feat: v3.6.0 全量同步 — 完整印度占星引擎+74篇参考资料+14子命令

## 核心升级（v1.6.0 → v3.6.0）

### 计算引擎（scripts/）
- jyotish_engine.py v3.6.0：14子命令统一引擎（chart/dasha/yoga/predict/varga/celebrity/db-stats/transit/shadbala/ashtakavarga/memory/validate/audit/report）
- 基于 Swiss Ephemeris + Lahiri Ayanamsa 恒星黄道
- shadbala.py：Shadbala六重力量计算（Sthana/Dig/Kala/Chesta/Naisargika/Drik Bala）
- ashtakavarga.py v2.0：BPHS完整8×8矩阵，SAV=337
- validate.py：R1-R10+R2b 数学验证（11项）
- event_prediction_model.py：三层验证事件预测规则引擎
- hermes_memory_core.py + hermes_bridge.py：Hermes记忆系统
- report_builder.py：MD→HTML报告生成器（羊皮纸主题）

### 参考资料（references/）— 74篇
- 新增35篇：AI解盘工作流/Argala/Dasa Convergence/替代推运系统/条件Dasha/Shodasavarga十六分盘/古典文献翻译/专业发展路径等
- 修改8篇：PDF读取v3.0/Ashtakavarga v2.0/名人案例库v2.0/KP占星v2.0等
- 覆盖：行星/星座/宫位/Nakshatra/Yoga/Dasha/Transit/关系占星/年运盘/Jaimini/KP/Varshaphala/补救措施

