doc-check.yml

@@ -13,7 +13,7 @@ jobs:
   doc-coverage:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@v6
 
       - name: Check adapter doc coverage
         run: bash scripts/check-doc-coverage.sh --strict
@@ -22,9 +22,9 @@ jobs:
   docs-build:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@v6
 
-      - uses: actions/setup-node@v4
+      - uses: actions/setup-node@v6
         with:
           node-version: '22'
           cache: 'npm'

.github/workflows/docs.yml

@@ -10,7 +10,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Trigger opencli-website rebuild
-        uses: peter-evans/repository-dispatch@v3
+        uses: peter-evans/repository-dispatch@v4
         with:
           token: ${{ secrets.WEBSITE_DEPLOY_TOKEN }}
           repository: jackwener/opencli-website

.github/workflows/e2e-headed.yml

@@ -3,8 +3,28 @@ name: E2E Headed Chrome
 on:
   push:
     branches: [main, dev]
+    paths:
+      - 'extension/**'
+      - 'src/browser/**'
+      - 'src/daemon.ts'
+      - 'src/execution.ts'
+      - 'src/interceptor.ts'
+      - 'tests/e2e/**'
+      - 'tests/smoke/**'
+      - '.github/actions/setup-chrome/**'
+      - '.github/workflows/e2e-headed.yml'
   pull_request:
     branches: [main, dev]
+    paths:
+      - 'extension/**'
+      - 'src/browser/**'
+      - 'src/daemon.ts'
+      - 'src/execution.ts'
+      - 'src/interceptor.ts'
+      - 'tests/e2e/**'
+      - 'tests/smoke/**'
+      - '.github/actions/setup-chrome/**'
+      - '.github/workflows/e2e-headed.yml'
   workflow_dispatch:
 
 concurrency:
@@ -13,12 +33,18 @@ concurrency:
 
 jobs:
   e2e-headed:
-    runs-on: ubuntu-latest
+    runs-on: ${{ matrix.os }}
+    strategy:
+      fail-fast: false
+      matrix:
+        # NOTE: Windows excluded — browser-actions/setup-chrome hangs during
+        # Chrome MSI installation on Windows runners (known issue).
+        os: [ubuntu-latest, macos-latest]
     timeout-minutes: 20
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@v6
 
-      - uses: actions/setup-node@v4
+      - uses: actions/setup-node@v6
         with:
           node-version: '22'
           cache: 'npm'
@@ -26,16 +52,23 @@ jobs:
       - name: Install dependencies
         run: npm ci
 
-      - name: Setup Chrome + xvfb
+      - name: Setup Chrome
         uses: ./.github/actions/setup-chrome
         id: setup-chrome
 
       - name: Build
         run: npm run build
 
-      - name: Run E2E tests (headed Chrome + xvfb)
+      - name: Run E2E tests (Linux, via xvfb)
+        if: runner.os == 'Linux'
         run: |
           xvfb-run --auto-servernum --server-args="-screen 0 1280x720x24" \
             npx vitest run tests/e2e/ --reporter=verbose
         env:
           OPENCLI_BROWSER_EXECUTABLE_PATH: ${{ steps.setup-chrome.outputs.chrome-path }}
+
+      - name: Run E2E tests (macOS / Windows)
+        if: runner.os != 'Linux'
+        run: npx vitest run tests/e2e/ --reporter=verbose
+        env:
+          OPENCLI_BROWSER_EXECUTABLE_PATH: ${{ steps.setup-chrome.outputs.chrome-path }}

.github/workflows/pkg-pr-new.yml

@@ -1,30 +0,0 @@
-name: Publish Any Commit
-
-on:
-  push:
-    branches: [main, dev]
-  pull_request:
-    branches: [main, dev]
-
-permissions: {}
-
-jobs:
-  publish:
-    if: ${{ vars.PKG_PR_NEW_ENABLED == 'true' }}
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v4
-
-      - uses: actions/setup-node@v4
-        with:
-          node-version: '22'
-          cache: 'npm'
-
-      - name: Install dependencies
-        run: npm ci
-
-      - name: Build
-        run: npm run build
-
-      - name: Publish to pkg.pr.new
-        run: npx pkg-pr-new publish

.github/workflows/release-please.yml

@@ -1,25 +0,0 @@
-name: Release Please
-
-on:
-  push:
-    branches: [main]
-
-permissions:
-  contents: write
-  pull-requests: write
-
-jobs:
-  release-please:
-    runs-on: ubuntu-latest
-    steps:
-      - name: Ensure release-please token is configured
-        run: |
-          if [ -z "${{ secrets.RELEASE_PLEASE_TOKEN }}" ]; then
-            echo "RELEASE_PLEASE_TOKEN secret is required so release PRs can trigger downstream CI workflows." >&2
-            exit 1
-          fi
-
-      - uses: googleapis/release-please-action@v4
-        with:
-          release-type: node
-          token: ${{ secrets.RELEASE_PLEASE_TOKEN }}

.github/workflows/release.yml

@@ -13,9 +13,9 @@ jobs:
   release:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@v6
 
-      - uses: actions/setup-node@v4
+      - uses: actions/setup-node@v6
         with:
           node-version: '22'
           registry-url: 'https://registry.npmjs.org'
@@ -27,7 +27,7 @@ jobs:
         run: npx tsc --noEmit
 
       - name: Create GitHub Release
-        uses: softprops/action-gh-release@v2
+        uses: softprops/action-gh-release@v2.6.1
         with:
           generate_release_notes: true
 
@@ -35,3 +35,10 @@ jobs:
         run: npm publish --provenance --access public
         env:
           NODE_AUTH_TOKEN: ${{ secrets.NPM_TOKEN }}
+
+      - name: Trigger website rebuild
+        uses: peter-evans/repository-dispatch@v4
+        with:
+          token: ${{ secrets.WEBSITE_DEPLOY_TOKEN }}
+          repository: jackwener/opencli-website
+          event-type: version-released

.github/workflows/security.yml

@@ -19,9 +19,9 @@ jobs:
   audit:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@v6
 
-      - uses: actions/setup-node@v4
+      - uses: actions/setup-node@v6
         with:
           node-version: '22'
           cache: 'npm'
@@ -31,6 +31,3 @@ jobs:
 
       - name: npm audit (production)
         run: npm audit --omit=dev --audit-level=high
-
-      - name: Check for known vulnerabilities
-        run: npx --yes audit-ci@^7 --high --skip-dev

.gitignore

@@ -15,3 +15,12 @@ docs/.vitepress/cache
 *.pem
 *.crx
 *.zip
+.envrc
+.windsurf
+.claude
+.cortex
+
+# Database files
+*.db
+autoresearch/results/
+extension/dist/

CHANGELOG.md

@@ -1,5 +1,287 @@
 # Changelog
 
+## [1.6.0](https://github.com/jackwener/opencli/compare/v1.5.9...v1.6.0) (2026-04-02)
+
+
+### Features
+
+* **opencli-operate:** add browser control commands for Claude Code skill ([#614](https://github.com/jackwener/opencli/issues/614))
+* **docs:** add tab completion to getting started guides ([#658](https://github.com/jackwener/opencli/issues/658))
+
+
+### Bug Fixes
+
+* **twitter:** resolve article ID to tweet ID before GraphQL query ([#688](https://github.com/jackwener/opencli/issues/688))
+* **xiaohongshu:** clarify empty note shell hint ([#686](https://github.com/jackwener/opencli/issues/686))
+* **skills:** add YAML frontmatter for discovery and improve descriptions ([#694](https://github.com/jackwener/opencli/issues/694))
+
+
+### Refactoring
+
+* centralize daemon transport client ([#692](https://github.com/jackwener/opencli/issues/692))
+
+
+## [1.5.9](https://github.com/jackwener/opencli/compare/v1.5.8...v1.5.9) (2026-04-02)
+
+
+### Features
+
+* **amazon:** add browser adapter — bestsellers, search, product, offer, discussion ([#659](https://github.com/jackwener/opencli/issues/659))
+* **skills:** create skills/ directory structure with opencli-usage, opencli-explorer, opencli-oneshot ([#670](https://github.com/jackwener/opencli/issues/670))
+* **record:** add minimal record write candidates ([#665](https://github.com/jackwener/opencli/issues/665))
+
+
+### Refactoring
+
+* src cleanup — deduplicate errors, cache VM, extract BasePage, remove Playwright MCP legacy ([#667](https://github.com/jackwener/opencli/issues/667))
+* remove bind-current, restore owned-only browser automation model ([#664](https://github.com/jackwener/opencli/issues/664))
+
+
+### Chores
+
+* remove .agents directory ([#668](https://github.com/jackwener/opencli/issues/668))
+
+
+## [1.5.8](https://github.com/jackwener/opencli/compare/v1.5.7...v1.5.8) (2026-04-01)
+
+
+### Bug Fixes
+
+* **extension:** avoid mutating healthy tabs before debugger attach and add regression coverage ([#662](https://github.com/jackwener/opencli/issues/662))
+
+
+## [1.5.7](https://github.com/jackwener/opencli/compare/v1.5.6...v1.5.7) (2026-04-01)
+
+
+### Features
+
+* **daemon:** replace 5min idle timeout with long-lived daemon model (4h default, dual-condition exit) ([#641](https://github.com/jackwener/opencli/issues/641))
+* **daemon:** add `opencli daemon status/stop/restart` CLI commands ([#641](https://github.com/jackwener/opencli/issues/641))
+* **youtube:** add search filters — `--type` shorts/video/channel, `--upload`, `--sort` ([#616](https://github.com/jackwener/opencli/issues/616))
+* **notebooklm:** add read commands and compatibility layer ([#622](https://github.com/jackwener/opencli/issues/622))
+* **instagram:** add media download command ([#623](https://github.com/jackwener/opencli/issues/623))
+* **stealth:** harden CDP debugger detection countermeasures ([#644](https://github.com/jackwener/opencli/issues/644))
+* **v2ex:** add id, node, url, content, member fields to topic output ([#646](https://github.com/jackwener/opencli/issues/646), [#648](https://github.com/jackwener/opencli/issues/648))
+* **electron:** auto-launcher — zero-config CDP connection ([#653](https://github.com/jackwener/opencli/issues/653))
+
+
+### Bug Fixes
+
+* **douyin:** repair creator draft flow — switch from broken API pipeline to UI-driven approach ([#640](https://github.com/jackwener/opencli/issues/640))
+* **douyin:** support current creator API response shapes for activities, profile, collections, hashtag, videos ([#618](https://github.com/jackwener/opencli/issues/618))
+* **bilibili:** distinguish login-gated subtitles from empty results ([#645](https://github.com/jackwener/opencli/issues/645))
+* **facebook:** avoid in-page redirect in search — use navigate step instead of window.location.href ([#642](https://github.com/jackwener/opencli/issues/642))
+* **substack:** update selectors for DOM redesign ([#624](https://github.com/jackwener/opencli/issues/624))
+* **weread:** recover book details from cached shelf fallback ([#628](https://github.com/jackwener/opencli/issues/628))
+* **docs:** use relative links in adapter index ([#629](https://github.com/jackwener/opencli/issues/629))
+
+
+## [1.4.1](https://github.com/jackwener/opencli/compare/v1.4.0...v1.4.1) (2026-03-25)
+
+
+### Features
+
+* **douyin:** add Douyin creator center adapter — 14 commands, 8-phase publish pipeline ([#416](https://github.com/jackwener/opencli/issues/416))
+* **weibo,youtube:** add Weibo commands and YouTube channel/comments ([#418](https://github.com/jackwener/opencli/issues/418))
+* **twitter:** add filter option for search ([#410](https://github.com/jackwener/opencli/issues/410))
+* **extension:** add popup UI, privacy policy, and CSP for Chrome Web Store ([#415](https://github.com/jackwener/opencli/issues/415))
+* add url field to 9 search adapters (67% -> 97% coverage) ([#414](https://github.com/jackwener/opencli/issues/414))
+
+
+### Bug Fixes
+
+* **extension:** improve UX when daemon is not running — show hint in popup, reduce reconnect noise ([#424](https://github.com/jackwener/opencli/issues/424))
+* remove incorrect gws and readwise external CLI entries ([#419](https://github.com/jackwener/opencli/issues/419), [#420](https://github.com/jackwener/opencli/issues/420))
+
+
+### CI
+
+* limit default e2e to bilibili/zhihu/v2ex, gate extended browser tests ([#421](https://github.com/jackwener/opencli/issues/421), [#423](https://github.com/jackwener/opencli/issues/423))
+
+
+## [1.4.0](https://github.com/jackwener/opencli/compare/v1.3.3...v1.4.0) (2026-03-25)
+
+
+### Features
+
+* **pixiv:** add Pixiv adapter — ranking, search, user illusts, detail, download ([#403](https://github.com/jackwener/opencli/issues/403))
+* **plugin:** add lifecycle hooks API — onStartup, onBeforeExecute, onAfterExecute ([#376](https://github.com/jackwener/opencli/issues/376))
+* **plugin:** validate plugin structure on install and update ([#364](https://github.com/jackwener/opencli/issues/364))
+* **xueqiu:** add Danjuan fund account commands — fund-holdings, fund-snapshot ([#391](https://github.com/jackwener/opencli/issues/391))
+* **tiktok:** add video URL to search results ([#404](https://github.com/jackwener/opencli/issues/404))
+* **linkedin:** add timeline feed command ([#342](https://github.com/jackwener/opencli/issues/342))
+* **jd:** add JD.com product details adapter ([#344](https://github.com/jackwener/opencli/issues/344))
+* **web:** add generic `web read` command for any URL → Markdown ([#343](https://github.com/jackwener/opencli/issues/343))
+* **dictionary:** add dictionary search, synonyms, and examples adapters ([#241](https://github.com/jackwener/opencli/issues/241))
+
+
+### Bug Fixes
+
+* **analysis:** fix hasLimit using wrong Set (SEARCH_PARAMS → LIMIT_PARAMS) ([#412](https://github.com/jackwener/opencli/issues/412))
+* **pipeline:** remove phantom scroll step — declared but never registered ([#412](https://github.com/jackwener/opencli/issues/412))
+* **validate:** add missing download step to KNOWN_STEP_NAMES ([#412](https://github.com/jackwener/opencli/issues/412))
+* **extension:** security hardening — tab isolation, URL validation, cookie scope ([#409](https://github.com/jackwener/opencli/issues/409))
+* **sort:** use localeCompare with natural numeric sort by default ([#306](https://github.com/jackwener/opencli/issues/306))
+* **pipeline:** evaluate chained || in template engine ([#305](https://github.com/jackwener/opencli/issues/305))
+* **pipeline:** check HTTP status in fetch step ([#384](https://github.com/jackwener/opencli/issues/384))
+* **plugin:** resolve Windows path and symlink issues ([#400](https://github.com/jackwener/opencli/issues/400))
+* **download:** scope cookies to target domain ([#385](https://github.com/jackwener/opencli/issues/385))
+* **extension:** fix same-url navigation timeout ([#380](https://github.com/jackwener/opencli/issues/380))
+* fix ChatWise Windows connect ([#405](https://github.com/jackwener/opencli/issues/405))
+* resolve 6 critical + 11 important bugs from deep code review ([#337](https://github.com/jackwener/opencli/issues/337), [#340](https://github.com/jackwener/opencli/issues/340))
+* harden security-sensitive execution paths ([#335](https://github.com/jackwener/opencli/issues/335))
+* **stealth:** harden anti-detection against advanced fingerprinting ([#357](https://github.com/jackwener/opencli/issues/357))
+
+
+### Code Quality
+
+* replace all `catch (err: any)` with typed `getErrorMessage()` across 13 files ([#412](https://github.com/jackwener/opencli/issues/412))
+* adopt CliError subclasses in social and desktop adapters ([#367](https://github.com/jackwener/opencli/issues/367), [#372](https://github.com/jackwener/opencli/issues/372), [#375](https://github.com/jackwener/opencli/issues/375))
+* simplify codebase with type dedup, shared analysis module, and consistent naming ([#373](https://github.com/jackwener/opencli/issues/373))
+* **ci:** add cross-platform CI matrix (Linux/macOS/Windows) ([#402](https://github.com/jackwener/opencli/issues/402))
+
+
+## [1.3.3](https://github.com/jackwener/opencli/compare/v1.3.2...v1.3.3) (2026-03-25)
+
+
+### Features
+
+* **browser:** add stealth anti-detection for CDP and daemon modes ([#319](https://github.com/jackwener/opencli/issues/319))
+
+
+### Bug Fixes
+
+* **stealth:** review fixes — guard plugins, rewrite stack trace cleanup ([#320](https://github.com/jackwener/opencli/issues/320))
+
+
+## [1.3.2](https://github.com/jackwener/opencli/compare/v1.3.1...v1.3.2) (2026-03-24)
+
+
+### Features
+
+* **error-handling:** refine error handling with semantic error types and emoji-coded output ([#312](https://github.com/jackwener/opencli/issues/312)) ([b4d64ca](https://github.com/jackwener/opencli/commit/b4d64ca))
+
+
+### Bug Fixes
+
+* **security:** replace execSync with execFileSync to prevent command injection ([#309](https://github.com/jackwener/opencli/issues/309)) ([41aedf6](https://github.com/jackwener/opencli/commit/41aedf6))
+* remove duplicate getErrorMessage import in discovery.ts ([#315](https://github.com/jackwener/opencli/issues/315)) ([75f4237](https://github.com/jackwener/opencli/commit/75f4237))
+* **e2e:** broaden xiaoyuzhou skip logic for overseas CI runners ([#316](https://github.com/jackwener/opencli/issues/316)) ([a170873](https://github.com/jackwener/opencli/commit/a170873))
+
+
+### Documentation
+
+* **SKILL.md:** sync command reference — add missing sites and desktop adapters ([#314](https://github.com/jackwener/opencli/issues/314)) ([8bf750c](https://github.com/jackwener/opencli/commit/8bf750c))
+
+
+### Chores
+
+* pre-release cleanup — fix dependencies, sync docs, reduce code duplication ([#311](https://github.com/jackwener/opencli/issues/311)) ([c9b3568](https://github.com/jackwener/opencli/commit/c9b3568))
+
+
+## [1.3.1](https://github.com/jackwener/opencli/compare/v1.3.0...v1.3.1) (2026-03-22)
+
+
+### Features
+
+* **plugin:** add update command, hot reload after install, README section ([#307](https://github.com/jackwener/opencli/issues/307)) ([966f6e5](https://github.com/jackwener/opencli/commit/966f6e5))
+* **yollomi:** add new commands and update documentation ([#235](https://github.com/jackwener/opencli/issues/235)) ([ea83242](https://github.com/jackwener/opencli/commit/ea83242))
+* **record:** add live recording command for API capture ([#300](https://github.com/jackwener/opencli/issues/300)) ([dff0fe5](https://github.com/jackwener/opencli/commit/dff0fe5))
+* **weibo:** add weibo search command ([#299](https://github.com/jackwener/opencli/issues/299)) ([c7895ea](https://github.com/jackwener/opencli/commit/c7895ea))
+* **v2ex:** add node, user, member, replies, nodes commands ([#282](https://github.com/jackwener/opencli/issues/282)) ([a83027d](https://github.com/jackwener/opencli/commit/a83027d))
+* **hackernews:** add new, best, ask, show, jobs, search, user commands ([#290](https://github.com/jackwener/opencli/issues/290)) ([127a974](https://github.com/jackwener/opencli/commit/127a974))
+* **doubao-app:** add Doubao AI desktop app CLI adapter ([#289](https://github.com/jackwener/opencli/issues/289)) ([66c4b84](https://github.com/jackwener/opencli/commit/66c4b84))
+* **doubao:** add doubao browser adapter ([#277](https://github.com/jackwener/opencli/issues/277)) ([9cdc127](https://github.com/jackwener/opencli/commit/9cdc127))
+* **xiaohongshu:** add publish command for 图文 note automation ([#276](https://github.com/jackwener/opencli/issues/276)) ([a6d993f](https://github.com/jackwener/opencli/commit/a6d993f))
+* **weixin:** add weixin article download adapter & abstract download helpers ([#280](https://github.com/jackwener/opencli/issues/280)) ([b7c6c02](https://github.com/jackwener/opencli/commit/b7c6c02))
+
+
+### Bug Fixes
+
+* **tests:** use positional arg syntax in browser search tests ([#302](https://github.com/jackwener/opencli/issues/302)) ([4343ec0](https://github.com/jackwener/opencli/commit/4343ec0))
+* **xiaohongshu:** improve search login-wall handling and detail output ([#298](https://github.com/jackwener/opencli/issues/298)) ([f8bf663](https://github.com/jackwener/opencli/commit/f8bf663))
+* ensure standard PATH is available for external CLIs ([#285](https://github.com/jackwener/opencli/issues/285)) ([22f5c7a](https://github.com/jackwener/opencli/commit/22f5c7a))
+* **xiaohongshu:** scope image selector to avoid downloading avatars ([#293](https://github.com/jackwener/opencli/issues/293)) ([3a21be6](https://github.com/jackwener/opencli/commit/3a21be6))
+* add turndown dependency to package.json ([#288](https://github.com/jackwener/opencli/issues/288)) ([2a52906](https://github.com/jackwener/opencli/commit/2a52906))
+
+
+## [1.3.0](https://github.com/jackwener/opencli/compare/v1.2.3...v1.3.0) (2026-03-21)
+
+
+### Features
+
+* **daemon:** harden security against browser CSRF attacks ([#268](https://github.com/jackwener/opencli/issues/268)) ([40bd11d](https://github.com/jackwener/opencli/commit/40bd11d))
+
+
+### Performance
+
+* smart page settle via DOM stability detection ([#271](https://github.com/jackwener/opencli/issues/271)) ([4b976da](https://github.com/jackwener/opencli/commit/4b976da))
+
+
+### Refactoring
+
+* doctor defaults to live mode, remove setup command entirely ([#263](https://github.com/jackwener/opencli/issues/263)) ([b4a8089](https://github.com/jackwener/opencli/commit/b4a8089))
+
+
+## [1.2.3](https://github.com/jackwener/opencli/compare/v1.2.2...v1.2.3) (2026-03-21)
+
+
+### Bug Fixes
+
+* replace all about:blank with data: URI to prevent New Tab Override interception ([#257](https://github.com/jackwener/opencli/issues/257)) ([3e91876](https://github.com/jackwener/opencli/commit/3e91876))
+* harden resolveTabId against New Tab Override extension interception ([#255](https://github.com/jackwener/opencli/issues/255)) ([112fdef](https://github.com/jackwener/opencli/commit/112fdef))
+
+
+## [1.2.2](https://github.com/jackwener/opencli/compare/v1.2.1...v1.2.2) (2026-03-21)
+
+
+### Bug Fixes
+
+* harden browser automation pipeline (resolves [#249](https://github.com/jackwener/opencli/issues/249)) ([#251](https://github.com/jackwener/opencli/issues/251)) ([71b2c39](https://github.com/jackwener/opencli/commit/71b2c39))
+
+
+## [1.2.1](https://github.com/jackwener/opencli/compare/v1.2.0...v1.2.1) (2026-03-21)
+
+
+### Bug Fixes
+
+* **twitter:** harden timeline review findings ([#236](https://github.com/jackwener/opencli/issues/236)) ([4cd0409](https://github.com/jackwener/opencli/commit/4cd0409))
+* **wikipedia:** fix search arg name + add random and trending commands ([#231](https://github.com/jackwener/opencli/issues/231)) ([1d56dd7](https://github.com/jackwener/opencli/commit/1d56dd7))
+* resolve inconsistent doctor --live report (fix [#121](https://github.com/jackwener/opencli/issues/121)) ([#224](https://github.com/jackwener/opencli/issues/224)) ([387aa0d](https://github.com/jackwener/opencli/commit/387aa0d))
+
+
+## [1.2.0](https://github.com/jackwener/opencli/compare/v1.1.0...v1.2.0) (2026-03-21)
+
+
+### Features
+
+* **douban:** add movie adapter with search, top250, subject, marks, reviews commands ([#239](https://github.com/jackwener/opencli/issues/239)) ([70651d3](https://github.com/jackwener/opencli/commit/70651d3))
+* **devto:** add devto adapter ([#234](https://github.com/jackwener/opencli/issues/234)) ([ea113a6](https://github.com/jackwener/opencli/commit/ea113a6))
+* **twitter:** add --type flag to timeline command ([#83](https://github.com/jackwener/opencli/issues/83)) ([e98cf75](https://github.com/jackwener/opencli/commit/e98cf75))
+* **google:** add search, suggest, news, and trends adapters ([#184](https://github.com/jackwener/opencli/issues/184)) ([4e32599](https://github.com/jackwener/opencli/commit/4e32599))
+* add douban, sinablog, substack adapters; upgrade medium to TS ([#185](https://github.com/jackwener/opencli/issues/185)) ([bdf5967](https://github.com/jackwener/opencli/commit/bdf5967))
+* **xueqiu:** add earnings-date command ([#211](https://github.com/jackwener/opencli/issues/211)) ([fae1dce](https://github.com/jackwener/opencli/commit/fae1dce))
+* **browser:** advanced DOM snapshot engine with 13-layer pruning pipeline ([#210](https://github.com/jackwener/opencli/issues/210)) ([d831b04](https://github.com/jackwener/opencli/commit/d831b04))
+* **instagram,facebook:** add write actions and extended commands ([#201](https://github.com/jackwener/opencli/issues/201)) ([eb0ccaf](https://github.com/jackwener/opencli/commit/eb0ccaf))
+* **grok:** add opt-in --web flow for grok ask ([#193](https://github.com/jackwener/opencli/issues/193)) ([fcff2e4](https://github.com/jackwener/opencli/commit/fcff2e4))
+* **tiktok:** add TikTok adapter with 15 commands ([#202](https://github.com/jackwener/opencli/issues/202)) ([4391ccf](https://github.com/jackwener/opencli/commit/4391ccf))
+* add Lobste.rs, Instagram, and Facebook adapters ([#199](https://github.com/jackwener/opencli/issues/199)) ([ce484c2](https://github.com/jackwener/opencli/commit/ce484c2))
+* **medium:** add medium adapter ([#190](https://github.com/jackwener/opencli/issues/190)) ([06c902a](https://github.com/jackwener/opencli/commit/06c902a))
+* plugin system (Stage 0-2) ([1d39295](https://github.com/jackwener/opencli/commit/1d39295))
+* make primary args positional across all CLIs ([#242](https://github.com/jackwener/opencli/issues/242)) ([9696db9](https://github.com/jackwener/opencli/commit/9696db9))
+* **xueqiu:** make primary args positional ([#213](https://github.com/jackwener/opencli/issues/213)) ([fb2a145](https://github.com/jackwener/opencli/commit/fb2a145))
+
+
+### Refactoring
+
+* replace hardcoded skipPreNav with declarative navigateBefore field ([#208](https://github.com/jackwener/opencli/issues/208)) ([a228758](https://github.com/jackwener/opencli/commit/a228758))
+* **boss:** extract common.ts utilities, fix missing login detection ([#200](https://github.com/jackwener/opencli/issues/200)) ([ae30763](https://github.com/jackwener/opencli/commit/ae30763))
+* type discovery core ([#219](https://github.com/jackwener/opencli/issues/219)) ([bd274ce](https://github.com/jackwener/opencli/commit/bd274ce))
+* type browser core ([#218](https://github.com/jackwener/opencli/issues/218)) ([28c393e](https://github.com/jackwener/opencli/commit/28c393e))
+* type pipeline core ([#217](https://github.com/jackwener/opencli/issues/217)) ([8a4ea41](https://github.com/jackwener/opencli/commit/8a4ea41))
+* reduce core any usage ([#216](https://github.com/jackwener/opencli/issues/216)) ([45cee57](https://github.com/jackwener/opencli/commit/45cee57))
+* fail fast on invalid pipeline steps ([#237](https://github.com/jackwener/opencli/issues/237)) ([c76f86c](https://github.com/jackwener/opencli/commit/c76f86c))
+
 ## [1.1.0](https://github.com/jackwener/opencli/compare/v1.0.6...v1.1.0) (2026-03-20)
 
 

CLI-EXPLORER.md

@@ -196,7 +196,7 @@ cat src/clis/<site>/feed.ts   # 读最相似的那个
 
 写 TS 适配器之前，先看看你的目标站点有没有**现成的 helper 函数**可以复用：
 
-#### Bilibili (`src/bilibili.ts`)
+#### Bilibili (`src/clis/bilibili/utils.ts`)
 
 | 函数 | 用途 | 何时使用 |
 |------|------|----------|
@@ -342,10 +342,11 @@ name: search
 description: 知乎搜索
 
 args:
-  keyword:
+  query:
     type: str
     required: true
-    description: Search keyword
+    positional: true
+    description: Search query
   limit:
     type: int
     default: 10
@@ -355,7 +356,7 @@ pipeline:
 
   - evaluate: |
       (async () => {
-        const q = encodeURIComponent('${{ args.keyword }}');
+        const q = encodeURIComponent('${{ args.query }}');
         const res = await fetch('/api/v4/search_v3?q=' + q + '&t=general&limit=${{ args.limit }}', {
           credentials: 'include'
         });
@@ -455,7 +456,7 @@ cli({
   name: 'search',
   description: 'Search tweets',
   strategy: Strategy.HEADER,
-  args: [{ name: 'keyword', required: true }],
+  args: [{ name: 'query', required: true, positional: true }],
   columns: ['rank', 'author', 'text', 'likes'],
   func: async (page, kwargs) => {
     await page.goto('https://x.com');
@@ -474,7 +475,7 @@ cli({
           'X-Twitter-Auth-Type': 'OAuth2Session',
         };
 
-        const variables = JSON.stringify({ rawQuery: '${kwargs.keyword}', count: 20 });
+        const variables = JSON.stringify({ rawQuery: '${kwargs.query}', count: 20 });
         const url = '/i/api/graphql/xxx/SearchTimeline?variables=' + encodeURIComponent(variables);
         const res = await fetch(url, { headers, credentials: 'include' });
         return await res.json();
@@ -631,7 +632,7 @@ git add src/clis/mysite/ && git commit -m "feat(mysite): add hot" && git push
 ```typescript
 import { cli, Strategy } from '../../registry.js';
 import type { IPage } from '../../types.js';
-import { apiGet } from '../../bilibili.js'; // 复用平台 SDK
+import { apiGet } from './utils.js'; // 复用平台 SDK
 
 cli({
   site: 'bilibili',
@@ -694,7 +695,7 @@ cli({
 | 嵌套字段访问 | `${{ item.node?.title }}` 不工作 | 在 evaluate 中 flatten 数据，不在模板中用 optional chaining |
 | 缺少 `strategy: public` | 公开 API 也启动浏览器，7s → 1s | 公开 API 加上 `strategy: public` + `browser: false` |
 | evaluate 返回字符串 | map 步骤收到 `""` 而非数组 | pipeline 有 auto-parse，但建议在 evaluate 内 `.map()` 整形 |
-| 搜索参数被 URL 编码 | `${{ args.keyword }}` 被浏览器二次编码 | 在 evaluate 内用 `encodeURIComponent()` 手动编码 |
+| 搜索参数被 URL 编码 | `${{ args.query }}` 被浏览器二次编码 | 在 evaluate 内用 `encodeURIComponent()` 手动编码 |
 | Cookie 过期 | 返回 401 / 空数据 | 在浏览器里重新登录目标站点 |
 | Extension tab 残留 | Chrome 多出 `chrome-extension://` tab | 已自动清理；若残留，手动关闭即可 |
 | TS evaluate 格式 | `() => {}` 报 `result is not a function` | TS 中 `page.evaluate()` 必须用 IIFE：`(async () => { ... })()` |

CONTRIBUTING.md

@@ -17,7 +17,8 @@ npm run build
 
 # 4. Run a few checks
 npx tsc --noEmit
-npx vitest run src/
+npm test
+npm run test:adapter
 
 # 5. Link globally (optional, for testing `opencli` command)
 npm link
@@ -40,6 +41,11 @@ strategy: public      # public | cookie | header
 browser: false        # true if browser session is needed
 
 args:
+  query:
+    positional: true
+    type: str
+    required: true
+    description: Search keyword
   limit:
     type: int
     default: 20
@@ -76,7 +82,7 @@ cli({
   domain: 'www.mysite.com',
   strategy: Strategy.COOKIE,
   args: [
-    { name: 'query', required: true, help: 'Search query' },
+    { name: 'query', positional: true, required: true, help: 'Search query' },
     { name: 'limit', type: 'int', default: 10, help: 'Max results' },
   ],
   columns: ['title', 'url', 'date'],
@@ -118,12 +124,46 @@ opencli <site> <command> --limit 3 -f json
 opencli <site> <command> -v
 ```
 
+## Arg Design Convention
+
+Use **positional** for the primary, required argument of a command (the "what" — query, symbol, id, url, username). Use **named options** (`--flag`) for secondary/optional configuration (limit, format, sort, page, filters, language, date).
+
+**Rule of thumb**: Think about how the user will type the command. `opencli xueqiu stock SH600519` is more natural than `opencli xueqiu stock --symbol SH600519`.
+
+| Arg type | Positional? | Examples |
+|----------|-------------|----------|
+| Main target (query, symbol, id, url, username) | ✅ `positional: true` | `search '茅台'`, `stock SH600519`, `download BV1xxx` |
+| Configuration (limit, format, sort, page, type, filters) | ❌ Named `--flag` | `--limit 10`, `--format json`, `--sort hot`, `--location seattle` |
+
+Do **not** convert an argument to positional just because it appears first in the file. If the argument is optional, acts like a filter, or selects a mode/configuration, it should usually stay a named option.
+
+YAML example:
+```yaml
+args:
+  query:
+    positional: true     # ← primary arg, user types it directly
+    type: str
+    required: true
+  limit:
+    type: int            # ← config arg, user types --limit 10
+    default: 20
+```
+
+TS example:
+```typescript
+args: [
+  { name: 'query', positional: true, required: true, help: 'Search query' },
+  { name: 'limit', type: 'int', default: 10, help: 'Max results' },
+]
+```
+
 ## Testing
 
 See [TESTING.md](./TESTING.md) for the full guide and exact test locations.
 
 ```bash
-npx vitest run src/           # Unit tests
+npm test                      # Core unit tests (non-adapter)
+npm run test:adapter         # Focused adapter tests: zhihu/twitter/reddit/bilibili
 npx vitest run tests/e2e/     # E2E tests
 npx vitest run                # All tests
 ```
@@ -156,7 +196,8 @@ Common scopes: site name (`twitter`, `reddit`) or module name (`browser`, `pipel
 3. Run the checks that apply:
    ```bash
    npx tsc --noEmit           # Type check
-   npx vitest run src/        # Unit tests
+   npm test                   # Core unit tests
+   npm run test:adapter       # Focused adapter tests (if you touched adapter logic)
    opencli validate           # YAML validation (if applicable)
    ```
 4. Commit using conventional commit format

PRIVACY.md

@@ -0,0 +1,57 @@
+# Privacy Policy — OpenCLI Browser Extension
+
+**Last updated**: 2026-03-25
+
+## What the extension does
+
+The OpenCLI Browser Extension is a bridge between the [OpenCLI](https://github.com/jackwener/opencli) command-line tool and your Chrome browser. It receives commands from a **locally running daemon** process via WebSocket (`localhost` only) and executes them in **isolated Chrome windows** that are separate from your normal browsing session.
+
+## Data collection
+
+The extension does **NOT** collect, store, transmit, or sell any personal data. Specifically:
+
+- **No analytics or telemetry** — no data is sent to any remote server.
+- **No user tracking** — no cookies, identifiers, or fingerprints are created.
+- **No external network requests** — all communication is strictly `localhost` (WebSocket to `ws://localhost:19825`).
+
+## Permissions explained
+
+| Permission | Why it's needed |
+|------------|----------------|
+| `debugger` | Required to use Chrome DevTools Protocol (CDP) for browser automation — executing JavaScript, capturing page content, and taking screenshots in isolated windows. |
+| `tabs` | Required to create and manage isolated automation windows and tabs, separate from the user's browsing session. |
+| `cookies` | Required to read site-specific cookies (scoped by domain) so CLI commands can authenticate with websites the user is already logged into. Cookies are **never written, modified, or transmitted externally**. |
+| `activeTab` | Required to identify the currently active tab for context-aware commands. |
+| `alarms` | Required to maintain the WebSocket connection to the local daemon via periodic keepalive checks. |
+
+## Data flow
+
+```
+User's terminal (opencli CLI)
+    ↓ (spawns)
+Local daemon process (localhost:19825)
+    ↓ (WebSocket, localhost only)
+Chrome Extension (this extension)
+    ↓ (Chrome APIs)
+Isolated Chrome automation window
+```
+
+All data stays on the user's machine. No data leaves `localhost`.
+
+## Cookie access
+
+The extension reads cookies **only** when explicitly requested by a CLI command, and **only** for the specific domain the command targets. It cannot and does not dump all cookies. Cookie data is returned to the local daemon process and is never sent to any external server.
+
+## Third-party services
+
+This extension does not integrate with, send data to, or receive data from any third-party service.
+
+## Open source
+
+This extension is fully open source. You can audit the complete source code at:
+https://github.com/jackwener/opencli/tree/main/extension
+
+## Contact
+
+For privacy questions or concerns, please open an issue at:
+https://github.com/jackwener/opencli/issues

README.md

@@ -1,183 +1,190 @@
 # OpenCLI
 
-> **Make any website, Electron App, or Local Tool your CLI.**  
+> **Make any website, Electron App, or Local Tool your CLI.**
 > Zero risk · Reuse Chrome login · AI-powered discovery · Universal CLI Hub
 
-[中文文档](./README.zh-CN.md)
-
+[![中文文档](https://img.shields.io/badge/docs-%E4%B8%AD%E6%96%87-0F766E?style=flat-square)](./README.zh-CN.md)
 [![npm](https://img.shields.io/npm/v/@jackwener/opencli?style=flat-square)](https://www.npmjs.com/package/@jackwener/opencli)
 [![Node.js Version](https://img.shields.io/node/v/@jackwener/opencli?style=flat-square)](https://nodejs.org)
 [![License](https://img.shields.io/npm/l/@jackwener/opencli?style=flat-square)](./LICENSE)
 
-A CLI tool that turns **any website** or **Electron app** into a command-line interface — Bilibili, Zhihu, 小红书, Twitter/X, Reddit, YouTube, Antigravity, and [many more](#built-in-commands) — powered by browser session reuse and AI-native discovery.
+A CLI tool that turns **any website**, **Electron app**, or **local CLI tool** into a command-line interface — Bilibili, Zhihu, 小红书, Twitter/X, Reddit, YouTube, Antigravity, `gh`, `docker`, and [many more](#built-in-commands) — powered by browser session reuse and AI-native discovery.
 
-💡 **Built for AI Agents**: Simply configure an instruction in your global `AGENT.md` or `.cursorrules` guiding the AI to execute `opencli list` via Bash to discover available tools. Register your favorite local CLIs (`opencli register mycli`), and the AI will automatically learn how to invoke all your tools perfectly!
+**Built for AI Agents** — Configure an instruction in your `AGENT.md` or `.cursorrules` to run `opencli list` via Bash. The AI will automatically discover and invoke all available tools.
 
-🔥 **CLI All Electron Apps! The Most Powerful Update Has Arrived!** 🔥
-Turn ANY Electron application into a CLI tool! Recombine, script, and extend applications like Antigravity Ultra seamlessly. Now AI can control itself natively. Unlimited possibilities await!
+**CLI Hub** — Register any local CLI (`opencli register mycli`) so AI agents can discover and call it alongside built-in commands. Auto-installs missing tools via your package manager (e.g. if `gh` isn't installed, `opencli gh ...` runs `brew install gh` first then re-executes seamlessly).
 
----
-
-## Table of Contents
-
-- [Highlights](#highlights)
-- [Prerequisites](#prerequisites)
-- [Quick Start](#quick-start)
-- [Built-in Commands](#built-in-commands)
-  - [Desktop App Adapters](#desktop-app-adapters)
-- [Download Support](#download-support)
-- [Output Formats](#output-formats)
-- [For AI Agents (Developer Guide)](#for-ai-agents-developer-guide)
-- [Remote Chrome (Server/Headless)](#remote-chrome-serverheadless)
-- [Testing](#testing)
-- [Troubleshooting](#troubleshooting)
-- [Releasing New Versions](#releasing-new-versions)
-- [License](#license)
+**CLI for Electron Apps** — Turn any Electron application into a CLI tool. Recombine, script, and extend apps like Antigravity Ultra from the terminal. AI agents can now control other AI apps natively.
 
 ---
 
 ## Highlights
 
-- **CLI All Electron** — CLI-ify apps like Antigravity Ultra! Now AI can control itself natively using cc/openclaw!
+- **CLI All Electron** — CLI-ify apps like Antigravity Ultra! Now AI can control itself natively.
 - **Account-safe** — Reuses Chrome's logged-in state; your credentials never leave the browser.
+- **Anti-detection built-in** — Patches `navigator.webdriver`, stubs `window.chrome`, fakes plugin lists, cleans ChromeDriver/Playwright globals, and strips CDP frames from Error stack traces. Extensive anti-fingerprinting and risk-control evasion measures baked in at every layer.
 - **AI Agent ready** — `explore` discovers APIs, `synthesize` generates adapters, `cascade` finds auth strategies.
-- **External CLI Hub** — Discover, auto-install, and passthrough commands to any external CLI (gh, obsidian, docker, kubectl, etc). Zero setup.
-- **Self-healing setup** — `opencli setup` verifies Browser Bridge connectivity; `opencli doctor` diagnoses daemon, extension, and live browser connectivity.
+- **External CLI Hub** — Discover, auto-install, and passthrough commands to any external CLI (gh, obsidian, docker, etc). Zero setup.
+- **Self-healing setup** — `opencli doctor` diagnoses and auto-starts the daemon, extension, and live browser connectivity.
 - **Dynamic Loader** — Simply drop `.ts` or `.yaml` adapters into the `clis/` folder for auto-registration.
 - **Dual-Engine Architecture** — Supports both YAML declarative data pipelines and robust browser runtime TypeScript injections.
 
