Recommend Pattern • AI Agents Framework

recommend_pattern: Recommend the best workflow pattern based on task characteristics.

recommend_pattern

Method

This is a method of the WorkflowAutoGenerator class in the auto module.

Recommend the best workflow pattern based on task characteristics.

Signature

def recommend_pattern(topic: str) -> str

Parameters

topic · str

The task description (uses self.topic if not provided)

Returns

Returns · str

Recommended pattern name

Pattern recommendations based on Anthropic’s best practices:

• sequential: Clear step-by-step dependencies
• parallel: Independent subtasks that can run concurrently
• routing: Different input types need different handling
• orchestrator-workers: Complex tasks needing dynamic decomposition
• evaluator-optimizer: Tasks requiring iterative refinement

Source

View on GitHub

praisonai/auto.py at line 1052