Xtranslate 智能翻译工具 / Intelligent Translation Tool

OpenClaw调用方式 / OpenClaw Invocation Method

当用户在OpenClaw中提出以下需求时，调用本技能： When users request the following in OpenClaw, invoke this skill:

调用示例 / Invocation Examples

用户说 / User says："帮我翻译这个PDF文件"
"Help me translate this PDF file"

Claude执行 / Claude executes：

python src/main.py --file document.pdf --engine cloud

用户说 / User says："批量翻译这个文件夹"
"Batch translate this folder"

Claude执行 / Claude executes：

python src/main.py --dir ./documents --engine cloud --model "DeepSeek (V3/R1)"

核心指令 / Core Commands

当用户需要翻译文档时，执行以下流程：
When users need to translate documents, execute the following process:

1. 配置翻译引擎 → 云端模型 / Ollama本地 / Python内置
   Configure translation engine → Cloud model / Ollama local / Python built-in
2. 指定文件 → 支持PDF/DOCX/XLSX/PPTX/TXT/RTF等格式
   Specify file → Support PDF/DOCX/XLSX/PPTX/TXT/RTF and other formats
3. 执行翻译 → 程序自动提取文本、翻译、保留格式、优化排版
   Execute translation → Program automatically extracts text, translates, preserves format, optimizes layout
4. 输出结果 → 生成翻译后的文件到指定目录
   Output results → Generate translated files to specified directory

快速使用 / Quick Start

# 翻译单个文件 / Translate single file
python src/main.py --file document.pdf --engine cloud

# 批量翻译文件夹 / Batch translate folder
python src/main.py --dir ./documents --output ./translated

# 指定模型和语言方向 / Specify model and language direction
python src/main.py --file doc.docx --model "GPT-4o" --sl en --tl zh-CN

# 使用Ollama本地模型 / Use Ollama local model
python src/main.py --file doc.pdf --engine ollama

配置说明 / Configuration Guide

环境变量配置 / Environment Variable Configuration

# DeepSeek API密钥 / API Key
$env:DEEPSEEK_API_KEY="your-api-key-here"

# OpenAI API密钥 / API Key
$env:OPENAI_API_KEY="your-api-key-here"

# Anthropic API密钥 / API Key
$env:ANTHROPIC_API_KEY="your-api-key-here"

# SiliconFlow API密钥 / API Key
$env:SILICONFLOW_API_KEY="your-api-key-here"

支持的翻译引擎 / Supported Translation Engines

支持的云端模型 / Supported Cloud Models

• DeepSeek (V3/R1)
• GPT-4o
• Claude 3.5 Sonnet
• SiliconFlow (Qwen2.5)
• 自定义 (OpenAI兼容接口)
  Custom (OpenAI compatible interface)

性能优化配置 / Performance Optimization Configuration

• 智能批次优化: 自动调整批次大小以平衡速度和质量
  Smart Batch Optimization: Automatically adjust batch size to balance speed and quality
• 并发处理: 支持多批次并行翻译（可配置）
  Concurrent Processing: Support multi-batch parallel translation (configurable)
• 参数调优: temperature=0.3 平衡准确性和创造性
  Parameter Tuning: temperature=0.3 balances accuracy and creativity
• 大文档优化: 针对90页以上文档的特殊优化配置
  Large Document Optimization: Special optimization configuration for documents over 90 pages

输出结构 / Output Structure

output/                          # 输出文件夹（自动创建）
# Output folder (automatically created)
├── translated_原文件名.docx     # 翻译后的Word文档
# Translated Word document
├── translated_原文件名.pdf      # 翻译后的PDF（通过Word转换）
# Translated PDF (converted from Word)
├── translated_原文件名.xlsx     # 翻译后的Excel
# Translated Excel
├── translated_原文件名.pptx     # 翻译后的PPT
# Translated PPT
tmp/                             # 临时文件夹
# Temporary folder
└── [PDF转Word临时文件]          # 自动清理
# [PDF to Word temporary files]  # Auto cleanup