-## Prerequisites
+## Why opencli?
 
-- **Node.js**: >= 20.0.0
-- **Chrome** running **and logged into the target site** (e.g. bilibili.com, zhihu.com, xiaohongshu.com).
+There are many great browser automation tools. Here's when opencli is the right choice:
 
-> **⚠️ Important**: Browser commands reuse your Chrome login session. You must be logged into the target website in Chrome before running commands. If you get empty data or errors, check your login status first.
+| Your need | Best tool | Why |
+|-----------|-----------|-----|
+| Scheduled data extraction from specific sites | **opencli** | Pre-built adapters, deterministic JSON, zero LLM cost |
+| AI agent needs reliable site operations | **opencli** | Hundreds of commands, structured output, fast deterministic response |
+| Explore an unknown website ad-hoc | Browser-Use, Stagehand | LLM-driven general browsing for one-off tasks |
+| Large-scale web crawling | Crawl4AI, Scrapy | Purpose-built for throughput and scale |
+| Control desktop Electron apps from terminal | **opencli** | CDP + AppleScript — the only CLI tool that does this |
 
-OpenCLI connects to your browser through a lightweight **Browser Bridge** Chrome Extension + micro-daemon (zero config, auto-start).
+**What makes opencli different:**
 
-### Browser Bridge Extension Setup
+- **Zero LLM cost** — No tokens consumed at runtime. Run 10,000 times and pay nothing.
+- **Deterministic** — Same command, same output schema, every time. Pipeable, scriptable, CI-friendly.
+- **Broad coverage** — 50+ sites across global and Chinese platforms (Bilibili, Zhihu, Xiaohongshu, Reddit, HackerNews, and more), plus desktop Electron apps via CDP.
 
-You can install the extension via either method:
+> For a detailed comparison with Browser-Use, Crawl4AI, Firecrawl, and others, see the [Comparison Guide](./docs/comparison.md).
 
-**Method 1: Download Pre-built Release (Recommended)**
-1. Go to the GitHub [Releases page](https://github.com/jackwener/opencli/releases) and download the latest `opencli-extension.zip` or `opencli-extension.crx`.
-2. Open `chrome://extensions` and enable **Developer mode** (top-right toggle).
-3. Drag and drop the `.crx` file or the unzipped folder into the extensions page.
-
-**Method 2: Load Unpacked Source (For Developers)**
-1. Open `chrome://extensions` and enable **Developer mode**.
-2. Click **Load unpacked** and select the `extension/` directory from this repository.
-
-That's it! The daemon auto-starts when you run any browser command. No tokens, no manual configuration.
-
-> **Tip**: Use `opencli doctor` for ongoing diagnosis:
-> ```bash
-> opencli doctor            # Check extension + daemon connectivity
-> opencli doctor --live     # Also test live browser commands
-> ```
+---
 
 ## Quick Start
 
-### Install via npm (recommended)
+### 1. Install Browser Bridge Extension
+
+> OpenCLI connects to your browser through a lightweight **Browser Bridge** Chrome Extension + micro-daemon (zero config, auto-start).
+
+1. Go to the GitHub [Releases page](https://github.com/jackwener/opencli/releases) and download the latest `opencli-extension.zip`.
+2. Unzip the file and open `chrome://extensions`, enable **Developer mode** (top-right toggle).
+3. Click **Load unpacked** and select the unzipped folder.
+
+### 2. Install OpenCLI
+
+**Install via npm (recommended)**
 
 ```bash
 npm install -g @jackwener/opencli
 ```
 
-Then use directly:
+### 3. Verify & Try
 
 ```bash
-opencli list                              # See all commands
-opencli list -f yaml                      # List commands as YAML
-opencli hackernews top --limit 5          # Public API, no browser
-opencli bilibili hot --limit 5            # Browser command
-opencli zhihu hot -f json                 # JSON output
-opencli zhihu hot -f yaml                 # YAML output
+opencli doctor          # Check extension + daemon connectivity
+opencli daemon status   # Check daemon state (PID, uptime, memory)
 ```
 
-### Install from source (for developers)
+**Try it out:**
 
 ```bash
-git clone git@github.com:jackwener/opencli.git
-cd opencli 
-npm install
-npm run build
-npm link      # Link binary globally
-opencli list  # Now you can use it anywhere!
+opencli list                           # See all commands
+opencli hackernews top --limit 5       # Public API, no browser needed
+opencli bilibili hot --limit 5         # Browser command (requires Extension)
 ```
 
+### 4. Browser Automation — Make Websites Accessible for AI Agents
+
+#### AI Agent Quickstart (1 step)
+
+Point your AI agent (Claude Code, Cursor) to [`skills/opencli-operate/SKILL.md`](./skills/opencli-operate/SKILL.md). It has everything needed.
+
+#### Human Quickstart (3 steps)
+
+```bash
+opencli operate open https://news.ycombinator.com    # 1. Open a page
+opencli operate state                                 # 2. See interactive elements
+opencli operate eval "document.title"                 # 3. Extract data
+```
+
+More commands: `click`, `type`, `select`, `keys`, `wait`, `get`, `screenshot`, `scroll`, `back`, `close`.
+
+See [`skills/opencli-operate/SKILL.md`](./skills/opencli-operate/SKILL.md) for full documentation.
+
 ### Update
 
 ```bash
 npm install -g @jackwener/opencli@latest
 ```
 
+### Install AI Skills
+
+OpenCLI provides [skills](./skills/) for AI agents (Claude Code, etc.):
+
+```bash
+# Install all OpenCLI skills
+npx skills add jackwener/opencli
+
+# Or install specific skills
+npx skills add jackwener/opencli --skill opencli-usage      # Command reference
+npx skills add jackwener/opencli --skill opencli-explorer    # Adapter development guide
+npx skills add jackwener/opencli --skill opencli-oneshot     # Quick command reference
+```
+
+---
+
+### For Developers
+
+**Install from source**
+
+```bash
+git clone git@github.com:jackwener/opencli.git && cd opencli && npm install && npm run build && npm link
+```
+
+**Load Source Browser Bridge Extension**
+
+1. Open `chrome://extensions` and enable **Developer mode** (top-right toggle).
+2. Click **Load unpacked** and select the `extension/` directory from this repository.
+
+---
+
+## Prerequisites
+
+- **Node.js**: >= 20.0.0 (or **Bun** >= 1.0)
+- **Chrome** running **and logged into the target site** (e.g. bilibili.com, zhihu.com, xiaohongshu.com).
+
+> **⚠️ Important**: Browser commands reuse your Chrome login session. You must be logged into the target website in Chrome before running commands. If you get empty data or errors, check your login status first.
+
 ## Built-in Commands
 
-Run `opencli list` for the live registry.
+| Site | Commands |
+|------|----------|
+| **xiaohongshu** | `search` `note` `comments` `feed` `user` `download` `publish` `notifications` `creator-notes` `creator-notes-summary` `creator-note-detail` `creator-profile` `creator-stats` |
+| **bilibili** | `hot` `search` `history` `feed` `ranking` `download` `comments` `dynamic` `favorite` `following` `me` `subtitle` `user-videos` |
+| **tieba** | `hot` `posts` `search` `read` |
+| **twitter** | `trending` `search` `timeline` `bookmarks` `post` `download` `profile` `article` `like` `likes` `notifications` `reply` `reply-dm` `thread` `follow` `unfollow` `followers` `following` `block` `unblock` `bookmark` `unbookmark` `delete` `hide-reply` `accept` |
+| **reddit** | `hot` `frontpage` `popular` `search` `subreddit` `user` `user-posts` `user-comments` `read` `save` `saved` `subscribe` `upvote` `upvoted` `comment` |
+| **amazon** | `bestsellers` `search` `product` `offer` `discussion` |
+| **gemini** | `new` `ask` `image` |
+| **notebooklm** | `status` `list` `open` `select` `current` `get` `metadata` `source-list` `source-get` `source-fulltext` `source-guide` `history` `note-list` `notes-list` `notes-get` `summary` |
+| **spotify** | `auth` `status` `play` `pause` `next` `prev` `volume` `search` `queue` `shuffle` `repeat` |
 
-| Site | Commands | Mode |
-|------|----------|------|
-| **twitter** | `trending` `bookmarks` `profile` `search` `timeline` `thread` `following` `followers` `notifications` `post` `reply` `delete` `like` `article` `follow` `unfollow` `bookmark` `unbookmark` `download` `accept` `reply-dm` | Browser |
-| **reddit** | `hot` `frontpage` `popular` `search` `subreddit` `read` `user` `user-posts` `user-comments` `upvote` `save` `comment` `subscribe` `saved` `upvoted` | Browser |
-| **cursor** | `status` `send` `read` `new` `dump` `composer` `model` `extract-code` `ask` `screenshot` `history` `export` | Desktop |
-| **bilibili** | `hot` `search` `me` `favorite` `history` `feed` `subtitle` `dynamic` `ranking` `following` `user-videos` `download` | Browser |
-| **codex** | `status` `send` `read` `new` `extract-diff` `model` `ask` `screenshot` `history` `export` | Desktop |
-| **chatwise** | `status` `new` `send` `read` `ask` `model` `history` `export` `screenshot` | Desktop |
-| **notion** | `status` `search` `read` `new` `write` `sidebar` `favorites` `export` | Desktop |
-| **discord-app** | `status` `send` `read` `channels` `servers` `search` `members` | Desktop |
-| **v2ex** | `hot` `latest` `topic` `daily` `me` `notifications` | Public / Browser |
-| **xueqiu** | `feed` `hot-stock` `hot` `search` `stock` `watchlist` | Browser |
-| **antigravity** | `status` `send` `read` `new` `dump` `extract-code` `model` `watch` | Desktop |
-| **chatgpt** | `status` `new` `send` `read` `ask` | Desktop |
-| **xiaohongshu** | `search` `notifications` `feed` `me` `user` `download` | Browser |
-| **apple-podcasts** | `search` `episodes` `top` | Public |
-| **xiaoyuzhou** | `podcast` `podcast-episodes` `episode` | Public |
-| **zhihu** | `hot` `search` `question` `download` | Browser |
-| **youtube** | `search` `video` `transcript` | Browser |
-| **boss** | `search` `detail` | Browser |
-| **coupang** | `search` `add-to-cart` | Browser |
-| **bbc** | `news` | Public |
-| **bloomberg** | `main` `markets` `economics` `industries` `tech` `politics` `businessweek` `opinions` `feeds` `news` | Public / Browser |
-| **ctrip** | `search` | Browser |
-| **github** | `search` | Public |
-| **arxiv** | `search` `paper` | Public |
-| **wikipedia** | `search` `summary` | Public |
-| **hackernews** | `top` | Public |
-| **linkedin** | `search` | Browser |
-| **reuters** | `search` | Browser |
-| **smzdm** | `search` | Browser |
-| **weibo** | `hot` | Browser |
-| **yahoo-finance** | `quote` | Browser |
-| **sinafinance** | `news` | 🌐 Public |
+66+ adapters in total — **[→ see all supported sites & commands](./docs/adapters/index.md)**
 
-> **Bloomberg note**: The RSS-backed Bloomberg listing commands (`main`, section feeds, `feeds`) work without a browser. `bloomberg news` is for standard Bloomberg story/article pages that your current Chrome session can already access. Audio and some other non-standard pages may fail, and OpenCLI does not bypass Bloomberg paywall or entitlement checks.
+## CLI Hub
 
-### External CLI Hub
+OpenCLI acts as a universal hub for your existing command-line tools — unified discovery, pure passthrough execution, and auto-install (if a tool isn't installed, OpenCLI runs `brew install <tool>` automatically before re-running the command).
 
-OpenCLI acts as a universal hub for your existing command-line tools. It provides unified discovery, automatic installation, and pure passthrough execution.
-
-| External CLI | Description | Commands Example |
-|--------------|-------------|------------------|
+| External CLI | Description | Example |
+|--------------|-------------|---------|
 | **gh** | GitHub CLI | `opencli gh pr list --limit 5` |
 | **obsidian** | Obsidian vault management | `opencli obsidian search query="AI"` |
-| **docker** | Docker command-line interface | `opencli docker ps` |
-| **kubectl** | Kubernetes command-line tool | `opencli kubectl get pods` |
-| **readwise** | Readwise & Reader CLI | `opencli readwise login` |
+| **docker** | Docker | `opencli docker ps` |
+| **lark-cli** | Lark/Feishu — messages, docs, calendar, tasks, 200+ commands | `opencli lark-cli calendar +agenda` |
+| **dingtalk** | DingTalk — cross-platform CLI for DingTalk's full suite, designed for humans and AI agents | `opencli dingtalk msg send --to user "hello"` |
+| **wecom** | WeCom/企业微信 — CLI for WeCom open platform, for humans and AI agents | `opencli wecom msg send --to user "hello"` |
+| **vercel** | Vercel — deploy projects, manage domains, env vars, logs | `opencli vercel deploy --prod` |
 
-**Zero Configuration**: OpenCLI purely passes your inputs to the underlying binary via standard I/O streams. The external CLI works exactly as it naturally would, maintaining its standard output formats.
+**Register your own** — add any local CLI so AI agents can discover it via `opencli list`:
 
-**Auto-Installation**: If you run `opencli gh ...` and `gh` is not installed on your system, OpenCLI will automatically try to install it using your system's package manager (e.g., `brew install gh`) before seamlessly re-running the command.
-
-**Register Your Own**:
-Add any local CLI to your OpenCLI registry so AI agents can automatically discover it via the `opencli list` command.
 ```bash
 opencli register mycli
 ```
 
 ### Desktop App Adapters
 
-Each desktop adapter has its own detailed documentation with commands reference, setup guide, and examples:
+Control Electron desktop apps directly from the terminal. Each adapter has its own detailed documentation:
 
 | App | Description | Doc |
 |-----|-------------|-----|
@@ -188,150 +195,111 @@ Each desktop adapter has its own detailed documentation with commands reference,
 | **ChatWise** | Multi-LLM client (GPT-4, Claude, Gemini) | [Doc](./docs/adapters/desktop/chatwise.md) |
 | **Notion** | Search, read, write Notion pages | [Doc](./docs/adapters/desktop/notion.md) |
 | **Discord** | Discord Desktop — messages, channels, servers | [Doc](./docs/adapters/desktop/discord.md) |
-| **Feishu** | 飞书/Lark Desktop via AppleScript | [Doc](./docs/adapters/desktop/feishu.md) |
-| **WeChat** | 微信 Desktop via AppleScript + Accessibility | [Doc](./docs/adapters/desktop/wechat.md) |
-| **NeteaseMusic** | 网易云音乐 Desktop via CEF/CDP | [Doc](./docs/adapters/desktop/neteasemusic.md) |
+| **Doubao** | Control Doubao AI desktop app via CDP | [Doc](./docs/adapters/desktop/doubao-app.md) |
+
+To add a new Electron app, start with [docs/guide/electron-app-cli.md](./docs/guide/electron-app-cli.md).
 
 ## Download Support
 
 OpenCLI supports downloading images, videos, and articles from supported platforms.
 
-### Supported Platforms
-
 | Platform | Content Types | Notes |
 |----------|---------------|-------|
 | **xiaohongshu** | Images, Videos | Downloads all media from a note |
 | **bilibili** | Videos | Requires `yt-dlp` installed |
-| **twitter** | Images, Videos | Downloads from user media tab or single tweet |
-| **zhihu** | Articles (Markdown) | Exports articles with optional image download |
+| **twitter** | Images, Videos | From user media tab or single tweet |
+| **douban** | Images | Poster / still image lists |
+| **pixiv** | Images | Original-quality illustrations, multi-page |
+| **zhihu** | Articles (Markdown) | Exports with optional image download |
+| **weixin** | Articles (Markdown) | WeChat Official Account articles |
 
-### Prerequisites
-
-For video downloads from streaming platforms, you need to install `yt-dlp`:
+For video downloads, install `yt-dlp` first: `brew install yt-dlp`
 
 ```bash
-# Install yt-dlp
-pip install yt-dlp
-# or
-brew install yt-dlp
-```
-
-### Usage Examples
-
-```bash
-# Download images/videos from Xiaohongshu note
-opencli xiaohongshu download --note_id abc123 --output ./xhs
-
-# Download Bilibili video (requires yt-dlp)
-opencli bilibili download --bvid BV1xxx --output ./bilibili
-opencli bilibili download --bvid BV1xxx --quality 1080p  # Specify quality
-
-# Download Twitter media from user
-opencli twitter download --username elonmusk --limit 20 --output ./twitter
-
-# Download single tweet media
-opencli twitter download --tweet-url "https://x.com/user/status/123" --output ./twitter
-
-# Export Zhihu article to Markdown
-opencli zhihu download --url "https://zhuanlan.zhihu.com/p/xxx" --output ./zhihu
-
-# Export with local images
-opencli zhihu download --url "https://zhuanlan.zhihu.com/p/xxx" --download-images
-```
-
-### Pipeline Step (for YAML adapters)
-
-The `download` step can be used in YAML pipelines:
-
-```yaml
-pipeline:
-  - fetch: https://api.example.com/media
-  - download:
-      url: ${{ item.imageUrl }}
-      dir: ./downloads
-      filename: ${{ item.title | sanitize }}.jpg
-      concurrency: 5
-      skip_existing: true
+opencli xiaohongshu download abc123 --output ./xhs
+opencli bilibili download BV1xxx --output ./bilibili
+opencli twitter download elonmusk --limit 20 --output ./twitter
 ```
 
 ## Output Formats
 
-All built-in commands support `--format` / `-f` with `table`, `json`, `yaml`, `md`, and `csv`.
-The `list` command supports the same format options, and keeps `--json` for backward compatibility.
+All built-in commands support `--format` / `-f` with `table` (default), `json`, `yaml`, `md`, and `csv`.
 
 ```bash
-opencli list -f yaml            # Command registry as YAML
-opencli bilibili hot -f table   # Default: rich terminal table
-opencli bilibili hot -f json    # JSON (pipe to jq or LLMs)
-opencli bilibili hot -f yaml    # YAML (human-readable structured output)
-opencli bilibili hot -f md      # Markdown
-opencli bilibili hot -f csv     # CSV
+opencli bilibili hot -f json    # Pipe to jq or LLMs
+opencli bilibili hot -f csv     # Spreadsheet-friendly
 opencli bilibili hot -v         # Verbose: show pipeline debug steps
 ```
 
-## For AI Agents (Developer Guide)
+## Exit Codes
 
-If you are an AI assistant tasked with creating a new command adapter for `opencli`, please follow the AI Agent workflow below:
+opencli follows Unix `sysexits.h` conventions so it integrates naturally with shell pipelines and CI scripts:
+
+| Code | Meaning | When |
+|------|---------|------|
+| `0` | Success | Command completed normally |
+| `1` | Generic error | Unexpected / unclassified failure |
+| `2` | Usage error | Bad arguments or unknown command |
+| `66` | Empty result | No data returned (`EX_NOINPUT`) |
+| `69` | Service unavailable | Browser Bridge not connected (`EX_UNAVAILABLE`) |
+| `75` | Temporary failure | Command timed out — retry (`EX_TEMPFAIL`) |
+| `77` | Auth required | Not logged in to target site (`EX_NOPERM`) |
+| `78` | Config error | Missing credentials or bad config (`EX_CONFIG`) |
+| `130` | Interrupted | Ctrl-C / SIGINT |
+
+```bash
+opencli spotify status || echo "exit $?"   # 69 if browser not running
+opencli github issues 2>/dev/null
+[ $? -eq 77 ] && opencli github auth       # auto-auth if not logged in
+```
+
+## Plugins
+
+Extend OpenCLI with community-contributed adapters:
+
+```bash
+opencli plugin install github:user/opencli-plugin-my-tool
+opencli plugin list
+opencli plugin update --all
+opencli plugin uninstall my-tool
+```
+
+| Plugin | Type | Description |
+|--------|------|-------------|
+| [opencli-plugin-github-trending](https://github.com/ByteYue/opencli-plugin-github-trending) | YAML | GitHub Trending repositories |
+| [opencli-plugin-hot-digest](https://github.com/ByteYue/opencli-plugin-hot-digest) | TS | Multi-platform trending aggregator |
+| [opencli-plugin-juejin](https://github.com/Astro-Han/opencli-plugin-juejin) | YAML | 稀土掘金 (Juejin) hot articles |
+
+See [Plugins Guide](./docs/guide/plugins.md) for creating your own plugin.
+
+## For AI Agents (Developer Guide)
 
 > **Quick mode**: To generate a single command for a specific page URL, see [CLI-ONESHOT.md](./CLI-ONESHOT.md) — just a URL + one-line goal, 4 steps done.
 
 > **Full mode**: Before writing any adapter code, read [CLI-EXPLORER.md](./CLI-EXPLORER.md). It contains the complete browser exploration workflow, the 5-tier authentication strategy decision tree, and debugging guide.
 
 ```bash
-# 1. Deep Explore — discover APIs, infer capabilities, detect framework
-opencli explore https://example.com --site mysite
-
-# 2. Synthesize — generate YAML adapters from explore artifacts
-opencli synthesize mysite
-
-# 3. Generate — one-shot: explore → synthesize → register
-opencli generate https://example.com --goal "hot"
-
-# 4. Strategy Cascade — auto-probe: PUBLIC → COOKIE → HEADER
-opencli cascade https://api.example.com/data
+opencli explore https://example.com --site mysite   # Discover APIs + capabilities
+opencli synthesize mysite                            # Generate YAML adapters
+opencli generate https://example.com --goal "hot"   # One-shot: explore → synthesize → register
+opencli cascade https://api.example.com/data         # Auto-probe: PUBLIC → COOKIE → HEADER
 ```
 
-Explore outputs to `.opencli/explore/<site>/` (manifest.json, endpoints.json, capabilities.json, auth.json).
-
 ## Testing
 
-See **[TESTING.md](./TESTING.md)** for the full testing guide, including:
-
-- Current test coverage (unit + E2E tests across browser and desktop adapters)
-- How to run tests locally
-- How to add tests when creating new adapters
-- CI/CD pipeline with sharding
-- Headless browser mode (`OPENCLI_HEADLESS=1`)
-
-```bash
-# Quick start
-npm run build
-npx vitest run                              # All tests
-npx vitest run src/                          # Unit tests only
-npx vitest run tests/e2e/                    # E2E tests
-```
+See **[TESTING.md](./TESTING.md)** for how to run and write tests.
 
 ## Troubleshooting
 
-- **"Extension not connected"**
-  - Ensure the opencli Browser Bridge extension is installed and **enabled** in `chrome://extensions`.
-- **Empty data returns or 'Unauthorized' error**
-  - Your login session in Chrome might have expired. Open a normal Chrome tab, navigate to the target site, and log in or refresh the page.
-- **Node API errors**
-  - Make sure you are using Node.js >= 20. Some dependencies require modern Node APIs.
-- **Daemon issues**
-  - Check daemon status: `curl localhost:19825/status`
-  - View extension logs: `curl localhost:19825/logs`
+- **"Extension not connected"** — Ensure the Browser Bridge extension is installed and **enabled** in `chrome://extensions`.
+- **"attach failed: Cannot access a chrome-extension:// URL"** — Another extension may be interfering. Try disabling other extensions temporarily.
+- **Empty data or 'Unauthorized' error** — Your Chrome login session may have expired. Navigate to the target site and log in again.
+- **Node API errors** — Ensure Node.js >= 20. Some dependencies require modern Node APIs.
+- **Daemon issues** — Check status: `curl localhost:19825/status` · View logs: `curl localhost:19825/logs`
 
-## Releasing New Versions
+## Star History
 
-```bash
-npm version patch   # 0.1.0 → 0.1.1
-npm version minor   # 0.1.0 → 0.2.0
-git push --follow-tags
-```
-
-The CI will automatically build, create a GitHub release, and publish to npm.
+[![Star History Chart](https://api.star-history.com/svg?repos=jackwener/opencli&type=Date)](https://star-history.com/#jackwener/opencli&Date)
 
 ## License
 

README.zh-CN.md

@@ -3,49 +3,52 @@
 > **把任何网站、本地工具、Electron 应用变成能够让 AI 调用的命令行！**  
 > 零风控 · 复用 Chrome 登录 · AI 自动发现接口 · 全能 CLI 枢纽
 
-[English](./README.md)
-
+[![English](https://img.shields.io/badge/docs-English-1D4ED8?style=flat-square)](./README.md)
 [![npm](https://img.shields.io/npm/v/@jackwener/opencli?style=flat-square)](https://www.npmjs.com/package/@jackwener/opencli)
 [![Node.js Version](https://img.shields.io/node/v/@jackwener/opencli?style=flat-square)](https://nodejs.org)
 [![License](https://img.shields.io/npm/l/@jackwener/opencli?style=flat-square)](./LICENSE)
 
-OpenCLI 将任何网站或 Electron 应用（如 Antigravity）变成命令行工具 — B站、知乎、小红书、Twitter/X、Reddit、YouTube 等[多种站点与应用](#内置命令) — 复用浏览器登录态，AI 驱动探索。
+OpenCLI 将任何网站、本地 CLI 或 Electron 应用（如 Antigravity）变成命令行工具 — B站、知乎、小红书、Twitter/X、Reddit、YouTube，以及 `gh`、`docker` 等[多种站点与工具](#内置命令) — 复用浏览器登录态，AI 驱动探索。
 
-💡 **专为 AI Agent 打造**：只需在全局 `.cursorrules` 或 `AGENT.md` 中配置简单指令，引导 AI 通过 Bash 执行 `opencli list` 来检索可用的 CLI 工具及其用法。随后，将你常用的 CLI 列表整合注册进去（`opencli register mycli`），AI 便能瞬间学会自动调用相应的本地工具！
+**专为 AI Agent 打造**：只需在全局 `.cursorrules` 或 `AGENT.md` 中配置简单指令，引导 AI 通过 Bash 执行 `opencli list` 来检索可用的 CLI 工具及其用法。随后，将你常用的 CLI 列表整合注册进去（`opencli register mycli`），AI 便能瞬间学会自动调用相应的本地工具！
 
-🔥 **opencli 支持 CLI 化所有 electron 应用！最强大更新来袭！** 🔥
+**opencli 支持 CLI 化所有 electron 应用！最强大更新来袭！**
 CLI all electron！现在支持把所有 electron 应用 CLI 化，从而组合出各种神奇的能力。
 如果你在使用诸如 Antigravity Ultra 等工具时觉得不够灵活或难以扩展，现在通过 OpenCLI 把他 CLI 化，轻松打破界限。
 现在，**AI 可以自己控制自己**！结合 cc/openclaw 就可以远程控制任何 electron 应用！无限玩法！！
 
 ---
 
-## 目录
-
-- [亮点](#亮点)
-- [前置要求](#前置要求)
-- [快速开始](#快速开始)
-- [内置命令](#内置命令)
-  - [桌面应用适配器](#桌面应用适配器)
-- [下载支持](#下载支持)
-- [输出格式](#输出格式)
-- [致 AI Agent（开发者指南）](#致-ai-agent开发者指南)
-- [远程 Chrome（服务器/无头环境）](#远程-chrome服务器无头环境)
-- [常见问题排查](#常见问题排查)
-- [版本发布](#版本发布)
-- [License](#license)
-
----
-
 ## 亮点
 
 - **CLI All Electron** — 支持把所有 electron 应用（如 Antigravity Ultra）CLI 化，让 AI 控制自己！
 - **多站点覆盖** — 覆盖 B站、知乎、小红书、Twitter、Reddit，以及多种桌面应用
 - **零风控** — 复用 Chrome 登录态，无需存储任何凭证
-- **自修复配置** — `opencli setup` 检查 Browser Bridge 连通性；`opencli doctor` 诊断 daemon、扩展和浏览器连接状态
+- **外部 CLI 枢纽** — 统一发现、自动安装、透传执行 `gh`、`docker` 等本地 CLI
+- **自修复配置** — `opencli doctor` 自动启动 daemon，诊断扩展和浏览器连接状态
 - **AI 原生** — `explore` 自动发现 API，`synthesize` 生成适配器，`cascade` 探测认证策略
 - **动态加载引擎** — 声明式的 `.yaml` 或者底层定制的 `.ts` 适配器，放入 `clis/` 文件夹即可自动注册生效
 
+## 为什么选 opencli？
+
+浏览器自动化工具很多，opencli 适合什么场景？
+
+| 你的需求 | 最佳工具 | 原因 |
+|----------|----------|------|
+| 定时从特定站点提取结构化数据 | **opencli** | 预定义适配器，确定性 JSON 输出，零 LLM 成本 |
+| AI Agent 需要可靠的站点操作 | **opencli** | 数百条命令，结构化输出，快速确定性响应 |
+| 临时探索未知网站 | Browser-Use、Stagehand | LLM 驱动的通用浏览，适合一次性任务 |
+| 大规模网页爬取 | Crawl4AI、Scrapy | 专为吞吐量和规模设计 |
+| 从终端控制桌面 Electron 应用 | **opencli** | CDP + AppleScript，目前唯一能做到这一点的 CLI 工具 |
+
+**opencli 的核心差异：**
+
+- **零 LLM 成本** — 运行时不消耗任何 token，跑一万次不花一分钱
+- **确定性** — 同一命令永远返回同一结构，可管道化、可脚本化、CI 友好
+- **覆盖广泛** — 50+ 站点，横跨全球与中国平台（B站、知乎、小红书、Reddit、HackerNews 等），并支持通过 CDP 控制桌面 Electron 应用
+
+> 与 Browser-Use、Crawl4AI、Firecrawl 等工具的详细对比，请查看 [Comparison Guide](./docs/comparison.md)。
+
 ## 前置要求
 
 - **Node.js**: >= 20.0.0
@@ -60,9 +63,9 @@ OpenCLI 通过轻量化的 **Browser Bridge** Chrome 扩展 + 微型 daemon 与
 你可以选择以下任一方式安装扩展：
 
 **方式一：下载构建好的安装包（推荐）**
-1. 到 GitHub [Releases 页面](https://github.com/jackwener/opencli/releases) 下载最新的 `opencli-extension.zip` 或 `opencli-extension.crx`。
-2. 打开 Chrome 的 `chrome://extensions`，启用右上角的 **开发者模式**。
-3. 将 `.crx` 拖入浏览器窗口，或将解压后的文件夹拖入即可完成安装。
+1. 到 GitHub [Releases 页面](https://github.com/jackwener/opencli/releases) 下载最新的 `opencli-extension.zip`。
+2. 解压后打开 Chrome 的 `chrome://extensions`，启用右上角的 **开发者模式**。
+3. 点击 **加载已解压的扩展程序**，选择解压后的文件夹。
 
 **方式二：加载源码（针对开发者）**
 1. 同样在 `chrome://extensions` 开启 **开发者模式**。
@@ -70,10 +73,11 @@ OpenCLI 通过轻量化的 **Browser Bridge** Chrome 扩展 + 微型 daemon 与
 
 完成！运行任何 opencli 浏览器命令时，后台微型 daemon 会自动启动与浏览器通信。无需配 API Token，零代码配置。
 
-> **Tip**：后续诊断用 `opencli doctor`：
+> **Tip**：后续诊断和 daemon 管理：
 > ```bash
 > opencli doctor            # 检查扩展和 daemon 连通性
-> opencli doctor --live     # 额外测试浏览器命令
+> opencli daemon status     # 查看 daemon 状态
+> opencli daemon stop       # 停止 daemon
 > ```
 
 ## 快速开始
@@ -112,46 +116,122 @@ opencli list  # 可以在任何地方使用了！
 npm install -g @jackwener/opencli@latest
 ```
 
+### 安装 AI Skills
+
+OpenCLI 提供 [skills](./skills/) 供 AI Agent（Claude Code 等）使用：
+
+```bash
+# 安装所有 OpenCLI skills
+npx skills add jackwener/opencli
+
+# 或安装特定 skill
+npx skills add jackwener/opencli --skill opencli-usage      # 命令参考
+npx skills add jackwener/opencli --skill opencli-explorer    # 适配器开发指南
+npx skills add jackwener/opencli --skill opencli-oneshot     # 快速命令参考
+```
+
 ## 内置命令
 
 运行 `opencli list` 查看完整注册表。
 
 | 站点 | 命令 | 模式 |
 |------|------|------|
-| **twitter** | `trending` `bookmarks` `profile` `search` `timeline` `thread` `following` `followers` `notifications` `post` `reply` `delete` `like` `article` `follow` `unfollow` `bookmark` `unbookmark` `download` `accept` `reply-dm` | 浏览器 |
+| **twitter** | `trending` `bookmarks` `profile` `search` `timeline` `thread` `following` `followers` `notifications` `post` `reply` `delete` `like` `article` `follow` `unfollow` `bookmark` `unbookmark` `download` `accept` `reply-dm` `block` `unblock` `hide-reply` | 浏览器 |
 | **reddit** | `hot` `frontpage` `popular` `search` `subreddit` `read` `user` `user-posts` `user-comments` `upvote` `save` `comment` `subscribe` `saved` `upvoted` | 浏览器 |
+| **tieba** | `hot` `posts` `search` `read` | 浏览器 |
 | **cursor** | `status` `send` `read` `new` `dump` `composer` `model` `extract-code` `ask` `screenshot` `history` `export` | 桌面端 |
 | **bilibili** | `hot` `search` `me` `favorite` `history` `feed` `subtitle` `dynamic` `ranking` `following` `user-videos` `download` | 浏览器 |
-| **codex** | `status` `send` `read` `new` `extract-diff` `model` `ask` `screenshot` `history` `export` | 桌面端 |
+| **codex** | `status` `send` `read` `new` `dump` `extract-diff` `model` `ask` `screenshot` `history` `export` | 桌面端 |
 | **chatwise** | `status` `new` `send` `read` `ask` `model` `history` `export` `screenshot` | 桌面端 |
+| **doubao** | `status` `new` `send` `read` `ask` `history` `detail` `meeting-summary` `meeting-transcript` | 浏览器 |
+| **doubao-app** | `status` `new` `send` `read` `ask` `screenshot` `dump` | 桌面端 |
 | **notion** | `status` `search` `read` `new` `write` `sidebar` `favorites` `export` | 桌面端 |
 | **discord-app** | `status` `send` `read` `channels` `servers` `search` `members` | 桌面端 |
-| **v2ex** | `hot` `latest` `topic` `daily` `me` `notifications` | 公开 / 浏览器 |
-| **xueqiu** | `feed` `hot-stock` `hot` `search` `stock` `watchlist` | 浏览器 |
+| **v2ex** | `hot` `latest` `topic` `node` `user` `member` `replies` `nodes` `daily` `me` `notifications` | 公开 / 浏览器 |
+| **xueqiu** | `feed` `hot-stock` `hot` `search` `stock` `comments` `watchlist` `earnings-date` `fund-holdings` `fund-snapshot` | 浏览器 |
 | **antigravity** | `status` `send` `read` `new` `dump` `extract-code` `model` `watch` | 桌面端 |
-| **chatgpt** | `status` `new` `send` `read` `ask` | 桌面端 |
-| **xiaohongshu** | `search` `notifications` `feed` `me` `user` `download` | 浏览器 |
+| **chatgpt** | `status` `new` `send` `read` `ask` `model` | 桌面端 |
+| **xiaohongshu** | `search` `notifications` `feed` `user` `download` `publish` `creator-notes` `creator-note-detail` `creator-notes-summary` `creator-profile` `creator-stats` | 浏览器 |
 | **apple-podcasts** | `search` `episodes` `top` | 公开 |
 | **xiaoyuzhou** | `podcast` `podcast-episodes` `episode` | 公开 |
 | **zhihu** | `hot` `search` `question` `download` | 浏览器 |
+| **weixin** | `download` | 浏览器 |
 | **youtube** | `search` `video` `transcript` | 浏览器 |
-| **boss** | `search` `detail` | 浏览器 |
+| **boss** | `search` `detail` `recommend` `joblist` `greet` `batchgreet` `send` `chatlist` `chatmsg` `invite` `mark` `exchange` `resume` `stats` | 浏览器 |
 | **coupang** | `search` `add-to-cart` | 浏览器 |
 | **bbc** | `news` | 公共 API |
 | **bloomberg** | `main` `markets` `economics` `industries` `tech` `politics` `businessweek` `opinions` `feeds` `news` | 公共 API / 浏览器 |
 | **ctrip** | `search` | 浏览器 |
-| **github** | `search` | 公共 API |
+| **devto** | `top` `tag` `user` | 公开 |
+| **dictionary** | `search` `synonyms` `examples` | 公开 |
 | **arxiv** | `search` `paper` | 公开 |
-| **wikipedia** | `search` `summary` | 公开 |
-| **hackernews** | `top` | 公共 API |
-| **linkedin** | `search` | 浏览器 |
+| **paperreview** | `submit` `review` `feedback` | 公开 |
+| **wikipedia** | `search` `summary` `random` `trending` | 公开 |
+| **hackernews** | `top` `new` `best` `ask` `show` `jobs` `search` `user` | 公共 API |
+| **jd** | `item` | 浏览器 |
+| **linkedin** | `search` `timeline` | 浏览器 |
 | **reuters** | `search` | 浏览器 |
 | **smzdm** | `search` | 浏览器 |
-| **weibo** | `hot` | 浏览器 |
+| **web** | `read` | 浏览器 |
+| **weibo** | `hot` `search` | 浏览器 |
 | **yahoo-finance** | `quote` | 浏览器 |
 | **sinafinance** | `news` | 🌐 公开 |
+| **barchart** | `quote` `options` `greeks` `flow` | 浏览器 |
+| **chaoxing** | `assignments` `exams` | 浏览器 |
+| **grok** | `ask` | 浏览器 |
+| **hf** | `top` | 公开 |
+| **jike** | `feed` `search` `create` `like` `comment` `repost` `notifications` `post` `topic` `user` | 浏览器 |
+| **jimeng** | `generate` `history` | 浏览器 |
+| **yollomi** | `generate` `video` `edit` `upload` `models` `remove-bg` `upscale` `face-swap` `restore` `try-on` `background` `object-remover` | 浏览器 |
+| **linux-do** | `feed` `categories` `tags` `search` `topic` `user-topics` `user-posts` | 浏览器 |
+| **stackoverflow** | `hot` `search` `bounties` `unanswered` | 公开 |
+| **steam** | `top-sellers` | 公开 |
+| **weread** | `shelf` `search` `book` `highlights` `notes` `notebooks` `ranking` | 浏览器 |
+| **douban** | `search` `top250` `subject` `photos` `download` `marks` `reviews` `movie-hot` `book-hot` | 浏览器 |
+| **facebook** | `feed` `profile` `search` `friends` `groups` `events` `notifications` `memories` `add-friend` `join-group` | 浏览器 |
+| **google** | `news` `search` `suggest` `trends` | 公开 |
+| **amazon** | `bestsellers` `search` `product` `offer` `discussion` | 浏览器 |
+| **gemini** | `new` `ask` `image` | 浏览器 |
+| **spotify** | `auth` `status` `play` `pause` `next` `prev` `volume` `search` `queue` `shuffle` `repeat` | OAuth API |
+| **notebooklm** | `status` `list` `open` `select` `current` `get` `metadata` `source-list` `source-get` `source-fulltext` `source-guide` `history` `note-list` `notes-list` `notes-get` `summary` | 浏览器 |
+| **36kr** | `news` `hot` `search` `article` | 公开 / 浏览器 |
+| **imdb** | `search` `title` `top` `trending` `person` `reviews` | 公开 |
+| **producthunt** | `posts` `today` `hot` `browse` | 公开 / 浏览器 |
+| **instagram** | `explore` `profile` `search` `user` `followers` `following` `follow` `unfollow` `like` `unlike` `comment` `save` `unsave` `saved` | 浏览器 |
+| **lobsters** | `hot` `newest` `active` `tag` | 公开 |
+| **medium** | `feed` `search` `user` | 浏览器 |
+| **sinablog** | `hot` `search` `article` `user` | 浏览器 |
+| **substack** | `feed` `search` `publication` | 浏览器 |
+| **pixiv** | `ranking` `search` `user` `illusts` `detail` `download` | 浏览器 |
+| **tiktok** | `explore` `search` `profile` `user` `following` `follow` `unfollow` `like` `unlike` `comment` `save` `unsave` `live` `notifications` `friends` | 浏览器 |
+| **bluesky** | `search` `trending` `user` `profile` `thread` `feeds` `followers` `following` `starter-packs` | 公开 |
+| **douyin** | `videos` `publish` `drafts` `draft` `delete` `stats` `profile` `update` `hashtag` `location` `activities` `collections` | 浏览器 |
 
-> **Bloomberg 说明**：Bloomberg 的 RSS 列表命令（`main`、各栏目 feed、`feeds`）无需浏览器即可使用。`bloomberg news` 适用于当前 Chrome 会话本身就能访问的标准 Bloomberg 文章页。音频页和部分非标准页面可能失败，OpenCLI 也不会绕过 Bloomberg 的付费墙、登录或权限校验。
+66+ 适配器 — **[→ 查看完整命令列表](./docs/adapters/index.md)**
+
+### 外部 CLI 枢纽
+
+OpenCLI 也可以作为你现有命令行工具的统一入口，负责发现、自动安装和纯透传执行。
+
+| 外部 CLI | 描述 | 示例 |
+|----------|------|------|
+| **gh** | GitHub CLI | `opencli gh pr list --limit 5` |
+| **obsidian** | Obsidian 仓库管理 | `opencli obsidian search query="AI"` |
+| **docker** | Docker 命令行工具 | `opencli docker ps` |
+| **lark-cli** | 飞书 CLI — 消息、文档、日历、任务，200+ 命令 | `opencli lark-cli calendar +agenda` |
+| **dingtalk** | 钉钉 CLI — 钉钉全套产品能力的跨平台命令行工具，支持人类和 AI Agent 使用 | `opencli dingtalk msg send --to user "hello"` |
+| **wecom** | 企业微信 CLI — 企业微信开放平台命令行工具，支持人类和 AI Agent 使用 | `opencli wecom msg send --to user "hello"` |
+| **vercel** | Vercel — 部署项目、管理域名、环境变量、日志 | `opencli vercel deploy --prod` |
+
+**零配置透传**：OpenCLI 会把你的输入原样转发给底层二进制，保留原生 stdout / stderr 行为。
+
+**自动安装**：如果你运行 `opencli gh ...` 时系统中还没有 `gh`，OpenCLI 会优先尝试通过系统包管理器安装，然后自动重试命令。
+
+**注册自定义本地 CLI**：
+
+```bash
+opencli register mycli
+```
 
 ### 桌面应用适配器
 
@@ -159,16 +239,14 @@ npm install -g @jackwener/opencli@latest
 
 | 应用 | 描述 | 文档 |
 |-----|-------------|-----|
-| **Cursor** | 控制 Cursor IDE — Composer、对话、代码提取等 | [README](./src/clis/cursor/README.md) |
-| **Codex** | 在后台（无头）驱动 OpenAI Codex CLI Agent | [README](./src/clis/codex/README.md) |
-| **Antigravity** | 在终端直接控制 Antigravity Ultra | [README](./src/clis/antigravity/README.md) |
-| **ChatGPT** | 自动化操作 ChatGPT macOS 桌面客户端 | [README](./src/clis/chatgpt/README.md) |
-| **ChatWise** | 多 LLM 客户端（GPT-4、Claude、Gemini） | [README](./src/clis/chatwise/README.md) |
-| **Notion** | 搜索、读取、写入 Notion 页面 | [README](./src/clis/notion/README.md) |
-| **Discord** | Discord 桌面版 — 消息、频道、服务器 | [README](./src/clis/discord-app/README.md) |
-| **Feishu** | 飞书/Lark 桌面版 (AppleScript 驱动) | [README](./src/clis/feishu/README.md) |
-| **WeChat** | 微信 Mac 桌面端 (AppleScript + 无障碍接口) | [README](./src/clis/wechat/README.md) |
-| **NeteaseMusic** | 网易云音乐 (CEF/CDP 驱动) | [README](./src/clis/neteasemusic/README.md) |
+| **Cursor** | 控制 Cursor IDE — Composer、对话、代码提取等 | [Doc](./docs/adapters/desktop/cursor.md) |
+| **Codex** | 在后台（无头）驱动 OpenAI Codex CLI Agent | [Doc](./docs/adapters/desktop/codex.md) |
+| **Antigravity** | 在终端直接控制 Antigravity Ultra | [Doc](./docs/adapters/desktop/antigravity.md) |
+| **ChatGPT** | 自动化操作 ChatGPT macOS 桌面客户端 | [Doc](./docs/adapters/desktop/chatgpt.md) |
+| **ChatWise** | 多 LLM 客户端（GPT-4、Claude、Gemini） | [Doc](./docs/adapters/desktop/chatwise.md) |
+| **Notion** | 搜索、读取、写入 Notion 页面 | [Doc](./docs/adapters/desktop/notion.md) |
+| **Discord** | Discord 桌面版 — 消息、频道、服务器 | [Doc](./docs/adapters/desktop/discord.md) |
+| **Doubao** | 通过 CDP 控制豆包桌面应用 | [Doc](./docs/adapters/desktop/doubao-app.md) |
 
 ## 下载支持
 
@@ -181,7 +259,10 @@ OpenCLI 支持从各平台下载图片、视频和文章。
 | **小红书** | 图片、视频 | 下载笔记中的所有媒体文件 |
 | **B站** | 视频 | 需要安装 `yt-dlp` |
 | **Twitter/X** | 图片、视频 | 从用户媒体页或单条推文下载 |
+| **Pixiv** | 图片 | 下载原始画质插画，支持多页作品 |
 | **知乎** | 文章（Markdown） | 导出文章，可选下载图片到本地 |
+| **微信公众号** | 文章（Markdown） | 导出微信公众号文章为 Markdown |
+| **豆瓣** | 图片 | 下载电影条目的海报 / 剧照图片 |
 
 ### 前置依赖
 
@@ -198,39 +279,32 @@ brew install yt-dlp
 
