# Cathena Insights: Quant Mode

<figure><img src="https://4055113229-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FwN9gr7D53un73iG7LD9D%2Fuploads%2F76fvLUJqhtjGsPmsDHA2%2Fimage.png?alt=media&#x26;token=80029568-2203-4836-8494-08087bd3120a" alt=""><figcaption></figcaption></figure>

In **Quant Mode**, Cathena’s AI agent processes layered technical signals, order book depth, and volatility structure from our in house quant model powered by RNDM.&#x20;

Our goal is for Hyperliquid users to get superior quantitative insights, trading signals to execute better decisions. We will integrate builder codes to enable users to simply type long or short based on the insights and execute trades.

Please note that we use our in house model with a simpler model which enables a more Hyperliquid focussed insight, and removes the need for users to use OpenAI or Cursor for code generation. Simply connect a wallet and prompt away!!!

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**How to use it:** Hit the Quant mode button, and chat for example:

1. "Provide short term analysis for Hype"

Here’s a sample real-time output for **HYPE from the model, which is then composed in chat form**:

> **Asset**: HYPE\
> **Current Price**: $38.9775\
> **EMA-20**: $39.0629\
> **EMA-50**: $39.0717\
> **RSI**: 36.56 → Neutral/Weak Momentum\
> **Stochastic %K**: 2.68 → Deeply Oversold\
> **Bid/Ask Ratio**: 1.15 → Buy-side tilt\
> **Spread**: –0.019 → Tight execution window\
> **Composite Signal**: 🔻 _Short Bias_\
> **Conviction Score**: 2.86 / 5

2. Chat: "Provide trade ideas for Hype", and it will generate as follows:

**Short Position**: Given the current price of $38.9775 is below the EMA 20 ($39.0629) and EMA 50 ($39.0717), and with a composite signal indicating a short direction and a low conviction score of 2.86, entering a short trade could be considered. The RSI is at 36.56, indicating a neutral stance, but the overselling indicated by the Stochastic %K at 2.68 may provide an opportunity for a bounce.

**Scalping Opportunity**: With a current spread of -0.019 and a bid/ask ratio of 1.15, traders might look to scalp small profits over short time frames, especially if the price approaches the lower Bollinger Band ($38.92).

**Monitor for Reversal**: Keep an eye on the price as it approaches the lower Bollinger Band. If it bounces off this level, consider a long position if other indicators align, particularly if the RSI starts to rise above 40.

**Risk Management**: If entering a short position, set a stop-loss just above the EMA levels to minimize risk, as the market may trend upwards if it breaks these resistance levels.

Summary: The market is showing mixed signals—**bearish structure with oversold momentum**. Trade setups exist for both short plays and reversion scalps, but with tight risk control.

This will provide advanced insights, and you can keep prompting it till you get desired detailed insights

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### Vibe Coding mode:

User can use this to generate their own agent, chat for example: "Build me an agent which implements a bullish strategy in Hype"

This will generate code as shown below, please note that code generation is still under development. But feel free to iterate and deploy this :)

<figure><img src="https://4055113229-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FwN9gr7D53un73iG7LD9D%2Fuploads%2FOwYeg38pCmpzqFQT04Bg%2FScreenshot%202025-06-18%20at%2023.42.16.png?alt=media&#x26;token=1aeb158f-547c-4aeb-9dae-ffc87a22cfe7" alt=""><figcaption></figcaption></figure>

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### Support & Resources

* **Documentation & Tutorials:**\
  Access detailed guides and video tutorials within the platform for step‑by‑step instructions on advanced features will be provided.
* **Customer Support:**\
  If you encounter any issues or have questions, reach out to the support team via the help section on the terminal. Or feel free to ask in our discord here:[ Cathena support](https://discord.gg/hKSVKkDpqy)

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