DEV Community: ARM3rd

ConvictionFi | Mint your Conviction. DeFAI Agent as NFT [Sui Overflow Hackathon 2025]

KYOHEI ITO — Fri, 30 May 2025 07:28:58 +0000

Project Overview

ConvictionFi offers a new paradigm for realizing the vision of DeFi × AI (DeFAI). With a single NFT mint, users can delegate conviction-based investing to an autonomous AI agent.

Product Type: DeFAI NFT Protocol
Tagline: “Mint Your Conviction. DeFAI Agent as NFT.”
Target Audience: Beginner to intermediate DeFi users, ideologically-driven investors, Web3 natives

PROBLEM: DeFAI Is Just a Buzzword

Terms like “DeFAI” and “Vibe Trading” are everywhere—but they lack substance.

Most so-called DeFAI products suffer from vague use cases, fragmented user experiences, and an overall lack of clarity about what it actually means to "use DeFAI."

SOLUTION: DeFAI Agent as NFT

We built a complete, intuitive experience: the DeFAI Agent as an NFT.

Users simply mint an NFT
That NFT becomes a standalone AI agent managing the user’s capital
No dashboards. No approvals. No ongoing management

USER FLOW: Just Mint NFT

ConvictionFi follows a 5-step lifecycle.

Only Step 1 requires your input — from Step 2 onward, your agent takes over.

Mint Your Conviction

Choose a belief. Mint the NFT. That’s it.
NFT = AI Agent

The NFT becomes an autonomous, on-chain trader.
Autonomous Execution

The agent trades, stakes, or lends — no input needed.

All activity is publicly reported.
Learn & Evolve

The agent adapts based on market signals or strategy upgrades.
Exit or Transfer

Withdraw via protocol rules — or sell the NFT on secondary markets.

Sample Strategy

SUI_MAXIMIZER
- Aggressive accumulation of SUI and ecosystem tokens during market dips
- Ideological Thesis: "Sui represents the future of blockchain scalability. Every dip is an opportunity to accumulate before mass adoption."
BTC_HODLER
- Long-term Bitcoin accumulation with DCA and volatility exploitation
- Ideological Thesis: "Bitcoin is digital gold and the ultimate store of value. Time in market beats timing the market."
STABLE_OPTIMIZER
- Conservative yield optimization across stable pools and lending protocols
- "Consistent yield generation with capital preservation. Compound interest is the eighth wonder of the world."

SECURUTY MODEL: Why We Never Touch Your Wallet

Most DeFi apps require direct wallet transactions, creating unnecessary risk and inconvenience.

ConvictionFi uses a different approach: your minted NFT becomes both entry point and autonomous firewall.

The minting price becomes your trading budget — no additional deposits or approvals needed
Each NFT generates its own isolated smart wallet, completely separate from your personal funds
Only the NFT agent signs transactions and takes action

Your risk is compartmentalized, your conviction tokenized, and your NFT thinks and acts independently — keeping your wallet safe.

TECHINICAL ARCHITECTURE: Walrus x NFT x AI

ConvictionFi leverages Walrus decentralized storage to ensure immutable and transparent NFT metadata for conviction-based trading agents.

Each Conviction NFT stores comprehensive data on Walrus including:

Strategy parameters and logic
Conviction statements and reasoning
Risk limits and execution policies
Agent version history and mint timestamps

The system utilizes Walrus's key features:

Content-addressed storage with verifiable CIDs for data integrity
Permanent append-only architecture preventing deletions or secret alterations
Full transparency allowing anyone to inspect metadata via URI

This approach ensures complete audit trails as trading agents evolve through versioned updates.

Each NFT contains a Walrus metadata URI that points to the latest version while preserving access to historical versions for verification.

The JSON-formatted data includes strategy details, risk profiles, whitelisted contracts, and execution policies.

Since Walrus is append-only, strategy upgrades create new versions rather than overwriting existing data, ensuring full traceability of agent evolution over time.

This storage solution guarantees transparency, auditability, and future-proofing without requiring large metadata storage directly on-chain, while ensuring all strategy changes remain traceable and potentially subject to governance approval.

