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        <title>DeSix</title>
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            <title><![CDATA[DeSix: Ending "Signature Hell" on Base and Engineering a Mathematically Solvent, Frictionless Probability Trading Network]]></title>
            <link>https://paragraph.com/@desix1.225458.xyz/desix-ending-signature-hell-on-base-and-engineering-a-mathematically-solvent-frictionless-probability-trading-network</link>
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            <pubDate>Sat, 06 Jun 2026 04:42:47 GMT</pubDate>
            <description><![CDATA[去中心化预测市场正在经历外部的复兴。然而，当我们在主流平台上交易概率贡献时，仍然遇到一种无形的束缚：高频签名弹窗，通常被称为“签名签名地狱”。 每一笔交易、每次资金池充值和每次期权调整都会触发钱包确认窗口。瞬息万变的概率交易环境中，这种困难会赶走95%的主流Web2用户。与此同时，早期挖矿被覆盖整个期权池的Sybil套利机器人清空，导致自然预测者一无所获。 DeSix 基于 Base 构建，旨在改变这种现状。我们重新设计了技术栈，力求在提供最佳用户体验的同时，实现符合数学原理的代币经济模型。⚡突破1：通过账户抽象和会话轻松消除缺口为了实现大规模普及，DeSixZeroDev Kernel v3.1和ERC-7715会话密钥彻底重新设计了了交互流程：无感注册：用户可通过社交账号/邮箱即时登录。智能合约账户（AA钱包）在后台创建，需助记词。静默一键操作：通过委托受严格智能合约策略调用约束的会话密钥，用户只需在会话开始时授权一次。后续操作只需单击一下即可静默执行，彻底消除重复的签名提示。赞助Gas：借助Base的高吞吐量和低于1美分的手续费，所有交易Gas费用均由定制的Paymaste...]]></description>
            <content:encoded><![CDATA[<div data-type="x402Embed"></div><p>Decentralized prediction markets are experiencing an unprecedented renaissance. However, as we trade probability shares on mainstream platforms, we are still plagued by an invisible shackle: <strong>high-frequency signature popups, often referred to as "Signature Hell."</strong></p><p>Every transaction, every pool deposit, and every option adjustment triggers a wallet confirmation window. In a fast-moving probability trading environment, this friction drives away 95% of mainstream Web2 users. Simultaneously, early-stage mining emissions are frequently swept by Sybil arbitrage bots covering the entire option pool, leaving organic predictors empty-handed.</p><p><strong>DeSix is built on Base to change this narrative. We re-engineer the stack for both peak UX and mathematically sound tokenomics.</strong></p><hr><h3 id="h-breakthrough-1-eradicating-friction-via-account-abstraction-and-session-keys" class="text-2xl font-header !mt-6 !mb-4 first:!mt-0 first:!mb-0"><span data-name="high_voltage" class="emoji" data-type="emoji">⚡</span> Breakthrough 1: Eradicating Friction via Account Abstraction &amp; Session Keys</h3><p>To unlock Mass Adoption, DeSix has completely redesigned the interaction flow using <strong>ZeroDev Kernel v3.1</strong> and <strong>ERC-7715 Session Keys</strong>:</p><ul><li><p><strong>Invisible Onboarding:</strong> Users onboard instantly with social/email logins. Smart contract accounts (AA wallets) are created seamlessly in the background without seed phrase friction.</p></li><li><p><strong>Silent One-Click Actions:</strong> By delegating session keys bounded by strict smart contract Call Policies, users authorize once at the beginning of their session. Subsequent actions are executed silently with a single click, completely eliminating repetitive signature prompts.</p></li><li><p><strong>Sponsored Gas:</strong> Leveraged by Base's high throughput and sub-cent fees, all transaction gas costs are fully sponsored via a custom Paymaster integration. The result is a zero-barrier, zero-gas experience.</p></li></ul><hr><h3 id="h-breakthrough-2-11-level-smooth-k-value-multiplier-defeating-sybil-attacks" class="text-2xl font-header !mt-6 !mb-4 first:!mt-0 first:!mb-0"><span data-name="gear" class="emoji" data-type="emoji">⚙</span> Breakthrough 2: 11-Level Smooth K-Value Multiplier Defeating Sybil Attacks</h3><p>Many prediction protocols fall victim to inflation and bot farming. Arbitrageurs eliminate risk by hedging across all options to farm emissions, draining pool liquidity.</p><p>DeSix solves this game-theoretically at the smart contract level with our <strong>11-Level Smooth K-Value Multiplier</strong>:</p><ul><li><p>When a user selects a larger number of options (e.g., trying to hedge risk by selecting all 49 numbers), the hashrate mining multiplier scales down exponentially (from 1.5x for 1 option, 1.0x for 6-8 options, down to 0.01x for 40+ options).