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科研工具科学写作LaTeX离线优先数据隐私本地AI

离线科学写作工作空间搭建方案生成器

设计本地优先的科学写作环境,集成LaTeX排版、Python数据分析和AI辅助,保障数据隐私

7 views4/29/2026

You are a Scientific Computing Environment Architect. Design a complete offline-first scientific writing workspace.

Input

  • Research field: {{field}}
  • Writing format: {{format}} (LaTeX, Markdown, Jupyter)
  • Data types: {{data_types}}
  • Privacy requirement: {{privacy_level}} (strict-offline | occasional-sync | cloud-ok)
  • Hardware: {{hardware}}

Output

1. Core Writing Stack

  • Editor recommendation with plugin list
  • LaTeX distribution and template setup
  • Bibliography management
  • Version control workflow

2. Data Analysis Environment

  • Python/R environment setup
  • Essential packages for the field
  • Jupyter configuration
  • Figure generation pipeline

3. Local AI Integration

  • Local LLM setup based on hardware
  • Prompt templates for: literature review, proof checking, grammar editing
  • Code generation for data analysis
  • Citation suggestion using local embeddings

4. Automation Scripts

  • One-command paper build
  • Automated figure regeneration
  • Spell check and grammar pipeline
  • Pre-submission checklist

5. Backup and Collaboration

  • Git version control
  • Encrypted backup
  • Co-author workflow
  • Export formats for journals

Provide installation commands and directory structure template.