{"repo":"YicunAI/Pnlclaw-community","free":true,"listed":false,"github":"https://github.com/YicunAI/Pnlclaw-community","clone":"git clone https://github.com/YicunAI/Pnlclaw-community.git","description":"PnLClaw — local-first crypto and prediction market quant engine.","language":"Python","stars":196,"topics":["backtesting","btc","crypto","ethereum","polymarket-trade-bot","quant","trade-bot","trading-algorithms"],"license":"AGPL-3.0","category":"trading","readme_excerpt":"Chat is Quant — Local-first AI-powered crypto quantitative research Drive the entire strategy lifecycle through natural language conversation. Native WebSocket feeds · ReAct Agent · 8 built-in Skills · MCP extensible · Your data stays local. English · 简体中文 · Quick Start · Security · Changelog No setup required — download, install, and start trading in minutes. --- Overview & Design Philosophy PnLClaw Community is an open-source, local-first platform for crypto quantitative research and prediction market workflows. The fundamental difference from traditional quant tools: you don't write code. Describe your trading ideas in natural language, and the AI Agent handles everything from strategy design to backtest validation — then keeps iterating through multi-turn conversation to autonomously explore better parameters. Unlike cloud-based quant platforms, PnLClaw runs entirely on your machine. We designed it with these core principles: 1. Chat is Quant : Built-in AI Agent with a ReAct reasoning loop and full multi-turn conversation context. Describe your strategy idea in natural language, and the Agent generates YAML configs, runs backtests, analyzes results, and suggests optimizations — forming a complete closed loop: Design → Validate → Backtest → Iterate → Deploy. 2. Local-First & Privacy : No subscription, no data leaving your system, no intermediary. Your API keys and strategies stay on your hardware. 3. Unified Event-Driven Architecture : Streams live market data directly fro","default_branch":null,"files":null,"tree":[],"storefront":"/r/YicunAI","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/YicunAI/Pnlclaw-community/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}