https://ningop.com/categories/%E5%B7%A5%E5%85%B7/Recent content in 工具 on NFYHugozhSun, 30 Aug 2026 19:22:49 +0800https://ningop.com/posts/2026-08-30-ai-arbitrage-toolkit/Sun, 30 Aug 2026 10:00:00 +0800https://ningop.com/posts/2026-08-30-ai-arbitrage-toolkit/<p><img alt="AI 套利工具箱" loading="lazy" src="https://picsum.photos/seed/ai-arbitrage-toolkit/1200/800"></p> <h2 id="part-3-from-theory-to-practice---the-toolkit">Part 3: From Theory to Practice - The Toolkit</h2> <p>In <a href="https://ningop.com/posts/2026-08-29-ai-arbitrage-whitepaper-series/">Part 1</a> we defined the cognitive architecture, and in <a href="https://ningop.com/posts/2026-08-30-ai-arbitrage-lightfall/">Part 2</a> we outlined the lightweight and DeFi layers. This final part reveals the source code structure, template library, and operational guide for the Personal AI Arbitrage Toolkit.</p> <hr> <h2 id="repository-structure">Repository Structure</h2> <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-text" data-lang="text"><span class="line"><span class="cl">ai-arbitrage-toolkit/ </span></span><span class="line"><span class="cl">├── README.md # Project entry &amp; quick start </span></span><span class="line"><span class="cl">├── n8n_templates/ # Visual workflow templates </span></span><span class="line"><span class="cl">│ ├── gov_monitor.json # County gov policy monitoring </span></span><span class="line"><span class="cl">│ ├── sentiment_scanner.json # Reddit/Twitter sentiment collection </span></span><span class="line"><span class="cl">│ └── arbitrage_scanner.json # Funding rate / cross-exchange arbitrage </span></span><span class="line"><span class="cl">├── agent_prompts/ # Standardized Agent Prompt library </span></span><span class="line"><span class="cl">│ ├── analyst_prompt.md # Analyst Agent: signal extraction </span></span><span class="line"><span class="cl">│ ├── executor_prompt.md # Executor Agent: on-chain operations </span></span><span class="line"><span class="cl">│ ├── risk_manager_prompt.md # Risk Manager: circuit breaker </span></span><span class="line"><span class="cl">│ └── coordinator_prompt.md # Coordinator Agent: multi-agent collaboration </span></span><span class="line"><span class="cl">├── monitoring_dashboard/ # Personal ops dashboard </span></span><span class="line"><span class="cl">│ ├── daily_summary.py # Daily auto summary script </span></span><span class="line"><span class="cl">│ └── weekly_report.py # Weekly report generator </span></span><span class="line"><span class="cl">├── risk_parameters.json # Configurable risk parameters </span></span><span class="line"><span class="cl">└── README_DEPLOY.md # Deployment guide </span></span></code></pre></div>