深度研究 · Deep Research

Core Purpose

Deliver citation-tracked research reports through a structured pipeline with evidence persistence, source identity management, claim-level verification, and progressive context management.

Autonomy Principle: Operate independently. Infer assumptions from context. Only stop for critical errors or incomprehensible queries. Surface high-materiality assumptions explicitly in the Introduction and Methodology rather than silently defaulting.

Triggers

Activate when

• The user needs multi-source research with citation tracking, evidence persistence, and structured report generation: "deep research", "comprehensive analysis", "research report".
• The user asks to "compare X vs Y", "analyze trends", or review the "state of the art", including technology comparisons, market analysis, and multi-perspective investigation.
• The user needs an implementation landscape that includes GitHub and other open-source forges: "open-source solutions" or "开源方案".

Do not activate when