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How does Agent Zero's multi-intelligence collaboration mechanism work?

2025-08-21 515
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Agent Zero usesLayered taskingThe collaborative mechanism that works can be divided into three stages:

1. Mission analysis phase

The Master Intelligence receives user commands and carries them out:

  • Complexity assessment: determining the need to decompose tasks
  • Dependency analysis: determining the order of execution of subtasks
  • Resource allocation: planning the tools and permissions needed

2. Sub-intelligence generation

The system dynamically creates specialized sub-intelligences:

  • Each sub-intelligence has a specific function (e.g., data acquisition, code generation, etc.)
  • Inheriting the contextual memory of the primary intelligence
  • Obtaining clear instructions after segmentation

3. Results integration phase

The collaborative process follows:

  • Parallel execution: synchronization of multiple subtasks
  • Status Monitoring: Master Intelligence tracks the progress of all subtasks
  • Result Aggregation: Automatically merge the output of sub-intelligences

Typical example: When a user requests to "analyze website traffic and generate a report", the system creates two sub-intelligences to handle data collection and visualization respectively, and finally synthesizes the full report.

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