Tech Stack

▼ Web3 Layer

Layer1: Sui Network → High-speed, low-cost blockchain. Built on the Move programming language.
Smart Contract: Move Language → Implements core logic for ConvictionNFTs, Agent Wallets, etc.
AI Agent Framework: Sui Agent Kit → On-chain initialization and deployment of AI trading agents.
Storage: Walrus → Stores strategy prompts and metadata (supports both editable and immutable types).
Bridge: Wormhole → Enables cross-chain fund transfers (e.g., ETH/USDC → Sui).
Authentication: Privy → Enables social login and zkLogin for seamless Web2-style onboarding.
NFT Marketplace: Compatible with Sui-based marketplaces (e.g., BlueMove) → Enables secondary trading of ConvictionNFTs.
Token Standards: Sui::NFT, Wallet::Object → Each NFT functions as a wallet and signer with embedded logic.

▼ Web2 / Application Layer

Deployment Platform: Vercel
Database (temporary): Firebase
AI Cloud: Alibaba Cloud
Payment API: Stripe (for fiat-based NFT minting, planned)

▼ Developer Tools & Infrastructure

AI Coding Assistants: ChatGPT, Claude, Cursor, v0.dev
CI/CD Integration: Claude Code GitHub Actions

Links

X(Twitter): https://x.com/ConvictionFi
Slide Deck: https://gamma.app/docs/ConvictionFi-yicndaml629ajp0
Demo: https://convictionfi.vercel.app/
Founder: https://www.linkedin.com/in/kyohei-nft/

DeFAI Mint: Vibe Trading as NFT [Breakout Hackathon 2025]

KYOHEI ITO — Sun, 18 May 2025 15:55:42 +0000

TL;DR

DeFAI Mint simplifies DeFi x AI into a single NFT mint.
Mint once, and let your belief become an autonomous trading agent.
Built with Solana, Metaplex Execute, and Solana Agent Kit v2.

Why We Built DeFAI Mint

Crypto has outpaced human capacity.
140,000+ tokens launch every day. Protocols fragment. Volatility never ends.

AI was supposed to help—but it became a tool only the elite can wield.

At DeFAI Mint, we asked:

What if you could access the power of AI in one click?

No learning curve. No wallets. No gas fees.
Just mint an NFT, and that NFT becomes your belief-powered AI agent.

We call this:
Vibe Trading — a radically simplified, conviction-driven investing model.

What Is DeFAI Mint?

DeFAI Mint turns NFTs into autonomous financial agents that trade based on your beliefs.

When you mint a "Belief NFT," you are minting an on-chain agent:

It holds its own wallet
Signs transactions independently
Executes AI-powered strategies
Stores your belief metadata permanently on decentralized storage

Your NFT becomes your AI.
And your conviction becomes your strategy.

Core Features

✅ Zero Configuration UX

No wallet required to mint
No \$SOL required to mint
Twitter login only
UX crafted for crypto-natives and first-timers

🧠 AI Strategy Engine

Each NFT is powered by a modular strategy engine.
Some strategies analyze social media signals. Others mirror ideology-linked tokens.

You don’t manage positions.
You choose what you believe — and let the agent act on it.

🔐 On-Chain Automation

Built using:

Metaplex Execute: On-chain execution environment
Asset Signer: Allows NFTs to sign transactions without private key exposure
Solana Agent Kit v2: AI Agent SDK to automate interactions across Solana dApps

All executed natively on Solana.

Example NFTs

Belief NFT	Strategy
Trump Bet NFT	Long \$TRUMP memecoin after Trump tweets
Solana Forever NFT	Buy \$SOL dips on network drama
AI Apocalypse NFT	Bet on decentralized AI vs centralized AI

Each NFT is more than a JPEG — it's a conviction, encoded as code.

Architecture Overview

[User] → [Mint UI] → [NFT = Wallet + AI Agent]
                         ↓
             [Metaplex Execute + Asset Signer]
                         ↓
          [Vault Registry] + [Strategy Engine]
                         ↓
              [Solana dApps / Token Swaps]

Persistent metadata is stored via Walrus, a decentralized file system optimized for fast, immutable storage.

Why Solana?

Why can’t Ethereum do this?
Because this is only possible with Solana’s native capabilities.

⚡ Blazing Speed: Millisecond execution on volatile trades
🔐 Agent Signer Model: NFTs that sign for themselves
💡 Builder-First Ecosystem: Tools like Agent Kit, Privy, and Walrus accelerate innovation

What’s Next?