### 审计管线（P1-P12 + P3/P8/冲突仲裁）
- P3仓库耦合：双宫掌管命运捆绑分析
- P8年龄状态：行星度数→执行模式判定
- 冲突仲裁3条规则：矛盾信号裁决

### 其他
- CHANGELOG.md：完整版本历史
- .gitignore：排除缓存和数据库
- SKILL.md v3.6.0：触发词/子命令表/工作流完整更新

scripts/ashtakavarga.py

@@ -0,0 +1,345 @@
+#!/usr/bin/env python3
+# -*- coding: utf-8 -*-
+"""
+Ashtakavarga 计算模块 v2.0（八分法）
+基于 Brihat Parashara Hora Shastra (BPHS) 完整标准表
+
+核心修正（v2.0 vs v1.0）：
+- v1.0: BAV_BASE 只有自贡献 + 少量跨源贡献 → SAV=94 ❌
+- v2.0: 完整 8×8 贡献矩阵（每颗行星 × 8来源）→ SAV=337 ✅
+
+架构：
+- BAV_CONTRIBUTION[planet][source] = 有利宫位列表
+- 每颗行星的 BAV = 所有 8 个来源（7行星+Lagna）的贡献之和
+- SAV = 7 颗行星 BAV 之和（Lagna 自身 BAV 单独展示，不计入 SAV）
+- SAV 总和 = 337（宇宙常数）
+
+BPHS 校正：
+- 月亮 BAV → 木星贡献：1,4,7,8,10,11（6宫，不含12）→ 总49
+- 金星 BAV → 水星贡献：3,5,6,9,11,12（6宫，含12）→ 总52
+"""
+
+from typing import Dict, List, Tuple
+
+SIGNS = ['Aries', 'Taurus', 'Gemini', 'Cancer', 'Leo', 'Virgo',
+         'Libra', 'Scorpio', 'Sagittarius', 'Capricorn', 'Aquarius', 'Pisces']
+
+# ============================================================================
+# 完整 BAV 贡献表（BPHS 标准法）
+# BAV_CONTRIBUTION[planet][source] = 从 source 数起的有利宫位列表
+# 每颗行星的 BAV 总和 = 所有 8 个来源的贡献数之和
+# ============================================================================
+
+# --- 太阳 BAV（总48） ---
+# 来源: Sun(8) + Moon(4) + Mars(8) + Mercury(7) + Jupiter(4) + Venus(3) + Saturn(8) + Lagna(6) = 48
+_SUN_BAV = {
+    'Sun':     [1, 2, 4, 7, 8, 9, 10, 11],
+    'Moon':    [3, 6, 10, 11],
+    'Mars':    [1, 2, 4, 7, 8, 9, 10, 11],
+    'Mercury': [3, 5, 6, 9, 10, 11, 12],
+    'Jupiter': [5, 6, 9, 11],
+    'Venus':   [6, 7, 12],
+    'Saturn':  [1, 2, 4, 7, 8, 9, 10, 11],
+    'Lagna':   [3, 4, 6, 10, 11, 12],
+}
+
+# --- 月亮 BAV（总49） ---
+# 来源: Sun(6) + Moon(6) + Mars(7) + Mercury(8) + Jupiter(6) + Venus(7) + Saturn(4) + Lagna(5) = 49
+# BPHS校正：木星贡献为 1,4,7,8,10,11（6宫），非 1,4,7,8,10,11,12（7宫）
+_MOON_BAV = {
+    'Sun':     [3, 6, 7, 8, 10, 11],
+    'Moon':    [1, 3, 6, 7, 10, 11],
+    'Mars':    [2, 3, 5, 6, 9, 10, 11],
+    'Mercury': [1, 3, 4, 5, 7, 8, 10, 11],
+    'Jupiter': [1, 4, 7, 8, 10, 11],       # BPHS校正：不含12
+    'Venus':   [3, 4, 5, 7, 9, 10, 11],
+    'Saturn':  [3, 5, 6, 11],
+    'Lagna':   [3, 6, 10, 11, 12],
+}
+
+# --- 火星 BAV（总39） ---
+# 来源: Sun(5) + Moon(3) + Mars(7) + Mercury(4) + Jupiter(4) + Venus(4) + Saturn(7) + Lagna(5) = 39
+_MARS_BAV = {
+    'Sun':     [3, 5, 6, 10, 11],
+    'Moon':    [3, 6, 11],
+    'Mars':    [1, 2, 4, 7, 8, 10, 11],
+    'Mercury': [3, 5, 6, 11],
+    'Jupiter': [6, 10, 11, 12],
+    'Venus':   [6, 8, 11, 12],
+    'Saturn':  [1, 4, 7, 8, 9, 10, 11],
+    'Lagna':   [1, 3, 6, 10, 11],
+}
+
+# --- 水星 BAV（总54） ---
+# 来源: Sun(5) + Moon(6) + Mars(8) + Mercury(8) + Jupiter(4) + Venus(8) + Saturn(8) + Lagna(7) = 54
+_MERCURY_BAV = {
+    'Sun':     [5, 6, 9, 11, 12],
+    'Moon':    [2, 4, 6, 8, 10, 11],
+    'Mars':    [1, 2, 4, 7, 8, 9, 10, 11],
+    'Mercury': [1, 3, 5, 6, 9, 10, 11, 12],
+    'Jupiter': [6, 8, 11, 12],
+    'Venus':   [1, 2, 3, 4, 5, 8, 9, 11],
+    'Saturn':  [1, 2, 4, 7, 8, 9, 10, 11],
+    'Lagna':   [1, 2, 4, 6, 8, 10, 11],
+}
+
+# --- 木星 BAV（总56） ---
+# 来源: Sun(9) + Moon(5) + Mars(7) + Mercury(8) + Jupiter(8) + Venus(6) + Saturn(4) + Lagna(9) = 56
+_JUPITER_BAV = {
+    'Sun':     [1, 2, 3, 4, 7, 8, 9, 10, 11],
+    'Moon':    [2, 5, 7, 9, 11],
+    'Mars':    [1, 2, 4, 7, 8, 10, 11],
+    'Mercury': [1, 2, 4, 5, 6, 9, 10, 11],
+    'Jupiter': [1, 2, 3, 4, 7, 8, 10, 11],
+    'Venus':   [2, 5, 6, 9, 10, 11],
+    'Saturn':  [3, 5, 6, 12],
+    'Lagna':   [1, 2, 4, 5, 6, 7, 9, 10, 11],
+}
+
+# --- 金星 BAV（总52） ---
+# 来源: Sun(3) + Moon(9) + Mars(6) + Mercury(6) + Jupiter(5) + Venus(9) + Saturn(7) + Lagna(7) = 52
+# BPHS校正：水星贡献为 3,5,6,9,11,12（6宫，含12），非 3,5,6,9,11（5宫）
+_VENUS_BAV = {
+    'Sun':     [8, 11, 12],
+    'Moon':    [1, 2, 3, 4, 5, 8, 9, 11, 12],
+    'Mars':    [3, 5, 6, 9, 11, 12],
