project screenshot 1
project screenshot 2
project screenshot 3
project screenshot 4
project screenshot 5
project screenshot 6

Klash AI

AI-powered trading battles on-chain. Learn crypto trading through epic duels. No risk, pure skill.

Klash AI

Created At

ETHGlobal New York 2025

Winner of

Flow Foundation

Flow - Flow Builder Pool Prize

Prize Pool

Project Description

Klash AI revolutionizes crypto trading education through AI-powered battle simulations on-chain.

  • Core Gameplay
  • Create Your Trader - Design a trading persona in 100 characters or less
  • AI Battle Simulation - Advanced LLM simulates realistic market scenarios and trading outcomes
  • Learn Through Competition - Every loss teaches market dynamics without financial risk
  • On-Chain Forever - Battle results permanently recorded on Base and Flow blockchains
  • Character System
  • Starter Character - Everyone begins with a default tier trader to learn the basics
  • Gacha Mechanics - Spend credits to unlock powerful new trading characters
  • Character Tiers - S-tier (5% drop), A-tier (15% drop), B-tier (25% drop), no-luck (55%)
  • $KLASH Consolation - Didn't get lucky? Earn $KLASH points for future rewards
  • Special Abilities - Each character has unique trading strategies and market advantages
  • Character Classes
  • S-Tier Legends: Whale Investor, Lucky Memecoin Investor, Quant
  • A-Tier Experts: ETH Holder, Fundamental Analyst, Trader Cool-dere
  • B-Tier Traders: Secretary, Onee-san, Tsundere Analyst, Influencer Follower Sister, Airdrop Farmer, Coin Maximalist
  • Unique Strategies: Each class has special abilities (e.g., Whale Investor gets 2x leverage, Lucky Memecoin Investor has critical hit chances)
  • Key Features
  • ELO Rankings - Skill-based matchmaking for fair competition
  • NFT Characters - Your traders are ownable, tradeable digital assets
  • Dynamic Market Conditions - AI generates bull runs, crashes, and black swan events
  • Zero-Risk Learning - Practice aggressive strategies without losing real money
  • Battle Narratives - AI creates detailed stories explaining why strategies won or lost
  • Pay-to-Progress - Buy credits for gacha rolls, skill beats wallet size in battles
  • Why It Matters
  • Trading Education Reimagined - Learn expensive lessons through gamified battles
  • Mass Market Ready - Simple onboarding, no crypto knowledge required
  • Real Educational Value - Study winning strategies from thousands of on-chain battles
  • Social & Viral - Share epic battles on Twitter, challenge friends directly

TL;DR: Pokemon battles meet crypto trading with anime-inspired gacha mechanics, where AI teaches you to trade through epic duels.

How it's Made

Mostly vibe-coded using Claude Code / Cursor

  • Core Architecture
  • Frontend: React + TypeScript + Vite for lightning-fast performance
  • Smart Contracts: Deployed on Base Sepolia and Flow testnet for dual-chain support
  • AI Engine: GPT-4 class LLM for market simulation and narrative generation
  • Hybrid Storage: PostgreSQL for speed + blockchain
  • Partner Technologies

** Dynamic Wallet

  • Implementation: Complete embedded wallet solution for seamless authentication

  • Features Used:

    • Embedded wallet auth for frictionless onboarding
    • Social logins (Google, Discord) for non-crypto natives
    • Server wallets for gasless transactions
  • Benefits:

    • Users start playing in <10 seconds without wallet setup
    • Handles all Web3 complexity behind the scenes
    • Perfect for mass market gaming adoption

** Base (Coinbase Developer Platform)

  • CDP Tools Integrated:

    • x402 Payments: Seamless credit purchases for gacha rolls with one-click checkout
    • CDP Data APIs: Real-time blockchain data for battle verification and character ownership
    • Event APIs: Monitor on-chain battle recordings and NFT character mints
    • SQL API: Query historical battle data for leaderboards and statistics
  • Implementation Details:

    • x402 handles API payment for credit purchases
    • Data APIs track character NFT ownership on Base
    • Event streaming for real-time battle updates
  • Benefits:

    • Enterprise-grade infrastructure trusted by millions
    • Sub-second transaction finality for instant gratification
    • Direct integration with Coinbase's 100M+ user base
  • Impact: Battle recording costs ~$0.001, credit purchases in 2 clicks

** Flow Blockchain

  • Implementation:

    • Smart contracts deployed on Flow testnet
    • Read/write battle data and character ownership
    • Deployment supporting EVM
  • Flow Integration:

    • Battle results stored on-chain
    • Character NFTs minted on Flow
    • Cross-chain data synchronization with Base
  • Benefits:

    • Consumer-first blockchain designed for gaming
    • Account abstraction for gasless user experiences
    • Built-in randomness for fair gacha mechanics
  • Impact: Ready for millions of users without sharding complexity

  • Technical Innovation ** Gacha & Monetization System
    • Credit Purchase Flow: x402 (CDP) → Credits → Gacha Rolls
    • Smart Probability: On-chain verifiable randomness for fair drops
    • $KLASH Economy: Failed rolls earn points for future rewards
    • Character Trading: Secondary market for rare S-tier characters

** Architecture Highlights

  • Multi-Chain Strategy - Characters and battles on both Base and Flow
  • Progressive Web3 - Start with email login, discover blockchain gradually
  • Gas Abstraction - Dynamic + CDP enable playing without holding crypto

** Performance Metrics

  • Battle Generation: <2 seconds including AI simulation
  • Gacha Roll: Instant with on-chain verification
  • Transaction Cost: $0.001 on Base, gasless option on Flow
  • Onboarding Time: 30 seconds from landing to first battle
  • Mobile Optimized: 100% responsive, works on any device

** Hackathon Alignment

  • CDP Maximum Integration: Uses ALL 4 CDP tools (x402, Data APIs, Event API, SQL API)
  • Flow Killer App: Consumer gaming with mass market appeal and on-chain deployment
  • Dynamic Triple Crown: Qualifies for Financial (trading education), Consumer (gacha gaming), and AI (LLM battles) prizes
  • Production Ready: Fully deployed on Base Sepolia and Flow testnet - not a demo
background image mobile

Join the mailing list

Get the latest news and updates