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What are the specific ways to solve the problem of confusing logic in a research paper?

2025-08-19 242

Structured Report Generation Program

MAESTRO ensures report quality through multi-agent collaboration:

  • Planning agent dismantling tasks: Automatic decomposition of research objectives into a tree structure of questions (e.g. analyzing warming impacts → three sub-dimensions of agriculture/economy/ecology)
  • Rethinking proxy quality checks: Perform integrity checks on collected data (e.g., validate data source, temporal consistency)
  • Writing Agent Templated Output: Standardized structure of [background-methodology-findings-conclusions], with support for insertion of graphical markers

Hands-on suggestion: Turn on "Strict Reflection Mode" in the task settings, and the system will perform 3 rounds of logic checking. Users can choose the optimal result by comparing the report versions generated by different agents.

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