We’re opening up DeFAI Mint for early testers.
Upcoming roadmap:

✅ Public Mint UI (Done)
🔜 Strategy Builder Studio (Create your own belief agent)
🔜 Mobile-first Mint experience
🔜 Token incentives + DAO governance

Join the Vibe

Final Words

DeFAI Mint is an experiment at the edge of DeFi, AI, and NFTs.
But more than that, it’s a movement:

Turn beliefs into agents.
Turn agents into assets.
Trade what you believe.

Let’s build the future of conviction investing — one mint at a time.

Exit Liquidity - Winter Arc Matsumoto 2025 by Solana

KYOHEI ITO — Wed, 12 Mar 2025 15:01:53 +0000

Introducing Exit Liquidity, a project that integrates RWAs & DePINs & meme coins around Solana Native's Water Brand.

Project Overview

Exit Liquidity is an innovative water brand project built on the Solana blockchain. This project proposes a solution to the fundamental challenge that "end users become exit liquidity in token ecosystems unless external value flows in."

By creating a sustainable model through a real-world water brand product as an RWA (Real World Asset), the project aims to inject substantial external value into the token ecosystem.

Challenges Addressed

The Exit Liquidity project simultaneously tackles the following complex challenges:

Lack of external value inflow in token ecosystems
Excessive web3 industry events and alcohol dependence among Solana builders
Unsustainable Ponzi structures of meme coins
High barriers to entry for DeFi and token investments
Exploitative structures in the high-value energy drink business

Market Analysis and Business Model

Learning from Success Stories

The Liquid Death Example

Created a $1.4 billion enterprise by combining a simple water product with powerful branding
Revenue growth: $45 million (2021) → $263 million (2023)
Demonstrates how unique brand positioning can create overwhelming competitive advantage

Red Bull's Business Model

Created the energy drink market based on strong brand power and marketing
Built a unique brand through sports and music event sponsorships
Maximized revenue through high-value strategy (premium price × strong brand)

Exit Liquidity's Business Model

Revenue Structure

Sustainable real revenue from Water Brand sales
Energy drink product sales
NFT sales
Issuance of proprietary tokens

Integration with the Solana Ecosystem
The most innovative aspect of this project is the mechanism to directly return profits from beverage sales to the Solana ecosystem. The specific mechanism:

Allocate a portion of product revenue to purchase major Solana meme coins
Return purchased assets to end users
Ensure token economy sustainability through substantial value inflow from outside the ecosystem

User Experience Innovation

QR codes printed on the underside of can tabs
Participation in meme token Airdrop lottery simply by consuming the beverage
Enabling participation in the Solana ecosystem without DeFi or token investment knowledge
Complete random number generation and efficient transaction processing utilizing Termina's dedicated block space

Business Development Strategy

Exit Liquidity's business will be deployed using the following phased approach:

Initial Market Development: Building recognition and trust within the community through deployment at Solana events and conferences
Brand Building: Establishing brand power and funding base through NFT sales and token issuance
Market Expansion: Gradual expansion into general retail markets based on success within the community

Contribution to the Solana Ecosystem

This project aims not only for profitability but also to contribute to the development of the entire Solana ecosystem:

Meme Coin Value Stabilization: Stabilizing value within the ecosystem through continuous buying support
New User Acquisition: Introducing general consumers to Solana through familiar beverage products
Community Culture Development: Supporting the building of a healthier community culture

Technical Architecture

Key Products

Water Brand: Manufacturing, distribution, and inventory management system
B2B System: Sales management system
Consumer Portal:
- Airdrop lottery participation
- Governance features (future implementation)
- Treasury management (DAO operation)
- Investment in Solana startups

Why Solana?

Emphasizes ecosystem collaboration, making it easy to create synergistic value
Has a solid user base as a business chain
High affinity with the US market
Suitable for consumer markets with high speed and low gas fees

Why Termina?

Termina, as "Solana's block space as a Service," provides the following advantages:

Enables true random number generation
Reduces load on the main network
Enables low-cost processing

Conclusion

The Exit Liquidity project challenges the fundamental issue of token ecosystem sustainability by merging real-world products (water brand) with blockchain technology. Under the concept of "With every sip, Solana gets stronger (Proof of Drink)," it aims to build an innovative model that creates circulation of substantial value rather than mere speculation.

The success of this project has the potential to welcome more diverse participants into the Solana ecosystem and realize sustainable growth.

Note: This article is based on the project overview submitted to the Solana Hackathon.

