OpiPolix Agent - TGE Discord Monitoring Agent

[vikions]

TGE Discord Monitoring Agent — PredictOS Extension

This PR introduces a modular TGE Detection + Trading Agent as an example of how PredictOS can power autonomous agent workflows using Discord signals, Dome market data, and x402 tool discovery.

It extends PredictOS with a new agent module and integration examples, while not modifying any core PredictOS trading logic.

What This PR Adds

🧠 Agentic Signal Detection

Discord monitoring module for detecting Token Generation Event (TGE) signals
Keyword-based + confidence-scored detection model
Project name extraction from unstructured messages
Designed as an extensible heuristic layer for future ML/agent upgrades

🌐 External Intelligence Integrations

x402 tool discovery integration (via PayAI Bazaar) for autonomous resource discovery
Dome API market enrichment to contextualize detected signals with live prediction markets

💸 Optional Autonomous Trading

Polymarket CLOB trade execution layer
Confidence-threshold-based execution logic
Budget-controlled position sizing

Auto-trading is optional and designed for demo / hackathon usage.
Recommended production usage is signal-only mode, where external bots execute trades using their own wallets and risk systems.

Bot & SDK Integrations

Python SDK client for PredictOS agent interaction

Example Telegram bot demonstrating:

Signal polling

Confidence-based trade triggers

Separation between detection and wallet execution logic

PredictOS Terminal UI Extension

Adds a TGE Monitor demo interface to visualize agent signals inside the existing PredictOS terminal

Enables real-time observation of agent decisions and detected opportunities

Why This Matters

This PR demonstrates how PredictOS can serve as an agent orchestration layer for autonomous prediction market systems that:

Monitor off-chain information sources (Discord communities)

Discover tools dynamically via the x402 protocol

Enrich decision-making with structured market intelligence (Dome API)

Execute strategy-driven actions on Polymarket

This moves PredictOS beyond static tooling into agentic, real-time decision pipelines.

Safety & Scope

This contribution is modular and does not alter core PredictOS trading infrastructure

Auto-trading functionality is opt-in and intended for experimentation and hackathon demos

Production bots are encouraged to use detection-only mode and manage execution independently

Example Use Cases Enabled

• AI agents monitoring project Discords for launch signals
• Autonomous early positioning in prediction markets
• Multi-agent systems that combine off-chain intelligence + on-chain execution
• Bot frameworks that plug into PredictOS as a signal engine

🏁 Hackathon Submission

Team: OpiPolix
X (Twitter)
Track: Dome API + PredictOS+x402

[arbitrageprophet]

@vikions great! please drop the demo link on X too. thanks

[vikions]

@vikions great! please drop the demo link on X too. thanks

Demo posted on X: https://x.com/opipolixbot/status/2022350309935452461

Architecture

Discord → TGE Agent Worker → Signal Analysis Pipeline → Polymarket CLOB

Signal Analysis Pipeline:

1. Keyword Detection → filters TGE-related messages
2. PredictOS Analysis → confidence scoring & intent detection
3. x402 Tool Discovery → finds relevant prediction market tools
4. Dome API → market intelligence, volume, opportunity scoring
5. Trade Decision Engine → evaluates confidence + liquidity + opportunity → executes trade

Result → Telegram notification + auto-trade (if enabled)

Integrations

Integration	Usage
Dome API	Market discovery, volume analysis, opportunity scoring
x402 Protocol	Automated tool discovery
Polymarket CLOB	Mainnet trade execution (real USDC)
PredictOS	Signal analysis and confidence scoring
Discord	Real-time channel monitoring
Telegram	Agent management UI

Track: Dome API + PredictOS + x402

Note: PR #31 is pending merge — the agent is fully functional and deployed, running on our production Telegram bot @OpiPolixBot