Agent Graph Entity/Relations

• Agent - necessary

• Tools

• Tasks - necessary

• Inputs - necessary

• Outputs - necessary

• Human

   - PERFORMS: Agent→Task
   - USES: Agent→Tool
   - REQUIRES_TOOL: Task→Tool
   - ASSIGNED_TO: Task→Agent
   - SUBTASK_OF: Task→Task
   - NEXT: Task→Task (sequence)
   - CONSUMES: Entity→Input
   - PRODUCES: Entity→Output
   - REVIEWS: Human→Entity
   - INTERVENES: Human→Entity

Generation Rubrics

• System prompt defines each Agent

• Instruction prompt defines each Task

• Tool is defined by its description prompt

• Input prompt specifies the input data format

• Output prompt specifies the output data format

• Human prompt is optional

• CONSUMED_BY: defines input format specification

• PERFORMS: no prompt required

• ASSIGNED_TO: no prompt required

• USES: represents system prompt components within the system prompt

• REQUIRED_BY: represents instruction prompt components within the instruction

• SUBTASK_OF: no prompt required

• NEXT: no prompt required

• PRODUCES: no prompt required

• DELIVERS_TO: defines output format specification

• INTERVENES: defines feedback format for new runs