[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"pack-detail-crypto-defi-trading-ai-zh":3,"seo:pack:crypto-defi-trading-ai:zh":96},{"code":4,"message":5,"data":6},200,"操作成功",{"pack":7},{"slug":8,"icon":9,"tone":10,"status":11,"status_label":12,"title":13,"description":14,"items":15,"install_cmd":95},"crypto-defi-trading-ai","🪙","#F59E0B","new","本周新建","Crypto + DeFi Trading AI — 链上分析 + 自动化交易栈","十件给加密 \u002F DeFi 投资人 + 链上分析师用的工具：CCXT 接交易所、Freqtrade\u002FJesse 跑自动化策略、Backtrader 做诚实回测、TradingAgents 让 LLM 出研究 memo、Web3 + 智能合约审计 agent 看链上风险、Wealthfolio 看冷钱包持仓、Ledger 记报税账本。编辑指引，不构成投资建议。",[16,28,36,43,50,57,65,73,81,88],{"id":17,"uuid":18,"slug":19,"title":20,"description":21,"author_name":22,"view_count":23,"vote_count":24,"lang_type":25,"type":26,"type_label":27},4580,"9add158b-5425-11f1-9bc6-00163e2b0d79","ccxt-universal-cryptocurrency-exchange-trading-library-9add158b","CCXT — Universal Cryptocurrency Exchange Trading Library","A unified API for connecting to over 100 cryptocurrency exchanges in Python, JavaScript, and PHP, enabling automated trading, market data retrieval, and portfolio management across platforms.","Script Depot",18,0,"en","skill","Skill",{"id":29,"uuid":30,"slug":31,"title":32,"description":33,"author_name":34,"view_count":35,"vote_count":24,"lang_type":25,"type":26,"type_label":27},4581,"ab180c52-5425-11f1-9bc6-00163e2b0d79","freqtrade-open-source-crypto-trading-bot-ab180c52","Freqtrade — Open-Source Crypto Trading Bot","A free and open-source crypto trading bot written in Python that supports backtesting, strategy optimization, and live trading across major exchanges.","AI Open Source",24,{"id":37,"uuid":38,"slug":39,"title":40,"description":41,"author_name":22,"view_count":42,"vote_count":24,"lang_type":25,"type":26,"type_label":27},4584,"d742be64-5425-11f1-9bc6-00163e2b0d79","jesse-advanced-crypto-algo-trading-framework-d742be64","Jesse — Advanced Crypto Algo-Trading Framework","A Python framework for developing and backtesting cryptocurrency trading strategies with a focus on simplicity, performance, and research-friendly design.",21,{"id":44,"uuid":45,"slug":46,"title":47,"description":48,"author_name":34,"view_count":49,"vote_count":24,"lang_type":25,"type":26,"type_label":27},4583,"c91240a2-5425-11f1-9bc6-00163e2b0d79","backtrader-python-algorithmic-trading-framework-c91240a2","Backtrader — Python Algorithmic Trading Framework","A feature-rich Python framework for backtesting and live trading strategies with support for multiple data feeds, brokers, and advanced