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Shioaji Taiwan financial trading API guide.
Passed 20 of 22 test cases with the skill, and 10 of 22 without it.
and 11 more in the full report
11 fixed9 passed either way1 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 11 test cases the skill fixed. Same model, same prompt, with and without the skill.
Which order type constant should be used for an order where any portion that can be filled immediately is executed, and any remaining unfilled portion is canceled right away (IOC)?
| Checked | Without skill | With skill |
|---|---|---|
| The response assigns sj.constant.OrderType.IOC. | Missed | Passed |
The instructions your model reads when the skill loads.
Shioaji is SinoPac's Python API for trading Taiwan financial markets (stocks, futures, options). Shioaji 是永豐金證券提供的 Python 交易 API，支援台灣股票、期貨、選擇權市場。
Official Docs 官方文檔: https://sinotrade.github.io/ LLM Reference: https://sinotrade.github.io/llms-full.txt
| Topic 主題 | File 檔案 | Description 說明 |
|---|---|---|
| Preparation 準備 | PREPARE.md | Account setup, API keys, testing 開戶/金鑰申請/測試 |
| Contracts 合約 | CONTRACTS.md | Stocks, Futures, Options contracts 股票/期貨/選擇權合約 |
| Orders 下單 | ORDERS.md | Place, modify, cancel, combo orders 下單/改單/刪單/組合單 |
| Reserve 預收 | RESERVE.md | Reserve orders for disposition stocks 處置股預收券款 |
| Streaming 行情 | STREAMING.md | Real-time tick & bidask data 即時 Tick/BidAsk 資料 |
| Market Data 市場資料 | MARKET_DATA.md | Historical, snapshot, credit, scanners 歷史資料/快照/資券/掃描器 |
| Accounting 帳務 | ACCOUNTING.md | Balance, margin, P&L, trading limits 餘額/保證金/損益/額度 |
| Advanced 進階 | ADVANCED.md | Quote binding, non-blocking, stop orders 報價綁定/非阻塞/觸價 |
| Troubleshooting 問題排解 | TROUBLESHOOTING.md | Common issues and solutions 常見問題與解決 |
# pip
pip install shioaji
# uv (recommended 推薦)
uv add shioaji
# with speed optimization 速度優化版
uv add shioaji --extra speed
test cases passed, vs 10 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.