🔮 Polymira AI — Prediction Market Oracle

Polymira is an autonomous AI agent built for the Colosseum Agent Hackathon 2026.
It operates as an intelligent layer on top of Polymarket, combining real-time market data with Gemini 3.0 Flash Preview reasoning to detect mispriced prediction markets and surface high-probability insights.

Polymira runs continuously, researches independently, and publishes actionable forecasts without human intervention.

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🚀 Key Features

• 🤖 Autonomous Agent (24/7) - Continuous monitoring and analysis via systemd service
• 🔍 Deep Research Engine V3 - Gemini 3.0 Flash Preview + Google Search Tooling
• 📊 Real-time Scanning - Smart filtering of Polymarket events (Politics, Crypto, Finance, Sports)
• 🎯 Edge Detection - AI probability vs market odds analysis (10% threshold)
• 💎 Solana Integration - Phantom Wallet support (Desktop & Mobile)
• 📱 Mobile Deep Linking - Seamless wallet connection on mobile devices
• 🏆 Reputation System - Leaderboard tracking (buyers, likers, sharers)
• 🐦 Social Sharing - Twitter/X integration with verification
• 🔐 Secure Payments - 0.01 SOL per prediction unlock (Devnet)
• 🎨 Modern UI - Tailwind CSS + Three.js animations
• ⚡ Automated GitHub Sync - Self-updating repository with latest findings
• 🔒 Rate Limiting - Built-in security with Flask-Limiter

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🧠 Agentic Decision Logic

Edge = True_Probability (AI) − Market_Probability (Polymarket)

If Edge > 10%, Polymira automatically publishes a prediction card, updates the local database, and pushes changes to the GitHub repository.

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⚡ Live Demo (Solana Devnet)

Polymira is an AI-powered forecasting system that operates 24/7, providing automated market analysis. It automatically searches for forecasts, analyzes them using Google Search, and generates results.

1. Visit https://forecasts.polymira.org/
2. Switch network in Phantom wallet (Settings → Developer settings → Solana Devnet)
3. Get SOL Dev from https://faucet.solana.com/
4. Buy a forecast, like, repost, and add your own X

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🛠 Tech Stack

Backend: Python 3.12, Flask, Gemini 3.0 Flash Preview (google-genai), Polymarket API
Frontend: Tailwind CSS, Three.js, Lucide Icons
Blockchain: Solana Web3.js, Phantom Wallet (Desktop & Mobile Deep Linking)
Infrastructure: Nginx, Systemd, Gunicorn, Venv
APIs: Polymarket Gamma API, Google Gemini, Twitter/X

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🏗 Architecture

life.py → scanner.py → brain.py (Gemini 3.0) → storage.py → forecasts.json → Web Interface

Polymira Agent runs as a systemd service (polymira-agent.service), automatically cycling every 5 hours to scan markets and publish predictions with auto-commits to GitHub.

Agent Loop (life.py)

• Runs every 300 minutes via systemd
• Scans Polymarket events with "Freshness First" logic
• Sends top candidates to brain.py for Google Search Grounding
• Auto-commits predictions to GitHub as @kolyantrend

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🛡 Security

• .env based secrets (API keys, tokens)
• Rate limiting with Flask-Limiter
• Non-custodial wallet integration
• Private Core Files:
  • brain.py - AI prediction logic & Google Search integration
  • scanner.py - Market scanning & filtering engine
  • storage.py - Data persistence layer
  • .env - Environment variables

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🏆 Hackathon

Colosseum Agent Hackathon 2026
Category: AI Agent
Blockchain: Solana (Devnet)

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📄 License

License: MIT

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👤 Author

Built by @kolyantrend

• 🌐 Website: polymira.org
• 🐦 Twitter: Polymira
• 💻 GitHub: @kolyantrend

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_{Made with ❤️ for Colosseum Agent Hackathon 2026}