🔮 CryptoSentinel — AI-Powered Crypto Intelligence Agent

Built with GLM 5.1 for the Build with GLM 5.1 Challenge

What is CryptoSentinel?

CryptoSentinel is an autonomous AI agent that monitors, analyzes, and reports on cryptocurrency markets in real-time using GLM 5.1's advanced reasoning and tool-use capabilities.

It's not just another news aggregator — it's an intelligent analyst that:

🔍 Monitors multiple crypto news sources continuously
🧠 Analyzes sentiment, impact, and market implications using GLM 5.1
📊 Generates structured intelligence reports with actionable insights
⚡ Alerts on high-impact events (regulatory changes, hacks, whale movements)
🔗 Cross-references multiple data points for comprehensive analysis

Why GLM 5.1?

CryptoSentinel leverages GLM 5.1's key strengths:

Long-horizon reasoning: Multi-step analysis chains across multiple news sources
Tool use: Seamless integration with web search, data APIs, and analysis tools
Context management: Maintains market context across continuous monitoring sessions
Coding capabilities: Auto-generates analysis scripts and visualization code

Architecture

┌─────────────────────────────────────────────┐
│              CryptoSentinel Agent            │
├─────────────────────────────────────────────┤
│  ┌──────────┐  ┌──────────┐  ┌──────────┐  │
│  │  News     │  │ Sentiment│  │  Report  │  │
│  │  Monitor  │  │ Analyzer │  │ Generator│  │
│  └────┬─────┘  └────┬─────┘  └────┬─────┘  │
│       │              │              │        │
│  ┌────▼──────────────▼──────────────▼────┐  │
│  │         GLM 5.1 Reasoning Core        │  │
│  │    (Tool Use + Context Management)    │  │
│  └────┬──────────────┬──────────────┬────┘  │
│       │              │              │        │
│  ┌────▼─────┐  ┌────▼─────┐  ┌────▼─────┐  │
│  │ CoinDesk │  │CoinGecko │  │  Custom  │  │
│  │   API    │  │   API    │  │  Search  │  │
│  └──────────┘  └──────────┘  └──────────┘  │
└─────────────────────────────────────────────┘

Features

1. Real-Time News Intelligence

Continuous monitoring of CoinDesk, Decrypt, CoinTelegraph
Automatic categorization: regulatory, technical, market, security
Deduplication and relevance scoring

2. Multi-Layer Sentiment Analysis

Article-level sentiment (positive/negative/neutral)
Market-impact scoring (1-10 scale)
Historical pattern matching

3. Automated Intelligence Reports

Morning briefing (key overnight developments)
Flash alerts (high-impact events)
Daily digest (comprehensive market analysis)
Weekly strategic overview

4. Tool-Augmented Analysis

Web search for real-time data verification
Price API integration for market correlation
On-chain data analysis capabilities

Quick Start

# Clone the repo
git clone https://github.com/marciano-sergio/crypto-sentinel.git
cd crypto-sentinel

# Install dependencies
npm install

# Set up environment
cp .env.example .env
# Add your GLM 5.1 API key

# Run the agent
node src/index.js

# Run the dashboard
node src/server.js

API Usage

const sentinel = new CryptoSentinel({ apiKey: process.env.GLM_API_KEY });

// Get real-time analysis
const analysis = await sentinel.analyze('Bitcoin ETF inflows');

// Generate morning briefing
const briefing = await sentinel.generateBriefing('morning');

// Monitor for alerts
sentinel.monitor({ threshold: 8, categories: ['regulatory', 'security'] });