文件说明 / File Description

• 自动排版 - Word文档自动设置宋体/Times New Roman字体，1.25倍行距
  Automatic Layout - Word documents automatically set SimSun/Times New Roman font, 1.25 line spacing
• 格式保留 - 保留原文档的表格、段落、样式等格式
  Format Preservation - Preserve tables, paragraphs, styles and other formats of original documents
• 关键词引导 - 自动提取文档关键词，提升专业术语翻译准确性
  Keyword Guidance - Automatically extract document keywords to improve professional term translation accuracy

功能特点 / Features

• ✅ 多格式支持 - PDF/DOCX/XLSX/PPTX/TXT/RTF/WPS
  Multi-format Support - PDF/DOCX/XLSX/PPTX/TXT/RTF/WPS

• ✅ 格式保留 - 翻译后保留原文档结构和样式
  Format Preservation - Preserve original document structure and style after translation

• ✅ 智能排版 - 自动优化Word字体和行距
  Smart Layout - Automatically optimize Word fonts and line spacing

• ✅ 批量处理 - 支持文件夹批量翻译
  Batch Processing - Support folder batch translation

• ✅ 多引擎支持 - 云端/本地/内置三种引擎可选
  Multi-engine Support - Three engines available: cloud/local/built-in

• ✅ 关键词提取 - 使用jieba提取专业术语提升翻译质量
  Keyword Extraction - Use jieba to extract professional terms to improve translation quality

• ✅ API加密 - API Key加密存储，确保安全
  API Encryption - Encrypt API Key storage to ensure security

• ✅ 智能监控 - 全程记录翻译过程，自动性能分析
  Smart Monitoring - Record translation process throughout, automatic performance analysis

• ✅ 自动优化 - 基于历史数据提供优化建议
  Auto Optimization - Provide optimization suggestions based on historical data

• ✅ JSON批量 - 云模型采用JSON格式批量翻译，提升效率
  JSON Batch - Cloud model uses JSON format for batch translation, improving efficiency

• ✅ 性能优化 - 智能批次调整，大文档处理速度提升25-30%
  Performance Optimization - Smart batch adjustment, large document processing speed improved by 25-30%

• ✅ 并发加速 - 支持多批次并行处理，进一步提升效率
  Concurrent Acceleration - Support multi-batch parallel processing, further improve efficiency

文件结构 / File Structure

Xtranslate/
├── SKILL.md                  # 核心指令 + 元数据
# Core instructions + metadata
├── requirements.txt          # Python依赖列表
# Python dependency list
├── Xtranslate.spec           # PyInstaller打包配置
# PyInstaller packaging configuration
│
├── src/                      # 源代码目录
# Source code directory
│   ├── config.py             # 全局配置（引擎、模型、语言等）
# Global configuration (engines, models, languages, etc.)
│   ├── main.py               # 命令行入口程序
# Command line entry program
│   ├── translator.py         # 翻译引擎模块
# Translation engine module
│   ├── file_handler.py       # 文件读写处理器
# File read/write processor
│   ├── analyzer.py           # 文本分析与关键词提取
# Text analysis and keyword extraction
│   ├── formatter.py          # Word排版优化器
# Word layout optimizer

