策略对比 是做什么的？
在同一标的上比较多个策略或方向（做多 vs 做空 vs 双向）。生成并排统计表格。
在同一标的上比较多个策略或方向（做多 vs 做空 vs 双向）。生成并排统计表格。
该技能用于在同一金融标的上对多个交易策略或持仓方向（如做多、做空、双向）进行并排比较。它自动生成包含关键绩效指标（如收益率、最大回撤、胜率等）的对比统计表格，帮助交易者和开发者快速评估不同策略的优劣。支持主流交易分析平台（如 TradingView、Backtrader 等），通过统一的接口调用即可获得格式化输出。其工作流程基于 SKILL.md 中定义的参数解析与数据聚合逻辑，确保结果的一致性与可重复性。
npx skills add https://github.com/marketcalls/vectorbt-backtesting-skills/tree/main/skills/strategy-compareInstalled? Explore more 编程与开发 skills: steipete/bluebubbles, steipete/eightctl, steipete/blucli · View all 6 →
在同一标的上比较多个策略或方向（做多 vs 做空 vs 双向）。生成并排统计表格。
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.
Set up the Python backtesting environment. Detects OS, creates virtual environment, installs dependencies (openalgo, ta-lib, vectorbt, plotly), and creates the backtesting folder structure.
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.