analytics.",20,{"id":51,"uuid":52,"slug":53,"title":54,"description":55,"author_name":22,"view_count":56,"vote_count":24,"lang_type":25,"type":26,"type_label":27},3657,"488cac73-4f09-11f1-9bc6-00163e2b0d79","tradingagents-multi-agent-llm-financial-trading-framework-488cac73","TradingAgents — Multi-Agent LLM Financial Trading Framework","An open-source multi-agent framework that simulates a trading firm with specialized LLM agents for market analysis, risk management, and trade execution.",75,{"id":58,"uuid":59,"slug":60,"title":61,"description":62,"author_name":63,"view_count":64,"vote_count":24,"lang_type":25,"type":26,"type_label":27},3945,"9c461d13-7676-5580-8bf4-e1fb00660a9d","awesome-trading-agents-trading-agents-mcp-list","awesome-trading-agents — Trading Agents + MCP List","Curated list of trading agents, market-data MCPs, and skills, with “If you only read three” starters and bilingual docs. Verified 114★; pushed 2026-05-11.","Agent Toolkit",103,{"id":66,"uuid":67,"slug":68,"title":69,"description":70,"author_name":71,"view_count":72,"vote_count":24,"lang_type":25,"type":26,"type_label":27},52,"bdf1e117-e30b-40eb-8ebf-fb63d7eaee34","claude-code-agent-smart-contract-auditor-web3-security-bdf1e117","Claude Code Agent: Smart Contract Auditor — Web3 Security","Claude Code agent for auditing Solidity smart contracts. Reentrancy, overflow, access control, gas optimization, and best practices.","Skill Factory",195,{"id":74,"uuid":75,"slug":76,"title":77,"description":78,"author_name":79,"view_count":80,"vote_count":24,"lang_type":25,"type":26,"type_label":27},4293,"c05f56f3-c22b-428c-92f3-6db3b9252e53","claude-code-agent-web3-integration-specialist-c05f56f3","Claude Code Agent: Web3 Integration Specialist","Use this agent when building Web3 frontend applications and wallet integrations. Specializes in blockchain connectivity, wallet interactions (RainbowKit, Reown, WalletConnect),...","TokRepo精选",29,{"id":82,"uuid":83,"slug":84,"title":85,"description":86,"author_name":34,"view_count":87,"vote_count":24,"lang_type":25,"type":26,"type_label":27},2918,"5d04b403-4c28-11f1-9bc6-00163e2b0d79","wealthfolio-private-local-first-portfolio-tracker-5d04b403","Wealthfolio — Private Local-First Portfolio Tracker","Beautiful desktop app for tracking investments, net worth, and spending with all data stored locally on your machine.",46,{"id":89,"uuid":90,"slug":91,"title":92,"description":93,"author_name":34,"view_count":94,"vote_count":24,"lang_type":25,"type":26,"type_label":27},4587,"0413334e-5426-11f1-9bc6-00163e2b0d79","ledger-double-entry-accounting-via-command-line-0413334e","Ledger — Double-Entry Accounting via the Command Line","A powerful plain-text accounting system that uses a simple text file format for double-entry bookkeeping, budgeting, and financial reporting from the terminal.",34,"tokrepo install pack\u002Fcrypto-defi-trading-ai",{"pageType":97,"pageKey":8,"locale":98,"title":99,"metaDescription":100,"h1":101,"tldr":102,"bodyMarkdown":103,"faq":104,"schema":120,"internalLinks":158,"citations":171,"wordCount":184,"generatedAt":185},"pack","zh","Crypto + DeFi Trading AI 工具组合 — 10 件套覆盖链上分析 \u002F 自动化交易 \u002F 风险审计 \u002F 报税全流程","CCXT \u002F Freqtrade \u002F Jesse \u002F Backtrader \u002F TradingAgents \u002F awesome-trading-agents \u002F 智能合约审计 agent \u002F Web3 集成审计 agent \u002F Wealthfolio \u002F Ledger — 给加密 \u002F DeFi 投资人和链上分析师准备的 10 件套：CEX\u002FDEX 数据 + 自动化策略 + 诚实回测 + 链上合约审计 + 冷钱包持仓 + 报税账本。编辑指引，不构成投资建议。","Crypto + DeFi Trading AI — 从交易所数据到链上风险到报税账本","十个资产按加密交易闭环顺序排，覆盖五个层次：数据（CEX API + 链上）、交易（自动化框架 + 算法策略）、风险（智能合约审计 + Web3 集成审查）、持仓（本地优先冷钱包视图）、税务（纯文本账本）。整个 pack 围绕一条铁律：**AI 出建议，你按签名键，每笔成交落到可审计的文件里**。编辑指引，不构成投资建议，更不是 ape into degen 的许可证。","## 这个 pack 包含什么\n\n这是给**真在跑加密 \u002F DeFi 账本的人**准备的栈 — CEX 账户 + 链上钱包 + 偶尔的 LP 仓位混着玩，已经厌倦把 TradingView 截图 \u002F Telegram bot \u002F Discord alpha 群 \u002F Excel 表格几个东西拼来拼去的人。不是匿名号扔出来的「50 个 AI alpha bot」清单。每个工具只做加密交易闭环里的一件事：拉交易所数据、跑自动化策略而不交出 key、下单前先回测、对将要交互的合约做审计、本地看 CEX + 冷钱包持仓、留够账本让报税那一段从三周变成一个周末。\n\n整个 pack 围绕一条铁律：**AI 加速研究和无聊的运维，签名 key 和税务记录留在自己手里**。所以交易所层选 `CCXT`（开源、key 你自己持有），而不是某个 SaaS bot 平台；链上风险层选两个 Claude Code agent（`智能合约审计`、`Web3 集成专家`）来读代码，而不是付费给一个「安全 oracle」API（哪天你最需要的时候它正好挂了）；账本选纯文本的 `Ledger`，到了报税季节，把一个文件交给懂加密的会计就行。\n\n### 五个层次\n\n- **数据（交易所 + 链上）**：`CCXT` — 100+ CEX\u002FDEX 的统一 API；链上侧由 Web3 层处理。\n- **交易（自动化 + 算法策略）**：`Freqtrade` \u002F `Jesse` — 生产级加密 bot，都开源，都把 key 留在本地。\n- **回测 + 研究**：`Backtrader` \u002F `TradingAgents` \u002F `awesome-trading-agents` — 诚实回放策略，让 LLM desk 出 memo。\n- **风险（智能合约 + Web3）**：`Smart Contract Auditor (Web3 Security)` \u002F `Web3 Integration Specialist` — 在你 approve spend 之前先读合约和调用代码的 agent。\n- **持仓 + 税务**：`Wealthfolio` \u002F `Ledger` — 本地看冷钱包持仓 + 纯文本日记账，年终做成本基础。\n\n## 推荐安装顺序（交易所数据 → 自动化 → 回测 → 链上风险 → 持仓 + 税务）\n\n1. **CCXT — Universal Cryptocurrency Exchange Trading Library** — 从这里起步。CCXT 是 100+ 中心化交易所（Binance、Bybit、Coinbase、OKX、Kraken、Bitfinex、Hyperliquid 通过 adapter 等）和越来越多 DEX 的统一 Python\u002FJS API。**先用只读模式**拉行情、订单簿和自己的余额；长时间 paper-trade 之后，再开 trade-scope key。这是 pack 后续交易栈读取的数据 + 执行脊柱。\n2. **Freqtrade — Open-Source Crypto Trading Bot** — 用户量最大的开源加密 bot。Python 写策略类、开箱有 dry-run 模式、hyperopt 调参、Telegram 控制 bot。