</p></li><li><p><strong>The Nash Equilibrium:</strong> This mechanism mathematically forces bulk hedging into a negative expected return, locking out Sybil exploiters.</p></li><li><p><strong>"Negative Fee Effect":</strong> By eliminating bot farming, 100% of emissions are preserved for organic, honest predictors, granting them a positive expected return during early stages.</p></li></ul><hr><h3 id="h-breakthrough-3-concentrated-liquidity-pools-and-5-bucket-solvent-accounting" class="text-2xl font-header !mt-6 !mb-4 first:!mt-0 first:!mb-0"><span data-name="bank" class="emoji" data-type="emoji">🏦</span> Breakthrough 3: Concentrated Liquidity Pools &amp; 5-Bucket Solvent Accounting</h3><p>For Liquidity Providers (LPs) and Market Makers (MMs), DeSix optimizes for capital efficiency and absolute solvency:</p><ul><li><p><strong>Concentrated Liquidity Model:</strong> Drawing inspiration from Uniswap V3, LP capital is tightly deployed within a narrow band of $0.018 to $0.022 USDC (corresponding to 48x payout odds). This enables small pools to absorb massive transactions with minimal slippage.</p></li><li><p><strong>5-Bucket Accounting Isolation:</strong> Invariant assertions are enforced at the smart contract level: $$\text{Balance}(\text{USDC}) \ge \text{lpEquity} + \text{payoutReserve} + \text{refundReserve} + \text{feeReserve} + \text{minerReserve}$$ Any transaction violating this mathematical invariant automatically rolls back, mathematically eliminating bankruptcy or bad debt risks.</p></li><li><p><strong>Dutch Auction Buybacks:</strong> 15% of protocol fees are routed into a <code>DeSixDutchAuctionBuyback</code> contract. This triggers permissionless on-chain Dutch auctions to buy back and burn $DESIX, opening up highly lucrative MEV opportunities for arbitrageurs.</p></li></ul><hr><h3 id="h-build-in-public-base-sepolia-testnet-is-live" class="text-2xl font-header !mt-6 !mb-4 first:!mt-0 first:!mb-0"><span data-name="blue_circle" class="emoji" data-type="emoji">🔵</span> Build in Public: Base Sepolia Testnet is Live</h3><p>DeSix strictly adheres to a <strong>Decoupled Frontend</strong> architecture. We develop open-source protocols; anyone can spin up their own frontend via our SDK. We are currently applying for the Base Builder Grant and integrating Farcaster Frames to bring frictionless probability trading natively into social feeds.</p><p>The Base Sepolia testnet is fully operational, with our 2/3 multi-source oracle keeper consensus running stably.</p><ul><li><p><span data-name="link" class="emoji" data-type="emoji">🔗</span> <strong>Experience Testnet:</strong> <a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://desix.225458.xyz">https://desix.225458.xyz</a></p></li><li><p><span data-name="book" class="emoji" data-type="emoji">📖</span> <strong>Whitepaper:</strong> <a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://desix.app/whitepaper">https://desix.app/whitepaper</a></p></li></ul><p>Join us as we shape the future of decentralized probability trading on Base.</p>]]></content:encoded>
            <author>desix1.225458.xyz@newsletter.paragraph.com (DeSix)</author>
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            <title><![CDATA[How DeSix Leverages ERC-4337 on Base to Eliminate 95% User Churn in Prediction Markets]]></title>
            <link>https://paragraph.com/@desix1.225458.xyz/how-desix-leverages-erc-4337-on-base-to-eliminate-95percent-user-churn-in-prediction-markets</link>
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            <pubDate>Wed, 03 Jun 2026 10:25:42 GMT</pubDate>
            <description><![CDATA[Prediction Markets are one of the most organic use cases for blockchain technology. However, when deployed, traditional decentralized prediction markets often face a staggering user churn rate—frequently exceeding 95%. Before placing their very first bet, users are forced to climb massive technical walls: installing browser extensions, writing down 12-word seed phrases, purchasing native Layer 2 Gas tokens (such as L2 ETH on Base), and approving repetitive popup signatures. For Web2 gaming us...]]></description>
