diff --git a/.github/workflows/python-engine.yml b/.github/workflows/python-engine.yml
index 92493c0..900b090 100644
--- a/.github/workflows/python-engine.yml
+++ b/.github/workflows/python-engine.yml
@@ -33,4 +33,36 @@ jobs:
wm = embed_watermark(img, 'hello world', password=42, quality='balanced')
extracted = extract_watermark(wm, password=42, quality='balanced')
assert extracted == 'hello world', f'Roundtrip failed: {extracted}'
- print('All tests passed.')
\ No newline at end of file
+ print('All tests passed.')
+
+ mlwm-unit-tests:
+ runs-on: ubuntu-latest
+ name: MLWM unit tests
+ steps:
+ - uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5
+ - uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065
+ with:
+ python-version: '3.10'
+ - name: Run MLWM unit tests when present
+ shell: bash
+ run: |
+ if [ -d blind_watermark/tests ]; then
+ pip install -r blind_watermark/requirements.txt
+ python -m unittest discover -s blind_watermark/tests
+ else
+ echo "No blind_watermark/tests directory exists on this branch yet."
+ fi
+
+ typecheck:
+ runs-on: ubuntu-latest
+ name: Typecheck
+ steps:
+ - uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5
+ - uses: actions/setup-node@49933ea5288caeca8642d1e84afbd3f7d6820020
+ with:
+ node-version: '20'
+ cache: npm
+ - name: Install dependencies
+ run: npm ci
+ - name: Run TypeScript checks
+ run: npm run typecheck
diff --git a/README.md b/README.md
index e0c7d97..2096b41 100644
--- a/README.md
+++ b/README.md
@@ -1,92 +1,89 @@
LuminCrypt
-
桌面级 Unicode 隐写检测与鲁棒水印(文本/图片)工具箱
+
Local-first Unicode steganography detection and robust watermark toolkit for text and images.
-
-
-
-
-
+ 简体中文
-
-

+
+
+
+
+
+
+
+
+
---
-LuminCrypt 是一个基于 Electron + React + TypeScript 构建的现代桌面安全工具,致力于解决文本中的可疑 Unicode 字符检测问题,并提供强大的文本与图片隐写水印能力。
+LuminCrypt is a desktop security toolkit for **Unicode hidden-character detection**, **encrypted invisible text watermarking**, and **robust blind image watermarking**. It helps researchers, creators, publishers, and security teams inspect suspicious Unicode content, embed recoverable text fingerprints, and test image watermarks against compression, resizing, cropping, and platform re-encoding.
-## 🌟 核心功能
+## Key Features
-- **异常字符检测**:精准识别并高亮文本中的零宽字符、BiDi 控制符、同形字、Tags 区块等隐形或易混淆的 Unicode 字符。
-- **文本水印 (隐写)**:基于 AES-256-GCM 加密,利用不可见字符将水印信息隐写至普通文本中,支持高容错的鲁棒冗余模式(即使载体丢失 10~30% 仍可恢复)。
-- **图片盲水印**:内置强大的 Python 盲水印引擎(Block-DCT + QIM + Reed-Solomon),支持多尺度嵌入,强力抵抗缩放、裁剪、平台二次压缩等破坏。
-- **批量处理与导出**:支持批量扫描文件,并将检测报告一键导出为 JSON、CSV 或 PDF 格式。
+- **Unicode hidden character detection**: finds zero-width characters, BiDi controls, homoglyphs, Unicode Tags, variation selectors, and non-standard spaces.
+- **Encrypted text watermarking**: embeds AES-256-GCM protected payloads into normal text with invisible Unicode carriers and robust redundancy.
+- **Blind image watermarking**: uses a Python image watermark engine based on block-DCT, QIM-style embedding, Reed-Solomon recovery, and multi-scale extraction.
+- **Batch processing and reports**: scans files in batches and exports detection results as JSON, CSV, or PDF.
+- **Local desktop workflow**: built with Electron, React, TypeScript, and a Python helper for image watermark processing.
