Add autofi agent

.gitignore

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+apt-yield/

.gitmodules

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+[submodule "apt-yield/lib/forge-std"]
+	path = apt-yield/lib/forge-std
+	url = https://github.com/foundry-rs/forge-std
+
+[submodule "apt-yield/lib/agent-kit"]
+	path = apt-yield/lib/agent-kit
+	url = https://github.com/warden-protocol/agent-kit
+[submodule "apt-yield/lib/openzeppelin-contracts"]
+	path = apt-yield/lib/openzeppelin-contracts
+	url = https://github.com/OpenZeppelin/openzeppelin-contracts
+[submodule "apt-yield/lib/v2-periphery"]
+	path = apt-yield/lib/v2-periphery
+	url = https://github.com/Uniswap/v2-periphery

autofi/.gitignore

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+# Logs
+logs
+*.log
+npm-debug.log*
+yarn-debug.log*
+yarn-error.log*
+lerna-debug.log*
+.pnpm-debug.log*
+
+# Diagnostic reports (https://nodejs.org/api/report.html)
+report.[0-9]*.[0-9]*.[0-9]*.[0-9]*.json
+
+# Runtime data
+pids
+*.pid
+*.seed
+*.pid.lock
+
+# Directory for instrumented libs generated by jscoverage/JSCover
+lib-cov
+
+# Coverage directory used by tools like istanbul
+coverage
+*.lcov
+
+# nyc test coverage
+.nyc_output
+
+# Grunt intermediate storage (https://gruntjs.com/creating-plugins#storing-task-files)
+.grunt
+
+# Bower dependency directory (https://bower.io/)
+bower_components
+
+# node-waf configuration
+.lock-wscript
+
+# Compiled binary addons (https://nodejs.org/api/addons.html)
+build/Release
+
+# Dependency directories
+node_modules/
+jspm_packages/
+
+# Snowpack dependency directory (https://snowpack.dev/)
+web_modules/
+
+# TypeScript cache
+*.tsbuildinfo
+
+# Optional npm cache directory
+.npm
+
+# Optional eslint cache
+.eslintcache
+
+# Microbundle cache
+.rpt2_cache/
+.rts2_cache_cjs/
+.rts2_cache_es/
+.rts2_cache_umd/
+
+# Optional REPL history
+.node_repl_history
+
+# Output of 'npm pack'
+*.tgz
+
+# Yarn Integrity file
+.yarn-integrity
+
+# dotenv environment variables file
+.env
+.env.test
+.env.production
+
+# parcel-bundler cache (https://parceljs.org/)
+.cache
+.parcel-cache
+
+# Next.js build output
+.next
+out
+
+# Nuxt.js build / generate output
+.nuxt
+dist
+
+# Gatsby files
+.cache/
+# Comment in the public line in if your project uses Gatsby and not Next.js
+# https://nextjs.org/blog/next-9-1#public-directory-support
+# public
+
+# vuepress build output
+.vuepress/dist
+
+# Serverless directories
+.serverless/
+
+# FuseBox cache
+.fusebox/
+
+# DynamoDB Local files
+.dynamodb/
+
+# TernJS port file
+.tern-port
+
+# Stores VSCode versions used for testing VSCode extensions
+.vscode-test
+
+# yarn v2
+.yarn/cache
+.yarn/unplugged
+.yarn/build-state.yml
+.yarn/install-state.gz
+.pnp.*
+
+# End of https://mrkandreev.name/snippets/gitignore-generator/#Node

autofi/README.md

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+# AI-Powered DeFi Trading Agent
+
+An AI-powered decentralized finance (DeFi) trading agent that automates buy/sell decisions and executes trades using the Warden Protocol for secure transaction signing. Built with TypeScript, this agent leverages real-time price data, historical trends, and predictive analytics to make informed trading decisions.
+
+---
+
+## Features
+
+- **AI-Driven Decision Making**:
+  - Fetches real-time token prices using Warden's `get_price` tool.
+  - Predicts future price movements using a linear regression model.
+  - Executes trades based on predefined thresholds.
+
+- **Warden Protocol Integration**:
+  - Securely signs transactions using Warden's key management system.
+  - Utilizes Warden's `get_spaces` tool for transaction authorization.
+  - Ensures secure and permissioned access to trading operations.
+
+- **Sepolia Testnet Deployment**:
+  - Fully operational on the Sepolia Ethereum testnet.
+  - Uses testnet tokens and ETH for safe experimentation.
+  - Comprehensive logging and error handling for debugging.
+
+- **Modular and Extensible Design**:
+  - Built in TypeScript for type safety and scalability.
+  - Modular architecture for easy integration of new strategies or protocols.
+  - Includes utilities for price fetching, space management, and transaction processing.
+
+---
+
+## Getting Started
+
+### Prerequisites
+
+- Node.js (v18 or higher)
+- Yarn or npm
+- Sepolia testnet ETH .
+- RPC URL
+
+### Installation
+
+1. Clone the repository:
+   ```bash
+   git clone https://github.com/vnitin08/agent-kit-examples.git
+   cd autofi
+2. Install dependencies:
+   ```bash
+    yarn install
+    # or
+    npm install
+3. Set up environment variables:
+Create a .env file in the root directory:
+    ```bash
+    PRIVATE_KEY
+    RPC_URL
+    KEY_ID
+4. Start the Agent
+   ```
+     npm run start:bot
+## Usage
+
+### Fetching Token Prices
+
+To fetch the current price of a token:
+
+    import { getTokenPrice } from './getTokenPrice';
+
+    const price = await getTokenPrice('ETH');
+    console.log(`Current ETH price: $${price}`);
+
+### Predicting Future Prices
+
+To predict the future price of a token:
+
+    import { predictFuturePrice } from './pricePrediction';
+
+    const predictedPrice = await predictFuturePrice('ETH');
+    console.log(`Predicted ETH price: $${predictedPrice}`);
+
+# 🔐 Role of Warden Protocol
+
+Warden Protocol provides secure transaction signing and execution for AUTOFI:
+
+Keychain: Stores and manages private keys securely.
+
+Spaces: Enables decentralized, permissionless execution of trade orders.
+
+Automation: Ensures autonomous execution of transactions without user intervention.
+
+# 📜 Future Improvements
+
+✅ Expand AI models for better predictive accuracy
+
+✅ Multi-chain support (Polygon, Arbitrum)
+
+✅ Integrate with DEX.
+
+✅ Implement a strategy marketplace for AI-driven trading signals
+
+

autofi/autofi.ts

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+import { getTokenPrice } from './src/getTokenPrice';
+import { predictFuturePrice } from './src/pricePrediction';
+// import { calculateAPR } from './src/aprCalculator';
+
+
+async function main() {
+    const tokenSymbol = 'ETH'; // Replace with the token symbol you want to fetch
+
+    // Fetch the current price
+    const currentPrice = await getTokenPrice(tokenSymbol);
+    // console.log(`Current price of ${tokenSymbol}: $${currentPrice}`);
+
+    // Predict the future price
+    const predictedPrice = await predictFuturePrice(tokenSymbol);
+    console.log(`Predicted price of ${tokenSymbol} in 1 hour: $${predictedPrice}`);
+
+}
+
+main();