⛓️ Web3 & Decentralized Tech Intelligence Pipeline

Turn raw crypto news into actionable alpha.

This Actor is a high-performance intelligence agent that monitors the web's top decentralized technology sources. It doesn't just "scrape" news—it reads, analyzes, and structures it into trading signals, security alerts, and developer insights using state-of-the-art AI.

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🚀 Why Use This Actor?

Most scrapers just give you a title and a link. We give you intelligence.

🧠 1. AI-Powered Analysis

Every article is processed by a Large Language Model (via OpenRouter) to extract:

• 📉 Trading Signals: Clear LONG / SHORT / NEUTRAL indicators.
• 💯 Impact Score (0-100): Instantly filter noise. Know if a story is "irrelevant" (10/100) or "industry-defining" (95/100).
• 💲 Tickers: Automatically extracts affected coins (e.g., $BTC, $SOL, $AAVE).
• 📜 Smart Contracts: Detects and extracts contract addresses (0x...) from hack reports or launches.

🛡️ 2. "Unblockable" Architecture

We use a robust "Scrape-First, Search-Fallback" engine:

1. Attempt 1: High-speed direct scraping of the article HTML.
2. Attempt 2: If blocked (403/429), the Actor automatically queries Brave Search API to reconstruct the context from rich snippets. You always get data, never a blank page.

📢 3. Real-Time Community Alerts

Connect a Discord Webhook to automatically post beautiful, color-coded alerts for high-impact news directly to your trading group or community server.

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🛠️ Setup & Configuration (Critical)

Configure Inputs

Field	Description
News Source	Choose from pre-curated high-quality feeds (CoinDesk, The Defiant, Ethereum Blog, etc.) or provide a custom RSS URL.
Max Articles	Limit the number of items to process (Recommended: 10-50 per run).
Search Region	Bias the fallback search engine to a specific country (e.g., South Africa ZA, USA US).
Discord Webhook	(Optional) Paste a Discord Webhook URL to receive instant alerts for high-score news.

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📊 Data Output

The Actor saves results to the Apify Dataset. We provide a rich Table View in the console for instant scanning.

JSON Example

{
  "title": "Major Vulnerability Found in XYZ Protocol",
  "url": "[https://example.com/news/xyz-hack](https://example.com/news/xyz-hack)",
  "published": "2025-10-27T10:00:00Z",
  "content_type": "Security/Hack",
  "impact_score": 95,
  "trading_signal": "SHORT",
  "sentiment": "Bearish",
  "affected_tokens": ["XYZ", "ETH"],
  "smart_contracts": ["0x1234567890abcdef1234567890abcdef12345678"],
  "summary": "A critical reentrancy bug was discovered in the XYZ staking contract. The team has paused withdrawals.",
  "data_source_method": "Direct Scraper"
}

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💰 Pricing & Monetization

This Actor uses a Pay-Per-Event model.

• Event: web3-analysis-event
• Cost: You are charged a small fee for every successfully analyzed article.
• Note: You are NOT charged for failed scrapes or duplicates.

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👨‍💻 For Developers

This Actor is built on a modular Python architecture using LangGraph for workflow orchestration.

• Reliability: Includes a runTestMode for zero-cost integration testing.
• Tech Stack: Python 3.11, Pydantic, OpenAI SDK (OpenRouter), BeautifulSoup4, Brave Search API.

Legal Disclaimer: This tool provides information for educational and research purposes only. It does not constitute financial advice. Trading cryptocurrencies involves significant risk.