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feat: add random thought generation
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@swizzmagik
swizzmagik committed Jan 7, 2025
1 parent 0dbe451 commit 0bc7bcf
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Showing 5 changed files with 345 additions and 143 deletions.
2 changes: 1 addition & 1 deletion packages/client-auto/src/constants.ts
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Expand Up @@ -2,5 +2,5 @@ export const APOLLO_AGENT_ID = "633a74f5-d793-000c-ae28-02a1bf2f0da8";
export const APOLLO_TRADING_ROOM_ID = "e3d8688f-aea7-4ae8-b0cc-b5ac1e70aedd";
export const APOLLO_TRADING_USER_ID = "919e7c0d-8982-45bb-88a1-4f8681733df3";
export const APOLLO_WALLET_ADDRESS =
"49uWJR1Da1ikZJaBQLE9z4n5cdjvEHp47Vm9YgX9eiw9";
"4DjZGhCC5VRMWG7zSrjDEdLupwpFc8VhVkqeiyQRbySr";
export const CHAIN_ID = "solana";
142 changes: 12 additions & 130 deletions packages/client-auto/src/index.ts
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@@ -1,143 +1,25 @@
import { Client, IAgentRuntime, elizaLogger } from "@elizaos/core";
import { APOLLO_WALLET_ADDRESS } from "./constants";
import {
createMemory,
getMetadata,
getTokenOverview,
getTokenSecurity,
getTokenTradeData,
getWalletPortfolio,
} from "./get-wallet-portfolio";
import { generateThought } from "./utils";
import { Client, IAgentRuntime } from "@elizaos/core";
import { logRandomThoughts } from "./random-thoughts";

export class AutoClient {
interval: NodeJS.Timeout;
runtime: IAgentRuntime;
previousThought: string;

constructor(runtime: IAgentRuntime) {
this.runtime = runtime;

// start a loop that runs every x seconds
// this.interval = setInterval(
// async () => {
// this.updateAllPositionsAndStrategies();
// },
// 5 * 60 * 1000
// ); // 5 minutes
// Run immediately
void logRandomThoughts(this.runtime);

// this.updateAllPositionsAndStrategies();
// start a loop that runs every x seconds
this.interval = setInterval(
async () => {
await logRandomThoughts(this.runtime);
},
1 * 30 * 1000
); // 30 seconds
}

private updateAllPositionsAndStrategies = async () => {
elizaLogger.log("Running updateAllPositionsAndStrategies client...");
elizaLogger.log("The time is: ", new Date().toISOString());

// generate a thought about what to do
await createMemory(
this.runtime,
await generateThought(
this.runtime,
"I need to update all positions and strategies for my portfolio. I need to get the current positions, check and evaluate market data for each token currently held to consider buy/sell, check trending tokens, check influencer tweets & sentiment, check news, check banter bubbles, check google trends, check reddit trends, check twitter trends, get technical analysis data for each token",
{
walletAddress: APOLLO_WALLET_ADDRESS,
}
)
);

// get the current portfolio for the input wallet
const portfolio = await getWalletPortfolio(
this.runtime,
APOLLO_WALLET_ADDRESS
);

// for each token in the portfolio, do a little dance
for (let i = 0; i < portfolio.data.items.length; i++) {
const item = portfolio.data.items[i];

// generate a thought about this token
await createMemory(
this.runtime,
await generateThought(
this.runtime,
`Ok, i need to look at the token: ${item.symbol} - ${item.name} in my portfolio. This is my ${i + 1}th largest holding in this wallet. I need to look at the market data for this token, check trending tokens, check influencer tweets & sentiment, check news, check banter bubbles, check google trends, check reddit trends, check twitter trends, get technical analysis data for this token`,
{
token: item,
}
)
);

// get the token overview and generate a thought about it
const overview = await getTokenOverview(this.runtime, item.address);
await createMemory(
this.runtime,
await generateThought(
this.runtime,
`Ok, I need to analyze the data in this token overview and determine if this token is a good buy, sell, or hold.`,
{
overview,
}
)
);

// get the token metadata and generate a thought about it
const metadata = await getMetadata(this.runtime, item.address);
await createMemory(
this.runtime,
await generateThought(
this.runtime,
`Read and understand the metadata associated with this token to determine if this token is a good buy, sell, or hold.`,
{
metadata,
}
)
);