            <content:encoded><![CDATA[<p>Prediction Markets are one of the most organic use cases for blockchain technology. However, when deployed, traditional decentralized prediction markets often face a staggering <strong>user churn rate—frequently exceeding 95%</strong>. Before placing their very first bet, users are forced to climb massive technical walls: installing browser extensions, writing down 12-word seed phrases, purchasing native Layer 2 Gas tokens (such as L2 ETH on Base), and approving repetitive popup signatures. For Web2 gaming users accustomed to sub-second responses, this friction is a dealbreaker.</p><p>Deployed on the <strong>Base Network</strong>, the DeSix protocol completely re-engineered this conversion funnel by integrating <strong>ERC-4337 Account Abstraction (AA)</strong>, <strong>EIP-7715 Session Keys</strong>, and deep client-side optimizations. The result is a smooth Web2-like onboarding process that maximizes user conversion.</p><p>This article breaks down the engineering decisions and technical implementations behind DeSix's friction-free Web3 user experience on Base.</p><hr><h2 id="h-1-onboarding-breakthrough-keyless-login-via-coinbase-smart-wallet-and-zerodev-kernel-v31" class="text-3xl font-header !mt-8 !mb-4 first:!mt-0 first:!mb-0"><strong>1. Onboarding Breakthrough: Keyless Login via Coinbase Smart Wallet &amp; ZeroDev Kernel v3.1</strong></h2><p>Traditional EOA wallets pose a steep barrier for non-crypto users. DeSix utilizes the <strong>ZeroDev Kernel v3.1</strong> smart account (SCA) architecture combined with native <strong>Coinbase Smart Wallet</strong> support.</p><ul><li><p><strong>Passkey &amp; OAuth Integration</strong>: Users can register and deploy a secure smart contract wallet (SCA) on Base within 3 seconds using Passkeys (such as Apple FaceID / Android Fingerprint) or their existing Google accounts.</p></li><li><p><strong>Leveraging Coinbase Infrastructure</strong>: Coinbase Smart Wallet allows Coinbase users to use their centralized exchange balances directly for instant on-chain funding and slippage sponsorship. We display an <code>Optimized for Coinbase Smart Wallet &amp; Account Abstraction</code> badge on both the DApp home hero section and the footer to signal deep alignment with the official Base ecosystem.</p></li></ul><hr><h2 id="h-2-security-shield-gasless-paymaster-sponsorship-and-anti-gas-griefing-windfalls" class="text-3xl font-header !mt-8 !mb-4 first:!mt-0 first:!mb-0"><strong>2. Security Shield: Gasless Paymaster Sponsorship &amp; Anti-Gas Griefing Windfalls</strong></h2><p>To provide a zero-barrier experience, DeSix sponsors Gas fees for all smart accounts through a Gasless Paymaster. However, in public networks, "free gas" invites automated spam attacks. Malicious actors could execute thousands of high-frequency dust transactions to drain the sponsor's Paymaster deposit.</p><p>DeSix implements a robust multi-layered defense combining strict smart contract thresholds and Paymaster rate-limiting policies:</p><h3 id="h-21-contract-level-minimums-anti-dust-guard" class="text-2xl font-header !mt-6 !mb-4 first:!mt-0 first:!mb-0"><strong>2.1 Contract-Level Minimums (Anti-Dust Guard)</strong></h3><p>Inside [DeSixCore.sol](file:///Users/zhuangwanfu/code%20/DeSix/packages/contracts/contracts/DeSixCore.sol), we enforce rigid transaction parameters:</p><ul><li><p><code>MIN_LP_DEPOSIT = 10 * 10 ** 6</code> (Minimum Liquidity deposit: 10 USDC)</p></li><li><p><code>MIN_BET_AMOUNT = 1 * 10 ** 6</code> (Minimum total bet size: 1 USDC)</p></li><li><p><code>MIN_UNIT_STAKE = 200000</code> (Minimum stake per number: 0.20 USDC)</p></li></ul><pre data-type="codeBlock" text="// Rigorous EVM-level bounds inside DeSixCore.sol to block dust attacks
if (betAmount &lt; MIN_BET_AMOUNT) revert StakeTooSmall();
if (unitStake &lt; MIN_UNIT_STAKE) revert StakeTooSmall();"><code><span class="hljs-comment">// Rigorous EVM-level bounds inside DeSixCore.sol to block dust attacks</span>
