Efficient Literature Survey Workflow

Core Assumptions

• 文献类型：用户提供的文件是学术论文、专著或学位论文。非学术内容（新闻报道、法律文件、产品手册）需标记为 non-academic 并降级至 P2 仅摘要处理。
• 语言：支持中英混合文献。输出语言以 Stage 0 用户配置为准。
• 格式：PDF, DOCX, TXT, MD, EPUB。CAJ 需先转 PDF。
• Token 策略：从全文通读（5M+ 字符）压缩至定向阅读（~30k 字符），节省 99%+。

Triggers

• "帮我读文献", "写绪论和综述", "快速理解大量文献", "节省token读论文"
• "literature review", "thesis introduction", "batch read papers"
• User has a folder of literature files and needs structured academic output

When NOT to use: < 5 papers, single-paper summary only, or purely non-academic files.

Starting Mode