setup 是做什么的？
设置 Python 回测环境。检测操作系统，创建虚拟环境，安装依赖（openalgo、ta-lib、vectorbt、plotly），并创建回测文件夹结构。
设置Python回测环境。检测操作系统，创建虚拟环境，安装依赖（openalgo、ta-lib、vectorbt、plotly），并创建回测文件夹结构。
marketcalls/setup 技能用于快速搭建一个 Python 回测环境，特别适用于量化交易和算法策略开发。它会自动检测当前操作系统（如 Windows、macOS、Linux），然后创建 Python 虚拟环境（venv），并安装回测所需的核心依赖库：openalgo（算法交易框架）、ta-lib（技术分析库）、vectorbt（高性能回测框架）以及 plotly（交互式可视化）。此外，该技能还会自动创建标准的回测文件夹结构，帮助用户组织策略代码、数据和结果。整个过程完全自动化，无需手动配置，减少环境搭建的时间和错误。该技能适用于 Claude Code 等 AI 编码助手，开发者可以通过简单的指令快速进入回测开发状态。
npx skills add https://github.com/marketcalls/vectorbt-backtesting-skills/tree/main/skills/setupInstalled? Explore more 编程与开发 skills: steipete/bluebubbles, steipete/eightctl, steipete/blucli · View all 6 →
设置 Python 回测环境。检测操作系统，创建虚拟环境，安装依赖（openalgo、ta-lib、vectorbt、plotly），并创建回测文件夹结构。
This repo contains 5 individual skills — each has its own dedicated page.
Quick backtest a strategy on a symbol. Creates a complete .py script with data fetch, signals, backtest, stats, and plots.
Optimize strategy parameters using VectorBT. Tests parameter combinations and generates heatmaps.
Quickly fetch data and print key backtest stats for a symbol with a default EMA crossover strategy. No file creation needed - runs inline in a notebook cell or prints to console.
Compare multiple strategies or directions (long vs short vs both) on the same symbol. Generates side-by-side stats table.
VectorBT backtesting expert. Use when user asks to backtest strategies, create entry/exit signals, analyze portfolio performance, optimize parameters, fetch historical data, use VectorBT/vectorbt, compare strategies, position sizing, equity curves, drawdown charts, or trade analysis. Also triggers for openalgo.ta helpers (exrem, crossover, crossunder, flip, donchian, supertrend).
Send and manage iMessages via BlueBubbles, including attachments, tapbacks, edits, replies, and groups.
Control Eight Sleep pods (status, temperature, alarms, schedules).
BluOS CLI (blu) for discovery, playback, grouping, and volume.
Create, search, and manage Bear notes via grizzly CLI.
Capture frames or clips from RTSP/ONVIF cameras.
Search GIF providers with CLI/TUI, download results, and extract stills/sheets.