+    'Mercury': [3, 5, 6, 9, 11, 12],       # BPHS校正：含12
+    'Jupiter': [5, 8, 9, 10, 11],
+    'Venus':   [1, 2, 3, 4, 5, 8, 9, 10, 11],
+    'Saturn':  [3, 4, 5, 8, 9, 10, 11],
+    'Lagna':   [1, 2, 3, 4, 5, 8, 9],
+}
+
+# --- 土星 BAV（总39） ---
+# 来源: Sun(7) + Moon(3) + Mars(6) + Mercury(6) + Jupiter(4) + Venus(3) + Saturn(4) + Lagna(6) = 39
+_SATURN_BAV = {
+    'Sun':     [1, 2, 4, 7, 8, 10, 11],
+    'Moon':    [3, 6, 11],
+    'Mars':    [3, 5, 6, 10, 11, 12],
+    'Mercury': [6, 8, 9, 10, 11, 12],
+    'Jupiter': [5, 6, 11, 12],
+    'Venus':   [6, 11, 12],
+    'Saturn':  [3, 5, 6, 11],
+    'Lagna':   [1, 3, 4, 6, 10, 11],
+}
+
+# --- Lagna BAV（总49，不计入 SAV 337） ---
+# 来源: Sun(6) + Moon(5) + Mars(5) + Mercury(7) + Jupiter(9) + Venus(7) + Saturn(6) + Lagna(4) = 49
+_LAGNA_BAV = {
+    'Sun':     [3, 4, 6, 10, 11, 12],
+    'Moon':    [3, 6, 10, 11, 12],
+    'Mars':    [1, 3, 6, 10, 11],
+    'Mercury': [1, 2, 4, 6, 8, 10, 11],
+    'Jupiter': [1, 2, 4, 5, 6, 7, 9, 10, 11],
+    'Venus':   [1, 2, 3, 4, 5, 8, 9],
+    'Saturn':  [1, 3, 4, 6, 10, 11],
+    'Lagna':   [3, 6, 10, 11],
+}
+
+# 汇总为统一查找表
+BAV_CONTRIBUTION = {
+    'Sun':     _SUN_BAV,
+    'Moon':    _MOON_BAV,
+    'Mars':    _MARS_BAV,
+    'Mercury': _MERCURY_BAV,
+    'Jupiter': _JUPITER_BAV,
+    'Venus':   _VENUS_BAV,
+    'Saturn':  _SATURN_BAV,
+    'Lagna':   _LAGNA_BAV,
+}
+
+# 各行星BAV固定总数（宇宙常数）
+BAV_TOTALS = {
+    'Sun': 48, 'Moon': 49, 'Mars': 39, 'Mercury': 54,
+    'Jupiter': 56, 'Venus': 52, 'Saturn': 39, 'Lagna': 49
+}
+
+# 7颗行星 BAV 总和 = SAV 337
+EXPECTED_SAV_TOTAL = 337
+
+# Shodhya Pinda 行星权重
+PLANET_WEIGHTS = {
+    'Sun': 5, 'Moon': 5, 'Mars': 8, 'Mercury': 5,
+    'Jupiter': 10, 'Venus': 7, 'Saturn': 5
+}
+
+# 行星列表
+SEVEN_PLANETS = ['Sun', 'Moon', 'Mars', 'Mercury', 'Jupiter', 'Venus', 'Saturn']
+ALL_SOURCES = SEVEN_PLANETS + ['Lagna']
+
+
+def _get_sign_idx(sign_name: str) -> int:
+    """星座名称转索引"""
+    return SIGNS.index(sign_name) if sign_name in SIGNS else 0
+
+
+def calc_ashtakavarga(planets: Dict, asc_sign_idx: int) -> Dict:
+    """
+    计算完整 Ashtakavarga（v2.0 BPHS标准法）
+
+    Args:
+        planets: 行星数据 dict，每颗行星需要 {sign, degree, ...}
+                 sign 是星座名称
+        asc_sign_idx: 上升星座在 SIGNS 中的索引 (0-11)
+
+    Returns:
+        完整的 Ashtakavarga 计算结果，含 BAV、SAV、校验
+    """
+    # 1. 确定每个来源（7行星+Lagna）的星座索引
+    source_sign_idx = {}
+    for pname in SEVEN_PLANETS:
+        if pname in planets:
+            sign = planets[pname].get('sign', '')
+            if sign in SIGNS:
+                source_sign_idx[pname] = SIGNS.index(sign)
+    source_sign_idx['Lagna'] = asc_sign_idx
+
+    # 2. 为每颗行星计算 BAV
+    #    BAV[planet][sign_i] = count of sources that contribute bindhu to sign_i
+    bav_results = {}
+    sav = [0] * 12  # 12星座的SAV（仅统计7行星贡献）
+    lagna_sav = [0] * 12  # Lagna单独的贡献
+
+    for planet in ALL_SOURCES:
+        contribution_rules = BAV_CONTRIBUTION[planet]
+        bav = [0] * 12  # 12星座的 bindhu 数
+
+        for source in ALL_SOURCES:
+            if source not in source_sign_idx:
+                continue
+            # 获取该 source 对该 planet BAV 的有利宫位
+            favorable_houses = contribution_rules.get(source, [])
+            source_idx = source_sign_idx[source]
+
+            # 从 source 所在星座开始，将有利宫位映射到实际星座
+            for house in favorable_houses:
+                target_sign = (source_idx + house - 1) % 12
+                bav[target_sign] += 1
+
+        bav_total = sum(bav)
+        expected = BAV_TOTALS.get(planet, 0)
+
+        bav_results[planet] = {
+            'bindus': bav,
+            'total': bav_total,
+            'expected_total': expected,
+            'valid': bav_total == expected,
+            'deviation': abs(bav_total - expected),
+        }
+
+        # 累加到 SAV（仅7行星）
+        if planet in SEVEN_PLANETS:
+            for i in range(12):
+                sav[i] += bav[i]
+        else:
+            # Lagna 的贡献单独记录
+            for i in range(12):
+                lagna_sav[i] += bav[i]
+
+    # 3. 校验 SAV 总分
+    sav_total = sum(sav)
+
+    # 4. SAV 评估
+    sav_assessment = []
+    for i in range(12):
+        score = sav[i]
+        if score >= 30:
+            level = "极吉"
+        elif score >= 28:
+            level = "吉利"
+        elif score >= 25:
+            level = "中等"
+        else:
+            level = "挑战"
+        sav_assessment.append({
+            'sign': SIGNS[i],
+            'score': score,
+            'level': level,
+        })
+
+    # 5. 含 Lagna 的完整 SAV（386 = 337 + 49）
+    full_sav = [sav[i] + lagna_sav[i] for i in range(12)]
+
+    # 6. Shodhya Pinda 计算
+    shodhya = {}
+    for pname in SEVEN_PLANETS:
+        if pname in source_sign_idx and pname in bav_results:
+            own_sign = source_sign_idx[pname]
+            bindu_at_own = bav_results[pname]['bindus'][own_sign]
+            sign_weight = 4  # 简化：星座权重统一为4
+            rashi_pinda = bindu_at_own * sign_weight
+            graha_pinda = bindu_at_own * PLANET_WEIGHTS.get(pname, 5)
+            shodhya[pname] = {
+                'rashi_pinda': rashi_pinda,
+                'graha_pinda': graha_pinda,
+                'total_pinda': rashi_pinda + graha_pinda,
+                'bindu_at_own_sign': bindu_at_own,
+            }
+
+    # 7. 排名
+    ranked_sav = sorted(enumerate(sav_assessment), key=lambda x: x[1]['score'], reverse=True)
+
+    # 8. BAV 校验报告
+    bav_validation = []
+    all_valid = True
+    for planet in ALL_SOURCES:
+        r = bav_results[planet]
+        status = "✅" if r['valid'] else f"❌ 偏差{r['deviation']}"
+        if not r['valid']:
+            all_valid = False
+        bav_validation.append({
+            'planet': planet,
+            'actual': r['total'],
+            'expected': r['expected_total'],
+            'status': status,
+        })
+
+    return {
+        'method': 'Ashtakavarga八分法（BPHS标准v2.0）',
+        'version': '2.0',
+        'bav': bav_results,
+        'sav': {
+            'scores': {SIGNS[i]: sav[i] for i in range(12)},
+            'full_scores_with_lagna': {SIGNS[i]: full_sav[i] for i in range(12)},
+            'assessment': sav_assessment,
+            'total': sav_total,
+            'expected_total': EXPECTED_SAV_TOTAL,
+            'valid': sav_total == EXPECTED_SAV_TOTAL,
+            'deviation': abs(sav_total - EXPECTED_SAV_TOTAL),
+            'full_total_with_lagna': sum(full_sav),
+        },
+        'bav_validation': bav_validation,
+        'all_bav_valid': all_valid,
+        'shodhya_pinda': shodhya,
+        'strongest_signs': [SIGNS[i] for i, _ in ranked_sav[:3]],
+        'weakest_signs': [SIGNS[i] for i, _ in ranked_sav[-3:]],
+        'house_scores': _map_to_houses(sav_assessment, asc_sign_idx),
+        'house_scores_full': _map_to_houses_values(full_sav, asc_sign_idx),
+    }
+
+
+def _map_to_houses(sav_assessment: List[Dict], asc_sign_idx: int) -> Dict:
+    """将 SAV 分数映射到宫位"""
+    houses = {}
+    for house_num in range(1, 13):
+        sign_idx = (asc_sign_idx + house_num - 1) % 12
+        score = sav_assessment[sign_idx]['score']
+        level = sav_assessment[sign_idx]['level']
+        houses[f"house_{house_num}"] = {
+            'sign': SIGNS[sign_idx],
+            'sav_score': score,
+            'level': level,
+        }
+    return houses
+
+
+def _map_to_houses_values(scores: List[int], asc_sign_idx: int) -> Dict:
+    """将含Lagna的完整SAV映射到宫位"""
+    houses = {}
+    for house_num in range(1, 13):
+        sign_idx = (asc_sign_idx + house_num - 1) % 12
+        houses[f"house_{house_num}"] = {
+            'sign': SIGNS[sign_idx],
+            'sav_score': scores[sign_idx],
+        }
+    return houses