----
-
-## 📸 截图示例
+## Screenshots
-
----
-
-## 🛠️ 环境要求
+## Requirements
-| 工具 | 最低版本 | 说明 |
-|------|----------|------|
-| **Node.js** | 18+ | 运行 Electron 和前端构建 |
-| **npm** | 9+ | 包管理工具 |
-| **Python** | 3.8+ | 仅图片盲水印引擎需要 |
+| Tool | Version | Notes |
+|---|---:|---|
+| Node.js | 18+ | Electron and frontend build |
+| npm | 9+ | Package manager |
+| Python | 3.10+ recommended | Required for the image watermark backend |
-## 🚀 本地开发
+## Quick Start
-### 1. 安装 Node 依赖
+Install Node dependencies:
```bash
npm install
```
-### 2. 安装 Python 依赖(仅图片水印功能需要)
+Install Python image-watermark dependencies:
```bash
-pip install numpy opencv-python scipy reedsolo
+pip install -r blind_watermark/requirements.txt
```
-### 3. 启动开发模式
+Start the development app:
```bash
npm run dev
```
-### 4. 类型检查
+Run TypeScript checks:
```bash
npm run typecheck
```
-## 📦 打包构建
-
-### 构建 Electron 应用
+## Build
```bash
-# Windows(输出安装包 + 便携版)
+# Windows
npm run build:win
# macOS
@@ -96,40 +93,42 @@ npm run build:mac
npm run build:linux
```
-### 可选:将 Python 引擎打包为独立 exe(无需用户安装 Python)
+Build the Python image-watermark helper:
```bash
npm run build:python
```
-> 提示:需要先安装 PyInstaller (`pip install pyinstaller`)。
-> 产物将输出至 `resources/bin/bwm_helper.exe`,后续执行 `electron-builder` 打包时会自动将其包含在内。
-
-## 🪟 Windows 一键脚本
+The packaged helper is written to `resources/bin/bwm_helper.exe` and included by `electron-builder`.
-项目根目录提供了几个方便 Windows 开发者使用的批处理脚本:
+## Windows Helper Scripts
-- `start.bat`: 一键启动器,提供交互式菜单,可选择启动开发模式(热重载)或预览已构建的版本。
-- `pack.bat`: 一键打包脚本,自动检查环境、安装依赖、构建 Python 引擎,并最终调用 electron-builder 生成 Windows 安装包和便携版。
-- `build.bat`: 兼容性构建脚本,若存在 `pack.bat` 则会直接转调 `pack.bat`。
+- `start.bat`: interactive launcher for development and preview workflows.
+- `pack.bat`: one-click Windows packaging script that checks the environment, installs dependencies, builds the Python helper, and runs `electron-builder`.
+- `build.bat`: compatibility wrapper that delegates to `pack.bat` when available.
-## 📂 项目结构
+## Repository Layout
```text
LuminCrypt/
-├── src/
-│ ├── main/ # Electron 主进程 (安全策略、IPC 通信)
-│ ├── preload/ # 预加载脚本 (上下文隔离)
-│ └── renderer/ # React 前端 UI
-│ ├── core/ # 文本水印引擎与字符检测逻辑 (TypeScript)
-│ └── components/ # React 组件
-├── blind_watermark/
-│ ├── rwm_engine.py # 图片盲水印核心算法 (Python)
-│ └── bwm_helper.py # 与 Electron 通信的 CLI 桥接脚本
-└── resources/ # 打包所需的静态资源与预编译二进制文件
+|-- src/
+| |-- main/ # Electron main process, security policy, IPC
+| |-- preload/ # Context-isolated preload bridge
+| `-- renderer/ # React UI and TypeScript logic
+| |-- core/ # Text watermarking and Unicode detection
+| `-- components/ # React components
+|-- blind_watermark/
+| |-- rwm_engine.py # Image blind watermark engine
+| `-- bwm_helper.py # CLI bridge used by Electron
+`-- resources/ # Static assets and packaged binaries
```
-## 📄 许可证
+## Search Keywords
+
+Unicode steganography, Unicode watermark, invisible watermark, AI watermark detection, zero-width character detector, homoglyph detection, BiDi control detector, text watermarking, blind image watermark, robust image watermarking, digital watermarking, image forensics, content provenance, Electron security tool.
+
+## License
+
+LuminCrypt is released under the **GPL-3.0** license. See [LICENSE](LICENSE).
-本项目采用 **GPL-3.0** 许可证,详见 [LICENSE](LICENSE) 文件。
-图片水印引擎基于开源项目 [blind_watermark](https://github.com/guofei9987/blind_watermark) 深度定制,相关版权声明详见 [NOTICE](NOTICE) 文件。
+The image watermark engine includes customization based on the open-source [blind_watermark](https://github.com/guofei9987/blind_watermark) project. See [NOTICE](NOTICE) for attribution.
