dsh-trading

dsh-trading — Open-Source AI Trading Terminal & Multi-Agent Quantitative Platform Current Status & Handoff / 当前状态与交接：See docs/current-state.md (accepted milestones, fail-closed invariants, documentation map).

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dsh-trading is an open-source, agent-native AI trading terminal and quantitative investment research platform built on DeepSeek Harness (DSH) and the Cordis microkernel. It unifies Cryptocurrency (Binance, OKX, Bybit, CCXT), US Equities (Alpaca, Interactive Brokers, Yahoo Finance), China A-Shares (MiniQMT, Eastmoney, AkShare, Tushare), Hong Kong Stocks (Longbridge, Futu, Tiger), and Chinese Commodity Futures into a single modular workspace.

Combining TradingView Lightweight Charts v5, role-based multi-agent teams (Master, Researcher, Trader, Risk Reviewer), built-in strategy backtesting, and a zero-trust dual-track human approval gate, dsh-trading bridges the gap between deep AI reasoning and disciplined trading execution.

Quick start · Key features · Why dsh-trading · Supported markets · Agent architecture · FAQ · Documentation Your next trading terminal can also be your AI agent. *No chumps for the slaughter, just everyday traders.* Key Features All-in-One Multi-Market Workspace: Follow Crypto (spot & perpetuals), US stocks, China A-shares, Hong Kong equities, and commodity futures in a unified watchlist with real-time quotes, order books, and corporate disclosures. TradingView Charting & Market Depth Engine: Center-stage Lightweight Charts v5 with multi-timeframe switching (5m to weekly), 15+ technical indicators (MA, EMA, MACD, RSI, Bollinger Bands, KDJ, SuperTrend, TD9), tick-by-tick trades, and crypto derivatives metrics (Open Interest, Funding Rates, Long/Short ratio). Agent-Native Multi-Agent Orchestration: A collaborative AI team (master lead, instrument-researcher, trader, risk-reviewer) that autonomously queries market data tools, performs financial statement analysis, drafts trade plans, and stresses risk scenarios. Institutional Research Playbooks & Risk Checklists: Bundled pre-trade risk checklists for every market, a 5-step crypto instrument analysis framework, institutio

Of the money you've lost trading, how much of it was lost before you had truly thought it through?

You chase a rally and become the exit liquidity. You buy the dip, and it keeps dipping. You cut the loss, and it bounces the moment you're out; you hold, and it grinds you into the deep red. (Veterans don't always dodge these either.)

Where does the problem lie? Not in luck. In discipline.

The market opens every day, and bulls and bears fight it out every day. The most dependable weapon a retail trader holds was never better information — it's discipline. A seasoned hunter waits nine-tenths of the time and strikes in the remaining tenth; most traders do the exact opposite — nine-tenths acting, one-tenth regretting.

That is why dsh-trading exists: an agent-native trading terminal built on DeepSeek Harness (DSH). A professional trading workflow, paired with an AI agent in sync with the market: quotes, news, and capital flow are all in its view; research follows institutional-grade playbooks; and before a real order goes out, every single one passes an approval gate that only your hand can click.