AI Agents for Smarter Crypto Analysis, Risk Management, and Automated Fund Strategy
HackSight AI is a modular, AI-powered crypto analytics platform that helps investors and protocols analyze tokens, assess risk, and execute automated fund strategies using real on-chain data and Uniswap integration.
HackSight AI empowers users to:
- 🔍 Run deep asset analysis across Quant, Sentiment, Fundamentals, and Trader Behavior
⚠️ Evaluate portfolio risks using a unified Risk Manager- 💼 Generate optimized portfolio strategies via Fund Manager
- 🔁 Execute on-chain rebalancing with Uniswap and custom RPC support
| Agent | Description |
|---|---|
| ⚡ Quant Analyst | Compares token prices (BTC, ETH, etc.) using Pyth on-chain data |
| 💬 Sentiment Agent | Analyzes Twitter, Reddit, Telegram, Farcaster, and crypto news |
| 📚 Fundamentals | Reviews GitHub repo, tokenomics, governance docs, and audits |
| 👥 Trader Behavior | Clusters wallet behavior, large moves, smart money indicators |
| 🚦 Risk Manager | Aggregates all agent insights to output a risk profile |
| 🪙 Fund Manager | Suggests allocation strategies with explanations |
| 🔁 Rebalance | Signs + executes on-chain swaps on Uniswap with proper approval flows |
- Frontend: Next.js + TypeScript + Wagmi + ShadCN
- Backend: Express.js + LangChain Agents + MongoDB
- Wallet Integration: Wagmi + Coinbase Wallet
- Data Providers: Pyth Network, On-chain RPCs
- DEX Execution: Uniswap V3 SDK + ethers.js
// Fundamental Agent
{
project: "Uniswap",
repoUrl: "https://github.com/Uniswap/v3-core",
tokenomicsSummary: "1B tokens. 40% to team (3yr vest), 30% investors...",
governanceDoc: "Snapshot voting + DAO forum. Audited by Certik.",
fundingNotes: "Raised $5M from a16z & Coinbase Ventures."
}
// Sentiment Agent
{
twitterPosts: "Twitter is bullish on the new token...",
redditPosts: "Redditors are split...",
telegramChat: "Telegram shows cautious optimism...",
farcasterPosts: "Skepticism from early adopters...",
newsSummary: "VC investment signals long-term belief..."
}
// Trader Behavior Agent
{
clusterSummary: "5 wallets accumulated, low outbound tx, steady gov votes..."
}