🧠 PolyXBT — Discord Prediction Bot AI-Driven Market Intelligence from Polymarket

💬 Overview PolyXBT is an open-source Discord bot that provides real-time prediction market insights and AI-assisted market reasoning. It integrates with Polymarket’s live data client and supports AI via SDKs like OpenAI, Mistral, and OpenRouter, enabling Discord communities to access intelligent, market-aware responses.

PolyXBT acts as a community trading assistant, fetching real-time event data, analyzing probabilities, and summarizing sentiment — all within Discord.

🧩 Key Features

⚡ Real-time market data directly from Polymarket

🤖 AI-generated insights using OpenAI, Mistral, or open-source language models via SDK

🔄 Dynamic command framework — easily extend or add new market modules

🧠 Hybrid SDK integration layer — switch AI providers without changing code

🔒 No exposed credentials — compatible with Railway, Vercel, or GitHub Actions

📊 Structured market reasoning — not random text, but data-driven insights

🏗️ Project Structure Folder / File Description index.js Bot entrypoint — loads Discord client, commands, and AI SDK handlers src/ Core source files (commands, SDK connectors, adapters) src/ai/ AI SDK integration logic (OpenAI, Mistral, OpenRouter) src/market/ Polymarket API connectors for real-time data config/ SDK selection and configuration deploy/ Deployment scripts and CI/CD setup README.md Documentation

All SDK authentication is handled via environment variables:

Supported secret storage:

Railway / Vercel / Heroku environment variables

GitHub Actions secrets

Local .env (for development only)

The bot will automatically detect which AI SDK to use based on the available keys.

⚙️ How the AI SDKs Work

PolyXBT uses a modular SDK architecture:

User sends a command in Discord, e.g.:

/predict "Who will win the US Election?"

PolyXBT fetches data from Polymarket via the openai / Mistral / openrouter SDK:

https://clob.polymarket.com/markets

Or via the official real-time-data-client .

Format the data into a structured prompt:

const prompt = Analyze this Polymarket event: ${marketTitle}, with probabilities ${outcomeData}. Provide insights for traders.;

Send prompt to selected AI SDK (example: Mistral):

import { MistralClient } from "@mistralai/mistralai";

channel.send(🧠 PolyXBT Insight:\n${response.output});

You can swap OpenAI or OpenRouter by updating config/sdk.js.

SDK usage avoids exposing raw in commands or logs.

🪙 Polymarket Data Integration

PolyXBT fetches and parses market data to create Discord-friendly responses:

Key endpoints:

GET https://clob.polymarket.com/markets GET https://polymarket.com/events

Discord embeds include:

Event title

Market probability

Current price or odds

AI-generated reasoning summary

🧠 SDK Integration Diagram Discord User → PolyXBT Bot → Polymarket API ↓ AI Adapter Layer (SDK) ├─ OpenAI GPT-4 - sdk model ├─ Mistral Medium - sdk model └─ OpenRouter / OSS Models ↓ Discord Response

🪄 Example Command /predict "Who will win the US Election?"

Discord Response:

🧠 PolyXBT Insight Based on Polymarket data, Candidate X has a 63% implied probability. Market sentiment remains bullish due to strong polling in swing states.

📦 Deployment

Run locally:

npm install npm run start

This project is licensed under the Apache License 2.0. You may freely use, modify, and distribute the software in accordance with the Apache-2.0 License.