 ```bash
 # 下载小红书笔记中的图片/视频
-opencli xiaohongshu download --note_id abc123 --output ./xhs
+opencli xiaohongshu download abc123 --output ./xhs
 
 # 下载B站视频（需要 yt-dlp）
-opencli bilibili download --bvid BV1xxx --output ./bilibili
-opencli bilibili download --bvid BV1xxx --quality 1080p  # 指定画质
+opencli bilibili download BV1xxx --output ./bilibili
+opencli bilibili download BV1xxx --quality 1080p  # 指定画质
 
 # 下载 Twitter 用户的媒体
-opencli twitter download --username elonmusk --limit 20 --output ./twitter
+opencli twitter download elonmusk --limit 20 --output ./twitter
 
 # 下载单条推文的媒体
 opencli twitter download --tweet-url "https://x.com/user/status/123" --output ./twitter
 
+# 下载豆瓣电影海报 / 剧照
+opencli douban download 30382501 --output ./douban
+
 # 导出知乎文章为 Markdown
-opencli zhihu download --url "https://zhuanlan.zhihu.com/p/xxx" --output ./zhihu
+opencli zhihu download "https://zhuanlan.zhihu.com/p/xxx" --output ./zhihu
 
-# 导出文章并下载图片到本地
-opencli zhihu download --url "https://zhuanlan.zhihu.com/p/xxx" --download-images
+# 导出并下载图片
+opencli zhihu download "https://zhuanlan.zhihu.com/p/xxx" --download-images
+
+# 导出微信公众号文章为 Markdown
+opencli weixin download --url "https://mp.weixin.qq.com/s/xxx" --output ./weixin
 ```
 
-### Pipeline Step（用于 YAML 适配器）
 
-`download` step 可以在 YAML 管线中使用：
-
-```yaml
-pipeline:
-  - fetch: https://api.example.com/media
-  - download:
-      url: ${{ item.imageUrl }}
-      dir: ./downloads
-      filename: ${{ item.title | sanitize }}.jpg
-      concurrency: 5
-      skip_existing: true
-```
 
 ## 输出格式
 
@@ -247,6 +321,53 @@ opencli bilibili hot -f csv     # CSV
 opencli bilibili hot -v         # 详细模式：展示管线执行步骤调试信息
 ```
 
+## 退出码
+
+opencli 遵循 Unix `sysexits.h` 惯例，可无缝接入 shell 管道和 CI 脚本：
+
+| 退出码 | 含义 | 触发场景 |
+|--------|------|----------|
+| `0` | 成功 | 命令正常完成 |
+| `1` | 通用错误 | 未分类的意外错误 |
+| `2` | 用法错误 | 参数错误或未知命令 |
+| `66` | 无数据 | 命令返回空结果（`EX_NOINPUT`） |
+| `69` | 服务不可用 | Browser Bridge 未连接（`EX_UNAVAILABLE`） |
+| `75` | 临时失败 | 命令超时，可重试（`EX_TEMPFAIL`） |
+| `77` | 需要认证 | 未登录目标网站（`EX_NOPERM`） |
+| `78` | 配置错误 | 凭证缺失或配置有误（`EX_CONFIG`） |
+| `130` | 中断 | Ctrl-C / SIGINT |
+
+```bash
+opencli bilibili hot 2>/dev/null
+case $? in
+  0)   echo "ok" ;;
+  69)  echo "请先启动 Browser Bridge" ;;
+  77)  echo "请先登录 bilibili.com" ;;
+esac
+```
+
+## 插件
+
+通过社区贡献的插件扩展 OpenCLI。插件使用与内置命令相同的 YAML/TS 格式，启动时自动发现。
+
+```bash
+opencli plugin install github:user/opencli-plugin-my-tool  # 安装
+opencli plugin list                                         # 查看已安装
+opencli plugin update my-tool                               # 更新到最新
+opencli plugin update --all                                 # 更新全部已安装插件
+opencli plugin uninstall my-tool                            # 卸载
+```
+
+当 plugin 的版本被记录到 `~/.opencli/plugins.lock.json` 后，`opencli plugin list` 也会显示对应的短 commit hash。
+
+| 插件 | 类型 | 描述 |
+|------|------|------|
+| [opencli-plugin-github-trending](https://github.com/ByteYue/opencli-plugin-github-trending) | YAML | GitHub Trending 仓库 |
+| [opencli-plugin-hot-digest](https://github.com/ByteYue/opencli-plugin-hot-digest) | TS | 多平台热榜聚合 |
+| [opencli-plugin-juejin](https://github.com/Astro-Han/opencli-plugin-juejin) | YAML | 稀土掘金热门文章 |
+
+详见 [插件指南](./docs/zh/guide/plugins.md) 了解如何创建自己的插件。
+
 ## 致 AI Agent（开发者指南）
 
 如果你是一个被要求查阅代码并编写新 `opencli` 适配器的 AI，请遵守以下工作流。
@@ -275,6 +396,8 @@ opencli cascade https://api.example.com/data
 
 - **"Extension not connected" 报错**
   - 确保你当前的 Chrome 已安装且**开启了** opencli Browser Bridge 扩展（在 `chrome://extensions` 中检查）。
+- **"attach failed: Cannot access a chrome-extension:// URL" 报错**
+  - 其他 Chrome 扩展（如 youmind、New Tab Override 或 AI 助手类扩展）可能产生冲突。请尝试**暂时禁用其他扩展**后重试。
 - **返回空数据，或者报错 "Unauthorized"**
   - Chrome 里的登录态可能已经过期。请打开当前 Chrome 页面，在新标签页重新手工登录或刷新该页面。
 - **Node API 错误 (如 parseArgs, fs 等)**
@@ -283,15 +406,12 @@ opencli cascade https://api.example.com/data
   - 检查 daemon 状态：`curl localhost:19825/status`
   - 查看扩展日志：`curl localhost:19825/logs`
 
-## 版本发布
 
-```bash
-npm version patch   # 0.1.0 → 0.1.1
-npm version minor   # 0.1.0 → 0.2.0
+## Star History
+
+[![Star History Chart](https://api.star-history.com/svg?repos=jackwener/opencli&type=Date)](https://star-history.com/#jackwener/opencli&Date)
+
 
-# 推送 tag，GitHub Actions 将自动执行发版和 npm 发布
-git push --follow-tags
-```
 
 ## License
 

SKILL.md

@@ -1,394 +1,59 @@
 ---
 name: opencli
-description: "OpenCLI — Make any website or Electron App your CLI. Zero risk, AI-powered, reuse Chrome login. 80+ commands across 19 sites."
-version: 1.1.0
+description: "OpenCLI — Make any website or Electron App your CLI. Zero risk, AI-powered, reuse Chrome login."
+version: 1.5.6
 author: jackwener
-tags: [cli, browser, web, chrome-extension, cdp, bilibili, zhihu, twitter, github, v2ex, hackernews, reddit, xiaohongshu, xueqiu, youtube, boss, coupang, AI, agent]
+tags: [cli, browser, web, chrome-extension, cdp, AI, agent, operate]
 ---
 
 # OpenCLI
 
-> Make any website or Electron App your CLI. Reuse Chrome login, zero risk, AI-powered discovery.
+> Make any website or Electron App your CLI. Reuse Chrome login, zero risk, AI-powered.
 
-> [!CAUTION]
-> **AI Agent 必读：创建或修改任何适配器之前，你必须先阅读 [CLI-EXPLORER.md](./CLI-EXPLORER.md)！**
-> 该文档包含完整的 API 发现工作流（必须使用浏览器探索）、5 级认证策略决策树、平台 SDK 速查表、`tap` 步骤调试流程、分页 API 模板、级联请求模式、以及常见陷阱。
-> **本文件（SKILL.md）仅提供命令参考和简化模板，不足以正确开发适配器。**
+## Skills
 
-## Install & Run
+OpenCLI has three specialized skills. Use the one that matches your task:
+
+### 1. CLI Commands (`skills/cli/SKILL.md`)
+Use existing CLI commands to fetch data, interact with websites and desktop apps.
+```bash
+opencli twitter trending --limit 10
+opencli hackernews top --limit 5
+opencli bilibili hot
+```
+
+### 2. Browser Automation (`skills/opencli-operate/SKILL.md`)
+Make websites accessible for AI agents. Navigate, click, type, extract, wait — with existing Chrome login sessions. No LLM API key needed.
+```bash
+opencli operate open https://example.com
+opencli operate state                    # See interactive elements with [N] indices
+opencli operate click 3                  # Click element [3]
+opencli operate network                  # Discover APIs
+opencli operate init site/cmd            # Generate adapter scaffold
+opencli operate verify site/cmd          # Test the adapter
+```
+
+### 3. Adapter Development (`skills/adapter-dev/SKILL.md`)
+Create new CLI commands from websites. Explore APIs, record traffic, write TypeScript adapters.
+```bash
+opencli explore https://example.com
+opencli record https://example.com
+opencli generate https://example.com --goal "hot"
+```
+
+## Quick Setup
 
 ```bash
-# npm global install (recommended)
 npm install -g @jackwener/opencli
-opencli <command>
-
-# Or from source
-cd ~/code/opencli && npm install
-npx tsx src/main.ts <command>
-
-# Update to latest
-npm update -g @jackwener/opencli
+opencli doctor    # Verify Chrome extension + daemon
 ```
 
-## Prerequisites
-
-Browser commands require:
-1. Chrome browser running **(logged into target sites)**
-2. **opencli Browser Bridge** Chrome extension installed (load `extension/` as unpacked in `chrome://extensions`)
-3. No further setup needed — the daemon auto-starts on first browser command
-
-> **Note**: You must be logged into the target website in Chrome before running commands. Tabs opened during command execution are auto-closed afterwards.
-
-Public API commands (`hackernews`, `github search`, `v2ex`) need no browser.
-
-## Commands Reference
-
-### Data Commands
+## Configuration
 
 ```bash
-# Bilibili (browser)
-opencli bilibili hot --limit 10          # B站热门视频
-opencli bilibili search --keyword "rust"  # 搜索视频
-opencli bilibili me                       # 我的信息
-opencli bilibili favorite                 # 我的收藏
-opencli bilibili history --limit 20       # 观看历史
-opencli bilibili feed --limit 10          # 动态时间线
-opencli bilibili user-videos --uid 12345  # 用户投稿
-opencli bilibili subtitle --bvid BV1xxx   # 获取视频字幕 (支持 --lang zh-CN)
-opencli bilibili dynamic --limit 10       # 动态
-opencli bilibili ranking --limit 10       # 排行榜
-opencli bilibili following --limit 20     # 我的关注列表 (支持 --uid 查看他人)
-
-# 知乎 (browser)
-opencli zhihu hot --limit 10             # 知乎热榜
-opencli zhihu search --keyword "AI"      # 搜索
-opencli zhihu question --id 34816524     # 问题详情和回答
-
-# 小红书 (browser)
-opencli xiaohongshu search --keyword "美食"  # 搜索笔记
-opencli xiaohongshu notifications             # 通知（mentions/likes/connections）
-opencli xiaohongshu feed --limit 10           # 推荐 Feed
-opencli xiaohongshu me                        # 我的信息
-opencli xiaohongshu user --uid xxx             # 用户主页
-
-# 雪球 Xueqiu (browser)
-opencli xueqiu hot-stock --limit 10      # 雪球热门股票榜
-opencli xueqiu stock --symbol SH600519   # 查看股票实时行情
-opencli xueqiu watchlist                 # 获取自选股/持仓列表
-opencli xueqiu feed                      # 我的关注 timeline
-opencli xueqiu hot --limit 10            # 雪球热榜
-opencli xueqiu search --keyword "特斯拉"  # 搜索
-
-# GitHub (public)
-opencli github search --keyword "cli"    # 搜索仓库
-
-# Twitter/X (browser)
-opencli twitter trending --limit 10      # 热门话题
-opencli twitter bookmarks --limit 20     # 获取收藏的书签推文
-opencli twitter search --keyword "AI"    # 搜索推文
-opencli twitter profile elonmusk         # 用户资料
-opencli twitter timeline --limit 20      # 时间线
-opencli twitter thread 1234567890        # 推文 thread（原文 + 回复）
-opencli twitter article 1891511252174299446 # 推文长文内容
-opencli twitter follow elonmusk          # 关注用户
-opencli twitter unfollow elonmusk        # 取消关注
-opencli twitter bookmark https://x.com/... # 收藏推文
-opencli twitter unbookmark https://x.com/... # 取消收藏
-
-# Reddit (browser)
-opencli reddit hot --limit 10            # 热门帖子
-opencli reddit hot --subreddit programming  # 指定子版块
-opencli reddit frontpage --limit 10      # 首页 /r/all
-opencli reddit popular --limit 10        # /r/popular 热门
-opencli reddit search --query "AI" --sort top --time week  # 搜索（支持排序+时间过滤）
-opencli reddit subreddit --name rust --sort top --time month  # 子版块浏览（支持时间过滤）
-opencli reddit read --post_id 1abc123    # 阅读帖子 + 评论
-opencli reddit user --username spez      # 用户资料（karma、注册时间）
-opencli reddit user-posts --username spez  # 用户发帖历史
-opencli reddit user-comments --username spez  # 用户评论历史
-opencli reddit upvote --post_id xxx --direction up  # 投票（up/down/none）
-opencli reddit save --post_id xxx        # 收藏帖子
-opencli reddit comment --post_id xxx --text "Great!"  # 发表评论
-opencli reddit subscribe --subreddit python  # 订阅子版块
-opencli reddit saved --limit 10          # 我的收藏
-opencli reddit upvoted --limit 10        # 我的赞
-
-# V2EX (public + browser)
-opencli v2ex hot --limit 10              # 热门话题
-opencli v2ex latest --limit 10           # 最新话题
-opencli v2ex topic --id 1024             # 主题详情
-opencli v2ex daily                       # 每日签到 (browser)
-opencli v2ex me                          # 我的信息 (browser)
-opencli v2ex notifications --limit 10    # 通知 (browser)
-
-# Hacker News (public)
-opencli hackernews top --limit 10        # Top stories
-
-# BBC (public)
-opencli bbc news --limit 10             # BBC News RSS headlines
-
-# 微博 (browser)
-opencli weibo hot --limit 10            # 微博热搜
-
-# BOSS直聘 (browser)
-opencli boss search --query "AI agent"  # 搜索职位
-opencli boss detail --securityId xxx    # 职位详情
-
-# YouTube (browser)
-opencli youtube search --query "rust"   # 搜索视频
-opencli youtube video --url "https://www.youtube.com/watch?v=xxx"  # 视频元数据（标题、播放量、描述等）
-opencli youtube transcript --url "https://www.youtube.com/watch?v=xxx"  # 获取视频字幕/转录
-opencli youtube transcript --url "xxx" --lang zh-Hans --mode raw  # 指定语言 + 原始时间戳模式
-
-# Yahoo Finance (browser)
-opencli yahoo-finance quote --symbol AAPL  # 股票行情
-
-# Sina Finance
-opencli sinafinance news --limit 10 --type 1  # 7x24实时快讯 (0=全部 1=A股 2=宏观 3=公司 4=数据 5=市场 6=国际 7=观点 8=央行 9=其它)
-
-# Reuters (browser)
-opencli reuters search --query "AI"     # 路透社搜索
-
-# 什么值得买 (browser)
-opencli smzdm search --keyword "耳机"    # 搜索好价
-
-# 携程 (browser)
-opencli ctrip search --query "三亚"      # 搜索目的地
-
-# Antigravity (Electron/CDP)
-opencli antigravity status              # 检查 CDP 连接
-opencli antigravity send "hello"        # 发送文本到当前 agent 聊天框
-opencli antigravity read                # 读取整个聊天记录面板
-opencli antigravity new                 # 清空聊天、开启新对话
-opencli antigravity extract-code        # 自动抽取 AI 回复中的代码块
-opencli antigravity model claude        # 切换底层模型
-opencli antigravity watch               # 流式监听增量消息
+# For AI agent (opencli operate)
+export OPENCLI_PROVIDER=anthropic       # or openai
+export OPENCLI_MODEL=sonnet             # model alias
+export OPENCLI_API_KEY=sk-ant-...       # API key
+export OPENCLI_BASE_URL=https://...     # optional proxy
 ```
-
-### Management Commands
-
-```bash
-opencli list                # List all commands (including External CLIs)
-opencli list --json         # JSON output
-opencli list -f yaml        # YAML output
-opencli install <name>      # Auto-install an external CLI (e.g., gh, obsidian)
-opencli register <name>     # Register a local custom CLI for unified discovery
-opencli validate            # Validate all CLI definitions
-opencli validate bilibili   # Validate specific site
-opencli setup               # Interactive Browser Bridge setup and connectivity check
-opencli doctor              # Diagnose daemon, extension, and browser connectivity
-opencli doctor --live       # Also test live browser connectivity
-```
-
-### AI Agent Workflow
-
-```bash
-# Deep Explore: network intercept → response analysis → capability inference
-opencli explore <url> --site <name>
-
-# Synthesize: generate evaluate-based YAML pipelines from explore artifacts
-opencli synthesize <site>
-
-# Generate: one-shot explore → synthesize → register
-opencli generate <url> --goal "hot"
-
-# Strategy Cascade: auto-probe PUBLIC → COOKIE → HEADER
-opencli cascade <api-url>
-
-# Explore with interactive fuzzing (click buttons to trigger lazy APIs)
-opencli explore <url> --auto --click "字幕,CC,评论"
-
-# Verify: validate adapter definitions
-opencli verify
-```
-
-## Output Formats
-
-All built-in commands support `--format` / `-f` with `table`, `json`, `yaml`, `md`, and `csv`.
-The `list` command supports the same formats and also keeps `--json` as a compatibility alias.
-
-```bash
-opencli list -f yaml            # YAML command registry
-opencli bilibili hot -f table   # Default: rich table
-opencli bilibili hot -f json    # JSON (pipe to jq, feed to AI agent)
-opencli bilibili hot -f yaml    # YAML (readable structured output)
-opencli bilibili hot -f md      # Markdown
-opencli bilibili hot -f csv     # CSV
-```
-
-## Verbose Mode
-
-```bash
-opencli bilibili hot -v         # Show each pipeline step and data flow
-```
-
-## Creating Adapters
-
-> [!TIP]
-> **快速模式**：如果你只想为一个具体页面生成一个命令，直接看 [CLI-ONESHOT.md](./CLI-ONESHOT.md)。
-> 只需要一个 URL + 一句话描述，4 步搞定。
-
-> [!IMPORTANT]
-> **完整模式 — 在写任何代码之前，先阅读 [CLI-EXPLORER.md](./CLI-EXPLORER.md)。**
-> 它包含：① AI Agent 浏览器探索工作流 ② 认证策略决策树 ③ 平台 SDK（如 Bilibili 的 `apiGet`/`fetchJson`）④ YAML vs TS 选择指南 ⑤ `tap` 步骤调试方法 ⑥ 级联请求模板 ⑦ 常见陷阱表。
-> **下方仅为简化模板参考，直接使用极易踩坑。**
-
-### YAML Pipeline (declarative, recommended)
-
-Create `src/clis/<site>/<name>.yaml`:
-
-```yaml
-site: mysite
-name: hot
-description: Hot topics
-domain: www.mysite.com
-strategy: cookie        # public | cookie | header | intercept | ui
-browser: true
-
-args:
-  limit:
-    type: int
-    default: 20
-    description: Number of items
-
-pipeline:
-  - navigate: https://www.mysite.com
-
-  - evaluate: |
-      (async () => {
-        const res = await fetch('/api/hot', { credentials: 'include' });
-        const d = await res.json();
-        return d.data.items.map(item => ({
-          title: item.title,
-          score: item.score,
-        }));
-      })()
-
-  - map:
-      rank: ${{ index + 1 }}
-      title: ${{ item.title }}
-      score: ${{ item.score }}
-
-  - limit: ${{ args.limit }}
-
-columns: [rank, title, score]
-```
-
-For public APIs (no browser):
-
-```yaml
-strategy: public
-browser: false
-
-pipeline:
-  - fetch:
-      url: https://api.example.com/hot.json
-  - select: data.items
-  - map:
-      title: ${{ item.title }}
-  - limit: ${{ args.limit }}
-```
-
-### TypeScript Adapter (programmatic)
-
-Create `src/clis/<site>/<name>.ts`. It will be automatically dynamically loaded (DO NOT manually import it in `index.ts`):
-
-```typescript
-import { cli, Strategy } from '../../registry.js';
-
-cli({
-  site: 'mysite',
-  name: 'search',
-  strategy: Strategy.INTERCEPT, // Or COOKIE
-  args: [{ name: 'keyword', required: true }],
-  columns: ['rank', 'title', 'url'],
-  func: async (page, kwargs) => {
-    await page.goto('https://www.mysite.com/search');
-    
-    // Inject native XHR/Fetch interceptor hook
-    await page.installInterceptor('/api/search');
-    
-    // Auto scroll down to trigger lazy loading
-    await page.autoScroll({ times: 3, delayMs: 2000 });
-    
-    // Retrieve intercepted JSON payloads
-    const requests = await page.getInterceptedRequests();
-    
-    let results = [];
-    for (const req of requests) {
-      results.push(...req.data.items);
-    }
-    return results.map((item, i) => ({
-      rank: i + 1, title: item.title, url: item.url,
-    }));
-  },
-});
-```
-
-**When to use TS**: XHR interception (`page.installInterceptor`), infinite scrolling (`page.autoScroll`), cookie extraction, complex data transforms (like GraphQL unwrapping).
-
-## Pipeline Steps
-
-| Step | Description | Example |
-|------|-------------|---------|
-| `navigate` | Go to URL | `navigate: https://example.com` |
-| `fetch` | HTTP request (browser cookies) | `fetch: { url: "...", params: { q: "..." } }` |
-| `evaluate` | Run JavaScript in page | `evaluate: \| (async () => { ... })()` |
-| `select` | Extract JSON path | `select: data.items` |
-| `map` | Map fields | `map: { title: "${{ item.title }}" }` |
-| `filter` | Filter items | `filter: item.score > 100` |
-| `sort` | Sort items | `sort: { by: score, order: desc }` |
-| `limit` | Cap result count | `limit: ${{ args.limit }}` |
-| `intercept` | Declarative XHR capture | `intercept: { trigger: "navigate:...", capture: "api/hot" }` |
-| `tap` | Store action + XHR capture | `tap: { store: "feed", action: "fetchFeeds", capture: "homefeed" }` |
-| `snapshot` | Page accessibility tree | `snapshot: { interactive: true }` |
-| `click` | Click element | `click: ${{ ref }}` |
-| `type` | Type text | `type: { ref: "@1", text: "hello" }` |
-| `wait` | Wait for time/text | `wait: 2` or `wait: { text: "loaded" }` |
-| `press` | Press key | `press: Enter` |
-
-## Template Syntax
-
-```yaml
-# Arguments with defaults
-${{ args.keyword }}
-${{ args.limit | default(20) }}
-
-# Current item (in map/filter)
-${{ item.title }}
-${{ item.data.nested.field }}
-
-# Index (0-based)
-${{ index }}
-${{ index + 1 }}
-```
-
-## 5-Tier Authentication Strategy
-
-| Tier | Name | Method | Example |
-|------|------|--------|---------|
-| 1 | `public` | No auth, Node.js fetch | Hacker News, V2EX |
-| 2 | `cookie` | Browser fetch with `credentials: include` | Bilibili, Zhihu |
-| 3 | `header` | Custom headers (ct0, Bearer) | Twitter GraphQL |
-| 4 | `intercept` | XHR interception + store mutation | 小红书 Pinia |
-| 5 | `ui` | Full UI automation (click/type/scroll) | Last resort |
-
-## Environment Variables
-
-| Variable | Default | Description |
-|----------|---------|-------------|
-| `OPENCLI_DAEMON_PORT` | 19825 | Daemon listen port |
-| `OPENCLI_BROWSER_CONNECT_TIMEOUT` | 30 | Browser connection timeout (sec) |
-| `OPENCLI_BROWSER_COMMAND_TIMEOUT` | 45 | Command execution timeout (sec) |
-| `OPENCLI_BROWSER_EXPLORE_TIMEOUT` | 120 | Explore timeout (sec) |
-| `OPENCLI_VERBOSE` | — | Show daemon/extension logs |
-
-## Troubleshooting
-
-| Issue | Solution |
-|-------|----------|
-| `npx not found` | Install Node.js: `brew install node` |
-| `Extension not connected` | 1) Chrome must be open 2) Install opencli Browser Bridge extension |
-| `Target page context` error | Add `navigate:` step before `evaluate:` in YAML |
-| Empty table data | Check if evaluate returns correct data path |
-| Daemon issues | `curl localhost:19825/status` to check, `curl localhost:19825/logs` for extension logs |

TESTING.md

@@ -18,57 +18,73 @@
 
 测试分为三层，全部使用 **vitest** 运行：
 
-```
+```text
 tests/
 ├── e2e/                           # E2E 集成测试（子进程运行真实 CLI）
-│   ├── helpers.ts                 # runCli() 共享工具
-│   ├── public-commands.test.ts    # 公开 API 命令（无需浏览器）
+│   ├── helpers.ts                 # runCli() / parseJsonOutput() 共享工具
+│   ├── public-commands.test.ts    # 公开 API 命令
 │   ├── browser-public.test.ts     # 浏览器命令（公开数据）
-│   ├── browser-auth.test.ts       # 需登录命令（graceful failure 测试）
-│   ├── management.test.ts         # 管理命令（list, validate, verify, help）
-│   └── output-formats.test.ts     # 输出格式（json/yaml/csv/md）
-├── smoke/                         # 烟雾测试（仅定时 / 手动触发）
-│   └── api-health.test.ts         # 外部 API 可用性检测
+│   ├── browser-auth.test.ts       # 需登录命令（graceful failure）
+│   ├── management.test.ts         # 管理命令（list / validate / verify / help）
+│   └── output-formats.test.ts     # 输出格式校验
+├── smoke/
+│   └── api-health.test.ts         # 外部 API、adapter 定义、命令注册健康检查
 src/
-├── *.test.ts                      # 单元测试（已有 8 个）
+└── **/*.test.ts                   # 单元测试（当前 32 个文件）
 ```
 
-| 层 | 位置 | 运行方式 | 用途 |
-|---|---|---|---|
-| 单元测试 | `src/**/*.test.ts` | `npx vitest run src/` | 内部模块逻辑 |
-| E2E 测试 | `tests/e2e/*.test.ts` | `npx vitest run tests/e2e/` | 真实 CLI 命令执行 |
-| 烟雾测试 | `tests/smoke/*.test.ts` | `npx vitest run tests/smoke/` | 外部 API 健康 |
+| 层 | 位置 | 当前文件数 | 运行方式 | 用途 |
+|---|---|---:|---|---|
+| 单元测试 | `src/**/*.test.ts` | 32 | `npx vitest run src/` | 内部模块、pipeline、adapter 工具函数 |
+| E2E 测试 | `tests/e2e/*.test.ts` | 5 | `npx vitest run tests/e2e/` | 真实 CLI 命令执行 |
+| 烟雾测试 | `tests/smoke/*.test.ts` | 1 | `npx vitest run tests/smoke/` | 外部 API 与注册完整性 |
 
 ---
 
 ## 当前覆盖范围
 
-### 单元测试（8 个文件）
+### 单元测试（32 个文件）
 
-| 文件 | 覆盖内容 |
+| 领域 | 文件 |
 |---|---|
-| `browser.test.ts` | JSON-RPC、tab 管理、extension/standalone 模式切换 |
-| `engine.test.ts` | 命令发现与执行 |
-| `registry.test.ts` | 命令注册与策略分配 |
-| `output.test.ts` | 输出格式渲染 |
-| `doctor.test.ts` | Token 诊断 |
-| `coupang.test.ts` | 数据归一化 |
-| `pipeline/template.test.ts` | 模板表达式求值 |
-| `pipeline/transform.test.ts` | 数据变换步骤 |
+| 核心运行时与输出 | `src/browser.test.ts`, `src/browser/dom-snapshot.test.ts`, `src/build-manifest.test.ts`, `src/capabilityRouting.test.ts`, `src/doctor.test.ts`, `src/engine.test.ts`, `src/interceptor.test.ts`, `src/output.test.ts`, `src/plugin.test.ts`, `src/registry.test.ts`, `src/snapshotFormatter.test.ts` |
+| pipeline 与下载 | `src/download/index.test.ts`, `src/pipeline/executor.test.ts`, `src/pipeline/template.test.ts`, `src/pipeline/transform.test.ts` |
+| 站点 / adapter 逻辑 | `src/clis/apple-podcasts/commands.test.ts`, `src/clis/apple-podcasts/utils.test.ts`, `src/clis/bloomberg/utils.test.ts`, `src/clis/chaoxing/utils.test.ts`, `src/clis/coupang/utils.test.ts`, `src/clis/google/utils.test.ts`, `src/clis/grok/ask.test.ts`, `src/clis/twitter/timeline.test.ts`, `src/clis/weread/utils.test.ts`, `src/clis/xiaohongshu/creator-note-detail.test.ts`, `src/clis/xiaohongshu/creator-notes-summary.test.ts`, `src/clis/xiaohongshu/creator-notes.test.ts`, `src/clis/xiaohongshu/search.test.ts`, `src/clis/xiaohongshu/user-helpers.test.ts`, `src/clis/xiaoyuzhou/utils.test.ts`, `src/clis/youtube/transcript-group.test.ts`, `src/clis/zhihu/download.test.ts` |
 
-### E2E 测试（~52 个用例）
+这些测试覆盖的重点包括：
 
-| 文件 | 覆盖站点/功能 | 测试数 |
-|---|---|---|
-| `public-commands.test.ts` | hackernews/top, v2ex/hot, v2ex/latest, v2ex/topic | 5 |
-| `browser-public.test.ts` | bbc, bilibili×3, weibo, zhihu×2, reddit×2, twitter, xueqiu×2, reuters, youtube, smzdm, boss, ctrip, coupang, xiaohongshu, yahoo-finance, v2ex/daily | 21 |
-| `browser-auth.test.ts` | bilibili/me,dynamic,favorite,history,following + twitter/bookmarks,timeline,notifications + v2ex/me,notifications + xueqiu/feed,watchlist + xiaohongshu/feed,notifications | 14 |
-| `management.test.ts` | list×5 格式, validate×3 级别, verify, --version, --help, unknown cmd | 12 |
-| `output-formats.test.ts` | json, yaml, csv, md 格式验证 | 5 |
+- Browser Bridge、DOM snapshot、interceptor、capability routing
+- manifest 生成、命令发现、插件安装与注册表
+- 输出格式渲染与 snapshot formatting
+- pipeline 模板求值、执行器与变换步骤
+- 各站点 adapter 的数据归一化、参数处理与容错逻辑
 
-### 烟雾测试
+### E2E 测试（5 个文件）
 
-公开 API 可用性（hackernews, v2ex×2, v2ex/topic）+ 全站点注册完整性检查。
+| 文件 | 当前覆盖范围 |
+|---|---|
+| `tests/e2e/public-commands.test.ts` | `bloomberg`、`apple-podcasts`、`hackernews`、`v2ex`、`xiaoyuzhou`、`google suggest` 等公开命令 |
+| `tests/e2e/browser-public.test.ts` | `bbc`、`bloomberg`、`bilibili`、`weibo`、`zhihu`、`reddit`、`twitter`、`xueqiu`、`reuters`、`youtube`、`smzdm`、`boss`、`ctrip`、`coupang`、`xiaohongshu`、`google`、`yahoo-finance`、`v2ex daily` |
+| `tests/e2e/browser-auth.test.ts` | `bilibili`、`twitter`、`v2ex`、`xueqiu`、`linux-do`、`xiaohongshu` 的需登录命令 graceful failure |
+| `tests/e2e/management.test.ts` | `list`、`validate`、`verify`、`--version`、`--help`、unknown command |
+| `tests/e2e/output-formats.test.ts` | `json` / `yaml` / `csv` / `md` 输出格式校验 |
+| `tests/e2e/plugin-management.test.ts` | `plugin install` / `list` / `update` / `uninstall` 全生命周期 |
+
+### 烟雾测试（1 个文件）
+
+| 文件 | 当前覆盖范围 |
+|---|---|
+| `tests/smoke/api-health.test.ts` | `hackernews`、`v2ex` 公开 API 可用性，`validate` 全量 adapter 校验，以及命令注册表基础完整性 |
+
+### 快速核对命令
+
+需要刷新测试清单时，直接以仓库文件为准：
+
+```bash
+find src -name '*.test.ts' | sort
+find tests/e2e -name '*.test.ts' | sort
+find tests/smoke -name '*.test.ts' | sort
+```
 
 ---
 
@@ -78,7 +94,7 @@ src/
 
 ```bash
 npm ci                # 安装依赖
-npm run build         # 编译（E2E 测试需要 dist/main.js）
+npm run build         # 编译（E2E / smoke 测试需要 dist/main.js）
 ```
 
 ### 运行命令
@@ -87,18 +103,19 @@ npm run build         # 编译（E2E 测试需要 dist/main.js）
 # 全部单元测试
 npx vitest run src/
 
-# 全部 E2E 测试（会真实调用外部 API）
+# 全部 E2E 测试（会真实调用外部 API / 浏览器）
 npx vitest run tests/e2e/
 
+# 全部 smoke 测试
+npx vitest run tests/smoke/
+
 # 单个测试文件
+npx vitest run src/clis/apple-podcasts/commands.test.ts
 npx vitest run tests/e2e/management.test.ts
 
-# 全部测试（单元 + E2E）
+# 全部测试
 npx vitest run
 
-# 烟雾测试
-npx vitest run tests/smoke/
-
 # watch 模式（开发时推荐）
 npx vitest src/
 ```
@@ -106,9 +123,10 @@ npx vitest src/
 ### 浏览器命令本地测试须知
 
 - opencli 通过 Browser Bridge 扩展连接已运行的 Chrome 浏览器
-- `browser-public.test.ts` 使用 `tryBrowserCommand()`，站点反爬导致空数据时 warn + pass
-- `browser-auth.test.ts` 验证 **graceful failure**（不 crash 不 hang 即通过）
-- 如需测试完整登录态，保持 Chrome 登录态并安装 Browser Bridge 扩展，手动跑对应测试
+- E2E 测试通过 `tests/e2e/helpers.ts` 里的 `runCli()` 调用已构建的 `dist/main.js`
+- `browser-public.test.ts` 使用 `tryBrowserCommand()`，站点反爬或地域限制导致空数据时会 warn + pass
+- `browser-auth.test.ts` 验证 **graceful failure**，重点是不 crash、不 hang、错误信息可控
+- 如需测试完整登录态，保持 Chrome 登录态并安装 Browser Bridge 扩展，再手动运行对应测试
 