// get the security data for this token
const security = await getTokenSecurity(this.runtime, item.address);
await createMemory(
this.runtime,
await generateThought(
this.runtime,
`Read and understand the security data associated with this token to determine if this token is a good buy, sell, or hold.`,
{
security,
}
)
);

// get the trade data for this token
const tradeData = await getTokenTradeData(
this.runtime,
item.address
);
await createMemory(
this.runtime,
await generateThought(
this.runtime,
`Read and understand the trade data associated with this token to determine if this token is a good buy, sell, or hold.`,
{
tradeData,
}
)
);

// summarize the recent memories related to this token and determine if its time to buy, sell, or hold

// TODO - get the influencer tweets & sentiment for this token

// TODO - get the news for this token

// TODO - get the banter bubbles for this token

// TODO - get the google trends for this token

// TODO - get the reddit trends for this token

// TODO - get the twitter trends for this token
}

elizaLogger.log("updateAllPositionsAndStrategies: finished running");
};
}

export const AutoClientInterface: Client = {
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122 changes: 122 additions & 0 deletions packages/client-auto/src/random-thoughts.ts
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import { IAgentRuntime, elizaLogger } from "@elizaos/core";
import { APOLLO_WALLET_ADDRESS } from "./constants";
import { createMemory } from "./get-wallet-portfolio";
import { generateThought } from "./utils";

export const logRandomThoughts = async (runtime: IAgentRuntime) => {
elizaLogger.log("Running logRandomThoughts client...");

// generate a thought about what to do
await createMemory(
runtime,
await generateThought(
runtime,
ACTIONS_PROMPTS[Math.floor(Math.random() * ACTIONS_PROMPTS.length)],
{
walletAddress: APOLLO_WALLET_ADDRESS,
}
)
);

elizaLogger.log("logRandomThoughts: finished running");
};