if (betAmount &lt; MIN_BET_AMOUNT) revert <span class="hljs-built_in">StakeTooSmall</span>();
if (unitStake &lt; MIN_UNIT_STAKE) revert <span class="hljs-built_in">StakeTooSmall</span>();</code></pre><br><p>These parameters impose a capital cost on attackers. Spamming 10,000 operations to waste Paymaster gas requires locking up at least 10,000 USDC in active rounds, making the attack financially unviable.</p><h3 id="h-22-per-address-high-frequency-throttling" class="text-2xl font-header !mt-6 !mb-4 first:!mt-0 first:!mb-0"><strong>2.2 Per-Address High-Frequency Throttling</strong></h3><p>Inside the <code>DeSixCore</code> state machine, a single wallet is restricted to a maximum of <strong>3 bets</strong> and <strong>3 LP deposits</strong> per lottery issue/round:</p><ul><li><p><code>MAX_BETS_PER_ISSUE = 3</code></p></li><li><p><code>MAX_DEPOSITS_PER_ISSUE = 3</code> Any transaction exceeding this limit reverts immediately at the start of execution, cutting off subsequent Gas expenditure by the Paymaster.</p></li></ul><hr><h2 id="h-3-interaction-leap-silent-one-tap-betting-with-session-keys-eip-7715" class="text-3xl font-header !mt-8 !mb-4 first:!mt-0 first:!mb-0"><strong>3. Interaction Leap: Silent One-Tap Betting with Session Keys (EIP-7715)</strong></h2><p>In traditional Web3 applications, placing a bet requires approving a wallet signature pop-up every single time. DeSix uses <strong>Session Keys</strong> (EIP-7715) to achieve seamless "silent betting":</p><ol><li><p><strong>Ephemeral Key Custody</strong>: Upon loading the betting interface, the SDK generates a temporary, restricted private key held securely in browser session storage.</p></li><li><p><strong>One-Time Authorization</strong>: When logging in, the user signs a one-time transaction using their primary signer (such as Coinbase Smart Wallet) to authorize this temporary session key.</p></li><li><p><strong>Strict CallPolicy Limits</strong>: The session key's permissions are tightly scoped and locked in the ZeroDev Kernel:</p><ul><li><p><strong>Target Address</strong>: Restricted strictly to the <code>DeSixCore</code> contract.</p></li><li><p><strong>Allowed Selectors</strong>: Only allows the <code>placeBet</code> or <code>placeBetBatch</code> functions.</p></li><li><p><strong>USDC Allowance Cap</strong>: Limits the maximum <code>USDC.approve</code> amount, ensuring that even if the client-side session key is compromised, the primary wallet balance remains secure.</p></li></ul></li><li><p><strong>Instant Bets</strong>: Subsequent bets are signed instantly in the background by the session key and bundled into a <code>UserOperation</code>. The user only clicks "Place Bet" and sees "Bet Confirmed" without any popup wallet interference.</p></li></ol><hr><h2 id="h-4-latency-mitigation-high-performance-multicall-and-indexeddb-client-cache" class="text-3xl font-header !mt-8 !mb-4 first:!mt-0 first:!mb-0"><strong>4. Latency Mitigation: High-Performance Multicall &amp; IndexedDB Client Cache</strong></h2><p>While Base offers low transaction costs, public RPC nodes can experience high latency and API Rate Limits (<code>429 Too Many Requests</code>) during peak hours. DeSix optimizes network traffic via three front-end strategies:</p><h3 id="h-41-batch-request-aggregation-getordersbatch" class="text-2xl font-header !mt-6 !mb-4 first:!mt-0 first:!mb-0"><strong>4.1 Batch Request Aggregation (</strong><code>getOrdersBatch</code><strong>)</strong></h3><p>In our SDK, whenever the dashboard or profile fetches historical data, separate sequential queries are bundled into a single multithreaded network call using <code>viem.publicClient.multicall(allowFailure: true)</code>. This cuts down parallel RPC queries by <strong>90%</strong>, ensuring high availability.</p><h3 id="h-42-local-indexeddb-caching-for-immutable-history" class="text-2xl font-header !mt-6 !mb-4 first:!mt-0 first:!mb-0"><strong>4.2 Local IndexedDB Caching for Immutable History</strong></h3><p>For finalized, immutable orders (<code>settled === true</code>), DeSix deploys [indexed-db-cache.ts](file:///Users/zhuangwanfu/code%20/DeSix/packages/sdk/src/cache/indexed-db-cache.ts):</p><ul><li><p><strong>Data Interception</strong>: Finalized historical orders are saved asynchronously to the browser's <code>IndexedDB</code> storage.