 ---
 
@@ -116,8 +134,8 @@ npx vitest src/
 
 ### 新增 YAML Adapter（如 `src/clis/producthunt/trending.yaml`）
 
-1. **无需额外操作**：`validate` 测试会自动覆盖 YAML 结构验证
-2. 根据 adapter 类型，在对应文件加一个 `it()` block：
+1. `opencli validate` 的 E2E / smoke 测试会覆盖 adapter 结构校验
+2. 根据 adapter 类型，在对应测试文件补一个 `it()` block
 
 ```typescript
 // 如果 browser: false（公开 API）→ tests/e2e/public-commands.test.ts
@@ -148,15 +166,15 @@ it('producthunt me fails gracefully without login', async () => {
 
 ### 新增管理命令（如 `opencli export`）
 
-在 `tests/e2e/management.test.ts` 添加测试。
+在 `tests/e2e/management.test.ts` 添加测试；如果新命令会影响输出格式，也同步补 `tests/e2e/output-formats.test.ts`。
 
 ### 新增内部模块
 
-在 `src/` 下对应位置创建 `*.test.ts`。
+在对应源码旁创建 `*.test.ts`，优先和被测模块放在同一目录下，便于发现与维护。
 
 ### 决策流程图
 
-```
+```text
 新增功能 → 是内部模块？ → 是 → src/ 下加 *.test.ts
                 ↓ 否
          是 CLI 命令？ → browser: false? → tests/e2e/public-commands.test.ts
@@ -170,32 +188,33 @@ it('producthunt me fails gracefully without login', async () => {
 
 ## CI/CD 流水线
 
-### ci.yml（主流水线）
+### `ci.yml`
 
 | Job | 触发条件 | 内容 |
 |---|---|---|
-| **build** | push/PR to main,dev | typecheck + build |
-| **unit-test** | push/PR to main,dev | 单元测试，2 shard 并行 |
-| **smoke-test** | 每周一 08:00 UTC / 手动 | xvfb + real Chrome，外部 API 健康检查 |
+| `build` | push/PR 到 `main`,`dev` | `tsc --noEmit` + `npm run build` |
+| `unit-test` | push/PR 到 `main`,`dev` | Node `20` 与 `22` 双版本运行 `src/` 单元测试，按 `2` shard 并行 |
+| `smoke-test` | `schedule` 或 `workflow_dispatch` | 安装真实 Chrome，`xvfb-run` 执行 `tests/smoke/` |
 
-### e2e-headed.yml（E2E 测试）
+### `e2e-headed.yml`
 
 | Job | 触发条件 | 内容 |
 |---|---|---|
-| **e2e-headed** | push/PR to main,dev | xvfb + real Chrome，全部 E2E 测试 |
+| `e2e-headed` | push/PR 到 `main`,`dev`，或手动触发 | 安装真实 Chrome，`xvfb-run` 执行 `tests/e2e/` |
 
-E2E 使用 `browser-actions/setup-chrome` 安装真实 Chrome，配合 `xvfb-run` 提供虚拟显示器，以 headed 模式运行浏览器。
+E2E 与 smoke 都使用 `./.github/actions/setup-chrome` 准备真实 Chrome，并通过 `OPENCLI_BROWSER_EXECUTABLE_PATH` 注入浏览器路径。
 
 ### Sharding
 
-单元测试使用 vitest 内置 shard：
+单元测试使用 vitest 内置 shard，并在 Node `20` / `22` 两个版本上运行：
 
 ```yaml
 strategy:
   matrix:
+    node-version: ['20', '22']
     shard: [1, 2]
 steps:
-  - run: npx vitest run src/ --shard=${{ matrix.shard }}/2
+  - run: npx vitest run src/ --reporter=verbose --shard=${{ matrix.shard }}/2
 ```
 
 ---
@@ -206,8 +225,8 @@ opencli 通过 Browser Bridge 扩展连接浏览器：
 
 | 条件 | 模式 | 使用场景 |
 |---|---|---|
-| 扩展已安装 | Extension 模式 | 本地用户，连接已登录的 Chrome |
-| 扩展未安装 | CLI 报错提示安装 | 需要安装 Browser Bridge 扩展 |
+| 扩展已安装 / 已连接 | Extension 模式 | 本地用户，连接已登录的 Chrome |
+| 无扩展 token | CLI 自行拉起浏览器 | CI、无登录态或纯自动化场景 |
 
 CI 中使用 `OPENCLI_BROWSER_EXECUTABLE_PATH` 指定真实 Chrome 路径：
 
@@ -220,14 +239,14 @@ env:
 
 ## 站点兼容性
 
-在 GitHub Actions 美国 runner 上，部分站点因地域限制或登录要求返回空数据。E2E 测试对这些站点使用 warn + pass 策略，不影响 CI 绿灯。
+GitHub Actions 的美国 runner 上，部分站点会因为地域限制、登录要求或反爬而返回空数据。当前 E2E 对这些场景采用 warn + pass 策略，避免偶发站点限制把整条 CI 打红。
 
-| 站点 | CI 状态 | 限制原因 |
+| 站点 | CI 表现 | 常见原因 |
 |---|---|---|
-| hackernews, bbc, v2ex | ✅ 返回数据 | 无限制 |
-| yahoo-finance | ✅ 返回数据 | 无限制 |
-| bilibili, zhihu, weibo, xiaohongshu | ⚠️ 空数据 | 地域限制（中国站点） |
-| reddit, twitter, youtube | ⚠️ 空数据 | 需登录或 cookie |
-| smzdm, boss, ctrip, coupang, xueqiu | ⚠️ 空数据 | 地域限制 / 需登录 |
+| `hackernews`、`bbc`、`v2ex`、`bloomberg` | 通常返回数据 | 公开接口或公开页面 |
+| `yahoo-finance`、`google` | 通常返回数据 | 页面公开，但仍可能受限流影响 |
+| `bilibili`、`zhihu`、`weibo`、`xiaohongshu`、`xueqiu` | 容易空数据 | 地域限制、反爬、登录要求 |
+| `reddit`、`twitter`、`youtube` | 容易空数据 | 登录态、cookie、机器人检测 |
+| `smzdm`、`boss`、`ctrip`、`coupang`、`linux-do` | 结果波动较大 | 地域限制、风控或页面结构变动 |
 
-> 使用 self-hosted runner（国内服务器）可解决地域限制问题。
+> 如果需要更稳定的浏览器 E2E 结果，优先使用具备目标站点网络可达性的 self-hosted runner。

autoresearch/baseline-browse.txt

@@ -0,0 +1 @@
+56/59

autoresearch/baseline-skill.txt

@@ -0,0 +1 @@
+31/31

autoresearch/browse-tasks.json

@@ -0,0 +1,688 @@
+[
+  {
+    "name": "extract-title-example",
+    "steps": [
+      "opencli operate open https://example.com",
+      "opencli operate eval \"document.title\""
+    ],
+    "judge": {
+      "type": "contains",
+      "value": "Example Domain"
+    }
+  },
+  {
+    "name": "extract-title-iana",
+    "steps": [
+      "opencli operate open https://www.iana.org",
+      "opencli operate eval \"document.querySelector('h1')?.textContent\""
+    ],
+    "judge": {
+      "type": "nonEmpty"
+    }
+  },
+  {
+    "name": "extract-paragraph-wiki-js",
+    "steps": [
+      "opencli operate open https://en.wikipedia.org/wiki/JavaScript",
+      "opencli operate eval \"(() => { const ps = document.querySelectorAll('#mw-content-text .mw-parser-output > p'); for (const p of ps) { const t = p.textContent?.trim(); if (t && t.length > 50 && !t.startsWith('{')) return t.slice(0,300); } return ''; })()\""
+    ],
+    "judge": {
+      "type": "contains",
+      "value": "programming language"
+    }
+  },
+  {
+    "name": "extract-paragraph-wiki-python",
+    "steps": [
+      "opencli operate open \"https://en.wikipedia.org/wiki/Python_(programming_language)\"",
+      "opencli operate eval \"(() => { const ps = document.querySelectorAll('#mw-content-text .mw-parser-output > p'); for (const p of ps) { const t = p.textContent?.trim(); if (t && t.length > 50 && !t.startsWith('{')) return t.slice(0,300); } return ''; })()\""
+    ],
+    "judge": {
+      "type": "contains",
+      "value": "programming language"
+    }
+  },
+  {
+    "name": "extract-github-stars",
+    "steps": [
+      "opencli operate open https://github.com/browser-use/browser-use",
+      "opencli operate eval \"document.querySelector('#repo-stars-counter-star')?.textContent?.trim()\""
+    ],
+    "judge": {
+      "type": "matchesPattern",
+      "pattern": "\\d"
+    }
+  },
+  {
+    "name": "extract-github-description",
+    "steps": [
+      "opencli operate open https://github.com/anthropics/claude-code",
+      "opencli operate eval \"document.querySelector('p.f4, [data-testid=about-description], .f4.my-3, .BorderGrid-cell p')?.textContent?.trim()\""
+    ],
+    "judge": {
+      "type": "nonEmpty"
+    }
+  },
+  {
+    "name": "extract-github-readme-heading",
+    "steps": [
+      "opencli operate open https://github.com/vercel/next.js",
+      "opencli operate eval \"document.querySelector('article h1, article h2')?.textContent?.trim()\""
+    ],
+    "judge": {
+      "type": "nonEmpty"
+    }
+  },
+  {
+    "name": "extract-npm-downloads",
+    "steps": [
+      "opencli operate open https://www.npmjs.com/package/zod",
+      "opencli operate eval \"document.querySelector('[data-nosnippet]')?.textContent?.trim() || document.querySelector('p.f2874b88')?.textContent?.trim()\""
+    ],
+    "judge": {
+      "type": "matchesPattern",
+      "pattern": "\\d"
+    }
+  },
+  {
+    "name": "extract-npm-description",
+    "steps": [
+      "opencli operate open https://www.npmjs.com/package/express",
+      "opencli operate eval \"document.querySelector('p[class*=description], [data-testid=package-description], #readme p')?.textContent?.trim()\""
+    ],
+    "judge": {
+      "type": "nonEmpty"
+    }
+  },
+  {
+    "name": "list-hn-top5",
+    "steps": [
+      "opencli operate open https://news.ycombinator.com",
+      "opencli operate eval \"JSON.stringify([...document.querySelectorAll('.titleline > a')].slice(0,5).map(a=>({title:a.textContent,url:a.href})))\""
+    ],
+    "judge": {
+      "type": "arrayMinLength",
+      "minLength": 5
+    }
+  },
+  {
+    "name": "list-hn-top10",
+    "steps": [
+      "opencli operate open https://news.ycombinator.com",
+      "opencli operate eval \"JSON.stringify([...document.querySelectorAll('.athing')].slice(0,10).map(tr=>{const a=tr.querySelector('.titleline>a');const s=tr.nextElementSibling?.querySelector('.score');return{title:a?.textContent,score:parseInt(s?.textContent)||0}}))\""
+    ],
+    "judge": {
+      "type": "arrayMinLength",
+      "minLength": 10
+    }
+  },
+  {
+    "name": "list-books-5",
+    "steps": [
+      "opencli operate open https://books.toscrape.com",
+      "opencli operate eval \"JSON.stringify([...document.querySelectorAll('article.product_pod')].slice(0,5).map(el=>({title:el.querySelector('h3 a')?.getAttribute('title'),price:el.querySelector('.price_color')?.textContent})))\""
+    ],
+    "judge": {
+      "type": "arrayMinLength",
+      "minLength": 5
+    }
+  },
+  {
+    "name": "list-books-10",
+    "steps": [
+      "opencli operate open https://books.toscrape.com",
+      "opencli operate eval \"JSON.stringify([...document.querySelectorAll('article.product_pod')].slice(0,10).map(el=>({title:el.querySelector('h3 a')?.getAttribute('title'),price:el.querySelector('.price_color')?.textContent})))\""
+    ],
+    "judge": {
+      "type": "arrayMinLength",
+      "minLength": 10
+    }
+  },
+  {
+    "name": "list-quotes-3",
+    "steps": [
+      "opencli operate open https://quotes.toscrape.com",
+      "opencli operate eval \"JSON.stringify([...document.querySelectorAll('.quote')].slice(0,3).map(el=>({text:el.querySelector('.text')?.textContent,author:el.querySelector('.author')?.textContent})))\""
+    ],
+    "judge": {
+      "type": "arrayMinLength",
+      "minLength": 3
+    }
+  },
+  {
+    "name": "list-quotes-tags",
+    "steps": [
+      "opencli operate open https://quotes.toscrape.com",
+      "opencli operate eval \"JSON.stringify([...document.querySelectorAll('.quote')].slice(0,5).map(el=>({text:el.querySelector('.text')?.textContent,author:el.querySelector('.author')?.textContent,tags:[...el.querySelectorAll('.tag')].map(t=>t.textContent)})))\""
+    ],
+    "judge": {
+      "type": "arrayMinLength",
+      "minLength": 5
+    }
+  },
+  {
+    "name": "list-github-trending",
+    "steps": [
+      "opencli operate open https://github.com/trending",
+      "opencli operate eval \"JSON.stringify([...document.querySelectorAll('article.Box-row')].slice(0,3).map(el=>({name:el.querySelector('h2 a')?.textContent?.trim().replace(/\\s+/g,' '),desc:el.querySelector('p')?.textContent?.trim()})))\""
+    ],
+    "judge": {
+      "type": "arrayMinLength",
+      "minLength": 3
+    }
+  },
+  {
+    "name": "list-github-trending-lang",
+    "steps": [
+      "opencli operate open https://github.com/trending/python",
+      "opencli operate eval \"JSON.stringify([...document.querySelectorAll('article.Box-row')].slice(0,5).map(el=>({name:el.querySelector('h2 a')?.textContent?.trim().replace(/\\s+/g,' ')})))\""
+    ],
+    "judge": {
+      "type": "arrayMinLength",
+      "minLength": 5
+    }
+  },
+  {
+    "name": "list-jsonplaceholder-posts",
+    "steps": [
+      "opencli operate open https://jsonplaceholder.typicode.com/posts",
+      "opencli operate eval \"JSON.stringify(JSON.parse(document.body.innerText).slice(0,5).map(p=>({id:p.id,title:p.title})))\""
+    ],
+    "judge": {
+      "type": "arrayMinLength",
+      "minLength": 5
+    }
+  },
+  {
+    "name": "list-jsonplaceholder-users",
+    "steps": [
+      "opencli operate open https://jsonplaceholder.typicode.com/users",
+      "opencli operate eval \"JSON.stringify(JSON.parse(document.body.innerText).map(u=>({name:u.name,email:u.email})))\""
+    ],
+    "judge": {
+      "type": "arrayMinLength",
+      "minLength": 5
+    }
+  },
+  {
+    "name": "search-google",
+    "steps": [
+      "opencli operate open https://www.google.com",
+      "opencli operate eval \"document.querySelector('textarea[name=q], input[name=q]').value='opencli github';document.querySelector('form').submit();'submitted'\"",
+      "opencli operate wait time 3",
+      "opencli operate eval \"JSON.stringify([...document.querySelectorAll('h3')].slice(0,3).map(h=>h.textContent))\""
+    ],
+    "judge": {
+      "type": "arrayMinLength",
+      "minLength": 3
+    },
+    "note": "index 5 may vary"
+  },
+  {
+    "name": "search-ddg",
+    "steps": [
+      "opencli operate open https://duckduckgo.com",
+      "opencli operate state",
+      "opencli operate type 1 \"weather beijing\"",
+      "opencli operate keys Enter",
+      "opencli operate eval \"JSON.stringify([...document.querySelectorAll('[data-testid=result-title-a]')].slice(0,3).map(a=>a.textContent))\""
+    ],
+    "judge": {
+      "type": "nonEmpty"
+    },
+    "note": "index may vary"
+  },
+  {
+    "name": "search-ddg-tech",
+    "steps": [
+      "opencli operate open https://duckduckgo.com",
+      "opencli operate eval \"document.querySelector('input[name=q]').value='TypeScript tutorial';document.querySelector('form').submit();'submitted'\"",
+      "opencli operate wait time 3",
+      "opencli operate eval \"JSON.stringify([...document.querySelectorAll('[data-testid=result-title-a], .result__a')].slice(0,3).map(a=>({title:a.textContent,url:a.href})))\""
+    ],
+    "judge": {
+      "type": "arrayMinLength",
+      "minLength": 3
+    },
+    "note": "index may vary"
+  },
+  {
+    "name": "search-wiki",
+    "steps": [
+      "opencli operate open https://en.wikipedia.org",
+      "opencli operate eval \"document.querySelector('input[name=search]').value='Rust programming language';document.querySelector('form#searchform, form[role=search]').submit();'submitted'\"",
+      "opencli operate wait time 3",
+      "opencli operate eval \"(() => { const ps = document.querySelectorAll('#mw-content-text .mw-parser-output > p'); for (const p of ps) { const t = p.textContent?.trim(); if (t && t.length > 50) return t.slice(0,300); } return ''; })()\""
+    ],
+    "judge": {
+      "type": "contains",
+      "value": "programming language"
+    },
+    "note": "index may vary"
+  },
+  {
+    "name": "search-npm",
+    "steps": [
+      "opencli operate open https://www.npmjs.com",
+      "opencli operate state",
+      "opencli operate type 1 \"react\"",
+      "opencli operate keys Enter",
+      "opencli operate eval \"JSON.stringify([...document.querySelectorAll('[data-testid=pkg-list-item] h3, section h3')].slice(0,3).map(h=>h.textContent?.trim()))\""
+    ],
+    "judge": {
+      "type": "arrayMinLength",
+      "minLength": 3
+    },
+    "note": "index may vary"
+  },
+  {
+    "name": "search-github",
+    "steps": [
+      "opencli operate open https://github.com/search?q=browser+automation&type=repositories",
+      "opencli operate wait time 3",
+      "opencli operate eval \"JSON.stringify([...document.querySelectorAll('.search-title a, [data-testid=results-list] a.Link--primary')].slice(0,3).map(a=>a.textContent?.trim().replace(/\\\\s+/g,' ')))\""
+    ],
+    "judge": {
+      "type": "arrayMinLength",
+      "minLength": 3
+    },
+    "note": "index may vary"
+  },
+  {
+    "name": "nav-click-link-example",
+    "steps": [
+      "opencli operate open https://example.com",
+      "opencli operate eval \"document.querySelector('a')?.click();'clicked'\"",
+      "opencli operate wait time 2",
+      "opencli operate eval \"document.title\""
+    ],
+    "judge": {
+      "type": "contains",
+      "value": "IANA"
+    }
+  },
+  {
+    "name": "nav-click-hn-first",
+    "steps": [
+      "opencli operate open https://news.ycombinator.com",
+      "opencli operate eval \"document.querySelector('.titleline a')?.click();'clicked'\"",
+      "opencli operate wait time 2",
+      "opencli operate eval \"document.title\""
+    ],
+    "judge": {
+      "type": "nonEmpty"
+    }
+  },
+  {
+    "name": "nav-click-hn-comments",
+    "steps": [
+      "opencli operate open https://news.ycombinator.com",
+      "opencli operate eval \"document.querySelector('.subtext a:last-child')?.click(); 'clicked'\"",
+      "opencli operate eval \"document.title\""
+    ],
+    "judge": {
+      "type": "nonEmpty"
+    }
+  },
+  {
+    "name": "nav-click-wiki-link",
+    "steps": [
+      "opencli operate open https://en.wikipedia.org/wiki/JavaScript",
+      "opencli operate eval \"document.querySelector('#toc a, .toc a, [href=\\\"#History\\\"]')?.click(); 'clicked'\"",
+      "opencli operate eval \"document.querySelector('#History, #History ~ p')?.textContent?.slice(0,100)\""
+    ],
+    "judge": {
+      "type": "nonEmpty"
+    }
+  },
+  {
+    "name": "nav-click-github-tab",
+    "steps": [
+      "opencli operate open https://github.com/vercel/next.js",
+      "opencli operate eval \"document.querySelector('[data-tab-item=i1issues-tab] a, #issues-tab')?.click(); 'clicked'\"",
+      "opencli operate eval \"document.title\""
+    ],
+    "judge": {
+      "type": "nonEmpty"
+    }
+  },
+  {
+    "name": "nav-go-back",
+    "steps": [
+      "opencli operate open https://example.com",
+      "opencli operate eval \"document.querySelector('a')?.click();'clicked'\"",
+      "opencli operate wait time 2",
+      "opencli operate back",
+      "opencli operate wait time 2",
+      "opencli operate eval \"document.title\""
+    ],
+    "judge": {
+      "type": "contains",
+      "value": "Example Domain"
+    }
+  },
+  {
+    "name": "nav-multi-step",
+    "steps": [
+      "opencli operate open https://quotes.toscrape.com",
+      "opencli operate eval \"document.querySelector('.next a')?.click(); 'clicked'\"",
+      "opencli operate eval \"document.querySelector('.quote .text')?.textContent\""
+    ],
+    "judge": {
+      "type": "nonEmpty"
+    }
+  },
+  {
+    "name": "scroll-footer-quotes",
+    "steps": [
+      "opencli operate open https://quotes.toscrape.com",
+      "opencli operate scroll down",
+      "opencli operate scroll down",
+      "opencli operate eval \"document.querySelector('footer, .footer, .tags-box')?.textContent?.trim().slice(0,100)\""
+    ],
+    "judge": {
+      "type": "nonEmpty"
+    }
+  },
+  {
+    "name": "scroll-footer-books",
+    "steps": [
+      "opencli operate open https://books.toscrape.com",
+      "opencli operate scroll down",
+      "opencli operate scroll down",
+      "opencli operate eval \"document.querySelector('.pager .current')?.textContent?.trim()\""
+    ],
+    "judge": {
+      "type": "matchesPattern",
+      "pattern": "\\d"
+    }
+  },
+  {
+    "name": "scroll-long-page",
+    "steps": [
+      "opencli operate open https://jsonplaceholder.typicode.com/posts",
+      "opencli operate eval \"JSON.parse(document.body.innerText).length\""
+    ],
+    "judge": {
+      "type": "matchesPattern",
+      "pattern": "\\d"
+    }
+  },
+  {
+    "name": "scroll-find-element",
+    "steps": [
+      "opencli operate open https://quotes.toscrape.com",
+      "opencli operate eval \"document.querySelector('.next a')?.href\""
+    ],
+    "judge": {
+      "type": "nonEmpty"
+    }
+  },
+  {
+    "name": "scroll-lazy-load",
+    "steps": [
+      "opencli operate open https://books.toscrape.com",
+      "opencli operate eval \"document.querySelectorAll('article.product_pod').length\""
+    ],
+    "judge": {
+      "type": "matchesPattern",
+      "pattern": "\\d"
+    }
+  },
+  {
+    "name": "form-simple-name",
+    "steps": [
+      "opencli operate open https://httpbin.org/forms/post",
+      "opencli operate eval \"var el=document.querySelector('[name=custname]');el.value='OpenCLI Test';el.dispatchEvent(new Event('input',{bubbles:true}));el.value\""
+    ],
+    "judge": {
+      "type": "contains",
+      "value": "OpenCLI"
+    },
+    "note": "index may vary"
+  },
+  {
+    "name": "form-text-inputs",
+    "steps": [
+      "opencli operate open https://httpbin.org/forms/post",
+      "opencli operate eval \"var n=document.querySelector('[name=custname]');n.value='Alice';n.dispatchEvent(new Event('input',{bubbles:true}));var t=document.querySelector('[name=custtel]');t.value='555-1234';t.dispatchEvent(new Event('input',{bubbles:true}));n.value+'|'+t.value\""
+    ],
+    "judge": {
+      "type": "contains",
+      "value": "Alice"
+    },
+    "note": "index may vary"
+  },
+  {
+    "name": "form-radio-select",
+    "steps": [
+      "opencli operate open https://httpbin.org/forms/post",
+      "opencli operate eval \"document.querySelector('[value=medium]').checked=true;document.querySelector('[value=medium]').dispatchEvent(new Event('change',{bubbles:true}));document.querySelector('[value=medium]').checked\""
+    ],
+    "judge": {
+      "type": "contains",
+      "value": "true"
+    }
+  },
+  {
+    "name": "form-checkbox",
+    "steps": [
+      "opencli operate open https://httpbin.org/forms/post",
+      "opencli operate eval \"var cb=document.querySelector('[value=cheese]');cb.checked=true;cb.dispatchEvent(new Event('change',{bubbles:true}));cb.checked\""
+    ],
+    "judge": {
+      "type": "contains",
+      "value": "true"
+    }
+  },
+  {
+    "name": "form-textarea",
+    "steps": [
+      "opencli operate open https://httpbin.org/forms/post",
+      "opencli operate eval \"var ta=document.querySelector('textarea[name=comments]');ta.value='AutoResearch test';ta.dispatchEvent(new Event('input',{bubbles:true}));ta.value\""
+    ],
+    "judge": {
+      "type": "contains",
+      "value": "AutoResearch"
+    }
+  },
+  {
+    "name": "form-login-fake",
+    "steps": [
+      "opencli operate open https://the-internet.herokuapp.com/login",
+      "opencli operate eval \"var u=document.querySelector('#username');u.value='testuser';u.dispatchEvent(new Event('input',{bubbles:true}));var p=document.querySelector('#password');p.value='testpass';p.dispatchEvent(new Event('input',{bubbles:true}));u.value+'|'+p.value\""
+    ],
+    "judge": {
+      "type": "contains",
+      "value": "testuser"
+    },
+    "note": "index may vary"
+  },
+  {
+    "name": "complex-wiki-toc",
+    "steps": [
+      "opencli operate open https://en.wikipedia.org/wiki/JavaScript",
+      "opencli operate eval \"JSON.stringify([...document.querySelectorAll('.toc li a, #toc li a, .vector-toc-contents a')].slice(0,8).map(a=>a.textContent?.trim()))\""
+    ],
+    "judge": {
+      "type": "arrayMinLength",
+      "minLength": 5
+    }
+  },
+  {
+    "name": "complex-books-detail",
+    "steps": [
+      "opencli operate open https://books.toscrape.com",
+      "opencli operate eval \"document.querySelector('article.product_pod h3 a')?.click();'clicked'\"",
+      "opencli operate eval \"JSON.stringify({title:document.querySelector('h1')?.textContent,price:document.querySelector('.price_color')?.textContent})\""
+    ],
+    "judge": {
+      "type": "nonEmpty"
+    }
+  },
+  {
+    "name": "complex-quotes-page2",
+    "steps": [
+      "opencli operate open https://quotes.toscrape.com",
+      "opencli operate eval \"document.querySelector('.next a')?.click();'clicked'\"",
+      "opencli operate eval \"JSON.stringify([...document.querySelectorAll('.quote')].slice(0,3).map(el=>({text:el.querySelector('.text')?.textContent,author:el.querySelector('.author')?.textContent})))\""
+    ],
+    "judge": {
+      "type": "arrayMinLength",
+      "minLength": 3
+    }
+  },
+  {
+    "name": "complex-github-repo-info",
+    "steps": [
+      "opencli operate open https://github.com/expressjs/express",
+      "opencli operate eval \"JSON.stringify({lang:document.querySelector('[itemprop=programmingLanguage]')?.textContent?.trim(),license:document.querySelector('[data-analytics-event*=license] span, .Layout-sidebar [href*=LICENSE]')?.textContent?.trim()})\""
+    ],
+    "judge": {
+      "type": "nonEmpty"
+    }
+  },
+  {
+    "name": "complex-hn-story-comments",
+    "steps": [
+      "opencli operate open https://news.ycombinator.com",
+      "opencli operate eval \"document.querySelector('.subtext a:last-child')?.click();'clicked'\"",
+      "opencli operate eval \"document.querySelector('.fatitem .titleline a')?.textContent\""
+    ],
+    "judge": {
+      "type": "nonEmpty"
+    }
+  },
+  {
+    "name": "complex-multi-extract",
+    "steps": [
+      "opencli operate open https://en.wikipedia.org/wiki/TypeScript",
+      "opencli operate eval \"JSON.stringify({title:document.title,firstParagraph:document.querySelector('#mw-content-text p')?.textContent?.slice(0,150)})\""
+    ],
+    "judge": {
+      "type": "contains",
+      "value": "TypeScript"
+    }
+  },
+  {
+    "name": "bench-reddit-top5",
+    "steps": [
+      "opencli operate open https://old.reddit.com",
+      "opencli operate eval \"JSON.stringify([...document.querySelectorAll('#siteTable .thing .title a.title')].slice(0,5).map(a=>a.textContent))\""
+    ],
+    "judge": {
+      "type": "arrayMinLength",
+      "minLength": 5
+    },
+    "set": "test"
+  },
+  {
+    "name": "bench-imdb-matrix",
+    "steps": [
+      "opencli operate open https://www.imdb.com/title/tt0133093/",
+      "opencli operate eval \"JSON.stringify({title:document.querySelector('h1 span, [data-testid=hero__pageTitle] span')?.textContent,year:document.querySelector('a[href*=releaseinfo], [data-testid=hero-title-block__metadata] a')?.textContent})\""
+    ],
+    "judge": {
+      "type": "contains",
+      "value": "1999"
+    },
+    "set": "test"
+  },
+  {
+    "name": "bench-npm-zod",
+    "steps": [
+      "opencli operate open https://www.npmjs.com/package/zod",
+      "opencli operate eval \"JSON.stringify({name:document.querySelector('h1 span, #top h2')?.textContent?.trim(),description:document.querySelector('[data-testid=package-description], p.package-description-redundant')?.textContent?.trim()})\""
+    ],
+    "judge": {
+      "type": "nonEmpty"
+    },
+    "set": "test"
+  },
+  {
+    "name": "bench-wiki-search",
+    "steps": [
+      "opencli operate open https://en.wikipedia.org/wiki/Machine_learning",
+      "opencli operate eval \"(() => { const ps = document.querySelectorAll('#mw-content-text .mw-parser-output > p'); for (const p of ps) { const t = p.textContent?.trim(); if (t && t.length > 50) return t.slice(0,300); } return ''; })()\""
+    ],
+    "judge": {
+      "type": "contains",
+      "value": "learning"
+    },
+    "set": "test"
+  },
+  {
+    "name": "bench-github-profile",
+    "steps": [
+      "opencli operate open https://github.com/torvalds",
+      "opencli operate eval \"JSON.stringify({name:document.querySelector('[itemprop=name]')?.textContent?.trim(),bio:document.querySelector('[data-bio-text]')?.textContent?.trim()||document.querySelector('.p-note')?.textContent?.trim()})\""
+    ],
+    "judge": {
+      "type": "nonEmpty"
+    },
+    "set": "test"
+  },
+  {
+    "name": "bench-books-category",
+    "steps": [
+      "opencli operate open https://books.toscrape.com",
+      "opencli operate eval \"document.querySelector('a[href*=science]')?.click();'clicked'\"",
+      "opencli operate eval \"JSON.stringify([...document.querySelectorAll('article.product_pod h3 a')].slice(0,3).map(a=>a.getAttribute('title')))\""
+    ],
+    "judge": {
+      "type": "arrayMinLength",
+      "minLength": 3
+    },
+    "set": "test"
+  },
+  {
+    "name": "bench-quotes-author",
+    "steps": [
+      "opencli operate open https://quotes.toscrape.com",
+      "opencli operate eval \"document.querySelector('.author + a, a[href*=author]')?.click();'clicked'\"",
+      "opencli operate eval \"document.querySelector('.author-description, .author-details p')?.textContent?.slice(0,100)\""
+    ],
+    "judge": {
+      "type": "nonEmpty"
+    },
+    "set": "test"
+  },
+  {
+    "name": "bench-ddg-images",
+    "steps": [
+      "opencli operate open https://duckduckgo.com",
+      "opencli operate eval \"document.querySelector('input[name=q]').value='sunset';document.querySelector('form').submit();'submitted'\"",
+      "opencli operate wait time 3",
+      "opencli operate eval \"JSON.stringify([...document.querySelectorAll('[data-testid=result-title-a], .result__a')].slice(0,3).map(a=>a.textContent))\""
+    ],
+    "judge": {
+      "type": "arrayMinLength",
+      "minLength": 3
+    },
+    "set": "test",
+    "note": "index may vary"
+  },
+  {
+    "name": "bench-httpbin-headers",
+    "steps": [
+      "opencli operate open https://httpbin.org/headers",
+      "opencli operate eval \"JSON.parse(document.body.innerText).headers['User-Agent']\""
+    ],
+    "judge": {
+      "type": "nonEmpty"
+    },
+    "set": "test"
+  },
+  {
+    "name": "bench-jsonapi-todo",
+    "steps": [
+      "opencli operate open https://jsonplaceholder.typicode.com/todos",
+      "opencli operate eval \"JSON.stringify(JSON.parse(document.body.innerText).slice(0,5).map(t=>({id:t.id,title:t.title,completed:t.completed})))\""
+    ],
+    "judge": {
+      "type": "arrayMinLength",
+      "minLength": 5
+    },
+    "set": "test"
+  }
+]

autoresearch/eval-browse.ts

@@ -0,0 +1,185 @@
+#!/usr/bin/env npx tsx
+/**
+ * Layer 1: Deterministic Browse Command Testing
+ *
+ * Runs predefined opencli operate command sequences against real websites.
+ * No LLM involved — tests command reliability only.
+ *
+ * Usage:
+ *   npx tsx autoresearch/eval-browse.ts              # Run all tasks
+ *   npx tsx autoresearch/eval-browse.ts --task hn-top5  # Run single task
+ */
+
+import { execSync } from 'node:child_process';
+import { readFileSync, writeFileSync, mkdirSync, readdirSync } from 'node:fs';
+import { join, dirname } from 'node:path';
+import { fileURLToPath } from 'node:url';
+
+const __dirname = dirname(fileURLToPath(import.meta.url));
+const TASKS_FILE = join(__dirname, 'browse-tasks.json');
+const RESULTS_DIR = join(__dirname, 'results');
+const BASELINE_FILE = join(__dirname, 'baseline-browse.txt');
+
+interface BrowseTask {
+  name: string;
+  steps: string[];
+  judge: JudgeCriteria;
+  set?: 'test';
+  note?: string;
+}
+
+type JudgeCriteria =
+  | { type: 'contains'; value: string }
+  | { type: 'arrayMinLength'; minLength: number }
+  | { type: 'nonEmpty' }
+  | { type: 'matchesPattern'; pattern: string };
+
+interface TaskResult {
+  name: string;
+  passed: boolean;
+  duration: number;
+  error?: string;
+  set: 'train' | 'test';
+}
+
+function judge(criteria: JudgeCriteria, output: string): boolean {
+  try {
+    switch (criteria.type) {
+      case 'contains':
+        return output.toLowerCase().includes(criteria.value.toLowerCase());
+      case 'arrayMinLength': {
+        try {
+          const arr = JSON.parse(output);
+          if (Array.isArray(arr)) return arr.length >= criteria.minLength;
+        } catch { /* not JSON array */ }
+        return false;
+      }
+      case 'nonEmpty':
+        return output.trim().length > 0 && output.trim() !== 'null' && output.trim() !== 'undefined';
+      case 'matchesPattern':
+        return new RegExp(criteria.pattern).test(output);
+      default:
+        return false;
+    }
+  } catch {
+    return false;
+  }
+}
+
+function runCommand(cmd: string): string {
+  try {
+    return execSync(cmd, {
+      cwd: join(__dirname, '..'),
+      timeout: 30000,
+      encoding: 'utf-8',
+      env: process.env,
+      stdio: ['pipe', 'pipe', 'pipe'],
+    }).trim();
+  } catch (err: any) {
+    return err.stdout?.trim() ?? '';
+  }
+}
+
+function runTask(task: BrowseTask): TaskResult {
+  const start = Date.now();
+  let lastOutput = '';
+
+  try {
+    for (const step of task.steps) {
+      lastOutput = runCommand(step);
+    }
+
+    const passed = judge(task.judge, lastOutput);
+
+    return {
+      name: task.name,
+      passed,
+      duration: Date.now() - start,
+      error: passed ? undefined : `Output: ${lastOutput.slice(0, 100)}`,
+      set: task.set === 'test' ? 'test' : 'train',
+    };
+  } catch (err: any) {
+    return {
+      name: task.name,
+      passed: false,
+      duration: Date.now() - start,
+      error: err.message?.slice(0, 100),
+      set: task.set === 'test' ? 'test' : 'train',
+    };
+  }
+}
+
+function main() {
+  const args = process.argv.slice(2);
+  const singleTask = args.includes('--task') ? args[args.indexOf('--task') + 1] : null;
+
+  const allTasks: BrowseTask[] = JSON.parse(readFileSync(TASKS_FILE, 'utf-8'));
+  const tasks = singleTask ? allTasks.filter(t => t.name === singleTask) : allTasks;
+
+  if (tasks.length === 0) {
+    console.error(`Task "${singleTask}" not found.`);
+    process.exit(1);
+  }
+
+  console.log(`\n🔬 Layer 1: Browse Commands — ${tasks.length} tasks\n`);
+
+  const results: TaskResult[] = [];
+
+  for (let i = 0; i < tasks.length; i++) {
+    const task = tasks[i];
+    process.stdout.write(`  [${i + 1}/${tasks.length}] ${task.name}...`);
+
+    const result = runTask(task);
+    results.push(result);
+
+    const icon = result.passed ? '✓' : '✗';
+    console.log(` ${icon} (${(result.duration / 1000).toFixed(1)}s)`);
+
+    // Close browser between tasks for clean state
+    if (i < tasks.length - 1) {
+      try { runCommand('opencli operate close'); } catch { /* ignore */ }
+    }
+  }
+
+  // Final close
+  try { runCommand('opencli operate close'); } catch { /* ignore */ }
+
+  // Summary
+  const trainResults = results.filter(r => r.set === 'train');
+  const testResults = results.filter(r => r.set === 'test');
+  const totalPassed = results.filter(r => r.passed).length;
+  const trainPassed = trainResults.filter(r => r.passed).length;
+  const testPassed = testResults.filter(r => r.passed).length;
+  const totalDuration = results.reduce((s, r) => s + r.duration, 0);
+
+  console.log(`\n${'─'.repeat(50)}`);
+  console.log(`  Score:  ${totalPassed}/${results.length} (train: ${trainPassed}/${trainResults.length}, test: ${testPassed}/${testResults.length})`);
+  console.log(`  Time:   ${Math.round(totalDuration / 60000)}min`);
+
+  const failures = results.filter(r => !r.passed);
+  if (failures.length > 0) {
+    console.log(`\n  Failures:`);
+    for (const f of failures) {
+      console.log(`    ✗ ${f.name}: ${f.error ?? 'unknown'}`);
+    }
+  }
+  console.log('');
+
+  // Save result
+  mkdirSync(RESULTS_DIR, { recursive: true });
+  const existing = readdirSync(RESULTS_DIR).filter(f => f.startsWith('browse-')).length;
+  const roundNum = String(existing + 1).padStart(3, '0');
+  const resultPath = join(RESULTS_DIR, `browse-${roundNum}.json`);
+  writeFileSync(resultPath, JSON.stringify({
+    timestamp: new Date().toISOString(),
+    score: `${totalPassed}/${results.length}`,
+    trainScore: `${trainPassed}/${trainResults.length}`,
+    testScore: `${testPassed}/${testResults.length}`,
+    duration: `${Math.round(totalDuration / 60000)}min`,
+    tasks: results,
+  }, null, 2), 'utf-8');
+  console.log(`  Results saved to: ${resultPath}`);
+  console.log(`\nSCORE=${totalPassed}/${results.length}`);
+}
+
+main();

autoresearch/eval-skill.ts

@@ -0,0 +1,248 @@
+#!/usr/bin/env npx tsx
+/**
+ * Layer 2: Claude Code Skill E2E Testing (LLM Judge)
+ *
+ * Spawns Claude Code with the opencli-operate skill. Claude Code
+ * completes the task using browse commands AND judges its own result.
+ *
+ * Task format: YAML with judge_context (multi-criteria, like Browser Use)
+ *
+ * Usage:
+ *   npx tsx autoresearch/eval-skill.ts                    # Run all
+ *   npx tsx autoresearch/eval-skill.ts --task hn-top5     # Run single
+ */
+
+import { execSync } from 'node:child_process';
+import { readFileSync, writeFileSync, mkdirSync, readdirSync } from 'node:fs';
+import { join, dirname } from 'node:path';
+import { fileURLToPath } from 'node:url';
+
+const __dirname = dirname(fileURLToPath(import.meta.url));
+const TASKS_FILE = join(__dirname, 'skill-tasks.yaml');
+const RESULTS_DIR = join(__dirname, 'results');
+const SKILL_PATH = join(__dirname, '..', 'skills', 'opencli-operate', 'SKILL.md');
+
+// ── Types ──────────────────────────────────────────────────────────
+
+interface SkillTask {
+  name: string;
+  task: string;
+  url?: string;
+  judge_context: string[];
+  max_steps?: number;
+}
+
+interface TaskResult {
+  name: string;
+  passed: boolean;
+  duration: number;
+  cost: number;
+  explanation: string;
+}
+
+// ── Task Definitions (inline, to avoid YAML dependency) ────────────
+
+const TASKS: SkillTask[] = [
+  // Extract
+  { name: "extract-title-example", task: "Extract the main heading text from this page", url: "https://example.com", judge_context: ["Output must contain 'Example Domain'"] },
+  { name: "extract-paragraph-wiki", task: "Extract the first paragraph of the JavaScript article", url: "https://en.wikipedia.org/wiki/JavaScript", judge_context: ["Output must mention 'programming language'", "Output must contain actual paragraph text, not just the title"] },
+  { name: "extract-github-stars", task: "Find the number of stars on this repository", url: "https://github.com/browser-use/browser-use", judge_context: ["Output must contain a number (the star count)"] },
+  { name: "extract-npm-downloads", task: "Find the weekly download count for this package", url: "https://www.npmjs.com/package/zod", judge_context: ["Output must contain a number (weekly downloads)"] },
+
+  // List extraction
+  { name: "list-hn-top5", task: "Extract the top 5 stories with their titles", url: "https://news.ycombinator.com", judge_context: ["Output must contain 5 story titles", "Each title must be an actual HN story, not made up"] },
+  { name: "list-books-5", task: "Extract the first 5 books with their title and price", url: "https://books.toscrape.com", judge_context: ["Output must contain 5 books", "Each book must have a title and a price"] },
+  { name: "list-quotes-3", task: "Extract the first 3 quotes with their text and author", url: "https://quotes.toscrape.com", judge_context: ["Output must contain 3 quotes", "Each quote must have text and an author name"] },
+  { name: "list-github-trending", task: "Extract the top 3 trending repositories with name and description", url: "https://github.com/trending", judge_context: ["Output must contain 3 repositories", "Each must have a repo name"] },
+  { name: "list-jsonplaceholder", task: "Extract the first 5 posts with their title", url: "https://jsonplaceholder.typicode.com/posts", judge_context: ["Output must contain 5 posts", "Each post must have a title"] },
+
+  // Search
+  { name: "search-ddg", task: "Search for 'TypeScript tutorial' and extract the first 3 result titles", url: "https://duckduckgo.com", judge_context: ["The agent must type a search query", "Output must contain at least 3 search result titles"] },
+  { name: "search-npm", task: "Search for 'react' and extract the top 3 package names", url: "https://www.npmjs.com", judge_context: ["The agent must search for 'react'", "Output must contain at least 3 package names"] },
+  { name: "search-wiki", task: "Search for 'Rust programming language' and extract the first sentence of the article", url: "https://en.wikipedia.org", judge_context: ["The agent must search and navigate to the article", "Output must mention 'programming language'"] },
+
+  // Navigation
+  { name: "nav-click-link", task: "Click the 'More information...' link and extract the heading of the new page", url: "https://example.com", judge_context: ["The agent must click a link", "Output must contain 'IANA' or reference the new page"] },
+  { name: "nav-click-hn", task: "Click on the first story link and tell me the title of the page you land on", url: "https://news.ycombinator.com", judge_context: ["The agent must click a story link", "Output must contain the title of the destination page"] },
+  { name: "nav-go-back", task: "Click the 'More information...' link, then go back, and tell me the heading of the original page", url: "https://example.com", judge_context: ["The agent must click a link then go back", "Output must contain 'Example Domain'"] },
+  { name: "nav-multi-step", task: "Click the Next page link at the bottom, then extract the first quote from page 2", url: "https://quotes.toscrape.com", judge_context: ["The agent must navigate to page 2", "Output must contain a quote from page 2"] },
+
+  // Scroll
+  { name: "scroll-footer", task: "Scroll to the bottom and extract the footer text", url: "https://quotes.toscrape.com", judge_context: ["The agent must scroll down", "Output must contain footer or bottom-of-page content"] },
+  { name: "scroll-pagination", task: "Find the pagination info at the bottom of the page", url: "https://books.toscrape.com", judge_context: ["Output must contain page number or pagination info"] },
+
+  // Form
+  { name: "form-fill-basic", task: "Fill the Customer Name with 'OpenCLI' and Telephone with '555-0100'. Do not submit.", url: "https://httpbin.org/forms/post", judge_context: ["The agent must type 'OpenCLI' into a name field", "The agent must type '555-0100' into a phone field", "The form must NOT be submitted"] },
+  { name: "form-radio", task: "Select the 'Medium' pizza size option. Do not submit.", url: "https://httpbin.org/forms/post", judge_context: ["The agent must select a radio button for Medium size"] },
+  { name: "form-login", task: "Fill the username with 'testuser' and password with 'testpass'. Do not submit.", url: "https://the-internet.herokuapp.com/login", judge_context: ["The agent must fill the username field", "The agent must fill the password field", "The form must NOT be submitted"] },
+
+  // Complex
+  { name: "complex-wiki-toc", task: "Extract the table of contents headings", url: "https://en.wikipedia.org/wiki/JavaScript", judge_context: ["Output must contain at least 5 section headings from the table of contents"] },
+  { name: "complex-books-detail", task: "Click on the first book and extract its title and price from the detail page", url: "https://books.toscrape.com", judge_context: ["The agent must click on a book", "Output must contain the book title", "Output must contain a price"] },
+  { name: "complex-quotes-page2", task: "Navigate to page 2 and extract the first 3 quotes with their authors", url: "https://quotes.toscrape.com", judge_context: ["The agent must navigate to page 2", "Output must contain 3 quotes with authors"] },
+  { name: "complex-multi-extract", task: "Extract both the page title and the first paragraph text", url: "https://en.wikipedia.org/wiki/TypeScript", judge_context: ["Output must contain 'TypeScript'", "Output must contain actual paragraph text"] },
+
+  // Bench (harder, real-world)
+  { name: "bench-reddit", task: "Extract the titles of the top 5 posts", url: "https://old.reddit.com", judge_context: ["Output must contain 5 post titles", "Titles must be actual Reddit posts"] },
+  { name: "bench-imdb", task: "Find the year and rating of The Matrix", url: "https://www.imdb.com/title/tt0133093/", judge_context: ["Output must contain '1999'", "Output must contain a rating number"] },
+  { name: "bench-github-profile", task: "Extract the bio and number of public repositories", url: "https://github.com/torvalds", judge_context: ["Output must contain bio text or 'Linux'", "Output must contain a number for repos"] },
+  { name: "bench-httpbin", task: "Extract the User-Agent header shown on this page", url: "https://httpbin.org/headers", judge_context: ["Output must contain a User-Agent string"] },
+  { name: "bench-jsonapi-todo", task: "Extract the first 5 todo items with their title and completion status", url: "https://jsonplaceholder.typicode.com/todos", judge_context: ["Output must contain 5 todo items", "Each must have a title and completed status"] },
+
+  // Codex form (the real test)
+  { name: "codex-form-fill", task: "Fill the basic information using 'opencli' as the identity (first name=open, last name=cli, email=opencli@example.com, GitHub username=opencli). Do NOT submit the form.", url: "https://openai.com/form/codex-for-oss/", judge_context: ["The agent must fill the first name field", "The agent must fill the last name field", "The agent must fill the email field", "The form must NOT be submitted"], max_steps: 15 },
+];
+
+// ── Run Task ───────────────────────────────────────────────────────
+
+function runSkillTask(task: SkillTask): TaskResult {
+  const start = Date.now();
+  const skillContent = readFileSync(SKILL_PATH, 'utf-8');
+  const urlPart = task.url ? ` Start URL: ${task.url}` : '';
+  const criteria = task.judge_context.map((c, i) => `${i + 1}. ${c}`).join('\n');
+
+  const prompt = `Complete this browser task using opencli operate commands:
+
+TASK: ${task.task}${urlPart}
+
+After completing the task, evaluate your own result against these criteria:
+${criteria}
+
+At the very end of your response, output a JSON verdict on its own line:
+{"success": true/false, "explanation": "brief explanation"}
+
+Always close the browser with 'opencli operate close' when done.`;
+
+  try {
+    const output = execSync(
+      `claude -p --dangerously-skip-permissions --allowedTools "Bash(opencli:*)" --system-prompt ${JSON.stringify(skillContent)} --output-format json --no-session-persistence ${JSON.stringify(prompt)}`,
+      {
+        cwd: join(__dirname, '..'),
+        timeout: (task.max_steps ?? 10) * 15_000,
+        encoding: 'utf-8',
+        env: process.env,
+        stdio: ['pipe', 'pipe', 'pipe'],
+      }
+    );
+
+    const duration = Date.now() - start;
+
+    // Parse Claude Code output
+    let resultText = '';
+    let cost = 0;
+    try {
+      const parsed = JSON.parse(output);
+      resultText = parsed.result ?? output;
+      cost = parsed.total_cost_usd ?? 0;
+    } catch {
+      resultText = output;
+    }
+
+    // Extract verdict JSON from the result
+    const verdict = extractVerdict(resultText);
+
+    return {
+      name: task.name,
+      passed: verdict.success,
+      duration,
+      cost,
+      explanation: verdict.explanation,
+    };
+  } catch (err: any) {
+    return {
+      name: task.name,
+      passed: false,
+      duration: Date.now() - start,
+      cost: 0,
+      explanation: (err.stdout ?? err.message ?? 'timeout or crash').slice(0, 200),
+    };
+  }
+}
+
+function extractVerdict(text: string): { success: boolean; explanation: string } {
+  // Try to find {"success": ...} JSON in the text
+  const jsonMatches = text.match(/\{"success"\s*:\s*(true|false)\s*,\s*"explanation"\s*:\s*"([^"]*)"\s*\}/g);
+  if (jsonMatches) {
+    const last = jsonMatches[jsonMatches.length - 1];
+    try {
+      return JSON.parse(last);
+    } catch { /* fall through */ }
+  }
+
+  // Fallback: check for success indicators in text
+  const lower = text.toLowerCase();
+  if (lower.includes('"success": true') || lower.includes('"success":true')) {
+    return { success: true, explanation: 'Parsed success from output' };
+  }
+  if (lower.includes('"success": false') || lower.includes('"success":false')) {
+    return { success: false, explanation: 'Parsed failure from output' };
+  }
+
+  // Final fallback: assume failure if we can't parse
+  return { success: false, explanation: 'Could not parse verdict from output' };
+}
+
+// ── Main ───────────────────────────────────────────────────────────
+
+function main() {
+  const args = process.argv.slice(2);
+  const singleTask = args.includes('--task') ? args[args.indexOf('--task') + 1] : null;
+  const tasks = singleTask ? TASKS.filter(t => t.name === singleTask) : TASKS;
+
+  if (tasks.length === 0) {
+    console.error(`Task "${singleTask}" not found. Available: ${TASKS.map(t => t.name).join(', ')}`);
+    process.exit(1);
+  }
+
+  console.log(`\n🔬 Layer 2: Skill E2E (LLM Judge) — ${tasks.length} tasks\n`);
+
+  const results: TaskResult[] = [];
+
+  for (let i = 0; i < tasks.length; i++) {
+    const task = tasks[i];
+    process.stdout.write(`  [${i + 1}/${tasks.length}] ${task.name}...`);
+
+    const result = runSkillTask(task);
+    results.push(result);
+
+    const icon = result.passed ? '✓' : '✗';
+    const costStr = result.cost > 0 ? `, $${result.cost.toFixed(2)}` : '';
+    console.log(` ${icon} (${Math.round(result.duration / 1000)}s${costStr})`);
+  }
+
+  // Summary
+  const totalPassed = results.filter(r => r.passed).length;
+  const totalCost = results.reduce((s, r) => s + r.cost, 0);
+  const totalDuration = results.reduce((s, r) => s + r.duration, 0);
+
+  console.log(`\n${'─'.repeat(50)}`);
+  console.log(`  Score:  ${totalPassed}/${results.length} (${Math.round(totalPassed / results.length * 100)}%)`);
+  console.log(`  Cost:   $${totalCost.toFixed(2)}`);
+  console.log(`  Time:   ${Math.round(totalDuration / 60000)}min`);
+
+  const failures = results.filter(r => !r.passed);
+  if (failures.length > 0) {
+    console.log(`\n  Failures:`);
+    for (const f of failures) {
+      console.log(`    ✗ ${f.name}: ${f.explanation}`);
+    }
+  }
+  console.log('');
+
+  // Save
+  mkdirSync(RESULTS_DIR, { recursive: true });
+  const existing = readdirSync(RESULTS_DIR).filter(f => f.startsWith('skill-')).length;
+  const roundNum = String(existing + 1).padStart(3, '0');
+  const resultPath = join(RESULTS_DIR, `skill-${roundNum}.json`);
+  writeFileSync(resultPath, JSON.stringify({
+    timestamp: new Date().toISOString(),
+    score: `${totalPassed}/${results.length}`,
+    totalCost,
+    duration: `${Math.round(totalDuration / 60000)}min`,
+    tasks: results,
+  }, null, 2), 'utf-8');
+  console.log(`  Results saved to: ${resultPath}`);
+  console.log(`\nSCORE=${totalPassed}/${results.length}`);
+}
+
+main();

autoresearch/run-browse.sh

@@ -0,0 +1,9 @@
+#!/bin/bash
+# Layer 1: Deterministic browse command testing
+set -e
+cd "$(dirname "$0")/.."
+echo "Building OpenCLI..."
+npm run build > /dev/null 2>&1
+echo "Build OK"
+echo ""
+npx tsx autoresearch/eval-browse.ts "$@"

autoresearch/run-skill.sh

@@ -0,0 +1,9 @@
+#!/bin/bash
+# Layer 2: Claude Code skill E2E testing
+set -e
+cd "$(dirname "$0")/.."
+echo "Building OpenCLI..."
+npm run build > /dev/null 2>&1
+echo "Build OK"
+echo ""
+npx tsx autoresearch/eval-skill.ts "$@"

docs/.vitepress/config.mts

@@ -29,8 +29,11 @@ export default defineConfig({
               items: [
                 { text: 'Getting Started', link: '/guide/getting-started' },
                 { text: 'Installation', link: '/guide/installation' },
+                { text: 'Comparison', link: '/comparison' },
                 { text: 'Browser Bridge', link: '/guide/browser-bridge' },
                 { text: 'Troubleshooting', link: '/guide/troubleshooting' },
+                { text: 'Add an Electron App CLI', link: '/guide/electron-app-cli' },
+                { text: 'Plugins', link: '/guide/plugins' },
               ],
             },
           ],
@@ -47,6 +50,7 @@ export default defineConfig({
               items: [
                 { text: 'Twitter / X', link: '/adapters/browser/twitter' },
                 { text: 'Reddit', link: '/adapters/browser/reddit' },
+                { text: 'Tieba', link: '/adapters/browser/tieba' },
                 { text: 'Bilibili', link: '/adapters/browser/bilibili' },
                 { text: 'Zhihu', link: '/adapters/browser/zhihu' },
                 { text: 'Xiaohongshu', link: '/adapters/browser/xiaohongshu' },
@@ -63,10 +67,30 @@ export default defineConfig({
                 { text: 'SMZDM', link: '/adapters/browser/smzdm' },
                 { text: 'Jike', link: '/adapters/browser/jike' },
                 { text: 'Jimeng', link: '/adapters/browser/jimeng' },
+                { text: 'Yollomi', link: '/adapters/browser/yollomi' },
                 { text: 'LINUX DO', link: '/adapters/browser/linux-do' },
+                { text: 'Band', link: '/adapters/browser/band' },
                 { text: 'Chaoxing', link: '/adapters/browser/chaoxing' },
                 { text: 'Grok', link: '/adapters/browser/grok' },
+                { text: 'Amazon', link: '/adapters/browser/amazon' },
+                { text: 'Gemini', link: '/adapters/browser/gemini' },
+                { text: 'NotebookLM', link: '/adapters/browser/notebooklm' },
                 { text: 'WeRead', link: '/adapters/browser/weread' },
+                { text: 'Douban', link: '/adapters/browser/douban' },
+                { text: 'Sina Blog', link: '/adapters/browser/sinablog' },
+                { text: 'Substack', link: '/adapters/browser/substack' },
+                { text: 'Pixiv', link: '/adapters/browser/pixiv' },
+                { text: 'Douban', link: '/adapters/browser/douban' },
+                { text: 'Doubao', link: '/adapters/browser/doubao' },
+                { text: 'Facebook', link: '/adapters/browser/facebook' },
+                { text: 'Google', link: '/adapters/browser/google' },
+                { text: 'IMDb', link: '/adapters/browser/imdb' },
+                { text: 'Instagram', link: '/adapters/browser/instagram' },
+                { text: 'JD.com', link: '/adapters/browser/jd' },
+                { text: 'Medium', link: '/adapters/browser/medium' },
+                { text: 'TikTok', link: '/adapters/browser/tiktok' },
+                { text: 'Web (Generic)', link: '/adapters/browser/web' },
+                { text: 'Weixin', link: '/adapters/browser/weixin' },
               ],
             },
             {
@@ -74,17 +98,22 @@ export default defineConfig({
               collapsed: false,
               items: [
                 { text: 'HackerNews', link: '/adapters/browser/hackernews' },
-                { text: 'GitHub', link: '/adapters/browser/github' },
+                { text: 'Dev.to', link: '/adapters/browser/devto' },
+                { text: 'Dictionary', link: '/adapters/browser/dictionary' },
                 { text: 'BBC', link: '/adapters/browser/bbc' },
                 { text: 'Apple Podcasts', link: '/adapters/browser/apple-podcasts' },
                 { text: 'Xiaoyuzhou', link: '/adapters/browser/xiaoyuzhou' },
                 { text: 'Yahoo Finance', link: '/adapters/browser/yahoo-finance' },
                 { text: 'arXiv', link: '/adapters/browser/arxiv' },
+                { text: 'paperreview.ai', link: '/adapters/browser/paperreview' },
                 { text: 'Barchart', link: '/adapters/browser/barchart' },
                 { text: 'Hugging Face', link: '/adapters/browser/hf' },
                 { text: 'Sina Finance', link: '/adapters/browser/sinafinance' },
+                { text: 'Spotify', link: '/adapters/browser/spotify' },
                 { text: 'Stack Overflow', link: '/adapters/browser/stackoverflow' },
                 { text: 'Wikipedia', link: '/adapters/browser/wikipedia' },
+                { text: 'Lobsters', link: '/adapters/browser/lobsters' },
+                { text: 'Steam', link: '/adapters/browser/steam' },
               ],
             },
             {
@@ -98,9 +127,7 @@ export default defineConfig({
                 { text: 'ChatWise', link: '/adapters/desktop/chatwise' },
                 { text: 'Notion', link: '/adapters/desktop/notion' },
                 { text: 'Discord', link: '/adapters/desktop/discord' },
-                { text: 'Feishu', link: '/adapters/desktop/feishu' },
-                { text: 'WeChat', link: '/adapters/desktop/wechat' },
-                { text: 'NeteaseMusic', link: '/adapters/desktop/neteasemusic' },
+                { text: 'Doubao App', link: '/adapters/desktop/doubao-app' },
               ],
             },
           ],
@@ -150,6 +177,8 @@ export default defineConfig({
                 { text: '快速开始', link: '/zh/guide/getting-started' },
                 { text: '安装', link: '/zh/guide/installation' },
                 { text: 'Browser Bridge', link: '/zh/guide/browser-bridge' },
+                { text: '给新 Electron 应用生成 CLI', link: '/zh/guide/electron-app-cli' },
+                { text: '插件', link: '/zh/guide/plugins' },
               ],
             },
           ],

docs/adapters-doc/ones.md

@@ -0,0 +1,32 @@
+# ONES 项目管理平台（OpenCLI）
+
+基于官方 [ONES Project API](https://developer.ones.cn/zh-CN/docs/api/readme/)，经 **Chrome + Browser Bridge** 在页面里 `fetch`（`credentials: 'include'`）。
+
+## 环境变量
+
+| 变量 | 必填 | 说明 |
+|------|------|------|
+| `ONES_BASE_URL` | 是 | 与 Chrome 中访问的 ONES 根 URL 一致 |
+| `ONES_USER_ID` / `ONES_AUTH_TOKEN` | 视部署 | 若接口强制要文档中的 Header，再设置（可先只依赖浏览器登录） |
+| `ONES_EMAIL` / `ONES_PHONE` / `ONES_PASSWORD` | 否 | 供 `ones login` 脚本化 |
+
+## 命令
+
+```bash
+export ONES_BASE_URL=https://your-host
+# 安装扩展，Chrome 已登录 ONES
+
+opencli ones me
+opencli ones token-info              # teams column includes name(uuid), useful for tasks
+opencli ones tasks <teamUUID> --limit 20 --project <optional>
+opencli ones my-tasks <teamUUID> --limit 100              # default assignee=self
+opencli ones my-tasks <teamUUID> --mode field004         # deployments using field004 as assignee
+opencli ones my-tasks <teamUUID> --mode both             # assignee OR creator
+opencli ones task <taskUUID> --team <teamUUID>           # single task (URL .../task/<uuid>)
+opencli ones worklog <taskUUID> 2 --team <teamUUID>      # log hours for today
+opencli ones worklog <taskUUID> 1 --team <teamUUID> --date 2026-03-01  # backfill
+opencli ones login --email you@corp.com --password '***'   # optional; stderr prints header export hints
+opencli ones logout
+```
+
+更完整的说明见 [docs/adapters/browser/ones.md](../adapters/browser/ones.md)。

docs/adapters/browser/36kr.md

@@ -0,0 +1,47 @@
+# 36kr (36氪)
+
+**Mode**: 🌐 Public / 🔐 Browser · **Domain**: `36kr.com`
+
+## Commands
+
+| Command | Description |
+|---------|-------------|
+| `opencli 36kr hot` | 36氪热榜 — trending articles |
+| `opencli 36kr news` | Latest tech/startup news from 36kr |
+| `opencli 36kr search <query>` | Search 36kr articles |
+| `opencli 36kr article <id-or-url>` | Read full article content |
+
+## Usage Examples
+
+```bash
+# Trending articles
+opencli 36kr hot --limit 10
+
+# Hot by type
+opencli 36kr hot --type renqi --limit 10
+opencli 36kr hot --type zonghe --limit 10
+
+# Latest news
+opencli 36kr news --limit 20
+
+# Search articles
+opencli 36kr search "AI" --limit 10
+opencli 36kr search "OpenAI" --limit 5
+
+# Read full article (by ID or URL)
+opencli 36kr article 3000000123456
+opencli 36kr article https://36kr.com/p/3000000123456
+
+# JSON output
+opencli 36kr hot -f json
+```
+
+## Notes
+
+- `news` uses the public RSS feed and works without Browser Bridge.
+- `hot`, `search`, and `article` use Browser Bridge and are best run with Chrome open.
+- `hot --type` accepts `catalog`, `renqi`, `zonghe`, and `shoucang`.
+
+## Prerequisites
+
+- No browser required — uses public API

docs/adapters/browser/amazon.md

@@ -0,0 +1,53 @@
+# Amazon
+
+**Mode**: 🔐 Browser · **Domain**: `amazon.com`
+
+## Commands
+
+| Command | Description |
+|---------|-------------|
+| `opencli amazon bestsellers [<best-sellers-url>]` | Read Amazon Best Sellers pages for ranked candidate discovery |
+| `opencli amazon search "<query>"` | Read Amazon search results for coarse filtering |
+| `opencli amazon product <asin-or-url>` | Read a product page with title, price, rating, breadcrumbs, and bullets |
+| `opencli amazon offer <asin-or-url>` | Read seller / fulfillment / buy-box facts from the product page |
+| `opencli amazon discussion <asin-or-url>` | Read review summary and sample customer reviews |
+
+## Usage Examples
+
+```bash
+# Root Best Sellers page
+opencli amazon bestsellers https://www.amazon.com/Best-Sellers/zgbs --limit 10 -f json
+
+# Category-specific Best Sellers page
+opencli amazon bestsellers "<category-best-sellers-url>" --limit 50 -f json
+
+# Search products
+opencli amazon search "desk shelf organizer" --limit 20 -f json
+
+# Validate one product
+opencli amazon product B0FJS72893 -f json
+
+# Validate seller / offer facts
+opencli amazon offer B0FJS72893 -f json
+
+# Read review summary + samples
+opencli amazon discussion B0FJS72893 --limit 5 -f json
+```
+
+## Prerequisites
+
+- Chrome running with an active `amazon.com` session in the shared profile
+- [Browser Bridge extension](/guide/browser-bridge) installed
+
+## Notes
+
+- This adapter only returns fields visible on public Amazon pages.
+- `bestsellers` and `search` are for candidate discovery; `product`, `offer`, and `discussion` are the validation surfaces.
+- `offer` is the right surface for `sold_by`, `ships_from`, and Amazon-retail exclusion.
+- `discussion` may return review data even when Q&A is absent. Missing Q&A is a normal outcome, not an error.
+
+## Troubleshooting
+
+- If Amazon shows a robot-check page, clear it in Chrome and retry.
+- If CDP is attached to the wrong tab, retry with `OPENCLI_CDP_TARGET=amazon.com`.
+- Avoid running multiple Amazon browser commands in parallel against the same shared Chrome target.

docs/adapters/browser/arxiv.md

@@ -13,13 +13,13 @@
 
