> ## 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.

# analyze • AI Agent SDK

> analyze: Analyze prompt and return detected signals.

# analyze

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.

Analyze prompt and return detected signals.

## Signature

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

## Parameters

**prompt** `str` *required*

The user prompt to analyze

### Returns

**Returns** `Set[str]`

Set of signal names (lowercase strings)

## Uses

* `analyze`

## Used By

* [`Agent.analyze_prompt`](../functions/Agent-analyze_prompt)
* [`Agent.get_recommended_stage`](../functions/Agent-get_recommended_stage)
* [`AutonomyTrigger.analyze`](../functions/AutonomyTrigger-analyze)
* [`VisionAgent.describe`](../functions/VisionAgent-describe)
* [`VisionAgent.extract_text`](../functions/VisionAgent-extract_text)

## Source

> [card] [View on GitHub](https://github.com/MervinPraison/PraisonAI/blob/main/src/praisonai-agents/praisonaiagents/agent/autonomy.py#L334)
>
> `praisonaiagents/agent/autonomy.py` at line 334


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