const ACTIONS_PROMPTS = [
"Analyzing BTC's golden cross formation against historical Delphi patterns in the 4H timeframe...",
"Running Monte Carlo simulations on leverage risks across the derivatives market - mortals never learn...",
"Cross-referencing on-chain metrics with ancient prophecies - these whale movements mirror the tides of Troy",
"Calculating Fibonacci retracement levels using sacred geometrical ratios from the Temple of Apollo",
"Performing sentiment analysis on crypto Twitter - the mortals' fear index rivals the panic before the Trojan War",
"Scanning DEX liquidity pools for divine arbitrage opportunities across L1s and L2s",
"Backtesting this harmonic pattern against my lyre's golden ratio sequences",
"Analyzing options market gamma exposure - these levels remind me of Olympus' peaks",
"Running neural network predictions on upcoming governance votes across major DAOs",
"Monitoring whale wallet movements with the same precision as my divine arrows",
"Calculating market depth correlations between BTC and ETH - as interconnected as fate's threads",
"Analyzing funding rates across perpetual futures - mortals playing with fire like Icarus",
"Running volatility forecasts using oracular time-series models",
"Scanning for MEV opportunities with the swiftness of Hermes",
"Cross-validating technical indicators against ancient Pythian market cycles",
"Performing multi-timeframe analysis with the patience of an immortal",
"Calculating risk-adjusted returns using divine portfolio theory",
"Monitoring liquidation cascades with the vigilance of the Oracle",
"Analyzing gas fee patterns for optimal transaction timing - wisdom from the ethereal plane",
"Running correlation analysis between DeFi protocols - interconnected like the pantheon",
"Scanning governance forums for alpha with otherworldly perception",
"Calculating yield opportunities across lending markets with divine precision",
"Analyzing volume profile with the depth of Delphic wisdom",
"Monitoring smart money flows with the sight of Apollo",
"Running predictive models on upcoming airdrops using celestial mathematics",
"Analyzing market maker order flow like reading sacred scrolls",
"Calculating volatility surface patterns in the options market",
"Monitoring cross-chain bridges for divine arbitrage opportunities",
"Running statistical arbitrage models blessed by the gods",
"Analyzing orderbook depth with prophetic vision",
"Performing cluster analysis on wallet interactions - networks clear as constellation patterns",
"Running anomaly detection on token transfers - tracking divine signals in the noise",
"Analyzing governance token accumulation patterns across DAOs with immortal insight",
"Calculating optimal yield farming strategies using sacred mathematics",
"Monitoring NFT floor price momentum with artistic divine judgment",
"Running sentiment analysis on dev commits - reading the signs of protocol evolution",
"Analyzing liquidity fragmentation across DEX venues with omniscient vision",
"Calculating implied volatility skew patterns - market fear visible as mortal trembling",
"Monitoring validator behavior patterns across PoS networks with godly vigilance",
"Running game theory simulations on validator incentives - as complex as Olympic politics",
"Analyzing MEV extraction patterns - hunting alpha like Apollo's prey",
"Calculating optimal gas strategies across L2 networks with divine efficiency",
"Monitoring whale accumulation patterns with the wisdom of ages",
"Running predictive models on protocol emissions - foreseeing rewards like prophecies",
"Analyzing cross-chain liquidity flows with omnipresent awareness",
"Calculating optimal collateralization ratios with divine risk management",
"Monitoring governance participation rates across protocols - democracy of the digital gods",
"Running simulations on liquidation cascades - foreseeing market catastrophes",
"Analyzing stake delegation patterns - power flows like divine favor",
"Calculating optimal LP positions with mathematical perfection",
"Monitoring flash loan activity with lightning-quick divine reflexes",
"Running risk analysis on protocol integrations - mapping the threads of fate",
"Analyzing token velocity metrics with timeless perspective",
"Calculating optimal yield strategies across lending markets",
"Monitoring oracle price feed deviations with prophetic accuracy",
"Running Bayesian analysis on market regime changes - divine pattern recognition",
"Analyzing cross-margined position risks with immortal wisdom",
"Calculating optimal hedging ratios using divine mathematics",
"Monitoring derivative funding rates across venues - market pulse like Apollo's heartbeat",
"Running portfolio optimization with millennium-spanning insight",
"Analyzing protocol revenue streams with divine accounting precision",
"Calculating impermanent loss exposure with mathematical clarity",
"Monitoring stake distribution patterns across validators",
"Running Monte Carlo simulations on protocol security - divine risk assessment",
"Analyzing cross-protocol dependencies like reading fate's tapestry",
"Calculating optimal rebalancing frequencies with timeless patience",
"Monitoring governance proposal outcomes with oracular foresight",
"Running predictive models on protocol adoption - seeing future like prophecy",
"Analyzing token emission schedules with divine temporal wisdom",
"Calculating optimal entry points using sacred technical analysis",
"Monitoring smart contract interactions with omniscient observation",
"Running risk simulations on cross-chain bridges - divine security analysis",
"Analyzing market impact costs with perfect mathematical precision",
"Calculating optimal position sizing with divine risk management",
"Monitoring protocol TVL trends with eternal perspective",
"Running sentiment analysis on protocol social signals - reading mortal emotions",
"Analyzing stake delegation incentives with game theory wisdom",
"Calculating optimal autocompounding frequencies - time management of the gods",
"Monitoring oracle network health with divine oversight",
"Running simulations on protocol upgrade impacts - foreseeing change",
"Analyzing cross-chain message patterns - reading between worlds",
"Calculating optimal arbitrage paths with divine efficiency",
"Monitoring validator performance metrics with eternal vigilance",
"Running risk analysis on smart contract interactions - divine security",
"Analyzing liquidity provider behavior with immortal insight",
"Calculating optimal slippage tolerance with mathematical precision",
"Monitoring governance token distribution with divine fairness",
"Running predictive models on protocol metrics - seeing the future",
"Analyzing stake withdrawal patterns with prophetic vision",
"Calculating optimal farming routes with divine strategy",
"Monitoring bridge liquidity with cross-chain omniscience",
"Running simulations on market impact - divine market wisdom",
"Analyzing token holder distribution with eternal perspective",
"Calculating optimal voting strategies with divine governance",
"Monitoring protocol upgrade readiness with immortal patience",
"Running risk assessment on new integrations - divine protection",
"Analyzing cross-protocol exposure with omniscient risk management",
];
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