strategy-compare 是做什麼的？
在同一標的（Symbol）上比較多種策略或方向（多頭 vs 空頭 vs 雙向）。生成並排統計表。
在同一標的（Symbol）上比較多種策略或方向（多頭 vs 空頭 vs 雙向），並生成並排統計表。
此技能（marketcalls/strategy-compare）允許用戶在同一金融標的（Symbol）上，同時比較多種交易策略或方向（例如多頭、空頭、雙向）。它可以自動生成並排的統計數據表格，幫助用戶快速評估不同策略的績效表現，例如回測結果、勝率、最大回撤等關鍵指標。該技能主要應用於分析平台或AI Agent環境中，能有效簡化策略比較的流程，無需手動整理數據。通過提供直觀的視覺化比較，為交易者或開發者提供數據驅動的決策支持，特別適合需要快速驗證多種交易假設的場景。
npx skills add https://github.com/marketcalls/vectorbt-backtesting-skills/tree/main/skills/strategy-compareInstalled? Explore more 程式設計與開發 skills: steipete/bluebubbles, steipete/eightctl, steipete/blucli · View all 6 →
在同一標的（Symbol）上比較多種策略或方向（多頭 vs 空頭 vs 雙向）。生成並排統計表。
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.