Pandas-TA 技术指标
Pandas-TA 技术指标：基于 pandas-ta 库计算技术分析指标（RSI、MACD、布林带、KAMA 等），支持多市场数据可视化与自定义参数调整。 含 15 条反模式约束。
晶体简介
Constraints
Evidence Quality
Medium confidence — review before critical use
19 条不可违反的约束
WHENWhen calculating technical indicators
ACTIONpreserve the input DataFrame index without reindexing
CONSEQUENCEReindexing breaks temporal alignment with other features, causes data corruption in time-series datasets, and may shift indicator values to incorrect timestamps
WHENWhen using ta library for financial analysis
ACTIONclaim the library provides real-time trading signals or live trading capability
CONSEQUENCEThe library is a feature engineering tool that calculates technical indicators from historical OHLCV data; presenting these as trading signals could lead to financial losses if users trade without proper risk management
WHENWhen calculating technical indicators on financial data
ACTIONpresent backtest results as guaranteed future trading performance
CONSEQUENCEHistorical indicator values do not guarantee future performance; backtest results are affected by look-ahead bias, survivorship bias, and market regime changes
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v0.1.0: 首次发布到 Doramagic.ai。基于 tangweigang-jpg/doramagic-skills 的自动化 batch-v1 元数据 + 自动生成 FAQ。