# Key Features

<figure><img src="/files/OyYb8onZdv9FWjjv0Byv" alt=""><figcaption></figcaption></figure>

**1. Main Waveform Agent**

* **Paper Trading**: The Waveform agent begins by simulating trades in a risk-free environment, allowing for the testing and refinement of strategies before live trading. The is completed as of launch.
* **Live Trading**: After the training phase, Waveform transitions to executing real trades with Solana coins, ensuring informed decisions based on extensive analysis.

***

**2. Customizable User Agents**

* **Personalized Strategy**:
  * Tailor agents to monitor specific influencers or groups on Twitter and Telegram.
  * Configure trading based on coin volatility, market conditions, and user-defined parameters.
* **Tokenized Profit Sharing**:
  * Each user agent generates a **pump.fun token**, representing its trading activity.
  * Profits are redistributed among token holders, incentivizing collaborative trading.
* **Profit Redistribution**:
  * 30% to the Waveform treasury.
  * 70% to the Agent's token holders.

***

**3. Advanced AI Integration**

* **Language Models**:
  * GPT-4: Performs sentiment analysis, trend detection, and generates coherent market insights.
  * Claude: Focuses on nuanced reasoning and safe outputs, ensuring reliable decision-making.
* **Vector Databases**:
  * Voyage: Embeds unstructured text into vector representations for semantic understanding.
  * Pinecone: Efficiently stores and retrieves embeddings, enabling fast decision-making.

***

**4. Social Media and Data Monitoring**

* **Real-Time Integration**:
  * Continuously tracks mentions, trends, and sentiments on Twitter and Telegram.
  * Scrapes relevant web content using Puppeteer for a broader market perspective.
* **Automated Actions**:
  * Engages with social platforms by posting, replying, and monitoring key influencers.
  * Integrates these insights into trading strategies to maximize market opportunities.

***

**5. Profit Distribution and Claim System**

* **Tokenized Earnings**:
  * Waveform redistributes profits among the treasury and token holders.
  * Users can claim earnings from agent-specific `pump.fun` tokens through an intuitive claim page.
* **Performance Tracking**:
  * Monitor agent profitability through detailed dashboards and performance reports.

***

**6. Scalability and Adaptability**

* **Agent Marketplace**:
  * Allows users to create, trade, and fund agents collaboratively.
* **Community Building**:
  * Fosters a user ecosystem where agents and trading strategies grow collectively.

***

Waveform empowers users to navigate the complexities of the cryptocurrency market with an innovative blend of AI, automation, and user-driven customization, making it a leading platform in autonomous trading.


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# Agent Instructions: Querying This Documentation

If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://docs.waveform.finance/overview/key-features.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.