**真正下 key 之前，dry-run 至少跑 30 天**。社区比 Jesse 大，GitHub 上现成策略也多；缺点是策略 API 比较重。\n3. **Jesse — Advanced Crypto Algo-Trading Framework** — 加密原生版的 Backtrader 对手。策略语法比 Freqtrade 干净，准确模拟手续费\u002F滑点，遗传算法优化器，回测\u002F实盘同一份代码。底层用 PostgreSQL 存 K 线。**研究代码整洁度 > 社区规模**时选 Jesse；不确定就两个都跑一个月再决定。\n4. **Backtrader — Python Algorithmic Trading Framework** — 通用回测器。即使生产用 Freqtrade 或 Jesse，Backtrader 是回测本身的第二意见 — 一份策略在 A 框架赚钱、在 B 框架破产，那找到的是框架 bug，不是 alpha。和 CCXT 配数据源。\n5. **TradingAgents — Multi-Agent LLM Financial Trading Framework** — 研究级的多 agent 设置，模拟分析师 desk（基本面、舆情、新闻、技术面、风险五类 agent）。加密语境下，「基本面」变成协议健康度（TVL、手续费收入、token 解锁）；「舆情」是链上巨鲸活动 + CT 噪音。**当成 junior 团队用：它出 memo，你做决定。第一天不要接到真实下单接口。**\n6. **awesome-trading-agents — Trading Agents + MCP List** — 索引。精选的交易 agent 框架和 MCP server 清单，帮你给第 5 步选具体配置，也持续跟踪新出的加密专用 MCP（DEX aggregator、链上数据、另类数据 feed）。收藏起来，每月扫一遍。\n7. **Claude Code Agent: Smart Contract Auditor (Web3 Security)** — 在你 approve spend 或者 LP 进新池子之前，对准合约读一遍的 agent。读 Solidity\u002FVyper 看 re-entrancy、整数溢出、access control bug、oracle 操纵模式、proxy 升级后门。**重金不能替代专业 audit**，但对零售仓位规模能挡住明显的复制粘贴 rug 合约。\n8. **Claude Code Agent: Web3 Integration Specialist** — 审查**集成侧**的 agent：你的 bot \u002F dApp \u002F 钱包怎么和链上 RPC 交互、multicall 模式、gas 估算、nonce 管理、广播 tx 的 MEV 暴露。和 #7 配对 — 审计 agent 读你要调用的合约，集成 agent 读调用方代码。两份审阅都过了，再把交易 bot 推到主网。\n9. **Wealthfolio — Private Local-First Portfolio Tracker** — CEX 账户、热钱包、冷钱包的持仓，本地看，不上云。多账户、多币种，手动或导入。**不想让追踪类 SaaS 看到（并潜在泄漏）你完整链上脚印**时的正确答案。加密友好但不限于加密 — 适合大多数严肃交易者实际的「股票 + 加密」混合账本。\n10. **Ledger — Double-Entry Accounting via the Command Line** — 税务\u002F审计底盘。每笔成交（CEX 交易、DEX swap、LP 存入、LP 取出、claim、空投、gas 费、跨链 bridge）都以复式分录落到纯文本日记账。报税季节交给懂加密的会计一份文件，十年后还能读，不依赖任何专有导出格式。Koinly \u002F CoinTracker 算错某一年要重做时，从 Ledger 这里 import 是源头。\n\n## 它们怎么协同\n\n```\n     CEX API                       链上 RPC\n     （Binance \u002F Bybit \u002F OKX \u002F     （Alchemy \u002F Infura \u002F\n       Coinbase \u002F Hyperliquid）      自己跑 node）\n            │                              │\n            ▼                              ▼\n     ┌─────────────┐                ┌────────────────────┐\n     │    CCXT     │                │  Web3 client       │\n     │ （读取 +    │                │  （viem \u002F web3.py  │\n     │   执行）    │                │    \u002F ethers）      │\n     └─────┬───────┘                └─────────┬──────────┘\n           │                                  │\n           └────────────┬─────────────────────┘\n                        ▼\n             ┌─────────────────────┐\n             │   AI 研究 desk      │\n             │   TradingAgents     │ ← 信号、memo\n             │   awesome-trading-  │ ← 索引\n             │    agents           │\n             └──────────┬──────────┘\n                        │\n                        ▼\n          ┌──────────────────────────┐\n          │   自动化 \u002F 策略         │\n          │   Freqtrade  ◇  Jesse    │ ← 实盘（先 dry-run）\n          │   Backtrader             │ ← 独立回测\n          └──────────┬───────────────┘\n                     │\n         交易前      │\n         风险 gate   ▼\n     ┌──────────────────────────────────┐\n     │  Smart Contract Auditor (W3S)    │ ← 读目标合约\n     │  Web3 Integration Specialist     │ ← 读 bot 自己的 tx 代码\n     └──────────┬───────────────────────┘\n                │\n        两个都过：\n                │\n                ▼\n           签名 + 广播\n                │\n          每笔成交 \u002F swap\n                │\n     ┌──────────┴───────────┐\n     ▼                      ▼\nWealthfolio              Ledger\n（持仓、P&L、           （纯文本日记账、\n  冷 + CEX 视图）         成本基础、税务导出）\n```\n\n关键连接是**交易前风险 gate**：在交易框架真正广播一条与新合约交互的 tx 之前，两个 Claude Code agent 先读目标合约和调用方代码。纯 CEX 策略（CCXT → Binance）这一道没什么用，但只要你碰到新的 DEX 池子、借贷市场或永续 DEX，gate 就会跑。**没有任何 agent 持有签名 key**。可审计数据和代码上跑只读 AI，是加密自托管场景的安全形态。\n\n## 你会遇到的取舍\n\n- **CEX vs DEX** — CEX（Binance \u002F Bybit 通过 CCXT）给你窄点差、真流动性，以及不止一次跑路过的单点风险。DEX（Uniswap \u002F Hyperliquid \u002F GMX）给你自托管和 24\u002F7 市场，代价是 MEV 暴露、RPC 可靠性和合约风险。多数严肃账本是混合的：CEX 跑量和速度，DEX 接 CEX 还没上的币。**Pack 两边都支持** — CCXT 接 CEX，Web3 + 审计 agent 看 DEX。\n- **自动化 vs 手动** — Freqtrade\u002FJesse 24\u002F7 跑，能在你睡觉时抓到 setup，也能去掉情绪；同时它会在凌晨 3 点把一个 buggy 策略放大，没人看着。手动交易被你的注意力封顶，也被你的注意力封顶。务实的拆分：**自动化跑无聊的（DCA、网格、再平衡），human-in-the-loop 留给 discretionary（叙事交易、事件驱动、新币首发）**。\n- **高频 vs swing** — 零售加密做 HFT 是烧钱兴趣班，你在 Binance 上和 co-located 做市商抢，fill 被人挑走。Swing（持仓小时到周）和 position（持仓周到月）才是零售实际有 edge 的地方，也是本 pack 的标定。**优化到亚秒级延迟时，就是站错了市场**。\n- **safe vs degen** — 同一套 `CCXT + Freqtrade + Backtrader` 既能跑无聊的 BTC\u002FUSDT 均值回归，也能跑杠杆山寨永续 scalper。工具不带道德判断，**你带**。审计 agent + 风险 gate 是阻止你的 degen 人格因为图好看就 approve 一个无限增发合约的工具。**仓位管理才是真正的风控**。Pack 只是阻止你把仓位塞进一个明显坏掉的东西里。\n\n## 常见踩坑\n\n- **Rugpull 和复制粘贴诈骗合约** — DEX 上零售亏损大头来自给恶意合约 approve spend，等钱包到账瞬间被抽空。Smart Contract Auditor agent 能挡住明显的模式（隐藏 mint 函数、owner 可暂停转账、假的 LP lock）。**永远不要给新合约 approve max allowance**；用精确金额 approve，交易后通过 revoke.cash 撤销。Agent 不能挡所有 — 项目匿名、没审计、被 12 小时新号刷屏，就走开。\n- **MEV 和滑点** — 在公共 mempool 广播大额 swap = 向每个 searcher 广播你的交易；以太坊主网上规模够的交易，预期会被三明治。缓解：私有 RPC（Flashbots Protect、MEV-Blocker），紧滑点（流动性好的对 0.5%-1%），通过已经路由绕开 MEV 的 1inch \u002F CoW Swap 走，激进 L2 上用链原生的 MEV 屏蔽路由。\n- **私钥泄露** — 整个栈里最贵的 bug 类。