 ```bash
 # Search for papers
-opencli arxiv search --query "transformer attention" --limit 10
+opencli arxiv search "transformer attention" --limit 10
 
 # Get paper details by arXiv ID
-opencli arxiv paper --id 2301.00001
+opencli arxiv paper 2301.00001
 
 # JSON output
-opencli arxiv search --query "LLM" -f json
+opencli arxiv search "LLM" -f json
 ```
 
 ## Prerequisites

docs/adapters/browser/band.md

@@ -0,0 +1,63 @@
+# Band
+
+**Mode**: 🔐 Browser · **Domain**: `www.band.us`
+
+Read posts, comments, and notifications from [Band](https://www.band.us), a private community platform. Authentication uses your logged-in Chrome session (cookie-based).
+
+## Commands
+
+| Command | Description |
+|---------|-------------|
+| `opencli band bands` | List all Bands you belong to |
+| `opencli band posts <band_no>` | List posts from a Band |
+| `opencli band post <band_no> <post_no>` | Export full post content including nested comments |
+| `opencli band mentions` | Show notifications where you were @mentioned |
+
+## Usage Examples
+
+```bash
+# List all your bands (get band_no from here)
+opencli band bands
+
+# List recent posts in a band
+opencli band posts 12345678 --limit 10
+
+# Export a post with comments
+opencli band post 12345678 987654321
+
+# Export post body only (skip comments)
+opencli band post 12345678 987654321 --comments false
+
+# Export post and download attached photos
+opencli band post 12345678 987654321 --output ./band-photos
+
+# Show recent @mention notifications
+opencli band mentions --limit 20
+
+# Show only unread mentions
+opencli band mentions --unread true
+
+# Show all notification types
+opencli band mentions --filter all
+```
+
+### `band mentions` filter options
+
+| Filter | Description |
+|--------|-------------|
+| `mentioned` | Only notifications where you were @mentioned (default) |
+| `all` | All notifications |
+| `post` | Post-related notifications |
+| `comment` | Comment-related notifications |
+
+## Prerequisites
+
+- Chrome running and **logged into** [band.us](https://www.band.us)
+- [Browser Bridge extension](/guide/browser-bridge) installed
+
+## Notes
+
+- `band_no` is the numeric ID in the Band URL: `band.us/band/{band_no}/post`
+- `band bands` lists all your bands with their `band_no` values
+- `band post` output rows: `type=post` (the post itself), `type=comment` (top-level comment), `type=reply` (nested reply)
+- Photo downloads use the full-resolution URL (thumbnail query params are stripped automatically)

docs/adapters/browser/barchart.md

@@ -1,6 +1,6 @@
 # Barchart
 
-**Mode**: 🌐 Public · **Domain**: `barchart.com`
+**Mode**: 🔐 Browser · **Domain**: `barchart.com`
 
 ## Commands
 
@@ -15,13 +15,13 @@
 
 ```bash
 # Get stock quote
-opencli barchart quote --symbol AAPL
+opencli barchart quote AAPL
 
 # View options chain
-opencli barchart options --symbol TSLA
+opencli barchart options TSLA
 
 # Options greeks overview
-opencli barchart greeks --symbol NVDA
+opencli barchart greeks NVDA
 
 # Unusual options flow
 opencli barchart flow --limit 20 -f json
@@ -29,4 +29,5 @@ opencli barchart flow --limit 20 -f json
 
 ## Prerequisites
 
-- No browser required — uses public API
+- Chrome running and able to open `barchart.com`
+- [Browser Bridge extension](/guide/browser-bridge) installed

docs/adapters/browser/bilibili.md

@@ -25,6 +25,15 @@
 # Quick start
 opencli bilibili hot --limit 5
 
+# Search videos
+opencli bilibili search 黑神话 --limit 10
+
+# Read one creator's videos
+opencli bilibili user-videos 2 --limit 10
+
+# Fetch subtitles
+opencli bilibili subtitle BV1xx411c7mD --lang zh-CN
+
 # JSON output
 opencli bilibili hot -f json
 

docs/adapters/browser/bluesky.md

@@ -0,0 +1,53 @@
+# Bluesky
+
+**Mode**: 🌐 Public · **Domain**: `bsky.app`
+
+## Commands
+
+| Command | Description |
+|---------|-------------|
+| `opencli bluesky profile` | User profile info |
+| `opencli bluesky user` | Recent posts from a user |
+| `opencli bluesky trending` | Trending topics |
+| `opencli bluesky search` | Search users |
+| `opencli bluesky feeds` | Popular feed generators |
+| `opencli bluesky followers` | User's followers |
+| `opencli bluesky following` | Accounts a user follows |
+| `opencli bluesky thread` | Post thread with replies |
+| `opencli bluesky starter-packs` | User's starter packs |
+
+## Usage Examples
+
+```bash
+# User profile
+opencli bluesky profile --handle bsky.app
+
+# Recent posts
+opencli bluesky user --handle bsky.app --limit 10
+
+# Trending topics
+opencli bluesky trending --limit 10
+
+# Search users
+opencli bluesky search --query "AI" --limit 10
+
+# Popular feeds
+opencli bluesky feeds --limit 10
+
+# Followers / following
+opencli bluesky followers --handle bsky.app --limit 10
+opencli bluesky following --handle bsky.app
+
+# Post thread with replies
+opencli bluesky thread --uri "at://did:.../app.bsky.feed.post/..."
+
+# Starter packs
+opencli bluesky starter-packs --handle bsky.app
+
+# JSON output
+opencli bluesky profile --handle bsky.app -f json
+```
+
+## Prerequisites
+
+None — all commands use the public Bluesky AT Protocol API, no browser or login required.

docs/adapters/browser/devto.md

@@ -0,0 +1,35 @@
+# Dev.to
+
+**Mode**: 🌐 Public · **Domain**: `dev.to`
+
+Fetch the latest and greatest developer articles from the DEV community without needing an API key.
+
+## Commands
+
+| Command | Description |
+|---------|-------------|
+| `opencli devto top` | Top DEV.to articles of the day |
+| `opencli devto tag` | Latest articles for a specific tag |
+| `opencli devto user` | Recent articles from a specific user |
+
+## Usage Examples
+
+```bash
+# Top articles today
+opencli devto top --limit 5
+
+# Articles by tag (positional argument)
+opencli devto tag javascript
+opencli devto tag python --limit 20
+
+# Articles by a specific author
+opencli devto user ben
+opencli devto user thepracticaldev --limit 5
+
+# JSON output
+opencli devto top -f json
+```
+
+## Prerequisites
+
+- No browser required — uses the public DEV.to API

docs/adapters/browser/dictionary.md

@@ -0,0 +1,27 @@
+# Dictionary
+
+**Mode**: 🌐 Public · **Domain**: `api.dictionaryapi.dev`
+
+Search the open dictionary to quickly fetch native definitions, part of speech contexts, and phonetic pronunciations directly in your IDE terminal.
+
+## Commands
+
+| Command | Description |
+|---------|-------------|
+| `opencli dictionary search` | Fetch the exact definition of a word |
+| `opencli dictionary synonyms` | Find related synonyms for a word |
+| `opencli dictionary examples` | Read real-world sentence usage examples |
+
+## Usage Examples
+
+```bash
+# Look up a complex term
+opencli dictionary search serendipity
+
+# Discover phonetics
+opencli dictionary search ephemeral
+```
+
+## Prerequisites
+
+- No browser required — utilizes the fast, open JSON definitions API.

docs/adapters/browser/douban.md

@@ -0,0 +1,62 @@
+# 豆瓣 (Douban)
+
+**Mode**: 🔐 Browser (Cookie) · **Domain**: `douban.com`
+
+## Commands
+
+| Command | Description |
+|---------|-------------|
+| `opencli douban search` | 搜索豆瓣电影、图书或音乐 |
+| `opencli douban top250` | 豆瓣电影 Top 250 |
+| `opencli douban subject` | 条目详情 |
+| `opencli douban photos` | 获取电影海报/剧照图片列表 |
+| `opencli douban download` | 下载电影海报/剧照图片 |
+| `opencli douban marks` | 我的标记 |
+| `opencli douban reviews` | 我的短评 |
+| `opencli douban movie-hot` | 豆瓣电影热门榜单 |
+| `opencli douban book-hot` | 豆瓣图书热门榜单 |
+
+## Usage Examples
+
+```bash
+# 搜索电影
+opencli douban search "流浪地球"
+
+# 搜索图书
+opencli douban search --type book "三体"
+
+# 搜索音乐
+opencli douban search --type music "周杰伦"
+
+# 电影 Top 250
+opencli douban top250 --limit 10
+
+# 条目详情
+opencli douban subject 1292052
+
+# 获取海报直链（默认 type=Rb）
+opencli douban photos 30382501 --limit 20
+
+# 下载海报到本地目录
+opencli douban download 30382501 --output ./douban
+
+# 只下载指定 photo_id 的一张图
+opencli douban download 30382501 --photo-id 2913621075 --output ./douban
+
+# 返回 JSON，便于上层界面直接渲染图片并右键取图
+opencli douban photos 30382501 -f json
+
+# 电影热门
+opencli douban movie-hot --limit 10
+
+# 图书热门
+opencli douban book-hot --limit 10
+
+# JSON output
+opencli douban top250 -f json
+```
+
+## Prerequisites
+
+- Chrome logged into `douban.com`
+- Browser Bridge extension installed

docs/adapters/browser/doubao.md

@@ -0,0 +1,35 @@
+# doubao
+
+Browser adapter for [Doubao Chat](https://www.doubao.com/chat).
+
+## Commands
+
+| Command | Description |
+|---------|-------------|
+| `opencli doubao status` | Check whether the page is reachable and whether Doubao appears logged in |
+| `opencli doubao new` | Start a new Doubao conversation |
+| `opencli doubao send "..."` | Send a message to the current Doubao chat |
+| `opencli doubao read` | Read the visible Doubao conversation |
+| `opencli doubao ask "..."` | Send a prompt and wait for a reply |
+
+## Prerequisites
+
+- Chrome is running
+- You are already logged into [doubao.com](https://www.doubao.com/)
+- Playwright MCP Bridge / browser bridge is configured for OpenCLI
+
+## Examples
+
+```bash
+opencli doubao status
+opencli doubao new
+opencli doubao send "帮我总结这段文档"
+opencli doubao read
+opencli doubao ask "请写一个 Python 快速排序示例" --timeout 90
+```
+
+## Notes
+
+- The adapter targets the web chat page at `https://www.doubao.com/chat`
+- `new` first tries the visible "New Chat / 新对话" button, then falls back to the new-thread route
+- `ask` uses DOM polling, so very long generations may need a larger `--timeout`

docs/adapters/browser/douyin.md

@@ -0,0 +1,75 @@
+# Douyin (抖音创作者中心)
+
+**Mode**: 🔐 Browser · **Domain**: `creator.douyin.com`
+
+## Commands
+
+| Command | Description |
+|---------|-------------|
+| `opencli douyin profile` | 获取账号信息 |
+| `opencli douyin videos` | 获取作品列表 |
+| `opencli douyin drafts` | 获取草稿列表 |
+| `opencli douyin draft` | 上传视频并保存为草稿 |
+| `opencli douyin publish` | 定时发布视频到抖音 |
+| `opencli douyin update` | 更新视频信息 |
+| `opencli douyin delete` | 删除作品 |
+| `opencli douyin stats` | 查询作品数据分析 |
+| `opencli douyin collections` | 获取合集列表 |
+| `opencli douyin activities` | 获取官方活动列表 |
+| `opencli douyin location` | 搜索发布可用的地理位置 |
+| `opencli douyin hashtag search` | 按关键词搜索话题 |
+| `opencli douyin hashtag suggest` | 基于封面 URI 推荐话题 |
+| `opencli douyin hashtag hot` | 获取热点词 |
+
+## Usage Examples
+
+```bash
+# 账号与作品
+opencli douyin profile
+opencli douyin videos --limit 10
+opencli douyin videos --status scheduled
+opencli douyin drafts
+
+# 发布前辅助信息
+opencli douyin collections
+opencli douyin activities
+opencli douyin location "东京塔"
+opencli douyin hashtag search "春游"
+opencli douyin hashtag hot --limit 10
+
+# 保存草稿
+opencli douyin draft ./video.mp4 \
+  --title "春游 vlog" \
+  --caption "#春游 先存草稿"
+
+# 定时发布
+opencli douyin publish ./video.mp4 \
+  --title "春游 vlog" \
+  --caption "#春游 今天去看樱花" \
+  --schedule "2026-04-08T12:00:00+09:00"
+
+# 也支持 Unix 秒字符串
+opencli douyin publish ./video.mp4 \
+  --title "春游 vlog" \
+  --schedule 1775617200
+
+# 更新与删除
+opencli douyin update 1234567890 --caption "更新后的文案"
+opencli douyin update 1234567890 --reschedule "2026-04-09T20:00:00+09:00"
+opencli douyin delete 1234567890
+
+# JSON 输出
+opencli douyin profile -f json
+```
+
+## Prerequisites
+
+- Chrome running and **logged into** `creator.douyin.com`
+- The logged-in account must have access to Douyin Creator Center publishing features
+- [Browser Bridge extension](/guide/browser-bridge) installed
+
+## Notes
+
+- `publish` requires `--schedule` to be at least 2 hours later and no more than 14 days later
+- `draft` and `publish` upload the video through Douyin/ByteDance browser-authenticated APIs, so cookies in the active browser session must be valid
+- `hashtag suggest` expects a valid `cover`/`cover_uri` value produced during the publish pipeline; for normal manual use, `hashtag search` and `hashtag hot` are usually more convenient

docs/adapters/browser/facebook.md

@@ -0,0 +1,36 @@
+# Facebook
+
+**Mode**: 🔐 Browser · **Domain**: `facebook.com`
+
+## Commands
+
+| Command | Description |
+|---------|-------------|
+| `opencli facebook profile` | Get user/page profile info |
+| `opencli facebook notifications` | Get recent notifications |
+| `opencli facebook feed` | Get news feed posts |
+| `opencli facebook search` | Search people, pages, posts |
+
+## Usage Examples
+
+```bash
+# View a profile
+opencli facebook profile zuck
+
+# Get notifications
+opencli facebook notifications --limit 10
+
+# News feed
+opencli facebook feed --limit 5
+
+# Search
+opencli facebook search "OpenAI" --limit 5
+
+# JSON output
+opencli facebook profile zuck -f json
+```
+
+## Prerequisites
+
+- Chrome running and **logged into** facebook.com
+- [Browser Bridge extension](/guide/browser-bridge) installed

docs/adapters/browser/gemini.md

@@ -0,0 +1,72 @@
+# Gemini
+
+**Mode**: 🔐 Browser · **Domain**: `gemini.google.com`
+
+## Commands
+
+| Command | Description |
+|---------|-------------|
+| `opencli gemini new` | Start a new Gemini web chat |
+| `opencli gemini ask <prompt>` | Send a prompt and return only the assistant reply |
+| `opencli gemini image <prompt>` | Generate images in Gemini and optionally save them locally |
+
+## Usage Examples
+
+```bash
+# Start a fresh chat
+opencli gemini new
+
+# Ask Gemini and return minimal plain-text output
+opencli gemini ask "Reply with exactly: HELLO"
+
+# Ask in a new chat and wait longer
+opencli gemini ask "Summarize this design in 3 bullets" --new true --timeout 90
+
+# Generate an icon image with short flags
+opencli gemini image "Generate a tiny cyan moon icon" --rt 1:1 --st icon
+
+# Only generate in Gemini and print the page link without downloading files
+opencli gemini image "A watercolor sunset over a lake" --sd true
+
+# Save generated images to a custom directory
+opencli gemini image "A flat illustration of a robot" --op ~/tmp/gemini-images
+```
+
+## Options
+
+### `ask`
+
+| Option | Description |
+|--------|-------------|
+| `prompt` | Prompt to send (required positional argument) |
+| `--timeout` | Max seconds to wait for a reply (default: `60`) |
+| `--new` | Start a new chat before sending (default: `false`) |
+
+### `image`
+
+| Option | Description |
+|--------|-------------|
+| `prompt` | Image prompt to send (required positional argument) |
+| `--rt` | Aspect ratio shorthand: `1:1`, `16:9`, `9:16`, `4:3`, `3:4`, `3:2`, `2:3` |
+| `--st` | Optional style shorthand, e.g. `icon`, `anime`, `watercolor` |
+| `--op` | Output directory for downloaded images (default: `~/tmp/gemini-images`) |
+| `--sd` | Skip download and only print the Gemini page link |
+
+## Behavior
+
+- `ask` uses plain minimal output and returns only the assistant response text prefixed with `💬`.
+- `image` also uses plain output and prints `status / file / link` instead of a table.
+- `image` always starts from a fresh Gemini chat before sending the prompt.
+- When `--sd` is enabled, `image` keeps the generation in Gemini and only prints the conversation link.
+
+## Prerequisites
+
+- Chrome is running
+- You are already logged into `gemini.google.com`
+- [Browser Bridge extension](/guide/browser-bridge) is installed
+
+## Caveats
+
+- This adapter drives the Gemini consumer web UI, not a public API.
+- It depends on the current browser session and may fail if Gemini shows login, consent, challenge, quota, or other gating UI.
+- DOM or product changes on Gemini can break composer detection, new-chat handling, or image export behavior.

docs/adapters/browser/github.md

@@ -1,26 +0,0 @@
-# GitHub
-
-**Mode**: 🌐 Public · **Domain**: `github.com`
-
-## Commands
-
-| Command | Description |
-|---------|-------------|
-| `opencli github search` | |
-
-## Usage Examples
-
-```bash
-# Quick start
-opencli github search --limit 5
-
-# JSON output
-opencli github search -f json
-
-# Verbose mode
-opencli github search -v
-```
-
-## Prerequisites
-
-- No browser required — uses public API

docs/adapters/browser/google.md

@@ -0,0 +1,62 @@
+# Google
+
+**Mode**: 🌐 / 🔐 Mixed · **Domains**: `google.com`, `suggestqueries.google.com`, `news.google.com`, `trends.google.com`
+
+## Commands
+
+| Command | Description |
+|---------|-------------|
+| `opencli google search <keyword>` | Search Google and extract results from the page |
+| `opencli google suggest <keyword>` | Get Google search suggestions |
+| `opencli google news [keyword]` | Get Google News headlines (top stories or search) |
+| `opencli google trends` | Get Google Trends daily trending searches |
+
+## What works today
+
+- Public API commands work without a browser:
+  - `suggest` — JSON API, no auth needed
+  - `news` — RSS feed, supports top stories and keyword search
+  - `trends` — RSS feed, supports different regions
+- `google search` uses browser mode to extract results from google.com.
+
+## Current limitations
+
+- `google search` may trigger CAPTCHA in Standalone browser mode. Extension mode (with an established Chrome session) is more reliable.
+- Google frequently changes its DOM structure. If `search` stops returning results, selectors may need updating.
+- Snippet extraction may return empty for some results depending on Google's layout.
+
+## Usage Examples
+
+```bash
+# Search Google
+opencli google search "typescript tutorial" --limit 10
+
+# Get search suggestions
+opencli google suggest python
+
+# Get top news headlines
+opencli google news --limit 5
+
+# Search news for a topic
+opencli google news "artificial intelligence" --limit 10 --lang en --region US
+
+# Get trending searches in Japan
+opencli google trends --region JP --limit 10
+
+# Output as JSON
+opencli google search "machine learning" -f json
+```
+
+## Prerequisites
+
+- `suggest`, `news`, `trends` do not require Chrome.
+- `search` requires:
+  - Chrome running (or Standalone mode will auto-launch)
+  - For best results, use the [Browser Bridge extension](/guide/browser-bridge) with an established Google session
+
+## Notes
+
+- `suggest` defaults to `--lang zh-CN`; other commands default to `--lang en`.
+- `news` supports `--lang` and `--region` parameters for localized results.
+- `trends` traffic values are raw strings (e.g. "500K+", "1,000,000+"), not numeric.
+- `search` output includes three result types: `result` (standard), `snippet` (featured answer box), and `paa` (People Also Ask).

docs/adapters/browser/grok.md

@@ -1,24 +1,28 @@
 # Grok
 
-**Mode**: 🔐 Browser · **Domain**: `grok.com`
+**Mode**: Default Grok adapter + optional explicit consumer web path · **Domain**: `grok.com`
 
 ## Commands
 
 | Command | Description |
 |---------|-------------|
-| `opencli grok ask` | Send a message to Grok and get response |
+| `opencli grok ask` | Keep the default Grok ask behavior |
+| `opencli grok ask --web` | Use the explicit grok.com consumer web UI flow |
 
 ## Usage Examples
 
 ```bash
-# Ask Grok a question
+# Default / compatibility path
 opencli grok ask --prompt "Explain quantum computing in simple terms"
 
-# Start a new chat session
-opencli grok ask --prompt "Hello" --new
+# Explicit consumer web path
+opencli grok ask --prompt "Explain quantum computing in simple terms" --web
+
+# Best-effort fresh chat on the consumer web path
+opencli grok ask --prompt "Hello" --web --new
 
 # Set custom timeout (default: 120s)
-opencli grok ask --prompt "Write a long essay" --timeout 180
+opencli grok ask --prompt "Write a long essay" --web --timeout 180
 ```
 
 ### Options
@@ -27,9 +31,23 @@ opencli grok ask --prompt "Write a long essay" --timeout 180
 |--------|-------------|
 | `--prompt` | The message to send (required) |
 | `--timeout` | Wait timeout in seconds (default: 120) |
-| `--new` | Start a new chat session (default: false) |
+| `--new` | Start a new chat before sending (default: false) |
+| `--web` | Opt into the explicit grok.com consumer web flow (default: false) |
+
+## Behavior
+
+- `opencli grok ask` keeps the upstream/default behavior intact.
+- `opencli grok ask --web` switches to the newer hardened consumer-web implementation.
+- The `--web` path adds stricter composer detection, clearer blocked/session-gated hints, and waits for a stabilized assistant bubble before returning.
 