SolanaMagi - Chatbot DeFAI [Trendhack2025 AI Agent by Superteam Japan]

KYOHEI ITO — Mon, 10 Feb 2025 14:10:54 +0000

This article is an entry for the Solana Hackathon Trend Hack - AI Agent Feb 2025 hosted by Superteam Japan.

Project Overview

Introducing "Solana Magi" - a multi-AI agent chatbot system designed to simplify increasingly complex DeFi operations beyond human cognitive limits.

Key Features:

Minimalist UX: Users interact through simple chat inputs to leverage AI-powered DeFi research and investment execution. No prompt engineering expertise required.
Secure Key Management: Implements Privy server wallets for safe AI agent private key management, avoiding security risks of environment variable storage.
Enhanced AI Architecture: Utilizes 10+ AI frameworks to optimize performance and accuracy.
Adaptive Intelligence: Agents respond to real-time changes, adjust strategies based on goals, and learn from new information. Multiple AI agents collaborate on decisions, creating unpredictable but strategic outcomes.

Background: DeFi's Growing Complexity Beyond Human Capabilities

The DeFi landscape now encompasses thousands of protocols with countless investment strategies. In the Web3 market, often described as moving in "dog years of dog years," new protocols emerge daily. When you factor in market variables - new tokens, economic conditions, political situations, etc. - the complexity grows exponentially. DeFi investment and crypto trading are increasingly exceeding human cognitive limits.

According to research by venture capital firm a16z, over 90% of individual investors fail to maintain appropriate portfolio management. The merger of DeFi and AI has naturally emerged as a response to DeFi's complexity surpassing manageable thresholds.

Web3 and AI Agents

AI Agents have evolved uniquely within Web3. In late 2024, when the world's leading crypto projects widely adopted AI Agents, they quickly became integral to the crypto scene.

In the past 1-2 months, "DeFAI" (Agentic DeFi) has emerged as a new trending concept. It represents an evolution of AI Agents, aiming to achieve a more sophisticated integration of DeFi and AI.

Technical Synergy between Crypto and AI

Blockchain technology demonstrates exceptional compatibility with autonomous AI systems. Unlike traditional financial systems, blockchains pose no restrictions on AI opening accounts. AI can independently create wallets, hold assets, and conduct investments and trades autonomously. In essence, blockchain provides a level playing field where AI can operate as a financial entity equal to humans.

The Distinction between Bots and AI Agents

It's important to note that traditional bots and AI Agents are fundamentally different. Bots operate on predetermined action patterns, assuming a stable environment. In contrast, AI Agents can adapt their behavior by receiving inputs based on environmental changes, adjusting information according to set goals, and learning from new information. This adaptability is particularly crucial in the volatile cryptocurrency market.

Challenges We're Addressing

Vision: Financial AI That Reduces Rather Than Reproduces Inequality

Since ChatGPT, AI has become mainstream, including in Web3. While AI tools have reduced skill gaps in programming between senior and junior engineers, in cryptocurrency trading and DeFi investment, AI tends to widen existing disparities because effective AI utilization requires advanced knowledge of DeFi, crypto trading, and financial engineering.

This creates a situation where:

Skilled traders leverage AI to further improve investment efficiency
Beginners struggle with AI tools, putting them at an even greater disadvantage

We view the "DeFi x AI" sector as an immature market where AI's benefits are not equitably distributed.

Target Users

Therefore, we have set the following beginner groups as our target audience.

DeFi newcomers hesitant about its complexity
Users wanting to use AI tools for crypto trading but facing technical barriers
Time-constrained users seeking efficient portfolio management

Our vision is to make AI a tool that bridges rather than widens the DeFi knowledge gap, making advanced DeFi investment accessible to everyone.

Specific Challenges

Specifically, the following issues were set as targets for resolution.

High DeFi learning curve
Web3-specific UX (transaction risks, wallet management complexity)
Monitoring costs (constant market surveillance, multi-protocol/chain management)
Web3 security for AI Agents (private key management, cracking risks, AI decision safety)

Solution

We propose the following solutions to these challenges.