│   ├── crypto_utils.py       # API Key加密工具
# API Key encryption tool
│   ├── translation_monitor.py # 翻译过程监控器
# Translation process monitor
│   └── ...
│
├── templates/                # 代码模板
# Code templates
│   ├── module.py.md          # Python模块模板
# Python module template
│   └── translator_engine.py.md # 新增引擎模板
# New engine template
│
├── examples/                 # 代码示例
# Code examples
│   ├── good.md               # 优秀代码示例
# Excellent code examples
│   └── anti-pattern.md       # 反模式示例
# Anti-pattern examples
│
├── references/               # 规范参考
# Specification references
│   ├── naming-convention.md  # 命名规范
# Naming convention
│   └── project-structure.md  # 项目结构规范
# Project structure specification
│
├── scripts/                  # 辅助脚本
# Auxiliary scripts
│   └── check-deps.py         # 依赖检查脚本
# Dependency check script
│
├── translation_monitor.json  # 翻译监控记录文件
# Translation monitoring record file
├── analyze_performance.py    # 性能分析脚本
# Performance analysis script
├── view_monitor.py           # 监控记录查看脚本
# Monitoring record viewing script
├── view_detail.py            # 详细记录查看脚本
# Detailed record viewing script
│
├── build/                    # 构建文件
# Build files
├── dist/                     # 可执行文件输出
# Executable file output
│   └── Xtranslate.exe        # Windows可执行文件
# Windows executable file
├── output/                   # 翻译结果输出
# Translation result output
└── tmp/                      # 临时文件
# Temporary files

模块说明 / Module Description

| crypto_utils.py | Fernet加密API Key
Fernet encrypt API Key | | translation_monitor.py | 翻译过程全程监控，性能统计与自动分析
Full-process monitoring of translation, performance statistics and automatic analysis |

依赖安装 / Dependency Installation

pip install -r requirements.txt

主要依赖 / Main Dependencies

• openai - 云端模型API调用
  Cloud model API calls

• ollama - 本地Ollama模型
  Local Ollama model

• python-docx - Word文档处理
  Word document processing

• pdf2docx - PDF转Word
  PDF to Word conversion

• openpyxl - Excel处理
  Excel processing

• python-pptx - PPT处理
  PPT processing

• jieba - 中文分词和关键词提取
  Chinese word segmentation and keyword extraction

• cryptography - API Key加密
  API Key encryption

• translate - Python内置翻译库
  Python built-in translation library

• striprtf - RTF文件处理
  RTF file processing

智能监控系统 / Smart Monitoring System

监控功能 / Monitoring Functions

• 全程记录 - 自动记录每次翻译的详细过程
  Full Process Recording - Automatically record detailed process of each translation
• 性能统计 - 精确测量各阶段耗时
  Performance Statistics - Accurately measure time consumption of each stage
• 自动分析 - 每10次翻译后生成性能报告
  Automatic Analysis - Generate performance report after every 10 translations
• 优化建议 - 基于历史数据提供针对性优化方案
  Optimization Suggestions - Provide targeted optimization solutions based on historical data

监控文件 / Monitoring Files

• translation_monitor.json - 存储所有翻译记录
  translation_monitor.json - Store all translation records
• analyze_performance.py - 性能深度分析脚本
  analyze_performance.py - Performance deep analysis script
• view_monitor.py - 查看记录概览
  view_monitor.py - View record overview
• view_detail.py - 查看详细记录
  view_detail.py - View detailed records

使用示例 / Usage Examples

# 查看翻译记录概览 / View translation record overview
python view_monitor.py

# 查看详细记录 / View detailed records
python view_detail.py

# 性能深度分析 / Performance deep analysis
python analyze_performance.py

故障排除 / Troubleshooting

| Ollama连接失败 / Ollama connection failed | 确保Ollama服务已启动
Ensure Ollama service is started | | 翻译质量差 / Poor translation quality | 尝试切换云端模型，或使用关键词引导
Try switching cloud models, or use keyword guidance | | 排版错乱 / Layout disorder | 检查原文档格式是否过于复杂
Check if original document format is too complex | | 翻译速度慢 / Slow translation speed | 使用analyze_performance.py分析性能瓶颈
Use analyze_performance.py to analyze performance bottlenecks | | 监控记录异常 / Monitoring record exception | 检查translation_monitor.json文件权限
Check translation_monitor.json file permissions | | 大文档处理过慢 / Large document processing too slow | 检查是否启用了性能优化配置
Check if performance optimization configuration is enabled | | 并发处理失败 / Concurrent processing failed | 降低concurrent参数或检查API限制
Reduce concurrent parameter or check API limits |

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