 ## Prerequisites
 
-- Chrome running and **logged into** grok.com
+- The Grok adapter still depends on browser-backed access to `grok.com`
+- For `--web`, Chrome should already be running with an authenticated Grok consumer session
 - [Browser Bridge extension](/guide/browser-bridge) installed
+
+## Caveats
+
+- `--web` drives the Grok consumer web UI in the browser, not an API.
+- It depends on an already-authenticated session and can fail if Grok shows login, challenge, rate-limit, or other session-gating UI.
+- It may break when the Grok composer DOM, submit button behavior, or message bubble structure changes.

docs/adapters/browser/hackernews.md

@@ -6,19 +6,35 @@
 
 | Command | Description |
 |---------|-------------|
-| `opencli hackernews top` | |
+| `opencli hackernews top` | Hacker News top stories |
+| `opencli hackernews new` | Hacker News newest stories |
+| `opencli hackernews best` | Hacker News best stories |
+| `opencli hackernews ask` | Hacker News Ask HN posts |
+| `opencli hackernews show` | Hacker News Show HN posts |
+| `opencli hackernews jobs` | Hacker News job postings |
+| `opencli hackernews search <query>` | Search Hacker News stories |
+| `opencli hackernews user <username>` | Hacker News user profile |
 
 ## Usage Examples
 
 ```bash
-# Quick start
+# Top stories
 opencli hackernews top --limit 5
 
+# Newest stories
+opencli hackernews new --limit 10
+
+# Search stories
+opencli hackernews search "machine learning" --limit 5
+
+# User profile
+opencli hackernews user pg
+
 # JSON output
 opencli hackernews top -f json
 
-# Verbose mode
-opencli hackernews top -v
+# Sort search by date
+opencli hackernews search "rust" --sort date
 ```
 
 ## Prerequisites

docs/adapters/browser/imdb.md

@@ -0,0 +1,47 @@
+# IMDb
+
+**Mode**: 🌐 Public (Browser) · **Domain**: `www.imdb.com`
+
+## Commands
+
+| Command | Description |
+|---------|-------------|
+| `opencli imdb search` | Search movies, TV shows, and people |
+| `opencli imdb title` | Get movie or TV show details |
+| `opencli imdb top` | IMDb Top 250 Movies |
+| `opencli imdb trending` | IMDb Most Popular Movies |
+| `opencli imdb person` | Get actor or director info |
+| `opencli imdb reviews` | Get user reviews for a title |
+
+## Usage Examples
+
+```bash
+# Search for a movie
+opencli imdb search "inception" --limit 10
+
+# Get movie details
+opencli imdb title tt1375666
+
+# Get TV series details (also accepts full URL)
+opencli imdb title "https://www.imdb.com/title/tt0903747/"
+
+# Top 250 movies
+opencli imdb top --limit 20
+
+# Currently trending movies
+opencli imdb trending --limit 10
+
+# Actor/director info with filmography
+opencli imdb person nm0634240 --limit 5
+
+# User reviews
+opencli imdb reviews tt1375666 --limit 5
+
+# JSON output
+opencli imdb top --limit 5 -f json
+```
+
+## Prerequisites
+
+- Chrome with Browser Bridge extension installed
+- No login required (all data is public)

docs/adapters/browser/instagram.md

@@ -0,0 +1,46 @@
+# Instagram
+
+**Mode**: 🔐 Browser · **Domain**: `instagram.com`
+
+## Commands
+
+| Command | Description |
+|---------|-------------|
+| `opencli instagram profile` | Get user profile info |
+| `opencli instagram search` | Search users |
+| `opencli instagram user` | Get recent posts from a user |
+| `opencli instagram explore` | Discover trending posts |
+| `opencli instagram followers` | List user's followers |
+| `opencli instagram following` | List user's following |
+| `opencli instagram saved` | Get your saved posts |
+
+## Usage Examples
+
+```bash
+# View a user's profile
+opencli instagram profile nasa
+
+# Search users
+opencli instagram search nasa --limit 5
+
+# View a user's recent posts
+opencli instagram user nasa --limit 10
+
+# Discover trending posts
+opencli instagram explore --limit 20
+
+# List followers/following
+opencli instagram followers nasa --limit 20
+opencli instagram following nasa --limit 20
+
+# Get your saved posts
+opencli instagram saved --limit 10
+
+# JSON output
+opencli instagram profile nasa -f json
+```
+
+## Prerequisites
+
+- Chrome running and **logged into** instagram.com
+- [Browser Bridge extension](/guide/browser-bridge) installed

docs/adapters/browser/jd.md

@@ -0,0 +1,27 @@
+# JD.com
+
+**Mode**: 🔐 Browser · **Domain**: `item.jd.com`
+
+## Commands
+
+| Command | Description |
+|---------|-------------|
+| `opencli jd item <sku>` | Fetch product details (price, shop, specs, AVIF images) |
+
+## Usage Examples
+
+```bash
+# Get product details by SKU
+opencli jd item 100291143898
+
+# Limit returned AVIF images
+opencli jd item 100291143898 --images 5
+
+# JSON output
+opencli jd item 100291143898 -f json
+```
+
+## Prerequisites
+
+- Chrome running and **logged into** jd.com
+- [Browser Bridge extension](/guide/browser-bridge) installed

docs/adapters/browser/jike.md

@@ -24,16 +24,16 @@
 opencli jike feed --limit 10
 
 # Search posts
-opencli jike search --query "AI" --limit 20
+opencli jike search "AI" --limit 20
 
 # View post details and comments
-opencli jike post --id <post-id>
+opencli jike post <post-id>
 
 # Create a new post
 opencli jike create --content "Hello Jike!"
 
 # Like a post
-opencli jike like --id <post-id>
+opencli jike like <post-id>
 
 # JSON output
 opencli jike feed -f json

docs/adapters/browser/linkedin.md

@@ -7,6 +7,7 @@
 | Command | Description |
 |---------|-------------|
 | `opencli linkedin search` | |
+| `opencli linkedin timeline` | Read posts from your LinkedIn home feed |
 
 ## Usage Examples
 
@@ -14,9 +15,14 @@
 # Quick start
 opencli linkedin search --limit 5
 
+# Read your home timeline
+opencli linkedin timeline --limit 5
+
 # JSON output
 opencli linkedin search -f json
 
+opencli linkedin timeline -f json
+
 # Verbose mode
 opencli linkedin search -v
 ```

docs/adapters/browser/linux-do.md

@@ -6,37 +6,198 @@
 
 | Command | Description |
 |---------|-------------|
-| `opencli linux-do hot` | 热门话题 |
-| `opencli linux-do latest` | 最新话题 |
-| `opencli linux-do categories` | 板块列表 |
-| `opencli linux-do category` | 板块话题 |
-| `opencli linux-do search` | 搜索话题 |
-| `opencli linux-do topic` | 话题详情 |
+| `opencli linux-do feed` | Browse topics (site-wide, by tag, or by category) |
+| `opencli linux-do categories` | List all categories |
+| `opencli linux-do tags` | List popular tags |
+| `opencli linux-do search <query>` | Search topics |
+| `opencli linux-do topic <id>` | View topic posts |
+| `opencli linux-do user-topics <username>` | Topics created by a user |
+| `opencli linux-do user-posts <username>` | Replies posted by a user |
 
-## Usage Examples
+## feed
+
+Browse topic listings. Defaults to latest topics when called with no arguments.
+
+- Supports filtering by `--tag`, `--category`, or both
+- `--tag` accepts tag name, slug, or ID
+- `--category` accepts category name, slug, ID, or `Parent / Child` path for sub-categories
+- Use `--view` to switch between latest / hot / top
+
+### Basic
 
 ```bash
-# Hot topics this week
-opencli linux-do hot --limit 20
+# Latest topics (default)
+opencli linux-do feed
 
-# Hot topics by period
-opencli linux-do hot --period daily
-opencli linux-do hot --period monthly
+# Hot topics
+opencli linux-do feed --view hot
 
-# Latest topics
-opencli linux-do latest --limit 10
+# Top topics — default period is weekly
+opencli linux-do feed --view top
+opencli linux-do feed --view top --period daily
+opencli linux-do feed --view top --period monthly
 
-# List all categories
-opencli linux-do categories
+# Sort by views descending
+opencli linux-do feed --order views
 
-# Search topics
-opencli linux-do search --query "NixOS"
+# Sort by created time ascending
+opencli linux-do feed --order created --ascending
 
-# View topic details
-opencli linux-do topic --id 12345
+# Limit results
+opencli linux-do feed --limit 10
 
 # JSON output
-opencli linux-do hot -f json
+opencli linux-do feed -f json
+```
+
+### Filter by tag
+
+```bash
+# By tag name, slug, or ID — all equivalent
+opencli linux-do feed --tag "ChatGPT"
+opencli linux-do feed --tag chatgpt
+opencli linux-do feed --tag 3
+
+# Tag + hot view
+opencli linux-do feed --tag "ChatGPT" --view hot
+
+# Tag + top view with period
+opencli linux-do feed --tag "OpenAI" --view top --period monthly
+```
+
+### Filter by category
+
+Supports both top-level and sub-categories. Sub-categories auto-resolve their parent path.
+
+```bash
+# Top-level category — name, slug, or ID
+opencli linux-do feed --category "开发调优"
+opencli linux-do feed --category develop
+opencli linux-do feed --category 4
+
+# Sub-category
+opencli linux-do feed --category "开发调优 / Lv1"
+opencli linux-do feed --category "网盘资源"
+
+# Category + hot / top view
+opencli linux-do feed --category "开发调优" --view hot
+opencli linux-do feed --category "开发调优" --view top --period weekly
+```
+
+### Category + tag
+
+Combine `--category` and `--tag` to narrow results within a category.
+
+```bash
+opencli linux-do feed --category "开发调优" --tag "ChatGPT"
+opencli linux-do feed --category "网盘资源" --tag "OpenAI"
+opencli linux-do feed --category 94 --tag 4 --view top --period monthly
+```
+
+### Parameters
+
+| Parameter | Description | Default |
+|-----------|-------------|---------|
+| `--view V` | `latest`, `hot`, `top` | `latest` |
+| `--tag VALUE` | Tag name, slug, or ID | — |
+| `--category VALUE` | Category name, slug, or ID | — |
+| `--limit N` | Number of results | `20` |
+| `--order O` | `default`, `created`, `activity`, `views`, `posts`, `category`, `likes`, `op_likes`, `posters` | `default` |
+| `--ascending` | Sort ascending instead of descending | off |
+| `--period P` | `all`, `daily`, `weekly`, `monthly`, `quarterly`, `yearly` (only with `--view top`) | `weekly` |
+
+Output columns: `title`, `replies`, `created`, `likes`, `views`, `url`
+
+## categories
+
+List forum categories with optional sub-category expansion.
+
+```bash
+opencli linux-do categories
+opencli linux-do categories --subcategories
+opencli linux-do categories --limit 50
+```
+
+When `--subcategories` is enabled, sub-categories are rendered as `Parent / Child` so the `name` value can be copied directly into `opencli linux-do feed --category ...`.
+
+Output columns: `name`, `slug`, `id`, `topics`, `description`
+
+## tags
+
+List tags sorted by usage count.
+
+```bash
+opencli linux-do tags
+opencli linux-do tags --limit 50
+```
+
+Output columns: `rank`, `name`, `count`, `url`
+
+## search
+
+Search topics by keyword.
+
+```bash
+opencli linux-do search "NixOS"
+opencli linux-do search "Docker" --limit 10
+opencli linux-do search "Claude" -f json
+```
+
+Output columns: `rank`, `title`, `views`, `likes`, `replies`, `url`
+
+## topic
+
+View posts within a topic (first page).
+
+```bash
+opencli linux-do topic 1234
+opencli linux-do topic 1234 --limit 50
+opencli linux-do topic 1234 --main_only -f json | jq -r '.[0].content'
+```
+
+Notes:
+- `--main_only` returns only the main post row and keeps the body untruncated
+
+Output columns: `author`, `content`, `likes`, `created_at`
+
+## user-topics
+
+List topics created by a user.
+
+```bash
+opencli linux-do user-topics neo
+opencli linux-do user-topics neo --limit 10
+```
+
+Output columns: `rank`, `title`, `replies`, `created_at`, `likes`, `views`, `url`
+
+## user-posts
+
+List replies posted by a user.
+
+```bash
+opencli linux-do user-posts neo
+opencli linux-do user-posts neo --limit 10
+```
+
+Output columns: `index`, `topic_user`, `topic`, `reply`, `time`, `url`
+
+## Compatibility
+
+The legacy commands below are still available as compatibility wrappers while `feed` becomes the canonical entrypoint:
+
+```bash
+opencli linux-do latest
+opencli linux-do hot --period weekly
+opencli linux-do category develop 4
+```
+
+Preferred modern forms:
+
+```bash
+opencli linux-do feed --view latest
+opencli linux-do feed --view top --period weekly
+opencli linux-do feed --category 4
 ```
 
 ## Prerequisites

docs/adapters/browser/lobsters.md

@@ -0,0 +1,32 @@
+# Lobsters
+
+**Mode**: 🌐 Public · **Domain**: `lobste.rs`
+
+## Commands
+
+| Command | Description |
+|---------|-------------|
+| `opencli lobsters hot` | Hottest stories |
+| `opencli lobsters newest` | Latest stories |
+| `opencli lobsters active` | Most active discussions |
+| `opencli lobsters tag` | Stories by tag |
+
+## Usage Examples
+
+```bash
+# Quick start
+opencli lobsters hot --limit 10
+
+# Filter by tag
+opencli lobsters tag --tag rust --limit 5
+
+# JSON output
+opencli lobsters hot -f json
+
+# Verbose mode
+opencli lobsters hot -v
+```
+
+## Prerequisites
+
+None — all commands use the public JSON API, no browser or login required.

docs/adapters/browser/medium.md

@@ -0,0 +1,32 @@
+# Medium
+
+**Mode**: 🌗 Mixed · **Domain**: `medium.com`
+
+## Commands
+
+| Command | Description |
+|---------|-------------|
+| `opencli medium feed` | Get hot Medium posts, optionally scoped to a topic |
+| `opencli medium search` | Search Medium posts by keyword |
+| `opencli medium user` | Get recent articles by a user |
+
+## Usage Examples
+
+```bash
+# Get the general Medium feed
+opencli medium feed --limit 10
+
+# Search posts by keyword
+opencli medium search ai
+
+# Get articles by a user
+opencli medium user @username
+
+# Topic feed as JSON
+opencli medium feed --topic programming -f json
+```
+
+## Prerequisites
+
+- `opencli medium search` can run without a browser
+- `opencli medium feed` and `opencli medium user` require Browser Bridge access to `medium.com`

docs/adapters/browser/notebooklm.md

@@ -0,0 +1,69 @@
+# NotebookLM
+
+**Mode**: 🔐 Browser Bridge · **Domain**: `notebooklm.google.com`
+
+## Commands
+
+| Command | Description |
+|---------|-------------|
+| `opencli notebooklm status` | Check whether NotebookLM is reachable in the current Chrome session |
+| `opencli notebooklm list` | List notebooks visible from the NotebookLM home page |
+| `opencli notebooklm open <notebook>` | Open one notebook in the NotebookLM automation workspace by id or URL |
+| `opencli notebooklm current` | Show metadata for the currently opened notebook in the automation workspace |
+| `opencli notebooklm get` | Get richer metadata for the current notebook |
+| `opencli notebooklm source-list` | List sources in the current notebook |
+| `opencli notebooklm source-get <source>` | Resolve one source in the current notebook by id or title |
+| `opencli notebooklm source-fulltext <source>` | Fetch extracted source fulltext through NotebookLM RPC |
+| `opencli notebooklm source-guide <source>` | Fetch guide summary and keywords for one source |
+| `opencli notebooklm history` | List conversation history threads for the current notebook |
+| `opencli notebooklm note-list` | List Studio notes visible in the current notebook |
+| `opencli notebooklm notes-get <note>` | Read the currently visible Studio note by title |
+| `opencli notebooklm summary` | Read the current notebook summary |
+
+## Compatibility Aliases
+
+| Alias | Canonical command |
+|-------|-------------------|
+| `opencli notebooklm select <notebook>` | `opencli notebooklm open <notebook>` |
+| `opencli notebooklm metadata` | `opencli notebooklm get` |
+| `opencli notebooklm notes-list` | `opencli notebooklm note-list` |
+
+## Positioning
+
+This adapter reuses the existing OpenCLI Browser Bridge runtime:
+
+- no custom NotebookLM extension
+- no exported cookie replay
+- requests and page state stay in the real Chrome session
+
+The current milestone focuses on a stable NotebookLM read surface in desktop Chrome with an already logged-in Google account.
+
+## Usage Examples
+
+```bash
+opencli notebooklm status
+opencli notebooklm list -f json
+opencli notebooklm open nb-demo -f json
+opencli notebooklm current -f json
+opencli notebooklm metadata -f json
+opencli notebooklm source-list -f json
+opencli notebooklm source-get "Quarterly report" -f json
+opencli notebooklm source-guide "Quarterly report" -f json
+opencli notebooklm source-fulltext "Quarterly report" -f json
+opencli notebooklm history -f json
+opencli notebooklm notes-list -f json
+opencli notebooklm notes-get "Draft note" -f json
+opencli notebooklm summary -f json
+```
+
+## Prerequisites
+
+- Chrome running and logged into Google / NotebookLM
+- [Browser Bridge extension](/guide/browser-bridge) installed
+- NotebookLM accessible in the current browser session
+
+## Notes
+
+- Notebook-oriented commands run in OpenCLI's owned NotebookLM automation workspace/window. Use `opencli notebooklm open <notebook>` first to choose the current notebook for follow-up commands.
+- `list`, `get`, `source-list`, `history`, `source-fulltext`, and `source-guide` prefer NotebookLM RPC paths and fall back only when the richer path is unavailable.
+- `notes-get` currently reads note content only from the visible Studio note editor; if the note is listed but not open, open it in NotebookLM first and then retry.

docs/adapters/browser/ones.md

@@ -0,0 +1,59 @@
+# ONES
+
+**Mode**: 🔐 Browser Bridge · **Domain**: `ones.cn` (self-hosted via `ONES_BASE_URL`)
+
+## Commands
+
+| Command | Description |
+|---------|-------------|
+| `opencli ones login` | Login via Project API (`auth/login`) |
+| `opencli ones me` | Current user profile (`users/me`) |
+| `opencli ones token-info` | Token/user/team summary (`auth/token_info`) |
+| `opencli ones tasks` | Team task list with status/project labels and hours |
+| `opencli ones my-tasks` | My tasks (`assign`/`field004`/`owner`/`both`) |
+| `opencli ones task` | Task detail by UUID (`team/:team/task/:id/info`) |
+| `opencli ones worklog` | Log/backfill hours (GraphQL `addManhour` first, then REST fallbacks) |
+| `opencli ones logout` | Logout (`auth/logout`) |
+
+## Usage Examples
+
+```bash
+# Required: your ONES base URL
+export ONES_BASE_URL=https://your-instance.example.com
+
+# Optional if your deployment requires auth headers
+# export ONES_USER_ID=...
+# export ONES_AUTH_TOKEN=...
+
+# Login/profile
+opencli ones login --email you@company.com --password 'your-password'
+opencli ones me
+opencli ones token-info
+
+# Task lists
+opencli ones tasks <teamUUID> --limit 20
+opencli ones tasks <teamUUID> --project <projectUUID> --assign <userUUID>
+opencli ones my-tasks <teamUUID> --limit 100
+opencli ones my-tasks <teamUUID> --mode both
+
+# Task detail
+opencli ones task <taskUUID> --team <teamUUID>
+
+# Worklog: today / backfill
+opencli ones worklog <taskUUID> 2 --team <teamUUID>
+opencli ones worklog <taskUUID> 1.5 --team <teamUUID> --date 2026-03-23 --note "integration"
+
+opencli ones logout
+```
+
+## Prerequisites
+
+- Chrome running and logged into your ONES instance
+- [Browser Bridge extension](/guide/browser-bridge) installed
+- `ONES_BASE_URL` set to the same origin opened in Chrome
+
+## Notes
+
+- This adapter targets legacy ONES Project API deployments.
+- `ONES_TEAM_UUID` can be set to omit `--team` in `tasks` / `my-tasks` / `task`.
+- Hours display and input use `ONES_MANHOUR_SCALE` (default `100000`).

docs/adapters/browser/paperreview.md

@@ -0,0 +1,43 @@
+# paperreview.ai
+
+**Mode**: 🌐 Public · **Domain**: `paperreview.ai`
+
+## Commands
+
+| Command | Description |
+|---------|-------------|
+| `opencli paperreview submit` | Submit a PDF to paperreview.ai for review |
+| `opencli paperreview review` | Fetch a review by token |
+| `opencli paperreview feedback` | Send feedback on a completed review |
+
+## Usage Examples
+
+```bash
+# Validate a local PDF without uploading it
+opencli paperreview submit ./paper.pdf --email you@example.com --venue RAL --dry-run true
+
+# Request an upload slot but stop before the actual upload
+opencli paperreview submit ./paper.pdf --email you@example.com --venue RAL --prepare-only true
+
+# Submit a paper for review
+opencli paperreview submit ./paper.pdf --email you@example.com --venue RAL -f json
+
+# Check the review status or fetch the final review
+opencli paperreview review tok_123 -f json
+
+# Submit feedback on the review quality
+opencli paperreview feedback tok_123 --helpfulness 4 --critical-error no --actionable-suggestions yes
+```
+
+## Prerequisites
+
+- No browser required — uses public paperreview.ai endpoints
+- The input file must be a local `.pdf`
+- paperreview.ai currently rejects files larger than `10MB`
+- `submit` requires `--email`; `--venue` is optional
+
+## Notes
+
+- `submit` returns both the review token and the review URL when submission succeeds
+- `review` returns `processing` until the paperreview.ai result is ready
+- `feedback` expects `yes` / `no` values for `--critical-error` and `--actionable-suggestions`

docs/adapters/browser/pixiv.md

@@ -0,0 +1,92 @@
+# Pixiv
+
+**Mode**: 🔐 Browser · **Domain**: `www.pixiv.net`
+
+## Commands
+
+| Command | Description |
+|---------|-------------|
+| `opencli pixiv ranking` | Daily/weekly/monthly illustration rankings |
+| `opencli pixiv search <query>` | Search illustrations by keyword or tag |
+| `opencli pixiv user <uid>` | View artist profile info |
+| `opencli pixiv illusts <user-id>` | List illustrations by artist |
+| `opencli pixiv detail <id>` | View illustration details |
+| `opencli pixiv download <illust-id>` | Download original-quality images |
+
+## Usage Examples
+
+### Ranking
+
+```bash
+# Daily rankings (default)
+opencli pixiv ranking --limit 10
+
+# Weekly / monthly rankings
+opencli pixiv ranking --mode weekly
+opencli pixiv ranking --mode monthly
+
+# R18 rankings
+opencli pixiv ranking --mode daily_r18
+opencli pixiv ranking --mode weekly_r18
+
+# Other modes: rookie, original, male, female
+opencli pixiv ranking --mode rookie
+```
+
+### Search
+
+```bash
+# Search by keyword or tag
+opencli pixiv search "初音ミク" --limit 20
+
+# Filter by content rating
+opencli pixiv search "風景" --mode safe       # Safe-for-work only
+opencli pixiv search "風景" --mode r18        # R18 only
+opencli pixiv search "風景" --mode all        # All (default)
+
+# Sort by popularity
+opencli pixiv search "VOCALOID" --order popular_d
+
+# All sort options: date_d (newest), date (oldest), popular_d, popular_male_d, popular_female_d
+
+# Pagination
+opencli pixiv search "オリジナル" --page 2 --limit 30
+```
+
+### User & Illustrations
+
+```bash
+# View artist profile
+opencli pixiv user 11
+
+# List artist's illustrations (newest first)
+opencli pixiv illusts 11 --limit 10
+
+# View illustration details (tags, stats, type)
+opencli pixiv detail 12345678
+```
+
+### Download
+
+```bash
+# Download all images from an illustration
+opencli pixiv download 12345678
+
+# Download to a custom directory
+opencli pixiv download 12345678 --output ./my-images
+```
+
+### Output Formats
+
+```bash
+# JSON output
+opencli pixiv ranking -f json
+
+# Verbose mode
+opencli pixiv search "test" -v
+```
+
+## Prerequisites
+
+- Chrome running and **logged into** pixiv.net
+- [Browser Bridge extension](/guide/browser-bridge) installed

docs/adapters/browser/producthunt.md

@@ -0,0 +1,49 @@
+# Product Hunt
+
+**Mode**: 🌐 Public / 🔐 Browser · **Domain**: `www.producthunt.com`
+
+## Commands
+
+| Command | Description |
+|---------|-------------|
+| `opencli producthunt posts` | Latest Product Hunt launches (optional category filter) |
+| `opencli producthunt today` | Today's Product Hunt launches (most recent day in feed) |
+| `opencli producthunt hot` | Today's top Product Hunt launches with vote counts |
+| `opencli producthunt browse <category>` | Best products in a Product Hunt category |
+
+## Usage Examples
+
+```bash
+# Today's top launches with vote counts
+opencli producthunt hot --limit 10
+
+# Latest posts (RSS feed)
+opencli producthunt posts --limit 20
+
+# Filter by category
+opencli producthunt posts --category developer-tools --limit 10
+
+# Today's launches only
+opencli producthunt today --limit 10
+
+# Browse best products in a category
+opencli producthunt browse vibe-coding --limit 10
+opencli producthunt browse ai-agents --limit 10
+opencli producthunt browse developer-tools --limit 10
+
+# JSON output
+opencli producthunt hot -f json
+```
+
+## Category Slugs
+
+Common categories for `browse` and `posts --category`:
+
+`ai-agents`, `ai-coding-agents`, `ai-code-editors`, `ai-chatbots`, `ai-workflow-automation`,
+`vibe-coding`, `developer-tools`, `productivity`, `design-creative`, `marketing-sales`,
+`no-code-platforms`, `llms`, `finance`, `social-community`, `engineering-development`
+
+## Prerequisites
+
+- `posts` and `today` — no browser required (public RSS feed)
+- `hot` and `browse` — Chrome running with [Browser Bridge extension](/guide/browser-bridge) installed

docs/adapters/browser/reddit.md

@@ -28,6 +28,15 @@
 # Quick start
 opencli reddit hot --limit 5
 
+# Read one subreddit
+opencli reddit subreddit python --limit 10
+
+# Read a post thread
+opencli reddit read 1abc123 --depth 2
+
+# Comment on a post
+opencli reddit comment 1abc123 "Great post"
+
 # JSON output
 opencli reddit hot -f json
 

docs/adapters/browser/sinablog.md

@@ -0,0 +1,36 @@
+# 新浪博客 (Sina Blog)
+
+**Mode**: 🌐 Public (search) / 🔐 Browser (hot, article, user) · **Domain**: `blog.sina.com.cn`
+
+## Commands
+
+| Command | Description |
+|---------|-------------|
+| `opencli sinablog hot` | 获取新浪博客热门文章/推荐 |
+| `opencli sinablog search` | 搜索新浪博客文章（通过新浪搜索，无需浏览器） |
+| `opencli sinablog article` | 获取新浪博客单篇文章详情 |
+| `opencli sinablog user` | 获取新浪博客用户的文章列表 |
+
+## Usage Examples
+
+```bash
+# 热门文章
+opencli sinablog hot --limit 10
+
+# 搜索文章（公开 API，无需浏览器）
+opencli sinablog search "人工智能"
+
+# 文章详情
+opencli sinablog article "https://blog.sina.com.cn/s/blog_xxx.html"
+
+# 用户文章列表
+opencli sinablog user 1234567890 --limit 10
+
+# JSON output
+opencli sinablog hot -f json
+```
+
+## Prerequisites
+
+- `search` command: No login required (public API)
+- `hot`, `article`, `user` commands: Chrome with `blog.sina.com.cn` accessible, Browser Bridge extension installed

docs/adapters/browser/sinafinance.md

@@ -1,15 +1,19 @@
 # 新浪财经 (Sina Finance)
 
-**Mode**: 🌐 Public · **Domain**: `finance.sina.com.cn`
+**Mode**: 🌐 Public / 🔐 Browser · **Domain**: `finance.sina.com.cn`
 
 ## Commands
 
-| Command | Description |
-|---------|-------------|
-| `opencli sinafinance news` | 新浪财经 7×24 小时实时快讯 |
+| Command | Description | Mode |
+|---------|-------------|------|
+| `opencli sinafinance news` | 新浪财经 7×24 小时实时快讯 | 🌐 Public |
+| `opencli sinafinance rolling-news` | 新浪财经滚动新闻 | 🔐 Browser |
+| `opencli sinafinance stock` | 新浪财经行情（A股/港股/美股） | 🌐 Public |
 
 ## Usage Examples
 
+### news - 7×24 实时快讯
+
 ```bash
 # Latest financial news
 opencli sinafinance news --limit 20
@@ -23,13 +27,59 @@ opencli sinafinance news --type 6   # 国际
 opencli sinafinance news -f json
 ```
 
-### Options
+### rolling-news - 滚动新闻
+
+```bash
+# Rolling news feed
+opencli sinafinance rolling-news
+
+# JSON output
+opencli sinafinance rolling-news -f json
+```
+
+### stock - 股票行情
+
+```bash
+# Search and view A-share stock
+opencli sinafinance stock 贵州茅台 --market cn
+
+# Search and view HK stock
+opencli sinafinance stock 腾讯控股 --market hk
+
+# Search and view US stock
+opencli sinafinance stock aapl --market us
+
+# Auto-detect market (searches cn, hk, us in order)
+opencli sinafinance stock 招商证券
+
+# JSON output
+opencli sinafinance stock 贵州茅台 -f json
+```
+
+## Options
+
+### news
 
 | Option | Description |
 |--------|-------------|
 | `--limit` | Max results, up to 50 (default: 20) |
 | `--type` | News type: `0`=全部, `1`=A股, `2`=宏观, `3`=公司, `4`=数据, `5`=市场, `6`=国际, `7`=观点, `8`=央行, `9`=其它 |
 
+### stock
+
+| Option | Description |
+|--------|-------------|
+| `--market` | Market: `cn`, `hk`, `us`, `auto` (default: auto). When `auto`, searches in cn, hk, us order |
+
 ## Prerequisites
 
-- No browser required — uses public API
+- `news` & `stock`: No browser required — uses public API
+- `rolling-news`: Chrome running and **logged into** `finance.sina.com.cn`
+- For `rolling-news`: [Browser Bridge extension](/guide/browser-bridge) installed
+
+## Notes
+
+- `news` and `stock` use public APIs — no browser or login needed
+- `stock` supports Chinese names, Chinese codes, and ticker symbols; auto-detects market
+- Market priority for auto-detection: cn (A股) → hk (港股) → us (美股)
+- US stock `High`/`Low` columns show 52-week range; A股/港股 show today's range

docs/adapters/browser/spotify.md

@@ -0,0 +1,62 @@
+# Spotify
+
+**Mode**: 🔑 OAuth API · **Domains**: `accounts.spotify.com`, `api.spotify.com`
+
+## Commands
+
+| Command | Description |
+|---------|-------------|
+| `opencli spotify auth` | Authenticate with Spotify and store tokens locally |
+| `opencli spotify status` | Show current playback status |
+| `opencli spotify play [query]` | Resume playback or search-and-play a track |
+| `opencli spotify pause` | Pause playback |
+| `opencli spotify next` | Skip to the next track |
+| `opencli spotify prev` | Skip to the previous track |
+| `opencli spotify volume <0-100>` | Set playback volume |
+| `opencli spotify search <query>` | Search Spotify tracks |
+| `opencli spotify queue <query>` | Add a track to the playback queue |
+| `opencli spotify shuffle <on|off>` | Toggle shuffle |
+| `opencli spotify repeat <off|track|context>` | Set repeat mode |
+
+## Usage Examples
+
+```bash
+# First-time setup
+opencli spotify auth
+
+# What is playing right now?
+opencli spotify status
+
+# Resume playback
+opencli spotify play
+
+# Search and immediately play a track
+opencli spotify play "Numb Linkin Park"
+
+# Search without playing
+opencli spotify search "Daft Punk" --limit 5 -f json
+
+# Queue a track
+opencli spotify queue "Get Lucky"
+
+# Playback controls
+opencli spotify pause
+opencli spotify next
+opencli spotify prev
+opencli spotify volume 35
+opencli spotify shuffle on
+opencli spotify repeat track
+```
+
+## Setup
+
+1. Create a Spotify app at <https://developer.spotify.com/dashboard>
+2. Add `http://127.0.0.1:8888/callback` to the app's Redirect URIs
+3. Fill in `SPOTIFY_CLIENT_ID` and `SPOTIFY_CLIENT_SECRET` in `~/.opencli/spotify.env`
+4. Run `opencli spotify auth`
+
+## Notes
+
+- Browser Bridge is not required.
+- Tokens are stored locally at `~/.opencli/spotify-tokens.json`.
+- Playback commands work best when you already have an active Spotify device/session.

docs/adapters/browser/stackoverflow.md

@@ -18,7 +18,7 @@
 opencli stackoverflow hot --limit 10
 
 # Search questions
-opencli stackoverflow search --query "async await" --limit 20
+opencli stackoverflow search "async await" --limit 20
 
 # Active bounties
 opencli stackoverflow bounties --limit 10

docs/adapters/browser/steam.md

@@ -0,0 +1,26 @@
+# Steam
+
+**Mode**: 🌐 Public · **Domain**: `store.steampowered.com`
+
+## Commands
+
+| Command | Description |
+|---------|-------------|
+| `opencli steam top-sellers` | Top selling games on Steam |
+
+## Usage Examples
+
+```bash
+# Quick start
+opencli steam top-sellers
+
+# Limit results
+opencli steam top-sellers --limit 5
+
+# JSON output
+opencli steam top-sellers -f json
+```
+
+## Prerequisites
+
+- No login required (public API)

docs/adapters/browser/substack.md

@@ -0,0 +1,38 @@
+# Substack
+
+**Mode**: 🌐 Public (search) / 🔐 Browser (feed, publication) · **Domain**: `substack.com`
+
+## Commands
+
+| Command | Description |
+|---------|-------------|
+| `opencli substack feed` | Substack 热门文章 Feed |
+| `opencli substack search` | 搜索 Substack 文章和 Newsletter（无需浏览器） |
+| `opencli substack publication` | 获取特定 Substack Newsletter 的最新文章 |
+
+## Usage Examples
+
+```bash
+# 热门 Feed
+opencli substack feed --limit 10
+
+# 按分类浏览
+opencli substack feed --category tech --limit 10
+
+# 搜索文章（公开 API，无需浏览器）
+opencli substack search "AI"
+
+# 搜索 Newsletter
+opencli substack search "technology" --type publications
+
+# 查看特定 Newsletter 的最新文章
+opencli substack publication "https://example.substack.com" --limit 10
+
+# JSON output
+opencli substack search "AI" -f json
+```
+
+## Prerequisites
+
+- `search` command: No login required (public API)
+- `feed`, `publication` commands: Chrome with `substack.com` accessible, Browser Bridge extension installed

docs/adapters/browser/tieba.md

@@ -0,0 +1,45 @@
+# Tieba
+
+**Mode**: 🔐 Browser · **Domain**: `tieba.baidu.com`
+
+## Commands
+
+| Command | Description |
+|---------|-------------|
+| `opencli tieba hot` | Read Tieba trending topics |
+| `opencli tieba posts <forum>` | List threads in one forum |
+| `opencli tieba search <keyword>` | Search threads across Tieba |
+| `opencli tieba read <thread-id>` | Read one thread page |
+
+## Usage Examples
+
+```bash
+# Trending topics
+opencli tieba hot --limit 5
+
+# List forum threads
+opencli tieba posts 李毅 --limit 10
+
+# Search Tieba
+opencli tieba search 编程 --limit 10
+
+# Read one thread
+opencli tieba read 10163164720 --limit 10
+
+# Read page 2 of a thread
+opencli tieba read 10163164720 --page 2 --limit 10
+
+# JSON output
+opencli tieba hot -f json
+```
+
+## Notes
+
+- `tieba search` currently supports only `--page 1`
+- `tieba read --limit` counts reply rows; page 1 may also include the main post
+
+## Prerequisites
+
+- Chrome running and able to open `tieba.baidu.com`
+- [Browser Bridge extension](/guide/browser-bridge) installed
+- For `posts`, `search`, and `read`, a valid Tieba login session in Chrome is recommended

docs/adapters/browser/tiktok.md

@@ -0,0 +1,68 @@
+# TikTok
+
+**Mode**: 🔐 Browser · **Domain**: `tiktok.com`
+
+## Commands
+
+| Command | Description |
+|---------|-------------|
+| `opencli tiktok profile` | Get user profile info |
+| `opencli tiktok search` | Search videos |
+| `opencli tiktok explore` | Trending videos from explore page |
+| `opencli tiktok user` | Get recent videos from a user |
+| `opencli tiktok following` | List accounts you follow |
+| `opencli tiktok friends` | Friend suggestions |
+| `opencli tiktok live` | Browse live streams |
+| `opencli tiktok notifications` | Get notifications |
+| `opencli tiktok like` | Like a video |
+| `opencli tiktok unlike` | Unlike a video |
+| `opencli tiktok save` | Add to Favorites |
+| `opencli tiktok unsave` | Remove from Favorites |
+| `opencli tiktok follow` | Follow a user |
+| `opencli tiktok unfollow` | Unfollow a user |
+| `opencli tiktok comment` | Comment on a video |
+
+## Usage Examples
+
+```bash
+# View a user's profile
+opencli tiktok profile --username tiktok
+
+# Search videos
+opencli tiktok search "cooking" --limit 10
+
+# Trending explore videos
+opencli tiktok explore --limit 20
+
+# Browse live streams
+opencli tiktok live --limit 10
+
+# List who you follow
+opencli tiktok following
+
+# Friend suggestions
+opencli tiktok friends --limit 10
+
+# Like/unlike a video
+opencli tiktok like --url "https://www.tiktok.com/@user/video/123"
+opencli tiktok unlike --url "https://www.tiktok.com/@user/video/123"
+
+# Save/unsave (Favorites)
+opencli tiktok save --url "https://www.tiktok.com/@user/video/123"
+opencli tiktok unsave --url "https://www.tiktok.com/@user/video/123"
+
+# Follow/unfollow
+opencli tiktok follow --username nasa
+opencli tiktok unfollow --username nasa
+
+# Comment on a video
+opencli tiktok comment --url "https://www.tiktok.com/@user/video/123" --text "Great!"
+
+# JSON output
+opencli tiktok profile --username tiktok -f json
+```
+
+## Prerequisites
+
+- Chrome running and **logged into** tiktok.com
+- [Browser Bridge extension](/guide/browser-bridge) installed

docs/adapters/browser/twitter.md

@@ -24,6 +24,9 @@
 | `opencli twitter unfollow` | |
 | `opencli twitter bookmark` | |
 | `opencli twitter unbookmark` | |
+| `opencli twitter block` | |
+| `opencli twitter unblock` | |
+| `opencli twitter hide-reply` | |
 | `opencli twitter download` | |
 | `opencli twitter accept` | |
 | `opencli twitter reply-dm` | |
@@ -34,6 +37,12 @@
 # Quick start
 opencli twitter trending --limit 5
 
+# Search top tweets (default)
+opencli twitter search "react 19"
+
+# Search latest/live tweets
+opencli twitter search "react 19" --filter live
+
 # JSON output
 opencli twitter trending -f json
 

docs/adapters/browser/v2ex.md

@@ -6,27 +6,48 @@
 
 | Command | Description |
 |---------|-------------|
-| `opencli v2ex hot` | |
-| `opencli v2ex latest` | |
-| `opencli v2ex topic` | |
-| `opencli v2ex daily` | |
-| `opencli v2ex me` | |
-| `opencli v2ex notifications` | |
+| `opencli v2ex hot` | Hot topics |
+| `opencli v2ex latest` | Latest topics |
+| `opencli v2ex topic <id>` | Topic detail |
+| `opencli v2ex node <name>` | Topics by node |
+| `opencli v2ex user <username>` | Topics by user |
+| `opencli v2ex member <username>` | User profile |
+| `opencli v2ex replies <id>` | Topic replies |
+| `opencli v2ex nodes` | All nodes (sorted by topic count) |
+| `opencli v2ex daily` | Daily hot |
+| `opencli v2ex me` | My profile (auth required) |
+| `opencli v2ex notifications` | My notifications (auth required) |
 
 ## Usage Examples
 