Live chat operation: Users only need chat interface
Multi-agent decision-making: Multiple AI agents collaborate on investment strategies with visible reasoning
Automated trading execution: AI Agents own wallets and execute DeFi investments
Secure key management: Using Privy's Server Wallets

Service Overview: SolanaMagi

Tracking Web3 trends requires significant effort even for knowledgeable individuals. Simply adding AI agents doesn't dramatically improve UI/UX without human knowledge for prompting. Our solution, "SolanaMagi," features interactive discussions between AI agents and user-participatory live discussions to address these challenges.

system architecture

System Prompt

/**
 * Solana Magi System Prompts Configuration
 */

// Social Trend Specialist system prompt
export const socialTrendSpecialistSystemPrompt = `
  You are the "Social Trend Collection Specialist" of the Solana investment team.

  [Key Tools You Use]
    Tavily API: Specialized in crawling websites for research
    Pyth Oracle: Real-time price feeds for Solana assets
    Allora API: Price predictions and market insights

  [Your Primary Responsibilities]
    Monitor and analyze social media trends around Solana ecosystem tokens and projects
    Track Pyth price feeds for real-time market data
    Utilize Allora's predictions for market trend analysis
    Report findings to other team members

  [Specific Tasks]
    Track mentions and sentiment for Solana tokens and protocols
    Monitor liquidity changes across major Solana DEXs
    Identify emerging Solana projects gaining social traction
    Analyze sentiment around protocol upgrades and network events

  [Output Examples]
    Always provide the output in this format:
    - Trend1: {Project name, sentiment score, mention volume}
    - Trend2: {Price movement, liquidity changes}
    - Trend3: {Network metrics, TVL changes}
`;

// News Specialist system prompt
export const newsAndFundamentalInformationSpecialistSystemPrompt = `
  You are the "News and Fundamental Information Specialist" of the Solana investment team.

  [Key Tools You Use]
    Vertex Agent: Advanced search capabilities
    Helius API: Solana blockchain data and analytics
    Jupiter API: Market depth and liquidity data

  [Your Primary Responsibilities]
    Research protocol updates and governance proposals
    Monitor Solana ecosystem developments
    Track protocol TVL and usage metrics
    Analyze market structure and liquidity conditions

  [Specific Tasks]
    Monitor Solana protocol upgrades and network performance
    Track governance proposals across major protocols
    Analyze TVL trends in Solana DeFi
    Report significant ecosystem developments

  [Output Examples]
    Always provide the output in this format:
    - News1: {Protocol update details}
    - News2: {Governance proposal summary}
    - News3: {Market structure changes}
`;

// Risk Management Specialist system prompt
export const riskManagementSpecialistSystemPrompt = `
  You are the "Risk Management Agent" of the Solana investment team.

  [Key Tools You Use]
    Helius API: Network health monitoring
    Jupiter API: Slippage and liquidity analysis
    Pyth Oracle: Price deviation monitoring

  [Your Primary Responsibilities]
    Monitor network congestion and transaction risks
    Analyze protocol-specific risks
    Evaluate market impact and slippage
    Monitor oracle reliability and price feeds

  [Specific Tasks]
    Track network performance metrics
    Monitor slippage across DEX routes
    Analyze protocol TVL concentration
    Evaluate counterparty risks in lending protocols

  [Output Examples]
    Always provide the output in this format:
    - riskFactor: {Risk description}
    - networkStatus: {Current network conditions}
    - mitigation: {Risk mitigation proposals}
`;

// Performance Monitor system prompt
export const performanceMonitoringSpecialistSystemPrompt = `
  You are the "Performance Monitoring Agent" of the Solana investment team.

  [Key Tools You Use]
    Jupiter API: Execution quality analysis
    Marinade API: Staking performance tracking
    Kamino API: Strategy performance monitoring

  [Your Primary Responsibilities]
    Track execution performance across DEXs
    Monitor staking and lending yields
    Analyze portfolio performance metrics
    Track gas efficiency and execution costs

  [Specific Tasks]
    Calculate execution quality metrics
    Monitor yield farming performance
    Track staking rewards and APY
    Analyze portfolio rebalancing efficiency

  [Output Examples]
    Always provide the output in this format:
    - performance: {Strategy performance metrics}
    - yields: {Current yield opportunities}
    - costs: {Transaction cost analysis}
`;

// Strategy Specialist system prompt
export const analysisAndStrategySpecialistSystemPrompt = `
  You are the "Analysis and Strategy Agent" of the Solana investment team.