diff --git a/README.zh-CN.md b/README.zh-CN.md
new file mode 100644
index 0000000..86ecbba
--- /dev/null
+++ b/README.zh-CN.md
@@ -0,0 +1,134 @@
+
+
LuminCrypt
+
本地优先的 Unicode 隐写检测与鲁棒水印工具箱,支持文本和图片。
+
+
+ English
+
+
+
+
+
+
+
+
+
+
+

+
+
+---
+
+LuminCrypt 是一款桌面安全工具箱,面向 **Unicode 隐藏字符检测**、**加密不可见文本水印** 与 **鲁棒图片盲水印** 场景。它可以帮助研究者、内容创作者、出版和安全团队检查可疑 Unicode 内容、嵌入可恢复的文本指纹,并测试图片水印在压缩、缩放、裁剪和平台二次编码后的可恢复能力。
+
+## 核心功能
+
+- **Unicode 隐藏字符检测**:识别零宽字符、BiDi 控制符、同形字符、Unicode Tags、变体选择器和特殊空格。
+- **加密文本水印**:使用 AES-256-GCM 保护载荷,并通过不可见 Unicode 字符写入普通文本,支持鲁棒冗余。
+- **图片盲水印**:使用 Python 图片水印引擎,基于 Block-DCT、QIM 风格嵌入、Reed-Solomon 恢复和多尺度提取。
+- **批量处理和报告导出**:支持批量扫描,并可导出 JSON、CSV 或 PDF 检测结果。
+- **本地桌面流程**:使用 Electron、React、TypeScript 构建,图片水印能力由 Python helper 提供。
+
+## 截图
+
+
+
+  |
+  |
+
+
+  |
+  |
+
+
+  |
+  |
+
+
+
+## 环境要求
+
+| 工具 | 版本 | 说明 |
+|---|---:|---|
+| Node.js | 18+ | Electron 和前端构建 |
+| npm | 9+ | 包管理 |
+| Python | 推荐 3.10+ | 图片水印后端需要 |
+
+## 快速开始
+
+安装 Node 依赖:
+
+```bash
+npm install
+```
+
+安装 Python 图片水印依赖:
+
+```bash
+pip install -r blind_watermark/requirements.txt
+```
+
+启动开发应用:
+
+```bash
+npm run dev
+```
+
+运行 TypeScript 检查:
+
+```bash
+npm run typecheck
+```
+
+## 构建打包
+
+```bash
+# Windows
+npm run build:win
+
+# macOS
+npm run build:mac
+
+# Linux
+npm run build:linux
+```
+
+构建 Python 图片水印 helper:
+
+```bash
+npm run build:python
+```
+
+构建产物会输出到 `resources/bin/bwm_helper.exe`,随后由 `electron-builder` 一起打包。
+
+## Windows 一键脚本
+
+- `start.bat`:交互式启动器,支持开发和预览流程。
+- `pack.bat`:Windows 一键打包脚本,会检查环境、安装依赖、构建 Python helper 并调用 `electron-builder`。
+- `build.bat`:兼容性脚本,存在 `pack.bat` 时会转交给它执行。
+
+## 项目结构
+
+```text
+LuminCrypt/
+|-- src/
+| |-- main/ # Electron 主进程、安全策略、IPC
+| |-- preload/ # 上下文隔离 preload 桥接
+| `-- renderer/ # React UI 和 TypeScript 逻辑
+| |-- core/ # 文本水印和 Unicode 检测
+| `-- components/ # React 组件
+|-- blind_watermark/
+| |-- rwm_engine.py # 图片盲水印引擎
+| `-- bwm_helper.py # Electron 调用的 CLI 桥接
+`-- resources/ # 静态资源和打包二进制
+```
+
+## 关键词
+
+Unicode 隐写、Unicode 水印、不可见水印、AI 水印检测、零宽字符检测、同形字符检测、BiDi 控制符检测、文本水印、图片盲水印、鲁棒图片水印、数字水印、图片取证、内容溯源、Electron 安全工具。
+
+## 许可证
+
+本项目采用 **GPL-3.0** 许可证,详见 [LICENSE](LICENSE)。
+
+图片水印引擎基于开源项目 [blind_watermark](https://github.com/guofei9987/blind_watermark) 定制,相关版权声明见 [NOTICE](NOTICE)。
diff --git a/package.json b/package.json
index b853ac4..faa0a95 100644
--- a/package.json
+++ b/package.json
@@ -1,10 +1,36 @@
{
"name": "lumincrypt",
"version": "1.0.0",
- "description": "LuminCrypt - Unicode steganography and watermark studio",
+ "description": "Local-first Unicode steganography detector, encrypted text watermark studio, and robust blind image watermark toolkit.",
"main": "./out/main/index.js",
"author": "LuminCrypt",
- "homepage": "https://github.com/lumincrypt",
+ "homepage": "https://github.com/CEQ151/LuminCrypt",
+ "repository": {
+ "type": "git",
+ "url": "git+https://github.com/CEQ151/LuminCrypt.git"
+ },
+ "bugs": {
+ "url": "https://github.com/CEQ151/LuminCrypt/issues"
+ },
+ "keywords": [
+ "unicode",
+ "steganography",
+ "watermark",
+ "unicode-watermark",
+ "text-watermark",
+ "blind-watermark",
+ "image-watermark",
+ "robust-watermarking",
+ "ai-watermark-detection",
+ "zero-width-characters",
+ "homoglyph",
+ "bidi-control",
+ "content-provenance",
+ "image-forensics",
+ "electron",
+ "react",
+ "typescript"
+ ],
"scripts": {
"format": "prettier --write .",
"lint": "eslint --cache .",