规矩：**任何金额心疼的地址用硬件钱包**；trading bot 用单独的热钱包，限额；`.env` 文件进 `.gitignore` **和** `.cursorignore` **和** `.aider-ignore`；**绝不**把助记词粘到任何 LLM 对话（包括这一条）；key 文件 `chmod 600`。先在测试网（Sepolia、Base Sepolia）跑通 bot，再在主网充钱。\n- **API key 权限过大** — 最常见错误：建一个 CEX API key，trading bot 和持仓 tracker 共用，还带提币权限。**错**。Trading bot key：只交易、不提币、IP 限制到运行的那台机器。持仓 tracker key：只读、不交易、不提币。Wealthfolio 这类只读 tracker 只需要 read key。**任何工具问你要提币权限，答案就是不给。**\n- **税务地区差异** — Ledger 是通用记账工具，不知道你国家的加密规则。**美国**：每笔交易（包括 crypto-to-crypto）都是应税事件，FIFO 或 specific-ID，staking 奖励按 fair value 计收入，DeFi LP 进出触发复杂的处置事件。**英国**：section 104 池化。**德国**：持仓 >1 年个人免税。**葡萄牙**：2023 之前个人免税，现在变了。**Pack 给数据，会计套规则**。**不要从 LLM 里产出加密报税表**。找懂加密的 CPA。\n\n## 免责声明\n\n本 pack 是关于 AI 辅助加密 + DeFi 交易工作流的**编辑指引**。**不构成**投资、税务或法律建议。提到的工具有各自的服务条款、地区限制和风险特征 — 使用前请自行审阅。**加密交易承担重大风险，包括本金全损**。智能合约交互**不可逆**。历史回测结果不预示未来表现，过往业绩不保证未来收益。任何重大决策前请咨询持牌顾问和懂加密的会计。",[105,108,111,114,117],{"q":106,"a":107},"Hummingbot vs Freqtrade vs Jesse — 自动化框架怎么选？","三种不同形状。**Freqtrade** 社区最大、文档最好、GitHub 上策略\u002F范例生态最强；缺点是策略 API 比较重，默认 UI 比研究级的更厚。**Jesse** 策略语法最干净（读起来像研究 notebook），内置遗传算法优化器；缺点是社区小、要 PostgreSQL、能抄的现成策略少。**Hummingbot**（没进本 pack 因为形状不同）是 market-making 优先 — 围绕单个 venue 上的限价单策略和库存管理，做方向性 swing 不自然。务实顺序：先 Freqtrade dry-run 跑 30 天学一下自动化交易的形状，之后想要更干净的研究代码再 port 到 Jesse。**第一周不要同时学两个框架**。",{"q":109,"a":110},"链上钱包追踪合法吗？","在我们了解的每个司法辖区，都合法。公链地址是公开数据 — 任何人都能读，Etherscan 免费做，Dune 在上面建 SaaS。Wealthfolio 这类 tracker 只是把链上已有的东西聚合到本地视图。法律上会变 messy 的：(a) 追踪**别人的**钱包并发布身份（doxxing），(b) 用链上数据 front-run 某人（某些辖区算市场操纵），(c) 用分析数据规避制裁（OFAC 合规）。追踪**自己的**钱包管自己的账本，没有任何争议。对公开地址做只读分析用于研究，也没问题。拿不准时一条经验法则：**读 = 永远合法；用别人数据采取行动 = 查本地法律**。",{"q":112,"a":113},"MEV 实际怎么防？","分层防御。**第一层：以太坊主网上规模重要的 tx 不要走公共 mempool**。用 Flashbots Protect RPC、MEV-Blocker，或者钱包内置的 MEV 保护（MetaMask 加了；Rabby 原生有）。第二层：**紧滑点**。$10k swap 默认 1% 就是 $100 的请柬。流动性好的对（ETH\u002FUSDC、WBTC\u002FUSDC）用 0.3%-0.5%；swap 失败是有原因的，通常就是三明治尝试。第三层：**走 MEV-aware 聚合器**。CoW Swap 批量撮合、零 MEV 暴露；1inch Fusion 类似。第四层：**规模上 L2 和 intent-based DEX** — Arbitrum、Base、Hyperliquid 的 MEV 经济和主网不同（通常更友好）。没有一个完美；组合起来通常能把零售 MEV 损失砍掉 80-95%。",{"q":115,"a":116},"DEX 每笔交易都是应税事件，加密税到底怎么算？","两部分问题，pack 处理第一部分。**第一部分：数据**。CCXT 拉 CEX 交易历史；Web3 client（web3.py \u002F viem \u002F ethers）从你地址拉链上交易；都喂到 Ledger 作为纯文本分录，带 timestamp、资产、数量、执行时 fiat 价值、gas\u002F费。这给你一份完整、可查询、机器可读、能扛任何工具切换的交易日志。**第二部分：税法**，按辖区不同。**美国**：crypto-to-crypto 是应税事件、FIFO 或 specific-ID 成本基础、staking 和空投按收到时 fair value 算收入、LP 进出触发复杂处置事件。**英国**：section 104 池化、income 和 CGT 规则不同。**德国**：持仓 >1 年个人免税（这条规则一直在变，每年查当年）。**别猜，也别从 LLM 里产出报税表**。用一个懂你辖区规则的加密专用工具（Koinly \u002F CoinTracker \u002F CoinLedger），把 Ledger 日记账作为 source of truth 导入。