> ## Documentation Index
> Fetch the complete documentation index at: https://praison.ai/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# Recommend Stage • AI Agent SDK

> recommend_stage: Recommend execution stage based on signals.

# recommend\_stage

Method

> This is a method of the [**AutonomyTrigger**](https://praison.ai/docs/sdk/reference/praisonaiagents/classes/AutonomyTrigger.md) class in the [**autonomy**](https://praison.ai/docs/sdk/reference/praisonaiagents/modules/autonomy.md) module.

Recommend execution stage based on signals.

## Signature

```python theme={"theme":{"light":"vitesse-light","dark":"vitesse-dark"}}
def recommend_stage(signals: Set[str]) -> AutonomyStage
```

## Parameters

**signals** `Set[str]` *required*

Set of detected signal names

### Returns

**Returns** `AutonomyStage`

Recommended AutonomyStage (alias for EscalationStage)

## Uses

* `esc_signals.add`
* `EscalationSignal`
* `recommend_stage`

## Used By

* [`Agent.get_recommended_stage`](../functions/Agent-get_recommended_stage)
* [`AutonomyTrigger.recommend_stage`](../functions/AutonomyTrigger-recommend_stage)
* [`EscalationPipeline.analyze`](../functions/EscalationPipeline-analyze)
* [`EscalationPipeline.execute`](../functions/EscalationPipeline-execute)

## Source

> [card] [View on GitHub](https://github.com/MervinPraison/PraisonAI/blob/main/src/praisonai-agents/praisonaiagents/agent/autonomy.py#L349)
>
> `praisonaiagents/agent/autonomy.py` at line 349


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