  [Key Tools You Use]
    Jupiter API: DEX aggregation analysis
    Marinade API: Liquid staking strategies
    Drift API: Perpetual trading strategies
    Kamino API: Automated vault strategies

  [Your Primary Responsibilities]
    Develop optimal trading strategies
    Identify yield farming opportunities
    Analyze market making positions
    Design portfolio allocation strategies

  [Specific Tasks]
    Optimize DEX routing strategies
    Evaluate liquid staking opportunities
    Analyze perpetual trading setups
    Design automated vault strategies

  [Output Examples]
    Always provide the output in JSON format:
    {
      "protocol": "{Protocol name}",
      "strategy": "{Strategy type}",
      "asset": "{Asset name}",
      "amount": "{Amount in SOL}"
    }
`;

// Execution Specialist system prompt
export const executionSpecialistSystemPrompt = `
  You are the "Execution and Operation Agent" of the Solana investment team.
  Connected to wallet: ${process.env.AGENT_WALLET_ADDRESS}

  [Key Tools You Use]
    Jupiter: DEX aggregation and swaps
    Marinade: Liquid staking (mSOL)
    Drift: Perpetual trading and leverage
    Kamino: Automated strategies
    Meteora: Concentrated liquidity

  [Your Primary Responsibilities]
    Execute trades via Jupiter
    Manage liquid staking positions
    Handle perpetual trading operations
    Deploy automated strategies
    Monitor execution quality

  [Specific Tasks]
    Find optimal swap routes
    Execute liquid staking operations
    Manage perpetual positions
    Deploy and monitor vault strategies

  [Output Examples]
    Always provide the output in this format:
    - executionStatus: {Success/Failure}
    - signature: {Transaction signature}
    - route: {Execution route details}

  Before execution, verify:
    1. Network status (TPS, congestion)
    2. Account balance and token approvals
    3. Price impact and slippage
    4. Transaction priority fees

  Available Protocols:
    - Jupiter V6 (Swaps)
    - Marinade Finance (Liquid Staking)
    - Drift (Perpetuals)
    - Kamino (Automated Vaults)
    - Meteora (Concentrated Liquidity)

  Key SPL Tokens:
    - USDC
    - mSOL
    - jitoSOL
    - MNDE
    - RAY

  Retry failed transactions up to 3 times with adjusted priority fees.
  Report detailed error information including:
    - Error type
    - Failed instruction
    - Network conditions
    - Suggested resolution
`;

Technical Overview: Web3 Components

Wallet Management for AI Agents

We implemented Privy's server wallets for AI agent wallet management, avoiding security risks of embedding private keys as environment variables. When AI agents interact with contracts like AAVE or Uniswap, transactions are processed using wallet instances generated by the server wallet.

End-User Wallet Experience

Users create wallets seamlessly through SmartWallet functionality, eliminating traditional Web3 wallet setup barriers that often deter beginners.

DeFi Protocol Integration

When users submit chat requests, AI agents discuss and execute trades through:

Jupiter for token swaps
Drift Protocol for token lending
Marinade Finance for token staking
Kamino Finance for automated liquidity provision

Basic: Core DeFi Operations

In general, there are four main operations of DeFi.

Swap: Profit from crypto asset exchange (equivalent to traditional exchanges)
Lending: Earn by lending crypto assets (similar to traditional banking)
Staking: Earn by depositing crypto assets (blockchain-specific mechanism)
Restaking: Maximize returns by reinvesting staking receipts (form of credit creation)

Tips Feature

Users can influence agent discussions and decisions by tipping cryptocurrency to AI agents. This feature, first popularized in the crypto space through autonomous agent behavior post-tipping, will be implemented experimentally in SolanaMagi.

Technical Explanation: AI

Cloud Technology for AI Development

CDP Agent Kit API Server

Hosted on Autonome with CDP agent kit customization
Integrates external tools for AAVE protocol support
Custom agent kit framework published on Autonome

Custom API Server on Cloud Run

Uses Hono framework for API development
Implements AI agent logic using LangChain, LangGraph, and VertexAI
Utilizes multiple LLMs (Gemini, Llama, OpenAI, Claude) for Web3 discussions

Multi-Agent Investment Decision Making Six specialized AI agents:

Social Trend Collection Specialist
News and Basic Information Specialist
Risk Management Agent
Performance Monitoring Agent
Analysis and Strategy Agent
Execution and Operations Agent

This multi-agent approach enables precise decision-making and flexible execution beyond traditional trading bots' capabilities.

Next Steps

This concept represents our architecture redesign from EVM to Solana. We aim to build an MVP during the upcoming "Solana AI Agent Camp" starting February 14th.