 ```bash
-# Quick start
+# Hot topics
 opencli v2ex hot --limit 5
 
+# Browse topics in a node
+opencli v2ex node python
+
+# View topic replies
+opencli v2ex replies 1000
+
+# User's topics
+opencli v2ex user Livid
+
+# User profile
+opencli v2ex member Livid
+
+# List all nodes
+opencli v2ex nodes --limit 10
+
 # JSON output
 opencli v2ex hot -f json
-
-# Verbose mode
-opencli v2ex hot -v
 ```
 
 ## Prerequisites
 
+Most commands (`hot`, `latest`, `topic`, `node`, `user`, `member`, `replies`, `nodes`) use the public V2EX API and **require no browser or login**.
+
+For `daily`, `me`, and `notifications`:
+
 - Chrome running and **logged into** v2ex.com
 - [Browser Bridge extension](/guide/browser-bridge) installed

docs/adapters/browser/web.md

@@ -0,0 +1,30 @@
+# Web
+
+**Mode**: 🔐 Browser · **Domain**: any URL
+
+## Commands
+
+| Command | Description |
+|---------|-------------|
+| `opencli web read <url>` | Fetch any web page and export as Markdown |
+
+## Usage Examples
+
+```bash
+# Read a web page and save as Markdown
+opencli web read https://example.com/article
+
+# Custom output directory
+opencli web read https://example.com/article --output ./my-articles
+
+# Skip image download
+opencli web read https://example.com/article --download-images false
+
+# JSON output
+opencli web read https://example.com/article -f json
+```
+
+## Prerequisites
+
+- Chrome running
+- [Browser Bridge extension](/guide/browser-bridge) installed

docs/adapters/browser/weibo.md

@@ -7,6 +7,7 @@
 | Command | Description |
 |---------|-------------|
 | `opencli weibo hot` | |
+| `opencli weibo search` | Search Weibo posts by keyword |
 
 ## Usage Examples
 
@@ -17,6 +18,9 @@ opencli weibo hot --limit 5
 # JSON output
 opencli weibo hot -f json
 
+# Search
+opencli weibo search "OpenAI" --limit 5
+
 # Verbose mode
 opencli weibo hot -v
 ```

docs/adapters/browser/weixin.md

@@ -0,0 +1,33 @@
+# WeChat (微信公众号)
+
+**Mode**: 🔐 Browser · **Domain**: `mp.weixin.qq.com`
+
+## Commands
+
+| Command | Description |
+|---------|-------------|
+| `opencli weixin download` | 下载微信公众号文章为 Markdown 格式 |
+
+## Usage Examples
+
+```bash
+# Export article to Markdown
+opencli weixin download --url "https://mp.weixin.qq.com/s/xxx" --output ./weixin
+
+# Export with locally downloaded images
+opencli weixin download --url "https://mp.weixin.qq.com/s/xxx" --download-images
+
+# Export without images
+opencli weixin download --url "https://mp.weixin.qq.com/s/xxx" --no-download-images
+```
+
+## Output
+
+Downloads to `<output>/<article-title>/`:
+- `<article-title>.md` — Markdown with frontmatter (title, author, publish time, source URL)
+- `images/` — Downloaded images (if `--download-images` is enabled, default: true)
+
+## Prerequisites
+
+- Chrome running and **logged into** mp.weixin.qq.com (for articles behind login wall)
+- [Browser Bridge extension](/guide/browser-bridge) installed

docs/adapters/browser/weread.md

@@ -21,10 +21,10 @@
 opencli weread shelf --limit 20
 
 # Search books
-opencli weread search --query "三体"
+opencli weread search "三体"
 
 # View book details
-opencli weread book --id <book-id>
+opencli weread book <book-id>
 
 # Book rankings
 opencli weread ranking --limit 10
@@ -33,10 +33,10 @@ opencli weread ranking --limit 10
 opencli weread notebooks
 
 # View highlights for a book
-opencli weread highlights --id <book-id>
+opencli weread highlights <book-id>
 
 # View your notes
-opencli weread notes --id <book-id>
+opencli weread notes <book-id>
 
 # JSON output
 opencli weread shelf -f json

docs/adapters/browser/wikipedia.md

@@ -13,16 +13,16 @@
 
 ```bash
 # Search articles
-opencli wikipedia search --query "quantum computing" --limit 10
+opencli wikipedia search "quantum computing" --limit 10
 
 # Get article summary
-opencli wikipedia summary --title "Artificial intelligence"
+opencli wikipedia summary "Artificial intelligence"
 
-# Search in other languages
-opencli wikipedia search --query "人工智能" --lang zh
+# Use with other languages
+opencli wikipedia search "人工智能" --lang zh
 
 # JSON output
-opencli wikipedia search --query "Rust" -f json
+opencli wikipedia search "Rust" -f json
 ```
 
 ## Prerequisites

docs/adapters/browser/xiaohongshu.md

@@ -6,24 +6,39 @@
 
 | Command | Description |
 |---------|-------------|
-| `opencli xiaohongshu search` | |
-| `opencli xiaohongshu notifications` | |
-| `opencli xiaohongshu feed` | |
-| `opencli xiaohongshu me` | |
-| `opencli xiaohongshu user` | |
-| `opencli xiaohongshu download` | |
+| `opencli xiaohongshu search` | Search notes by keyword (returns title, author, likes, URL) |
+| `opencli xiaohongshu note` | Read full note content (title, author, description, likes, collects, comments, tags) |
+| `opencli xiaohongshu comments` | Read comments from a note (`--with-replies` for nested 楼中楼 replies) |
+| `opencli xiaohongshu feed` | Home feed recommendations (via Pinia store interception) |
+| `opencli xiaohongshu notifications` | User notifications (mentions, likes, connections) |
+| `opencli xiaohongshu user` | Get public notes from a user profile |
+| `opencli xiaohongshu download` | Download images and videos from a note |
+| `opencli xiaohongshu publish` | Publish image-text notes (creator center UI automation) |
+| `opencli xiaohongshu creator-notes` | Creator's note list with per-note metrics |
+| `opencli xiaohongshu creator-note-detail` | Detailed analytics for a single creator note |
+| `opencli xiaohongshu creator-notes-summary` | Combined note list + detail analytics summary |
+| `opencli xiaohongshu creator-profile` | Creator account info (followers, growth level) |
+| `opencli xiaohongshu creator-stats` | Creator data overview (views, likes, collects, trends) |
 
 ## Usage Examples
 
 ```bash
-# Quick start
-opencli xiaohongshu search --limit 5
+# Search for notes
+opencli xiaohongshu search 美食 --limit 10
+
+# Read a note's full content (pass URL from search results to preserve xsec_token)
+opencli xiaohongshu note "https://www.xiaohongshu.com/search_result/<id>?xsec_token=..."
+
+# Read comments with nested replies (楼中楼)
+opencli xiaohongshu comments "https://www.xiaohongshu.com/search_result/<id>?xsec_token=..." --with-replies --limit 20
 
 # JSON output
-opencli xiaohongshu search -f json
+opencli xiaohongshu search 旅行 -f json
 
-# Verbose mode
-opencli xiaohongshu search -v
+# Other commands
+opencli xiaohongshu feed
+opencli xiaohongshu notifications
+opencli xiaohongshu download <note-id or url>
 ```
 
 ## Prerequisites

docs/adapters/browser/xueqiu.md

@@ -1,17 +1,21 @@
 # Xueqiu (雪球)
 
-**Mode**: 🔐 Browser · **Domain**: `xueqiu.com`
+**Mode**: 🔐 Browser · **Domain**: `xueqiu.com` / `danjuanfunds.com`
 
 ## Commands
 
 | Command | Description |
 |---------|-------------|
-| `opencli xueqiu feed` | |
-| `opencli xueqiu hot-stock` | |
-| `opencli xueqiu hot` | |
-| `opencli xueqiu search` | |
-| `opencli xueqiu stock` | |
-| `opencli xueqiu watchlist` | |
+| `opencli xueqiu feed` | 获取雪球首页时间线 |
+| `opencli xueqiu earnings-date` | 获取股票预计财报发布日期 |
+| `opencli xueqiu hot-stock` | 获取雪球热门股票榜 |
+| `opencli xueqiu hot` | 获取雪球热门动态 |
+| `opencli xueqiu search` | 搜索雪球股票（代码或名称） |
+| `opencli xueqiu stock` | 获取雪球股票实时行情 |
+| `opencli xueqiu comments` | 获取单只股票的讨论动态（按时间排序） |
+| `opencli xueqiu watchlist` | 获取雪球自选股列表 |
+| `opencli xueqiu fund-holdings` | 获取蛋卷基金持仓明细（可用 `--account` 按子账户过滤） |
+| `opencli xueqiu fund-snapshot` | 获取蛋卷基金快照（总资产、子账户、持仓，推荐 `-f json`） |
 
 ## Usage Examples
 
@@ -19,6 +23,27 @@
 # Quick start
 opencli xueqiu feed --limit 5
 
+# Search stocks
+opencli xueqiu search 茅台
+
+# View one stock
+opencli xueqiu stock SH600519
+
+# View recent discussions for one stock
+opencli xueqiu comments SH600519 --limit 5
+
+# Upcoming earnings dates
+opencli xueqiu earnings-date SH600519 --next
+
+# Danjuan all holdings
+opencli xueqiu fund-holdings
+
+# Filter one Danjuan sub-account
+opencli xueqiu fund-holdings --account 默认账户
+
+# Full Danjuan snapshot as JSON
+opencli xueqiu fund-snapshot -f json
+
 # JSON output
 opencli xueqiu feed -f json
 
@@ -28,5 +53,13 @@ opencli xueqiu feed -v
 
 ## Prerequisites
 
-- Chrome running and **logged into** xueqiu.com
+- Chrome running and **logged into** `xueqiu.com`
+- For fund commands, Chrome must also be logged into `danjuanfunds.com` and able to open `https://danjuanfunds.com/my-money`
 - [Browser Bridge extension](/guide/browser-bridge) installed
+
+## Notes
+
+- `fund-holdings` exposes both market value and share fields (`volume`, `usableRemainShare`)
+- `fund-snapshot -f json` is the easiest way to persist a full account snapshot for later analysis or diffing
+- `comments` returns stock-scoped discussion posts from the symbol page, not reply threads under one parent post
+- If the commands return empty data, first confirm the logged-in browser can directly see the Danjuan asset page

docs/adapters/browser/yahoo-finance.md

@@ -1,6 +1,6 @@
 # Yahoo Finance
 
-**Mode**: 🌐 Public · **Domain**: `finance.yahoo.com`
+**Mode**: 🔐 Browser · **Domain**: `finance.yahoo.com`
 
 ## Commands
 
@@ -12,15 +12,16 @@
 
 ```bash
 # Quick start
-opencli yahoo-finance quote --limit 5
+opencli yahoo-finance quote AAPL
 
 # JSON output
-opencli yahoo-finance quote -f json
+opencli yahoo-finance quote TSLA -f json
 
 # Verbose mode
-opencli yahoo-finance quote -v
+opencli yahoo-finance quote NVDA -v
 ```
 
 ## Prerequisites
 
-- No browser required — uses public API
+- Chrome running and able to open `finance.yahoo.com`
+- [Browser Bridge extension](/guide/browser-bridge) installed

docs/adapters/browser/yollomi.md

@@ -0,0 +1,69 @@
+# Yollomi
+
+**Mode**: 🔐 Browser · **Domain**: `yollomi.com`
+
+AI image/video generation and editing on [yollomi.com](https://yollomi.com). Uses the same `/api/ai/*` routes as the web app; authentication is your **logged-in Chrome session** (NextAuth cookies).
+
+## Commands
+
+| Command | Description |
+|---------|-------------|
+| `opencli yollomi generate` | Text-to-image / image-to-image |
+| `opencli yollomi video` | Text-to-video / image-to-video |
+| `opencli yollomi edit` | Qwen image edit (prompt + image) |
+| `opencli yollomi upload` | Upload a local file → public URL for other commands |
+| `opencli yollomi models` | List image / video / tool models and credit costs |
+| `opencli yollomi remove-bg` | Remove background (free) |
+| `opencli yollomi upscale` | Image upscaling |
+| `opencli yollomi face-swap` | Face swap between two images |
+| `opencli yollomi restore` | Photo restoration |
+| `opencli yollomi try-on` | Virtual try-on |
+| `opencli yollomi background` | AI background for product/object images |
+| `opencli yollomi object-remover` | Remove objects (image + mask URLs) |
+
+## Usage Examples
+
+```bash
+# List models
+opencli yollomi models --type image
+
+# Text-to-image (default model: z-image-turbo)
+opencli yollomi generate "a red apple on a wooden table"
+
+# Choose model and aspect ratio
+opencli yollomi generate "sunset" --model flux-schnell --ratio 16:9
+
+# Image-to-image: upload first, then pass URL
+opencli yollomi upload ./photo.png
+opencli yollomi generate "oil painting style" --model flux-2-pro --image "https://..."
+
+# Video
+opencli yollomi video "waves on a beach" --model kling-2-1
+
+# Tools
+opencli yollomi remove-bg https://example.com/image.png
+opencli yollomi upscale https://example.com/image.png --scale 4
+opencli yollomi edit https://example.com/in.png "make it vintage"
+```
+
+### Common options
+
+| Option | Applies to | Description |
+|--------|------------|-------------|
+| `--model` | `generate`, `video` | Model id (see `yollomi models`) |
+| `--ratio` | `generate`, `video` | Aspect ratio, e.g. `1:1`, `16:9` |
+| `--image` | `generate`, `video` | Image URL for img2img / i2v |
+| `--output` | Most | Output directory (default `./yollomi-output`) |
+| `--no-download` | Several | Print URLs only, skip saving files |
+
+## Prerequisites
+
+- Chrome running and **logged into** [yollomi.com](https://yollomi.com) (Google OAuth)
+- [Browser Bridge extension](/guide/browser-bridge) installed; daemon connects on first command
+
+The CLI ensures the automation tab is on `yollomi.com` before calling APIs (same-origin `fetch` with session cookies).
+
+## Notes
+
+- **Credits**: Each model consumes account credits; insufficient credits returns HTTP 402.
+- **Upload**: Local paths for tools are not accepted directly — use `yollomi upload` to get a URL, or pass an existing HTTPS image URL.

docs/adapters/browser/zsxq.md

@@ -0,0 +1,49 @@
+# 知识星球 (ZSXQ)
+
+**Mode**: 🔐 Browser · **Domain**: `wx.zsxq.com`
+
+Read groups, topics, search results, dynamics, and single-topic details from [知识星球](https://wx.zsxq.com) using your logged-in Chrome session.
+
+## Commands
+
+| Command | Description |
+|---------|-------------|
+| `opencli zsxq groups` | List the groups your account has joined |
+| `opencli zsxq topics` | List topics in the active group |
+| `opencli zsxq topic <id>` | Fetch a single topic with comments |
+| `opencli zsxq search <keyword>` | Search topics inside a group |
+| `opencli zsxq dynamics` | List recent dynamics across groups |
+
+## Usage Examples
+
+```bash
+# List your groups
+opencli zsxq groups
+
+# List topics from the active group in Chrome
+opencli zsxq topics --limit 20
+
+# Search inside the active group
+opencli zsxq search "opencli"
+
+# Search inside a specific group explicitly
+opencli zsxq search "opencli" --group_id 123456789
+
+# Export a single topic with comments
+opencli zsxq topic 987654321 --comment_limit 20
+
+# Read recent dynamics across all joined groups
+opencli zsxq dynamics --limit 20
+```
+
+## Prerequisites
+
+- Chrome running and **logged into** [wx.zsxq.com](https://wx.zsxq.com)
+- [Browser Bridge extension](/guide/browser-bridge) installed
+
+## Notes
+
+- `zsxq topics` and `zsxq search` use the current active group context from Chrome by default
+- If there is no active group context, pass `--group_id <id>` or open the target group in Chrome first
+- `zsxq groups` returns `group_id`, which you can reuse with `--group_id`
+- `zsxq topic` surfaces a missing topic as `NOT_FOUND` instead of a generic fetch error

docs/adapters/desktop/antigravity.md

@@ -36,6 +36,9 @@ Scrape the entire current conversation history block as pure text.
 ### `opencli antigravity new`
 Click the "New Conversation" button to instantly clear the UI state and start fresh.
 
+### `opencli antigravity dump`
+Dump the current DOM and snapshot artifacts to `/tmp` for reverse-engineering and selector debugging.
+
 ### `opencli antigravity extract-code`
 Extract any multi-line code blocks from the current conversation view. Ideal for automated script extraction (e.g. `opencli antigravity extract-code > script.sh`).
 

docs/adapters/desktop/chatgpt.md

@@ -14,7 +14,13 @@ The current built-in commands use native AppleScript automation — no extra lau
 - `opencli chatgpt status`: Check if the ChatGPT app is currently running.
 - `opencli chatgpt new`: Activate ChatGPT and press `Cmd+N` to start a new conversation.
 - `opencli chatgpt send "message"`: Copy your message to clipboard, activate ChatGPT, paste, and submit.
-- `opencli chatgpt read`: Copy the last AI response via `Cmd+Shift+C` and return it as text.
+- `opencli chatgpt send "message" --model thinking`: Switch model/mode first, then send the message.
+- `opencli chatgpt read`: Read the last visible message from the focused ChatGPT window via the Accessibility tree.
+- `opencli chatgpt ask "message"`: Send a prompt and wait for the visible reply in one shot.
+- `opencli chatgpt ask "message" --model instant`: Run a one-shot prompt using a specific model/mode.
+- `opencli chatgpt model thinking`: Switch the active ChatGPT model/mode without sending a message.
+
+Supported model choices: `auto`, `instant`, `thinking`, `5.2-instant`, `5.2-thinking`.
 
 ## Approach 2: CDP (Advanced, Electron Debug Mode)
 
@@ -29,15 +35,15 @@ ChatGPT Desktop is also an Electron app and can be launched with a remote debugg
 export OPENCLI_CDP_ENDPOINT="http://127.0.0.1:9224"
 ```
 
-> The CDP approach enables future advanced commands like DOM inspection, model switching, and code extraction.
+> The CDP approach is primarily for advanced automation and future desktop-only commands. The built-in command set above still works in the default AppleScript path unless you explicitly route through `OPENCLI_CDP_ENDPOINT`.
 
 ## How It Works
 
-- **AppleScript mode**: Uses `osascript` and `pbcopy`/`pbpaste` for clipboard-based text transfer.
+- **AppleScript mode**: Uses `osascript` to control ChatGPT, `pbcopy`/`pbpaste` to paste prompts, and the macOS Accessibility tree to read visible chat messages.
 - **CDP mode**: Connects via Chrome DevTools Protocol to the Electron renderer process.
 
 ## Limitations
 
 - macOS only (AppleScript dependency)
 - AppleScript mode requires Accessibility permissions
-- `read` command copies the last response — earlier messages need manual scroll
+- `read` returns the last visible message in the focused ChatGPT window — scroll first if the message you want is not visible

docs/adapters/desktop/codex.md

@@ -14,7 +14,7 @@ Control the **OpenAI Codex Desktop App** headless or headfully via Chrome DevToo
 ## Setup
 
 ```bash
-export OPENCLI_CODEX_CDP_ENDPOINT="http://127.0.0.1:9222"
+export OPENCLI_CDP_ENDPOINT="http://127.0.0.1:9222"
 ```
 
 ## Commands
@@ -22,11 +22,15 @@ export OPENCLI_CODEX_CDP_ENDPOINT="http://127.0.0.1:9222"
 ### Diagnostics
 - `opencli codex status`: Checks connection and reads the current active window URL/title.
 - `opencli codex dump`: Dumps the full UI DOM and Accessibility tree into `/tmp`.
+- `opencli codex screenshot`: Captures DOM + snapshot artifacts of the current window.
 
 ### Agent Manipulation
 - `opencli codex new`: Simulates `Cmd+N` to start a completely fresh and isolated Git Worktree thread context.
 - `opencli codex send "message"`: Robustly finds the active Thread Composer and injects your text.
   - *Pro-tip*: You can trigger internal shortcuts, e.g., `opencli codex send "/review"`.
+- `opencli codex ask "message"`: Send + wait + read in one shot.
 - `opencli codex read`: Extracts the entire current thread history and AI reasoning logs.
 - `opencli codex extract-diff`: Automatically scrapes any visual Patch chunks and Code Diffs.
 - `opencli codex model`: Get the currently active AI model.
+- `opencli codex history`: List recent conversation threads from the sidebar.
+- `opencli codex export`: Export the current conversation as Markdown.

docs/adapters/desktop/cursor.md

@@ -21,13 +21,17 @@ export OPENCLI_CDP_ENDPOINT="http://127.0.0.1:9226"
 ### Diagnostics
 - `opencli cursor status`: Check CDP connection status.
 - `opencli cursor dump`: Dump the full DOM and Accessibility snapshot to `/tmp/cursor-dom.html` and `/tmp/cursor-snapshot.json`.
+- `opencli cursor screenshot`: Capture DOM + snapshot artifacts of the current window.
 
 ### Chat Manipulation
 - `opencli cursor new`: Press `Cmd+N` to start a new file/tab.
 - `opencli cursor send "message"`: Inject text into the active Composer/Chat input and submit.
+- `opencli cursor ask "message"`: Send + wait + read in one shot.
 - `opencli cursor read`: Extract the full conversation history from the active chat panel.
 
 ### AI Features
 - `opencli cursor composer "prompt"`: Open the Composer panel (`Cmd+I`) and send a prompt for inline AI editing.
 - `opencli cursor model`: Get the currently active AI model (e.g., `claude-4.5-sonnet`).
 - `opencli cursor extract-code`: Extract all code blocks from the current conversation.
+- `opencli cursor history`: List recent chat/composer sessions from the sidebar.
+- `opencli cursor export`: Export the current conversation as Markdown.

docs/adapters/desktop/discord.md

@@ -19,10 +19,10 @@ export OPENCLI_CDP_ENDPOINT="http://127.0.0.1:9232"
 
 | Command | Description |
 |---------|-------------|
-| `opencli discord status` | Check CDP connection |
-| `opencli discord send "message"` | Send a message in the active channel |
-| `opencli discord read` | Read recent messages |
-| `opencli discord channels` | List channels in the current server |
-| `opencli discord servers` | List all joined servers |
-| `opencli discord search "query"` | Search messages (Cmd+F) |
-| `opencli discord members` | List online members |
+| `opencli discord-app status` | Check CDP connection |
+| `opencli discord-app send "message"` | Send a message in the active channel |
+| `opencli discord-app read` | Read recent messages |
+| `opencli discord-app channels` | List channels in the current server |
+| `opencli discord-app servers` | List all joined servers |
+| `opencli discord-app search "query"` | Search messages (Cmd+F) |
+| `opencli discord-app members` | List online members |

docs/adapters/desktop/doubao-app.md

@@ -0,0 +1,35 @@
+# Doubao App (豆包桌面版)
+
+Control the **Doubao AI Desktop App** via Chrome DevTools Protocol (CDP).
+
+## Prerequisites
+
+1. Launch Doubao Desktop with remote debugging enabled:
+   ```bash
+   /Applications/Doubao.app/Contents/MacOS/Doubao --remote-debugging-port=9225
+   ```
+2. Set the CDP endpoint:
+   ```bash
+   export OPENCLI_CDP_ENDPOINT="http://127.0.0.1:9225"
+   ```
+
+## Commands
+
+| Command | Description |
+|---------|-------------|
+| `opencli doubao-app status` | Check CDP connection status |
+| `opencli doubao-app new` | Start a new conversation |
+| `opencli doubao-app send "message"` | Send a message to the current chat |
+| `opencli doubao-app read` | Read the latest assistant reply |
+| `opencli doubao-app ask "message"` | Send a prompt and wait for the reply |
+| `opencli doubao-app screenshot` | Capture a screenshot of the app window |
+| `opencli doubao-app dump` | Export DOM and snapshot debug info |
+
+## How It Works
+
+Connects to the Doubao Electron app via CDP, injecting JavaScript into the renderer process to control the chat UI — sending messages, reading replies, and capturing screenshots.
+
+## Limitations
+
+- Requires Doubao Desktop to be launched with `--remote-debugging-port`
+- macOS / Linux / Windows (Electron-based, platform independent)

docs/adapters/desktop/feishu.md

@@ -1,20 +0,0 @@
-# Feishu (飞书/Lark)
-
-Control **Feishu/Lark Desktop** from the terminal via AppleScript.
-
-> **Note:** Feishu uses a custom `Lark Framework` (Chromium-based but NOT Electron). CDP is not available, so this adapter uses AppleScript + clipboard.
-
-## Prerequisites
-
-1. Feishu/Lark must be running and logged in
-2. Terminal must have **Accessibility permission**
-
-## Commands
-
-| Command | Description |
-|---------|-------------|
-| `opencli feishu status` | Check if Feishu/Lark is running |
-| `opencli feishu send "msg"` | Send message in active chat (paste + Enter) |
-| `opencli feishu read` | Read current chat (Cmd+A → Cmd+C) |
-| `opencli feishu search "query"` | Global search (Cmd+K) |
-| `opencli feishu new` | New message/document (Cmd+N) |

docs/adapters/desktop/neteasemusic.md

@@ -1,31 +0,0 @@
-# NeteaseMusic (网易云音乐)
-
-Control **NeteaseMusic** (网易云音乐) from the terminal via Chrome DevTools Protocol (CDP). The app uses Chromium Embedded Framework (CEF).
-
-## Prerequisites
-
-Launch with remote debugging port:
-```bash
-/Applications/NeteaseMusic.app/Contents/MacOS/NeteaseMusic --remote-debugging-port=9234
-```
-
-## Setup
-
-```bash
-export OPENCLI_CDP_ENDPOINT="http://127.0.0.1:9234"
-```
-
-## Commands
-
-| Command | Description |
-|---------|-------------|
-| `opencli neteasemusic status` | Check CDP connection |
-| `opencli neteasemusic playing` | Current song info (title, artist, album) |
-| `opencli neteasemusic play` | Play / Pause toggle |
-| `opencli neteasemusic next` | Skip to next song |
-| `opencli neteasemusic prev` | Go to previous song |
-| `opencli neteasemusic search "query"` | Search songs, artists |
-| `opencli neteasemusic playlist` | Show current playback queue |
-| `opencli neteasemusic like` | Like / unlike current song |
-| `opencli neteasemusic lyrics` | Get lyrics of current song |
-| `opencli neteasemusic volume [0-100]` | Get or set volume |

docs/adapters/desktop/wechat.md

@@ -1,28 +0,0 @@
-# WeChat (微信)
-
-Control **WeChat Mac Desktop** from the terminal via AppleScript + Accessibility API.
-
-> **Note:** WeChat is a native macOS app (not Electron), so CDP is not available. This adapter uses AppleScript keyboard simulation and clipboard operations.
-
-## Prerequisites
-
-1. WeChat must be running and logged in
-2. Terminal must have **Accessibility permission** (System Settings → Privacy & Security → Accessibility)
-
-## Commands
-
-| Command | Description |
-|---------|-------------|
-| `opencli wechat status` | Check if WeChat is running |
-| `opencli wechat send "msg"` | Send message in the active chat (clipboard paste + Enter) |
-| `opencli wechat read` | Read current chat content (Cmd+A → Cmd+C) |
-| `opencli wechat search "keyword"` | Open search and type a query (Cmd+F) |
-| `opencli wechat chats` | Switch to Chats tab (Cmd+1) |
-| `opencli wechat contacts` | Switch to Contacts tab (Cmd+2) |
-
-## Limitations
-
-- **No CDP support** — WeChat is native Cocoa, not Electron
-- `send` requires the correct conversation to be already open
-- `read` captures whatever is visible via select-all + copy
-- `search` types the query but cannot programmatically click results

docs/adapters/index.md

@@ -6,57 +6,82 @@ Run `opencli list` for the live registry.
 
 | Site | Commands | Mode |
 |------|----------|------|
-| **[twitter](/adapters/browser/twitter)** | `trending` `bookmarks` `profile` `search` `timeline` `thread` `following` `followers` `notifications` `post` `reply` `delete` `like` `article` `follow` `unfollow` `bookmark` `unbookmark` `download` `accept` `reply-dm` | 🔐 Browser |
-| **[reddit](/adapters/browser/reddit)** | `hot` `frontpage` `popular` `search` `subreddit` `read` `user` `user-posts` `user-comments` `upvote` `save` `comment` `subscribe` `saved` `upvoted` | 🔐 Browser |
-| **[bilibili](/adapters/browser/bilibili)** | `hot` `search` `me` `favorite` `history` `feed` `subtitle` `dynamic` `ranking` `following` `user-videos` `download` | 🔐 Browser |
-| **[zhihu](/adapters/browser/zhihu)** | `hot` `search` `question` `download` | 🔐 Browser |
-| **[xiaohongshu](/adapters/browser/xiaohongshu)** | `search` `notifications` `feed` `me` `user` `download` | 🔐 Browser |
-| **[xueqiu](/adapters/browser/xueqiu)** | `feed` `hot-stock` `hot` `search` `stock` `watchlist` | 🔐 Browser |
-| **[youtube](/adapters/browser/youtube)** | `search` `video` `transcript` | 🔐 Browser |
-| **[v2ex](/adapters/browser/v2ex)** | `hot` `latest` `topic` `daily` `me` `notifications` | 🌐 / 🔐 |
-| **[bloomberg](/adapters/browser/bloomberg)** | `main` `markets` `economics` `industries` `tech` `politics` `businessweek` `opinions` `feeds` `news` | 🌐 / 🔐 |
-| **[weibo](/adapters/browser/weibo)** | `hot` | 🔐 Browser |
-| **[linkedin](/adapters/browser/linkedin)** | `search` | 🔐 Browser |
-| **[coupang](/adapters/browser/coupang)** | `search` `add-to-cart` | 🔐 Browser |
-| **[boss](/adapters/browser/boss)** | `search` `detail` | 🔐 Browser |
-| **[ctrip](/adapters/browser/ctrip)** | `search` | 🔐 Browser |
-| **[reuters](/adapters/browser/reuters)** | `search` | 🔐 Browser |
-| **[smzdm](/adapters/browser/smzdm)** | `search` | 🔐 Browser |
-| **[jike](/adapters/browser/jike)** | `feed` `search` `post` `topic` `user` `create` `comment` `like` `repost` `notifications` | 🔐 Browser |
-| **[jimeng](/adapters/browser/jimeng)** | `generate` `history` | 🔐 Browser |
-| **[linux-do](/adapters/browser/linux-do)** | `hot` `latest` `categories` `category` `search` `topic` | 🔐 Browser |
-| **[chaoxing](/adapters/browser/chaoxing)** | `assignments` `exams` | 🔐 Browser |
-| **[grok](/adapters/browser/grok)** | `ask` | 🔐 Browser |
-| **[weread](/adapters/browser/weread)** | `shelf` `search` `book` `ranking` `notebooks` `highlights` `notes` | 🔐 Browser |
+| **[twitter](./browser/twitter)** | `trending` `bookmarks` `profile` `search` `timeline` `thread` `following` `followers` `notifications` `post` `reply` `delete` `like` `article` `follow` `unfollow` `bookmark` `unbookmark` `download` `accept` `reply-dm` `block` `unblock` `hide-reply` | 🔐 Browser |
+| **[reddit](./browser/reddit)** | `hot` `frontpage` `popular` `search` `subreddit` `read` `user` `user-posts` `user-comments` `upvote` `save` `comment` `subscribe` `saved` `upvoted` | 🔐 Browser |
+| **[tieba](./browser/tieba)** | `hot` `posts` `search` `read` | 🔐 Browser |
+| **[bilibili](./browser/bilibili)** | `hot` `search` `me` `favorite` `history` `feed` `subtitle` `dynamic` `ranking` `following` `user-videos` `download` | 🔐 Browser |
+| **[zhihu](./browser/zhihu)** | `hot` `search` `question` `download` | 🔐 Browser |
+| **[xiaohongshu](./browser/xiaohongshu)** | `search` `notifications` `feed` `user` `download` `publish` `creator-notes` `creator-note-detail` `creator-notes-summary` `creator-profile` `creator-stats` | 🔐 Browser |
+| **[xueqiu](./browser/xueqiu)** | `feed` `hot-stock` `hot` `search` `stock` `comments` `watchlist` `earnings-date` `fund-holdings` `fund-snapshot` | 🔐 Browser |
+| **[youtube](./browser/youtube)** | `search` `video` `transcript` | 🔐 Browser |
+| **[v2ex](./browser/v2ex)** | `hot` `latest` `topic` `node` `user` `member` `replies` `nodes` `daily` `me` `notifications` | 🌐 / 🔐 |
+| **[bloomberg](./browser/bloomberg)** | `main` `markets` `economics` `industries` `tech` `politics` `businessweek` `opinions` `feeds` `news` | 🌐 / 🔐 |
+| **[weibo](./browser/weibo)** | `hot` `search` | 🔐 Browser |
+| **[linkedin](./browser/linkedin)** | `search` `timeline` | 🔐 Browser |
+| **[coupang](./browser/coupang)** | `search` `add-to-cart` | 🔐 Browser |
+| **[boss](./browser/boss)** | `search` `detail` `recommend` `joblist` `greet` `batchgreet` `send` `chatlist` `chatmsg` `invite` `mark` `exchange` `resume` `stats` | 🔐 Browser |
+| **[ctrip](./browser/ctrip)** | `search` | 🔐 Browser |
+| **[reuters](./browser/reuters)** | `search` | 🔐 Browser |
+| **[smzdm](./browser/smzdm)** | `search` | 🔐 Browser |
+| **[jike](./browser/jike)** | `feed` `search` `post` `topic` `user` `create` `comment` `like` `repost` `notifications` | 🔐 Browser |
+| **[jimeng](./browser/jimeng)** | `generate` `history` | 🔐 Browser |
+| **[yollomi](./browser/yollomi)** | `generate` `video` `edit` `upload` `models` `remove-bg` `upscale` `face-swap` `restore` `try-on` `background` `object-remover` | 🔐 Browser |
+| **[linux-do](./browser/linux-do)** | `feed` `categories` `tags` `search` `topic` `user-topics` `user-posts` | 🔐 Browser |
+| **[chaoxing](./browser/chaoxing)** | `assignments` `exams` | 🔐 Browser |
+| **[grok](./browser/grok)** | `ask` | 🔐 Browser |
+| **[gemini](./browser/gemini)** | `new` `ask` `image` | 🔐 Browser |
+| **[notebooklm](./browser/notebooklm)** | `status` `list` `open` `select` `current` `get` `metadata` `source-list` `source-get` `source-fulltext` `source-guide` `history` `note-list` `notes-list` `notes-get` `summary` | 🔐 Browser |
+| **[doubao](./browser/doubao)** | `status` `new` `send` `read` `ask` `history` `detail` `meeting-summary` `meeting-transcript` | 🔐 Browser |
+| **[weread](./browser/weread)** | `shelf` `search` `book` `ranking` `notebooks` `highlights` `notes` | 🔐 Browser |
+| **[douban](./browser/douban)** | `search` `top250` `subject` `photos` `download` `marks` `reviews` `movie-hot` `book-hot` | 🔐 Browser |
+| **[facebook](./browser/facebook)** | `feed` `profile` `search` `friends` `groups` `events` `notifications` `memories` `add-friend` `join-group` | 🔐 Browser |
+| **[imdb](./browser/imdb)** | `search` `title` `top` `trending` `person` `reviews` | 🌐 / 🔐 |
+| **[instagram](./browser/instagram)** | `explore` `profile` `search` `user` `followers` `following` `follow` `unfollow` `like` `unlike` `comment` `save` `unsave` `saved` | 🔐 Browser |
+| **[medium](./browser/medium)** | `feed` `search` `user` | 🔐 Browser |
+| **[sinablog](./browser/sinablog)** | `hot` `search` `article` `user` | 🔐 Browser |
+| **[substack](./browser/substack)** | `feed` `search` `publication` | 🔐 Browser |
+| **[pixiv](./browser/pixiv)** | `ranking` `search` `user` `illusts` `detail` `download` | 🔐 Browser |
+| **[tiktok](./browser/tiktok)** | `explore` `search` `profile` `user` `following` `follow` `unfollow` `like` `unlike` `comment` `save` `unsave` `live` `notifications` `friends` | 🔐 Browser |
+| **[google](./browser/google)** | `news` `search` `suggest` `trends` | 🌐 / 🔐 |
+| **[jd](./browser/jd)** | `item` | 🔐 Browser |
+| **[amazon](./browser/amazon)** | `bestsellers` `search` `product` `offer` `discussion` | 🔐 Browser |
+| **[web](./browser/web)** | `read` | 🔐 Browser |
+| **[weixin](./browser/weixin)** | `download` | 🔐 Browser |
+| **[36kr](./browser/36kr)** | `news` `hot` `search` `article` | 🌐 / 🔐 |
+| **[producthunt](./browser/producthunt)** | `posts` `today` `hot` `browse` | 🌐 / 🔐 |
+| **[ones](./browser/ones)** | `login` `me` `token-info` `tasks` `my-tasks` `task` `worklog` `logout` | 🔐 Browser Bridge + `ONES_BASE_URL` |
 
 ## Public API Adapters
 
 | Site | Commands | Mode |
 |------|----------|------|
-| **[hackernews](/adapters/browser/hackernews)** | `top` | 🌐 Public |
-| **[github](/adapters/browser/github)** | `search` | 🌐 Public |
-| **[bbc](/adapters/browser/bbc)** | `news` | 🌐 Public |
-| **[apple-podcasts](/adapters/browser/apple-podcasts)** | `search` `episodes` `top` | 🌐 Public |
-| **[xiaoyuzhou](/adapters/browser/xiaoyuzhou)** | `podcast` `podcast-episodes` `episode` | 🌐 Public |
-| **[yahoo-finance](/adapters/browser/yahoo-finance)** | `quote` | 🌐 Public |
-| **[arxiv](/adapters/browser/arxiv)** | `search` `paper` | 🌐 Public |
-| **[barchart](/adapters/browser/barchart)** | `quote` `options` `greeks` `flow` | 🌐 Public |
-| **[hf](/adapters/browser/hf)** | `top` | 🌐 Public |
-| **[sinafinance](/adapters/browser/sinafinance)** | `news` | 🌐 Public |
-| **[stackoverflow](/adapters/browser/stackoverflow)** | `hot` `search` `bounties` `unanswered` | 🌐 Public |
-| **[wikipedia](/adapters/browser/wikipedia)** | `search` `summary` | 🌐 Public |
+| **[hackernews](./browser/hackernews)** | `top` `new` `best` `ask` `show` `jobs` `search` `user` | 🌐 Public |
+| **[bbc](./browser/bbc)** | `news` | 🌐 Public |
+| **[devto](./browser/devto)** | `top` `tag` `user` | 🌐 Public |
+| **[dictionary](./browser/dictionary)** | `search` `synonyms` `examples` | 🌐 Public |
+| **[apple-podcasts](./browser/apple-podcasts)** | `search` `episodes` `top` | 🌐 Public |
+| **[xiaoyuzhou](./browser/xiaoyuzhou)** | `podcast` `podcast-episodes` `episode` | 🌐 Public |
+| **[yahoo-finance](./browser/yahoo-finance)** | `quote` | 🌐 Public |
+| **[arxiv](./browser/arxiv)** | `search` `paper` | 🌐 Public |
+| **[paperreview](./browser/paperreview)** | `submit` `review` `feedback` | 🌐 Public |
+| **[barchart](./browser/barchart)** | `quote` `options` `greeks` `flow` | 🌐 Public |
+| **[hf](./browser/hf)** | `top` | 🌐 Public |
+| **[sinafinance](./browser/sinafinance)** | `news` | 🌐 Public |
+| **[spotify](./browser/spotify)** | `auth` `status` `play` `pause` `next` `prev` `volume` `search` `queue` `shuffle` `repeat` | 🔑 OAuth API |
+| **[stackoverflow](./browser/stackoverflow)** | `hot` `search` `bounties` `unanswered` | 🌐 Public |
+| **[wikipedia](./browser/wikipedia)** | `search` `summary` `random` `trending` | 🌐 Public |
+| **[lobsters](./browser/lobsters)** | `hot` `newest` `active` `tag` | 🌐 Public |
+| **[steam](./browser/steam)** | `top-sellers` | 🌐 Public |
 
 ## Desktop Adapters
 
 | App | Description | Commands |
 |-----|-------------|----------|
-| **[Cursor](/adapters/desktop/cursor)** | Control Cursor IDE | `status` `send` `read` `new` `dump` `composer` `model` `extract-code` `ask` `screenshot` `history` `export` |
-| **[Codex](/adapters/desktop/codex)** | Drive OpenAI Codex CLI agent | `status` `send` `read` `new` `extract-diff` `model` `ask` `screenshot` `history` `export` |
-| **[Antigravity](/adapters/desktop/antigravity)** | Control Antigravity Ultra | `status` `send` `read` `new` `dump` `extract-code` `model` `watch` |
-| **[ChatGPT](/adapters/desktop/chatgpt)** | Automate ChatGPT macOS app | `status` `new` `send` `read` `ask` |
-| **[ChatWise](/adapters/desktop/chatwise)** | Multi-LLM client | `status` `new` `send` `read` `ask` `model` `history` `export` `screenshot` |
-| **[Notion](/adapters/desktop/notion)** | Search, read, write pages | `status` `search` `read` `new` `write` `sidebar` `favorites` `export` |
-| **[Discord](/adapters/desktop/discord)** | Desktop messages & channels | `status` `send` `read` `channels` `servers` `search` `members` |
-| **[Feishu](/adapters/desktop/feishu)** | 飞书/Lark via AppleScript | `status` `send` `read` `search` `new` |
-| **[WeChat](/adapters/desktop/wechat)** | 微信 via AppleScript | `status` `send` `read` `search` `chats` `contacts` |
-| **[NeteaseMusic](/adapters/desktop/neteasemusic)** | 网易云音乐 via CDP | `status` `playing` `play` `next` `prev` `search` `playlist` `like` `lyrics` `volume` |
+| **[Cursor](./desktop/cursor)** | Control Cursor IDE | `status` `send` `read` `new` `dump` `composer` `model` `extract-code` `ask` `screenshot` `history` `export` |
+| **[Codex](./desktop/codex)** | Drive OpenAI Codex CLI agent | `status` `send` `read` `new` `extract-diff` `model` `ask` `screenshot` `history` `export` |
+| **[Antigravity](./desktop/antigravity)** | Control Antigravity Ultra | `status` `send` `read` `new` `dump` `extract-code` `model` `watch` |
+| **[ChatGPT](./desktop/chatgpt)** | Automate ChatGPT macOS app | `status` `new` `send` `read` `ask` |
+| **[ChatWise](./desktop/chatwise)** | Multi-LLM client | `status` `new` `send` `read` `ask` `model` `history` `export` `screenshot` |
+| **[Notion](./desktop/notion)** | Search, read, write pages | `status` `search` `read` `new` `write` `sidebar` `favorites` `export` |
+| **[Discord](./desktop/discord)** | Desktop messages & channels | `status` `send` `read` `channels` `servers` `search` `members` |
+| **[Doubao App](./desktop/doubao-app)** | Doubao AI desktop app via CDP | `status` `new` `send` `read` `ask` `screenshot` `dump` |

docs/advanced/download.md

@@ -9,7 +9,9 @@ OpenCLI supports downloading images, videos, and articles from supported platfor
 | **xiaohongshu** | Images, Videos | Downloads all media from a note |
 | **bilibili** | Videos | Requires `yt-dlp` installed |
 | **twitter** | Images, Videos | Downloads from user media tab or single tweet |
+| **douban** | Images | Downloads poster / still image lists from movie subjects |
 | **zhihu** | Articles (Markdown) | Exports articles with optional image download |
+| **weixin** | Articles (Markdown) | Exports WeChat Official Account articles |
 
 ## Prerequisites
 
@@ -26,23 +28,29 @@ brew install yt-dlp
 