**重金请加密专门 CPA**，替代方案是收到税务局信。",{"q":118,"a":119},"能不能拿 Ledger 硬件钱包跑自动化交易 bot？","技术上可以但形状很差，这是个值得理清的范畴混淆。硬件钱包（Ledger Nano、Trezor、GridPlus）的设计是**为低频、刻意的交易做物理确认签名**。自动化 bot 想要**每天签几千笔、零人工**。两个目标相反。正确架构：**硬件钱包持冷余额（账本的 95%+）**；**单独的热钱包 — 软件钱包、限额、和 bot 在同一台机器 — 持交易浮动金**。从冷钱包定期通过一次刻意的硬件签名 tx 给热钱包补仓。热钱包被抽空（bug \u002F key 泄 \u002F 恶意合约），你损失浮动金，不是账本。一些更进阶的 setup 加第三层：智能合约钱包（Safe \u002F Argent）配 session key，给 bot 限时限范围的权限。**账本规模到一定程度，这是真升级**。除此之外的所有情况：**冷的存，热的交易，绝不一把 key 干两件事**。",{"@context":121,"@type":122,"name":123,"description":124,"numberOfItems":125,"inLanguage":98,"itemListElement":126},"https:\u002F\u002Fschema.org","ItemList","Crypto + DeFi Trading AI","给加密 \u002F DeFi 投资人和链上分析师的十件 AI 时代工具组合：交易所数据与执行、自动化交易框架、诚实的回测、多 agent LLM 研究、智能合约和 Web3 集成审计、本地优先持仓追踪、报税用纯文本账本。",10,[127,131,134,137,140,143,146,150,153,156],{"@type":128,"position":129,"name":20,"url":130},"ListItem",1,"https:\u002F\u002Ftokrepo.com\u002Fen\u002Fworkflows\u002Fccxt-universal-cryptocurrency-exchange-trading-library-9add158b",{"@type":128,"position":132,"name":32,"url":133},2,"https:\u002F\u002Ftokrepo.com\u002Fen\u002Fworkflows\u002Ffreqtrade-open-source-crypto-trading-bot-ab180c52",{"@type":128,"position":135,"name":40,"url":136},3,"https:\u002F\u002Ftokrepo.com\u002Fen\u002Fworkflows\u002Fjesse-advanced-crypto-algo-trading-framework-d742be64",{"@type":128,"position":138,"name":47,"url":139},4,"https:\u002F\u002Ftokrepo.com\u002Fen\u002Fworkflows\u002Fbacktrader-python-algorithmic-trading-framework-c91240a2",{"@type":128,"position":141,"name":54,"url":142},5,"https:\u002F\u002Ftokrepo.com\u002Fen\u002Fworkflows\u002Ftradingagents-multi-agent-llm-financial-trading-framework-488cac73",{"@type":128,"position":144,"name":61,"url":145},6,"https:\u002F\u002Ftokrepo.com\u002Fen\u002Fworkflows\u002Fawesome-trading-agents-trading-agents-mcp-list-9c461d13",{"@type":128,"position":147,"name":148,"url":149},7,"Claude 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数据分析目录的更大范畴",{"url":168,"anchor":169,"reason":170},"\u002Fzh\u002Ffeatured","TokRepo 精选资产","这十个资产是 TokRepo agent-ready 精选目录的一部分",[172,176,180],{"claim":173,"source_name":174,"source_url":175},"CCXT 提供跨 100+ 加密交易所的统一 API","CCXT on GitHub","https:\u002F\u002Fgithub.com\u002Fccxt\u002Fccxt",{"claim":177,"source_name":178,"source_url":179},"Freqtrade 是 Python 写的开源加密交易 bot","Freqtrade 官方文档","https:\u002F\u002Fwww.freqtrade.io\u002F",{"claim":181,"source_name":182,"source_url":183},"Jesse 是 Python 加密策略回测和实盘交易框架","Jesse 官方站","https:\u002F\u002Fjesse.trade\u002F",940,"2026-05-23T00:00:00Z"]