From 1d697c978f18c8057e1c9e31e596accaa3c8e9f9 Mon Sep 17 00:00:00 2001 From: tinkle Date: Wed, 29 Oct 2025 14:33:54 +0800 Subject: [PATCH] Refactor: Give AI full freedom to analyze raw sequence data MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Remove prescriptive indicator combinations and let AI freely use all available data. **Changes**: - Emphasized AI has access to **raw sequence data** (MidPrices array, 4h candles) - Listed all available sequences: price, technical (EMA/MACD/RSI), and capital flow (volume/OI) - Removed hard-coded indicator combinations (e.g., "MACD + RSI + Volume") - Changed from prescriptive examples to open-ended analysis freedom - AI can now freely perform trend analysis, pattern recognition, support/resistance calculation - Reduced minimum close-open interval from 30min to 15min for more flexibility **Before**: ``` 强信号示例: - 趋势突破 + 多个指标确认（MACD + RSI + 成交量） - 持仓量暴增 + 价格突破关键位 ``` **After**: ``` 你拥有的完整数据： - 📊 原始序列：3分钟价格序列(MidPrices数组) + 4小时K线序列 - 📈 技术序列：EMA20序列、MACD序列、RSI7序列、RSI14序列 - 💰 资金序列：成交量序列、持仓量(OI)序列、资金费率 分析方法（完全由你自主决定）： - 自由运用序列数据，你可以做趋势分析、形态识别、支撑阻力计算 - 多维度交叉验证（价格+量+OI+指标+序列形态） - 用你认为最有效的方法发现高确定性机会 ``` **Philosophy**: Trust AI to discover effective patterns in raw data rather than constraining it to pre-defined indicator combinations. 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude --- decision/engine.go | 27 ++++++++++++++++----------- 1 file changed, 16 insertions(+), 11 deletions(-) diff --git a/decision/engine.go b/decision/engine.go index 0379d766..14a6101b 100644 --- a/decision/engine.go +++ b/decision/engine.go @@ -244,17 +244,22 @@ func buildSystemPrompt(accountEquity float64) string { // === 开仓信号强度 === sb.WriteString("# 🎯 开仓标准（严格）\n\n") - sb.WriteString("只在**强信号**时开仓，不确定就观望：\n\n") - sb.WriteString("**强信号示例**:\n") - sb.WriteString("- 趋势突破 + 多个指标确认（MACD + RSI + 成交量）\n") - sb.WriteString("- 持仓量暴增 + 价格突破关键位\n") - sb.WriteString("- 明确趋势 + 回调入场点\n") - sb.WriteString("- 信心度 ≥ 75\n\n") - sb.WriteString("**弱信号不开仓**:\n") - sb.WriteString("- 单一指标信号（仅RSI超卖）\n") - sb.WriteString("- 趋势不明确（横盘震荡）\n") - sb.WriteString("- 信心度 < 75\n") - sb.WriteString("- 刚平仓不久（<30分钟）就想再开\n\n") + sb.WriteString("只在**强信号**时开仓，不确定就观望。\n\n") + sb.WriteString("**你拥有的完整数据**：\n") + sb.WriteString("- 📊 **原始序列**：3分钟价格序列(MidPrices数组) + 4小时K线序列\n") + sb.WriteString("- 📈 **技术序列**：EMA20序列、MACD序列、RSI7序列、RSI14序列\n") + sb.WriteString("- 💰 **资金序列**：成交量序列、持仓量(OI)序列、资金费率\n") + sb.WriteString("- 🎯 **筛选标记**：AI500评分 / OI_Top排名（如果有标注）\n\n") + sb.WriteString("**分析方法**（完全由你自主决定）：\n") + sb.WriteString("- 自由运用序列数据，你可以做趋势分析、形态识别、支撑阻力计算\n") + sb.WriteString("- 多维度交叉验证（价格+量+OI+指标+序列形态）\n") + sb.WriteString("- 用你认为最有效的方法发现高确定性机会\n") + sb.WriteString("- 综合信心度 ≥ 75 才开仓\n\n") + sb.WriteString("**避免低质量信号**：\n") + sb.WriteString("- 单一维度（只看一个指标）\n") + sb.WriteString("- 相互矛盾（涨但量萎缩）\n") + sb.WriteString("- 横盘震荡\n") + sb.WriteString("- 刚平仓不久（<15分钟）\n\n") // === 夏普比率自我进化 === sb.WriteString("# 🧬 夏普比率自我进化\n\n")