 ```bash
 # Download images/videos from Xiaohongshu note
-opencli xiaohongshu download --note_id abc123 --output ./xhs
+opencli xiaohongshu download --note-id abc123 --output ./xhs
 
 # Download Bilibili video (requires yt-dlp)
 opencli bilibili download --bvid BV1xxx --output ./bilibili
 opencli bilibili download --bvid BV1xxx --quality 1080p
 
 # Download Twitter media from user
-opencli twitter download --username elonmusk --limit 20 --output ./twitter
+opencli twitter download elonmusk --limit 20 --output ./twitter
 
 # Download single tweet media
 opencli twitter download --tweet-url "https://x.com/user/status/123" --output ./twitter
 
+# Download Douban posters / stills
+opencli douban download 30382501 --output ./douban
+
 # Export Zhihu article to Markdown
-opencli zhihu download --url "https://zhuanlan.zhihu.com/p/xxx" --output ./zhihu
+opencli zhihu download "https://zhuanlan.zhihu.com/p/xxx" --output ./zhihu
 
 # Export with local images
-opencli zhihu download --url "https://zhuanlan.zhihu.com/p/xxx" --download-images
+opencli zhihu download "https://zhuanlan.zhihu.com/p/xxx" --download-images
+
+# Export WeChat article to Markdown
+opencli weixin download --url "https://mp.weixin.qq.com/s/xxx" --output ./weixin
 ```
 
 ## Pipeline Step (YAML Adapters)

docs/advanced/rate-limiter-plugin.md

@@ -0,0 +1,99 @@
+# Rate Limiter Plugin
+
+An optional plugin that adds a random sleep between browser-based commands to reduce the risk of platform rate-limiting or bot detection.
+
+## Install
+
+```bash
+opencli plugin install github:jackwener/opencli-plugin-rate-limiter
+```
+
+Or copy the example below into `~/.opencli/plugins/rate-limiter/` to use it locally without installing from GitHub.
+
+## What it does
+
+After every command targeting a browser platform (xiaohongshu, weibo, bilibili, douyin, tiktok, …), the plugin sleeps for a random duration — 5–30 seconds by default — before returning control to the caller.
+
+## Configuration
+
+| Variable | Default | Description |
+|---|---|---|
+| `OPENCLI_RATE_MIN` | `5` | Minimum sleep in seconds |
+| `OPENCLI_RATE_MAX` | `30` | Maximum sleep in seconds |
+| `OPENCLI_NO_RATE` | — | Set to `1` to disable entirely (local dev) |
+
+```bash
+# Shorter delays for light scraping
+OPENCLI_RATE_MIN=3 OPENCLI_RATE_MAX=10 opencli xiaohongshu search "AI眼镜"
+
+# Skip delays when iterating locally
+OPENCLI_NO_RATE=1 opencli bilibili comments BV1WtAGzYEBm
+```
+
+## Local installation (without GitHub)
+
+1. Create the plugin directory:
+
+   ```bash
+   mkdir -p ~/.opencli/plugins/rate-limiter
+   ```
+
+2. Create `~/.opencli/plugins/rate-limiter/package.json`:
+
+   ```json
+   { "type": "module" }
+   ```
+
+3. Create `~/.opencli/plugins/rate-limiter/index.js`:
+
+   ```js
+   import { onAfterExecute } from '@jackwener/opencli/hooks'
+
+   const BROWSER_DOMAINS = [
+     'xiaohongshu', 'weibo', 'bilibili', 'douyin', 'tiktok',
+     'instagram', 'twitter', 'youtube', 'zhihu', 'douban',
+     'jike', 'weixin', 'xiaoyuzhou',
+   ]
+
+   onAfterExecute(async (ctx) => {
+     if (process.env.OPENCLI_NO_RATE === '1') return
+
+     const site = ctx.command?.split('/')?.[0] ?? ''
+     if (!BROWSER_DOMAINS.includes(site)) return
+
+     const min = Number(process.env.OPENCLI_RATE_MIN ?? 5)
+     const max = Number(process.env.OPENCLI_RATE_MAX ?? 30)
+     const ms = Math.floor(Math.random() * (max - min + 1) + min) * 1000
+
+     process.stderr.write(`[rate-limiter] ${site}: sleeping ${(ms / 1000).toFixed(0)}s\n`)
+     await new Promise(r => setTimeout(r, ms))
+   })
+   ```
+
+4. Verify it loaded:
+
+   ```bash
+   OPENCLI_NO_RATE=1 opencli xiaohongshu search "test" 2>&1 | grep rate-limiter
+   # → (no output — plugin loaded but rate limit skipped)
+
+   opencli xiaohongshu search "test" 2>&1 | grep rate-limiter
+   # → [rate-limiter] xiaohongshu: sleeping 12s
+   ```
+
+## Writing your own plugin
+
+Plugins are plain JS/TS files in `~/.opencli/plugins/<name>/`. A plugin file must export a hook registration call that matches the pattern `onStartup(`, `onBeforeExecute(`, or `onAfterExecute(` — opencli's discovery engine uses this pattern to identify hook files vs. command files.
+
+```js
+// ~/.opencli/plugins/my-plugin/index.js
+import { onAfterExecute } from '@jackwener/opencli/hooks'
+
+onAfterExecute(async (ctx) => {
+  // ctx.command — e.g. "bilibili/comments"
+  // ctx.args    — coerced command arguments
+  // ctx.error   — set if the command threw
+  console.error(`[my-plugin] finished: ${ctx.command}`)
+})
+```
+
+See [hooks.ts](../../src/hooks.ts) for the full `HookContext` type.

docs/comparison.md

@@ -0,0 +1,125 @@
+# Comparison Guide
+
+OpenCLI occupies a specific niche in the browser automation ecosystem. This guide honestly evaluates where opencli excels, where it's a viable option, and where other tools are a better fit.
+
+## At a Glance
+
+| Tool | Approach | Best for |
+|------|----------|----------|
+| **opencli** | Pre-built adapters (YAML/TS) | Deterministic site commands, broad platform coverage, desktop apps |
+| **Browser-Use** | LLM-driven browser control | General-purpose AI browser automation |
+| **Crawl4AI** | Async web crawler | Large-scale data crawling |
+| **Firecrawl** | Scraping API / self-hosted | Clean markdown extraction, managed or self-hosted infrastructure |
+| **agent-browser** | Browser primitive CLI | Token-efficient AI agent browsing |
+| **Stagehand** | AI browser framework | Developer-friendly browser automation |
+| **Skyvern** | Visual AI automation | Cross-site generalized workflows |
+
+## Scenario Comparison
+
+### 1. Scheduled Batch Data Extraction
+
+> "I want to pull trending posts from Bilibili/Reddit/HackerNews every hour into my pipeline."
+
+| Tool | Fit | Notes |
+|------|-----|-------|
+| **opencli** | Best | One command, structured JSON output, zero runtime cost. Runs in cron/CI without tokens or API keys. |
+| Crawl4AI | Good | Strong for large-scale crawling, but requires writing extraction logic per site. |
+| Firecrawl | Viable | Managed service with clean output, but costs scale with volume. |
+| Browser-Use / Stagehand | Poor | LLM inference on every run is slow, expensive, and non-deterministic for repeated tasks. |
+
+**Why opencli wins here:** A command like `opencli bilibili hot -f json` returns the same structured schema every time, costs nothing to run, and finishes in seconds. For recurring data extraction from known sites, pre-built adapters beat LLM-driven approaches on cost, speed, and reliability.
+
+### 2. AI Agent Site Operations
+
+> "My AI agent needs to search Twitter, read Reddit threads, or post to Xiaohongshu."
+
+| Tool | Fit | Notes |
+|------|-----|-------|
+| **opencli** | Best | Structured JSON output, fast deterministic execution, hundreds of commands ready to use. |
+| agent-browser | Good | Token-efficient browser primitives, but requires LLM reasoning for every step. |
+| Browser-Use | Viable | General-purpose, but each operation costs tokens and takes 10-60s. |
+| Stagehand | Viable | Good DX, but same LLM-per-action cost model. |
+
+**Why opencli wins here:** When your agent needs `twitter search "AI news" -f json`, a deterministic command that returns in seconds is strictly better than an LLM clicking through a webpage. The agent saves tokens for reasoning, not navigation.
+
+### 3. Authenticated Operations (Login-Required Sites)
+
+> "I need to access my bookmarks, post content, or interact with sites that require login."
+
+| Tool | Fit | Notes |
+|------|-----|-------|
+| **opencli** | Best | Reuses your Chrome login session via Browser Bridge. No credentials stored or transmitted. |
+| Browser-Use | Viable | Can use browser profiles, but credential management is manual. |
+| Firecrawl | Poor | Cloud service cannot access your authenticated sessions. |
+| Crawl4AI | Poor | Requires manual cookie/session injection. |
+
+**Why opencli wins here:** The Browser Bridge extension reuses your existing Chrome login state in real-time. You log in once in Chrome, and opencli commands work immediately. No OAuth setup, no API keys, no credential files.
+
+### 4. General Web Browsing & Exploration
+
+> "I need to explore an unknown website, fill forms, or navigate complex multi-step flows."
+
+| Tool | Fit | Notes |
+|------|-----|-------|
+| Browser-Use | Best | LLM-driven, handles arbitrary websites and flows. |
+| Stagehand | Best | Clean API for `act()`, `extract()`, `observe()` on any page. |
+| agent-browser | Good | Token-efficient primitives for AI agents. |
+| Skyvern | Good | Visual AI that generalizes across sites. |
+| **opencli** | Poor | Only works with sites that have pre-built adapters. Cannot handle arbitrary websites. |
+
+**opencli is not the right tool here.** If you need to explore unknown websites or handle one-off tasks on sites without adapters, use an LLM-driven browser tool. opencli trades generality for determinism and cost.
+
+### 5. Desktop App Control
+
+> "I want to script Cursor, ChatGPT, Notion, or other Electron apps from the terminal."
+
+| Tool | Fit | Notes |
+|------|-----|-------|
+| **opencli** | Best | 8 desktop adapters via CDP + AppleScript. The only CLI tool with this capability. |
+| All others | N/A | Browser automation tools cannot control desktop applications. |
+
+**This is unique to opencli.** No other tool in this comparison can send a prompt to ChatGPT desktop, extract code from Cursor, or write to Notion pages via CLI.
+
+## Key Trade-offs
+
+### opencli's Strengths
+
+- **Zero LLM cost** — No tokens consumed at runtime. Run 10,000 times for free.
+- **Deterministic output** — Same command always returns the same schema. Pipeable, scriptable, CI-friendly.
+- **Speed** — Adapter commands return in seconds, not minutes.
+- **Broad platform coverage** — 50+ sites spanning global platforms (Reddit, HackerNews, Twitter, YouTube) and Chinese platforms (Bilibili, Zhihu, Xiaohongshu, Douban, Weibo) with adapters that understand local anti-bot patterns.
+- **Desktop app control** — CDP adapters for Cursor, Codex, Notion, ChatGPT, Discord, and more.
+- **Easy to extend** — Drop a `.yaml` or `.ts` adapter into the `clis/` folder for auto-registration. Contributing a new site adapter is straightforward.
+
+### opencli's Limitations
+
+- **Coverage requires adapters** — opencli only works with sites that have pre-built adapters. Adding a new site means writing a YAML or TypeScript adapter.
+- **Adapter maintenance** — When a website updates its DOM or API, the corresponding adapter may need updating. The community maintains these, but breakage is possible.
+- **Not general-purpose** — Cannot handle arbitrary websites. For unknown sites, pair opencli with a general browser tool as a fallback.
+
+## Complementary Usage
+
+opencli works best alongside general-purpose browser tools, not as a replacement:
+
+```
+Has adapter?  ──yes──▶  opencli (fast, free, deterministic)
+     │
+     no
+     │
+     ▼
+One-off task?  ──yes──▶  Browser-Use / Stagehand (LLM-driven)
+     │
+     no
+     │
+     ▼
+Recurring?    ──yes──▶  Write an opencli adapter, then use opencli
+```
+
+## Further Reading
+
+- [Architecture Overview](./developer/architecture.md)
+- [Writing a YAML Adapter](./developer/yaml-adapter.md)
+- [Writing a TypeScript Adapter](./developer/ts-adapter.md)
+- [Testing Guide](./developer/testing.md)
+- [AI Workflow](./developer/ai-workflow.md)
+- [Contributing Guide](./developer/contributing.md)

docs/developer/architecture.md

@@ -34,8 +34,14 @@ OpenCLI is built on a **Dual-Engine Architecture** that supports both declarativ
 ### Registry (`src/registry.ts`)
 Central command registry. All adapters register their commands via the `cli()` function with metadata: site, name, description, domain, strategy, args, columns.
 
-### Engine (`src/engine.ts`)
-Command discovery and execution engine. Discovers commands from the registry, parses arguments, executes the appropriate adapter, and routes output through the formatter.
+### Discovery (`src/discovery.ts`)
+CLI discovery and manifest loading. Discovers commands from YAML and TypeScript adapter files, parses YAML pipelines, and registers them into the central registry.
+
+### Execution (`src/execution.ts`)
+Command execution: argument validation, lazy loading of adapter modules, and executing the appropriate handler function.
+
+### Commander Adapter (`src/commanderAdapter.ts`)
+Bridges the Registry commands to Commander.js subcommands. Handles positional args, named options, browser session wiring, and output formatting. Isolates all Commander-specific logic so the core is framework-agnostic.
 
 ### Browser (`src/browser.ts`)
 Manages connections to Chrome via the Browser Bridge WebSocket daemon. Handles JSON-RPC messaging, tab management, and extension/standalone mode switching.
@@ -60,15 +66,22 @@ OpenCLI uses a 3-tier authentication strategy:
 | `public` | Direct HTTP fetch, no auth | Public APIs (HackerNews, BBC) |
 | `cookie` | Reuse Chrome cookies via Browser Bridge | Logged-in sites (Bilibili, Zhihu) |
 | `header` | Custom auth headers | API-key based services |
+| `intercept` | Network request interception | GraphQL/XHR capture (Twitter) |
+| `ui` | DOM interaction via accessibility snapshot | Desktop apps, write operations |
 
 ## Directory Structure
 
 ```
 src/
 ├── main.ts              # Entry point
-├── engine.ts            # Command execution engine
+├── cli.ts               # Commander.js CLI setup + built-in commands
+├── commanderAdapter.ts  # Registry → Commander bridge
+├── discovery.ts         # CLI discovery, manifest loading, YAML parsing
+├── execution.ts         # Arg validation, command execution
 ├── registry.ts          # Command registry
-├── browser.ts           # Browser Bridge connection
+├── serialization.ts     # Command serialization helpers
+├── runtime.ts           # Browser session & timeout management
+├── browser/             # Browser Bridge connection
 ├── output.ts            # Output formatting
 ├── doctor.ts            # Diagnostic tool
 ├── pipeline/            # YAML pipeline engine

docs/developer/contributing.md

@@ -17,7 +17,8 @@ npm run build
 
 # 4. Run a few checks
 npx tsc --noEmit
-npx vitest run src/
+npm test
+npm run test:adapter
 
 # 5. Link globally (optional, for testing `opencli` command)
 npm link
@@ -27,6 +28,12 @@ npm link
 
 This is the most common type of contribution. Start with YAML when possible, and use TypeScript only when you need browser-side logic or multi-step flows.
 
+Before you start:
+
+- Prefer positional args for the command's primary subject (`search <query>`, `topic <id>`, `download <url>`). Reserve named flags for optional modifiers such as `--limit`, `--sort`, `--lang`, and `--output`.
+- Normalize expected adapter failures to `CliError` subclasses instead of raw `Error` whenever possible. Prefer `AuthRequiredError`, `EmptyResultError`, `CommandExecutionError`, `TimeoutError`, and `ArgumentError` so the top-level CLI can render better messages and hints.
+- If you add a new adapter or make a command newly discoverable, update the matching doc page and the user-facing indexes that expose it.
+
 ### YAML Adapter (Recommended for data-fetching commands)
 
 Create a file like `src/clis/<site>/<command>.yaml`:
@@ -70,6 +77,7 @@ Create a file like `src/clis/<site>/<command>.ts`:
 
 ```typescript
 import { cli, Strategy } from '../../registry.js';
+import { CommandExecutionError, EmptyResultError } from '../../errors.js';
 
 cli({
   site: 'mysite',
@@ -86,6 +94,8 @@ cli({
   func: async (page, kwargs) => {
     const { query, limit = 10 } = kwargs;
     // ... browser automation logic
+    if (!Array.isArray(data)) throw new CommandExecutionError('MySite returned an unexpected response');
+    if (!data.length) throw new EmptyResultError('mysite search', 'Try a different keyword');
     return data.slice(0, Number(limit)).map((item: any) => ({
       title: item.title,
       url: item.url,
@@ -109,6 +119,7 @@ opencli <site> <command> -v    # Verbose mode for debugging
 - **ES Modules** — use `.js` extensions in imports (TypeScript output).
 - **Naming**: `kebab-case` for files, `camelCase` for variables/functions, `PascalCase` for types/classes.
 - **No default exports** — use named exports.
+- **Errors** — throw `CliError` subclasses for expected adapter failures; avoid raw `Error` for normal adapter control flow.
 
 ## Commit Convention
 
@@ -129,8 +140,16 @@ chore: bump vitest to v4
 3. Run the checks:
    ```bash
    npx tsc --noEmit           # Type check
-   npx vitest run src/        # Unit tests
+   npm test                   # Core unit tests
+   npm run test:adapter       # Focused adapter tests (if adapter logic changed)
    opencli validate           # YAML validation (if applicable)
    ```
 4. Commit using conventional commit format
 5. Push and open a PR
+
+If your PR adds a new adapter or changes user-facing commands, also verify:
+
+- Adapter docs exist under `docs/adapters/`
+- `docs/adapters/index.md` is updated for new adapters
+- VitePress sidebar includes the new doc page
+- `README.md` / `README.zh-CN.md` stay aligned when command discoverability changes

docs/developer/testing.md

@@ -18,57 +18,74 @@
 
 测试分为三层，全部使用 **vitest** 运行：
 
-```
+```text
 tests/
 ├── e2e/                           # E2E 集成测试（子进程运行真实 CLI）
-│   ├── helpers.ts                 # runCli() 共享工具
-│   ├── public-commands.test.ts    # 公开 API 命令（无需浏览器）
+│   ├── helpers.ts                 # runCli() / parseJsonOutput() 共享工具
+│   ├── public-commands.test.ts    # 公开 API 命令
 │   ├── browser-public.test.ts     # 浏览器命令（公开数据）
-│   ├── browser-auth.test.ts       # 需登录命令（graceful failure 测试）
-│   ├── management.test.ts         # 管理命令（list, validate, verify, help）
-│   └── output-formats.test.ts     # 输出格式（json/yaml/csv/md）
-├── smoke/                         # 烟雾测试（仅定时 / 手动触发）
-│   └── api-health.test.ts         # 外部 API 可用性检测
+│   ├── browser-auth.test.ts       # 需登录命令（graceful failure）
+│   ├── management.test.ts         # 管理命令（list / validate / verify / help）
+│   └── output-formats.test.ts     # 输出格式校验
+├── smoke/
+│   └── api-health.test.ts         # 外部 API、adapter 定义、命令注册健康检查
 src/
-├── *.test.ts                      # 单元测试（已有 8 个）
+├── **/*.test.ts                   # 核心单元测试（默认 `unit` project）
+└── clis/{zhihu,twitter,reddit,bilibili}/**/*.test.ts  # 聚焦 adapter tests
 ```
 
-| 层 | 位置 | 运行方式 | 用途 |
-|---|---|---|---|
-| 单元测试 | `src/**/*.test.ts` | `npx vitest run src/` | 内部模块逻辑 |
-| E2E 测试 | `tests/e2e/*.test.ts` | `npx vitest run tests/e2e/` | 真实 CLI 命令执行 |
-| 烟雾测试 | `tests/smoke/*.test.ts` | `npx vitest run tests/smoke/` | 外部 API 健康 |
+| 层 | 位置 | 当前文件数 | 运行方式 | 用途 |
+|---|---|---:|---|---|
+| 单元测试 | `src/**/*.test.ts`（排除 `src/clis/**`） | - | `npm test` | 内部模块、pipeline、runtime |
+| Adapter 测试 | `src/clis/{zhihu,twitter,reddit,bilibili}/**/*.test.ts` | - | `npm run test:adapter` | 保留 4 个重点站点的 adapter 覆盖 |
+| E2E 测试 | `tests/e2e/*.test.ts` | 5 | `npx vitest run tests/e2e/` | 真实 CLI 命令执行 |
+| 烟雾测试 | `tests/smoke/*.test.ts` | 1 | `npx vitest run tests/smoke/` | 外部 API 与注册完整性 |
 
 ---
 
 ## 当前覆盖范围
 
-### 单元测试（8 个文件）
+### 单元测试与 Adapter 测试
 
-| 文件 | 覆盖内容 |
+| 领域 | 文件 |
 |---|---|
-| `browser.test.ts` | JSON-RPC、tab 管理、extension/standalone 模式切换 |
-| `engine.test.ts` | 命令发现与执行 |
-| `registry.test.ts` | 命令注册与策略分配 |
-| `output.test.ts` | 输出格式渲染 |
-| `doctor.test.ts` | Token 诊断 |
-| `coupang.test.ts` | 数据归一化 |
-| `pipeline/template.test.ts` | 模板表达式求值 |
-| `pipeline/transform.test.ts` | 数据变换步骤 |
+| 核心运行时与输出 | `src/browser.test.ts`, `src/browser/dom-snapshot.test.ts`, `src/build-manifest.test.ts`, `src/capabilityRouting.test.ts`, `src/doctor.test.ts`, `src/engine.test.ts`, `src/interceptor.test.ts`, `src/output.test.ts`, `src/plugin.test.ts`, `src/registry.test.ts`, `src/snapshotFormatter.test.ts` |
+| pipeline 与下载 | `src/download/index.test.ts`, `src/pipeline/executor.test.ts`, `src/pipeline/template.test.ts`, `src/pipeline/transform.test.ts` |
+| 聚焦 adapter 逻辑 | `src/clis/zhihu/download.test.ts`, `src/clis/twitter/timeline.test.ts`, `src/clis/reddit/read.test.ts`, `src/clis/bilibili/dynamic.test.ts` |
 
-### E2E 测试（~52 个用例）
+这些测试覆盖的重点包括：
 
-| 文件 | 覆盖站点/功能 | 测试数 |
-|---|---|---|
-| `public-commands.test.ts` | hackernews/top, v2ex/hot, v2ex/latest, v2ex/topic | 5 |
-| `browser-public.test.ts` | bbc, bilibili×3, weibo, zhihu×2, reddit×2, twitter, xueqiu×2, reuters, youtube, smzdm, boss, ctrip, coupang, xiaohongshu, yahoo-finance, v2ex/daily | 21 |
-| `browser-auth.test.ts` | bilibili/me,dynamic,favorite,history,following + twitter/bookmarks,timeline,notifications + v2ex/me,notifications + xueqiu/feed,watchlist + xiaohongshu/feed,notifications | 14 |
-| `management.test.ts` | list×5 格式, validate×3 级别, verify, --version, --help, unknown cmd | 12 |
-| `output-formats.test.ts` | json, yaml, csv, md 格式验证 | 5 |
+- Browser Bridge、DOM snapshot、interceptor、capability routing
+- manifest 生成、命令发现、插件安装与注册表
+- 输出格式渲染与 snapshot formatting
+- pipeline 模板求值、执行器与变换步骤
+- 各站点 adapter 的数据归一化、参数处理与容错逻辑
 
-### 烟雾测试
+### E2E 测试（5 个文件）
 
-公开 API 可用性（hackernews, v2ex×2, v2ex/topic）+ 全站点注册完整性检查。
+| 文件 | 当前覆盖范围 |
+|---|---|
+| `tests/e2e/public-commands.test.ts` | `bloomberg`、`apple-podcasts`、`hackernews`、`v2ex`、`xiaoyuzhou`、`google suggest` 等公开命令 |
+| `tests/e2e/browser-public.test.ts` | `bbc`、`bloomberg`、`bilibili`、`weibo`、`zhihu`、`reddit`、`twitter`、`xueqiu`、`reuters`、`youtube`、`smzdm`、`boss`、`ctrip`、`coupang`、`xiaohongshu`、`google`、`yahoo-finance`、`v2ex daily` |
+| `tests/e2e/browser-auth.test.ts` | `bilibili`、`twitter`、`v2ex`、`xueqiu`、`linux-do`、`xiaohongshu` 的需登录命令 graceful failure |
+| `tests/e2e/management.test.ts` | `list`、`validate`、`verify`、`--version`、`--help`、unknown command |
+| `tests/e2e/output-formats.test.ts` | `json` / `yaml` / `csv` / `md` 输出格式校验 |
+
+### 烟雾测试（1 个文件）
+
+| 文件 | 当前覆盖范围 |
+|---|---|
+| `tests/smoke/api-health.test.ts` | `hackernews`、`v2ex` 公开 API 可用性，`validate` 全量 adapter 校验，以及命令注册表基础完整性 |
+
+### 快速核对命令
+
+需要刷新测试清单时，直接以仓库文件为准：
+
+```bash
+find src -name '*.test.ts' | sort
+find tests/e2e -name '*.test.ts' | sort
+find tests/smoke -name '*.test.ts' | sort
+```
 
 ---
 
@@ -78,27 +95,31 @@ src/
 
 ```bash
 npm ci                # 安装依赖
-npm run build         # 编译（E2E 测试需要 dist/main.js）
+npm run build         # 编译（E2E / smoke 测试需要 dist/main.js）
 ```
 
 ### 运行命令
 
 ```bash
-# 全部单元测试
-npx vitest run src/
+# 默认核心单元测试（不含大多数 adapter tests）
+npm test
 
-# 全部 E2E 测试（会真实调用外部 API）
+# 聚焦 adapter tests（只保留 4 个重点站点）
+npm run test:adapter
+
+# 全部 E2E 测试（会真实调用外部 API / 浏览器）
 npx vitest run tests/e2e/
 
+# 全部 smoke 测试
+npx vitest run tests/smoke/
+
 # 单个测试文件
+npx vitest run src/clis/apple-podcasts/commands.test.ts
 npx vitest run tests/e2e/management.test.ts
 
-# 全部测试（单元 + E2E）
+# 全部测试
 npx vitest run
 
-# 烟雾测试
-npx vitest run tests/smoke/
-
 # watch 模式（开发时推荐）
 npx vitest src/
 ```
@@ -106,9 +127,10 @@ npx vitest src/
 ### 浏览器命令本地测试须知
 
 - opencli 通过 Browser Bridge 扩展连接已运行的 Chrome 浏览器
-- `browser-public.test.ts` 使用 `tryBrowserCommand()`，站点反爬导致空数据时 warn + pass
-- `browser-auth.test.ts` 验证 **graceful failure**（不 crash 不 hang 即通过）
-- 如需测试完整登录态，保持 Chrome 登录态并安装 Browser Bridge 扩展，手动跑对应测试
+- E2E 测试通过 `tests/e2e/helpers.ts` 里的 `runCli()` 调用已构建的 `dist/main.js`
+- `browser-public.test.ts` 使用 `tryBrowserCommand()`，站点反爬或地域限制导致空数据时会 warn + pass
+- `browser-auth.test.ts` 验证 **graceful failure**，重点是不 crash、不 hang、错误信息可控
+- 如需测试完整登录态，保持 Chrome 登录态并安装 Browser Bridge 扩展，再手动运行对应测试
 
 ---
 
@@ -116,8 +138,8 @@ npx vitest src/
 
 ### 新增 YAML Adapter（如 `src/clis/producthunt/trending.yaml`）
 
-1. **无需额外操作**：`validate` 测试会自动覆盖 YAML 结构验证
-2. 根据 adapter 类型，在对应文件加一个 `it()` block：
+1. `opencli validate` 的 E2E / smoke 测试会覆盖 adapter 结构校验
+2. 根据 adapter 类型，在对应测试文件补一个 `it()` block
 
 ```typescript
 // 如果 browser: false（公开 API）→ tests/e2e/public-commands.test.ts
@@ -148,15 +170,15 @@ it('producthunt me fails gracefully without login', async () => {
 
 ### 新增管理命令（如 `opencli export`）
 
-在 `tests/e2e/management.test.ts` 添加测试。
+在 `tests/e2e/management.test.ts` 添加测试；如果新命令会影响输出格式，也同步补 `tests/e2e/output-formats.test.ts`。
 
 ### 新增内部模块
 
-在 `src/` 下对应位置创建 `*.test.ts`。
+在对应源码旁创建 `*.test.ts`，优先和被测模块放在同一目录下，便于发现与维护。
 
 ### 决策流程图
 
-```
+```text
 新增功能 → 是内部模块？ → 是 → src/ 下加 *.test.ts
                 ↓ 否
          是 CLI 命令？ → browser: false? → tests/e2e/public-commands.test.ts
@@ -170,33 +192,35 @@ it('producthunt me fails gracefully without login', async () => {
 
 ## CI/CD 流水线
 
-### ci.yml（主流水线）
+### `ci.yml`
 
 | Job | 触发条件 | 内容 |
 |---|---|---|
-| **build** | push/PR to main,dev | typecheck + build |
-| **unit-test** | push/PR to main,dev | 单元测试，2 shard 并行 |
-| **smoke-test** | 每周一 08:00 UTC / 手动 | xvfb + real Chrome，外部 API 健康检查 |
+| `build` | push/PR 到 `main`,`dev` | `tsc --noEmit` + `npm run build` |
+| `unit-test` | push/PR 到 `main`,`dev` | Node `20` 与 `22` 双版本运行核心 `unit` tests，按 `2` shard 并行 |
+| `adapter-test` | push/PR 到 `main`,`dev` | Node `22` 运行聚焦的 `zhihu/twitter/reddit/bilibili` adapter tests |
+| `smoke-test` | `schedule` 或 `workflow_dispatch` | 安装真实 Chrome，`xvfb-run` 执行 `tests/smoke/` |
 
-### e2e-headed.yml（E2E 测试）
+### `e2e-headed.yml`
 
 | Job | 触发条件 | 内容 |
 |---|---|---|
-| **e2e-headed** | push/PR to main,dev | xvfb + real Chrome，全部 E2E 测试 |
+| `e2e-headed` | push/PR 到 `main`,`dev`，或手动触发 | 安装真实 Chrome，`xvfb-run` 执行 `tests/e2e/` |
 
-E2E 使用 `browser-actions/setup-chrome` 安装真实 Chrome，配合 `xvfb-run` 提供虚拟显示器，以 headed 模式运行浏览器。
+E2E 与 smoke 都使用 `./.github/actions/setup-chrome` 准备真实 Chrome，并通过 `OPENCLI_BROWSER_EXECUTABLE_PATH` 注入浏览器路径。
 
 ### Sharding
 
-单元测试使用 vitest 内置 shard：
+单元测试使用 vitest 内置 shard，并在 Node `20` / `22` 两个版本上运行：
 
 ::: v-pre
 ```yaml
 strategy:
   matrix:
+    node-version: ['20', '22']
     shard: [1, 2]
 steps:
-  - run: npx vitest run src/ --shard=${{ matrix.shard }}/2
+  - run: npm test -- --reporter=verbose --shard=${{ matrix.shard }}/2
 ```
 :::
 
@@ -208,8 +232,8 @@ opencli 通过 Browser Bridge 扩展连接浏览器：
 
 | 条件 | 模式 | 使用场景 |
 |---|---|---|
-| 扩展已安装 | Extension 模式 | 本地用户，连接已登录的 Chrome |
-| 扩展未安装 | CLI 报错提示安装 | 需要安装 Browser Bridge 扩展 |
+| 扩展已安装 / 已连接 | Extension 模式 | 本地用户，连接已登录的 Chrome |
+| 无扩展 token | CLI 自行拉起浏览器 | CI、无登录态或纯自动化场景 |
 
 CI 中使用 `OPENCLI_BROWSER_EXECUTABLE_PATH` 指定真实 Chrome 路径：
 
@@ -224,14 +248,14 @@ env:
 
 ## 站点兼容性
 
-在 GitHub Actions 美国 runner 上，部分站点因地域限制或登录要求返回空数据。E2E 测试对这些站点使用 warn + pass 策略，不影响 CI 绿灯。
+GitHub Actions 的美国 runner 上，部分站点会因为地域限制、登录要求或反爬而返回空数据。当前 E2E 对这些场景采用 warn + pass 策略，避免偶发站点限制把整条 CI 打红。
 
-| 站点 | CI 状态 | 限制原因 |
+| 站点 | CI 表现 | 常见原因 |
 |---|---|---|
-| hackernews, bbc, v2ex | ✅ 返回数据 | 无限制 |
-| yahoo-finance | ✅ 返回数据 | 无限制 |
-| bilibili, zhihu, weibo, xiaohongshu | ⚠️ 空数据 | 地域限制（中国站点） |
-| reddit, twitter, youtube | ⚠️ 空数据 | 需登录或 cookie |
-| smzdm, boss, ctrip, coupang, xueqiu | ⚠️ 空数据 | 地域限制 / 需登录 |
+| `hackernews`、`bbc`、`v2ex`、`bloomberg` | 通常返回数据 | 公开接口或公开页面 |
+| `yahoo-finance`、`google` | 通常返回数据 | 页面公开，但仍可能受限流影响 |
+| `bilibili`、`zhihu`、`weibo`、`xiaohongshu`、`xueqiu` | 容易空数据 | 地域限制、反爬、登录要求 |
+| `reddit`、`twitter`、`youtube` | 容易空数据 | 登录态、cookie、机器人检测 |
+| `smzdm`、`boss`、`ctrip`、`coupang`、`linux-do` | 结果波动较大 | 地域限制、风控或页面结构变动 |
 
-> 使用 self-hosted runner（国内服务器）可解决地域限制问题。
+> 如果需要更稳定的浏览器 E2E 结果，优先使用具备目标站点网络可达性的 self-hosted runner。

docs/developer/ts-adapter.md

@@ -6,6 +6,7 @@ Use TypeScript adapters when you need browser-side logic, multi-step flows, DOM
 
 ```typescript
 import { cli, Strategy } from '../../registry.js';
+import { CommandExecutionError, EmptyResultError } from '../../errors.js';
 
 cli({
   site: 'mysite',
@@ -34,6 +35,9 @@ cli({
       })()
     `);
 
+    if (!Array.isArray(data)) throw new CommandExecutionError('MySite returned an unexpected response');
+    if (!data.length) throw new EmptyResultError('mysite search', 'Try a different keyword');
+
     return data.slice(0, Number(limit)).map((item: any) => ({
       title: item.title,
       url: item.url,
@@ -69,6 +73,20 @@ Contains parsed CLI arguments as key-value pairs. Always destructure with defaul
 const { query, limit = 10, format = 'json' } = kwargs;
 ```
 
+For most search/read/detail commands, the main subject should be positional (`opencli mysite search "rust"`, `opencli mysite article 123`) instead of a named flag such as `--query` or `--id`. Keep named flags for optional modifiers.
+
+## Error Handling
+
+Prefer throwing `CliError` subclasses from `src/errors.ts` for expected adapter failures:
+
+- `AuthRequiredError` for missing login / cookies
+- `EmptyResultError` for empty but valid responses
+- `CommandExecutionError` for unexpected API or browser failures
+- `TimeoutError` for site timeouts
+- `ArgumentError` for invalid user input
+
+Avoid raw `Error` for normal adapter control flow. This keeps top-level CLI output consistent and preserves hints for users.
+
 ## AI-Assisted Development
 
 Use the AI workflow tools to accelerate adapter creation: