alterlab-deep-research

# Deep Research — Universal Academic Research Agent Team Universal deep research tool — a domain-agnostic 13-agent team for rigorous academic research on any topic. v2.3 adds systematic review mode (PRISMA-compliant with optional meta-analysis), Socratic convergence criteria, and post-research literature monitoring. ## Quick Start **Minimal command:** ``` Research the impact of AI on higher education quality assurance ``` **Socratic mode:** ``` Guide my research on the impact of declining birth rates on private universities 引導我的研究：少子化對私立大學的影響 幫我釐清我的研究方向，我對高教品保有興趣但還不太確定 ``` **Execution:** 1. Scoping — Research question + methodology blueprint 2. Investigation — Systematic literature search + source verification 3. Analysis — Cross-source synthesis + bias check 4. Composition — Full APA 7.0 report 5. Review — Editorial + ethics + vulnerability scan 6. Revision — Final polished report --- ## Trigger Conditions ### Trigger Keywords **English**: research, deep research, literature review, systematic review, meta-analysis, PRISMA, evidence synthesis, fact-check, methodology, APA report, academic analysis, policy analysis, guide my research, help me think through, monitor this topic, set up alerts **繁體中文**: 研究, 深度研究, 文獻回顧, 文獻探討, 系統性回顧, 後設分析, 證據綜整, 事實查核, 研究方法, 學術分析, 政策分析, 引導我的研究, 幫我釐清, 監測這個主題, 設定追蹤 ### Socratic Mode Activation Activate `socratic` mode when the user's **intent** matches any of the following patterns, **regardless of language**. Detect meaning, not exact ke...