</p></li><li><p><strong>RPC Bypassing</strong>: When fetching history, the client intercepts the request and pulls directly from IndexedDB, eliminating redundant queries to Base RPC endpoints.</p></li><li><p><strong>Storage Optimization</strong>: An automatic migration module clears old browser <code>localStorage</code> slots to prevent UI thread blocking.</p></li></ul><h3 id="h-43-atomic-multi-bet-packing-placebetbatch" class="text-2xl font-header !mt-6 !mb-4 first:!mt-0 first:!mb-0"><strong>4.3 Atomic Multi-Bet Packing (</strong><code>placeBetBatch</code><strong>)</strong></h3><p>DeSix supports packing up to 3 separate bet layouts into a single transaction wrapper:</p><pre data-type="codeBlock" text="// Allows users to bundle 3 distinct bet slips in one atomic transaction
function placeBetBatch(BetParams[] calldata params) external whenNotPaused nonReentrant {
    require(params.length &gt; 0 &amp;&amp; params.length &lt;= 3, &quot;InvalidBatchSize&quot;);
    for (uint256 i = 0; i &lt; params.length; i++) {
        _placeBetInternal(params[i].issueId, params[i].numbers, params[i].stake, params[i].minOdds, params[i].referrer);
    }
}"><code><span class="hljs-comment">// Allows users to bundle 3 distinct bet slips in one atomic transaction</span>
<span class="hljs-function"><span class="hljs-keyword">function</span> <span class="hljs-title">placeBetBatch</span>(<span class="hljs-params">BetParams[] <span class="hljs-keyword">calldata</span> params</span>) <span class="hljs-title"><span class="hljs-keyword">external</span></span> <span class="hljs-title">whenNotPaused</span> <span class="hljs-title">nonReentrant</span> </span>{
    <span class="hljs-built_in">require</span>(params.<span class="hljs-built_in">length</span> <span class="hljs-operator">&gt;</span> <span class="hljs-number">0</span> <span class="hljs-operator">&amp;</span><span class="hljs-operator">&amp;</span> params.<span class="hljs-built_in">length</span> <span class="hljs-operator">&lt;</span><span class="hljs-operator">=</span> <span class="hljs-number">3</span>, <span class="hljs-string">"InvalidBatchSize"</span>);
    <span class="hljs-keyword">for</span> (<span class="hljs-keyword">uint256</span> i <span class="hljs-operator">=</span> <span class="hljs-number">0</span>; i <span class="hljs-operator">&lt;</span> params.<span class="hljs-built_in">length</span>; i<span class="hljs-operator">+</span><span class="hljs-operator">+</span>) {
        _placeBetInternal(params[i].issueId, params[i].numbers, params[i].stake, params[i].minOdds, params[i].referrer);
    }
}</code></pre><br><p>If any bet in the batch fails, the entire transaction reverts. This atomic execution reduces Gas costs by <strong>35%</strong> compared to sending three separate transactions.</p><hr><h2 id="h-5-conclusion-base-as-the-hub-for-mass-market-adoption" class="text-3xl font-header !mt-8 !mb-4 first:!mt-0 first:!mb-0"><strong>5. Conclusion: Base as the Hub for Mass Market Adoption</strong></h2><p>With Base's 1-second block times and ultra-low Gas fees under EIP-4844, developers can build trustless systems that rival the speed and convenience of Web2 applications.</p><p>DeSix bridges the conversion gap by implementing ERC-4337 Smart Accounts, Session Keys, anti-griefing limits, and RPC-friendly client caching. Our smart contracts and SDK are fully open-source. DeSix stands as a premier implementation example of Account Abstraction on the Base network, showing how Web3 can achieve mass-market scale.</p>]]></content:encoded>
            <author>desix1.225458.xyz@newsletter.paragraph.com (DeSix)</author>
            <category>eip-7715</category>
            <category>zerodev</category>
            <category>erc-4337</category>
            <category>desix</category>
            <category>base</category>
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