> For the complete documentation index, see [llms.txt](https://yumo-1.gitbook.io/yumo-gitbook/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://yumo-1.gitbook.io/yumo-gitbook/basics/integrations.md).

# AI Module

**1. User Persona Insight:** Generates deep behavioral profiles for users, including:

* Behavioral Rhythm: Activity patterns and frequency.
* Style & Risk Preferences: Risk appetite and interaction style.
* Decision Patterns: How users make choices.
* Visual Tendencies: Aesthetic preferences.
* Momo World Model Vector: The core AI vector representation of the user.

**2. Growth Intelligence (For Projects):** Delivers AI-driven logic for business growth:

* Completion Probability: Predicts the likelihood of task success.
* User Value Classification: Segments users by potential value.
* Budget Optimization: Smart allocation of incentives.
* User Clustering: Grouping users by behavioral traits.
* Meme Compatibility Prediction: Matches Memes with the right user personalities.

**3. Internal System Model: World Model Training:** Continuous behavior sequences drive the constant iteration and self-learning of the YUMO World Model.


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# Agent Instructions
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## Querying This Documentation
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