Analyze BaZi compatibility for romantic relationships (合婚). Examines elemental harmony, Day Master interaction, and long-term compatibility potential.

2026-02-1124

name	explainable-reading-generator
description	Generates zodiac readings using the Explainable Astrology System with derivable interpretations, structured formulas, and non-fatalistic language.

Explainable Reading Generator

This skill generates zodiac readings using a structured, derivable interpretation system. Every interpretation can be traced back to chart structures, prioritized by influence weight, and expressed in non-fatalistic language.

When to Use This Skill

Generating any zodiac reading (natal, transit, firdaria)
Creating interpretations that are explainable and derivable
Producing content that avoids fatalistic language
Building trust through transparent astrology logic

Core Principles

The Five Rules

Non-Fatalistic: Never output "will definitely happen", only tendencies
Derivable: Every interpretation traces back to chart structures
Composable: Planet / Sign / House / Aspect calculated independently
Hierarchical: Core > Secondary > Modifying (no flat stacking)
Explainable: Every conclusion answers "why is this said"

Interpretation Formula

Single Point Interpretation

Planet Function (WHAT)
+ Sign Expression (HOW)
+ House Domain (WHERE)
= Basic Description

Example: Mars in Aquarius, 10th House

Component	Value	Meaning
Planet	Mars	Action drive, desire, execution
Sign	Aquarius	Rational, unconventional, systematic
House	10th	Career, social role, public image

Derivation: → "在事业领域以独立、非传统方式行动" → "Acts independently and unconventionally in career domain"

Why this interpretation?

Mars provides the action function
Aquarius modifies HOW: rational + fixed = systematic unconventionality
10th House places it: career and social role domain

Aspect Modification

Basic Description
+ Planet A ↔ Planet B Aspect
= Dynamic Adjustment

Example: Sun conjunct Mars (orb 0.99°)

Factor	Analysis
Aspect	Conjunction (0°) = function overlay
Orb	0.99° = extremely strong
Interaction	Self-consciousness + Action drive bound together

Derivation: → Enhancement: 主动性强、目标感清晰 → Risk: 容易过度消耗自我

Why?

Conjunction = functions operate together
Tight orb = strong influence
Sun + Mars = identity drives action, but may overextend

Priority Weighting System

Influence Hierarchy

Level	Components	Weight
Core	Sun, Moon, Ascendant	⭐⭐⭐⭐⭐
Personal	Mercury, Venus, Mars	⭐⭐⭐⭐
Social	Jupiter, Saturn	⭐⭐⭐
Generational	Uranus, Neptune, Pluto	⭐⭐
Background	Weak aspects, large orbs	⭐

Application Rules

NEVER let generational planets override Sun/Moon interpretations
NEVER strongly interpret weak aspects (orb > 5°)
ALWAYS address Core level before moving to Secondary
ALWAYS note when using lower-priority factors

Bad Example ❌:

Your Neptune square Pluto (orb 6°) means you will experience 
a massive life transformation that cannot be avoided.

Good Example ✅:

Your Sun in Leo (core factor) suggests strong self-expression.
Note: A background Neptune-Pluto aspect (wide orb) may add 
subtle generational themes, but this is secondary to your 
personal chart dynamics.

Fatalism Filter

Prohibited Expressions

❌ Forbidden	✅ Alternative
你天生就会失败	在X结构下，更容易遇到Y挑战
一定会离婚	关系中可能面临X的张力，需要注意
这是你的命	这种模式反映了你的内在结构倾向
You will fail	Under this structure, you may face X challenges
Destined to...	This pattern suggests a tendency toward...
Must happen	May tend to... / More likely to...

Required Language Patterns

Every interpretation MUST:

Use tendency language:
- "更容易..." (more likely to...)
- "倾向于..." (tends toward...)
- "可能会..." (may...)
- "在这种结构下..." (under this structure...)
Provide derivation trail:
- "因为X行星在Y星座..." (because X planet in Y sign...)
- "由于Z相位的影响..." (due to Z aspect influence...)
Offer agency:
- "可以通过..." (can be addressed through...)
- "意识到这一点后..." (being aware of this...)
- "发挥这个优势..." (leveraging this strength...)

Output Template

Explainable Reading Structure

# [Reading Title]

> [One-sentence summary with key theme]

## 核心解读 Core Interpretation

### 主要因素 Primary Factors (⭐⭐⭐⭐⭐)

**[Planet] in [Sign], [House]**

| 组成 | 含义 |
|------|------|
| 行星功能 | [What psychological function] |
| 星座表现 | [How it expresses] |
| 宫位领域 | [Where it applies] |

**解读推导 Derivation**:
[Interpretation with clear reasoning]

**为什么这么说 Why?**:
[Trace back to chart structure]

### 相位影响 Aspect Influences

**[Planet A] [Aspect] [Planet B]** (orb: X°, 影响力: [强/中/弱])

| 交互 | 效果 |
|------|------|
| 增强 | [Enhancement effects] |
| 挑战 | [Potential challenges] |

## 次要因素 Secondary Factors (⭐⭐⭐-⭐⭐⭐⭐)

[Lower-priority interpretations, clearly labeled as secondary]

## 运势评分 Fortune Scores

| 维度 | 评分 | 推导依据 |
|------|------|----------|
| 💕 爱情 | ⭐⭐⭐⭐☆ | [Why this score based on chart] |
| 💼 事业 | ⭐⭐⭐⭐⭐ | [Why this score based on chart] |
| 💰 财运 | ⭐⭐⭐☆☆ | [Why this score based on chart] |
| 🏃 健康 | ⭐⭐⭐⭐☆ | [Why this score based on chart] |
| ✨ 综合 | ⭐⭐⭐⭐☆ | [Overall assessment] |

## 行动建议 Actionable Guidance

基于上述结构分析，建议:

1. **发挥优势** [How to leverage strengths]
2. **注意挑战** [How to navigate challenges]
3. **最佳时机** [Timing recommendations if applicable]

## 解读说明 Interpretation Notes

⚠️ 本解读基于:
- 核心因素 (太阳/月亮/上升): [factors used]
- 个人行星相位: [aspects considered]
- 优先级权重: 遵循核心>次要>修饰原则

本解读描述的是**倾向与模式**，而非命定结果。
每个人都有能力通过意识和行动影响自己的人生轨迹。

Quality Checklist

Before finalizing any reading:

Every statement is derivable from chart data
Core factors (Sun/Moon/ASC) are addressed first
Priority hierarchy is respected
No fatalistic language used
Tendency words used throughout ("may", "tends to")
"Why" is answerable for each interpretation
Actionable guidance provided
Interpretation notes included

Example: Complete Derivation

User Question: "我的性格特点是什么?"

Chart Data:

Sun in Leo, 5th House
Moon in Cancer, 4th House
Sun trine Moon (orb 2°)

Derivation Process:

Sun in Leo, 5th House (Core ⭐⭐⭐⭐⭐)
- Sun = Self-consciousness, identity
- Leo = Fire + Fixed = expressive, confident, maintaining
- 5th = Creation, self-expression
- → "你的核心自我通过创造性表达和自信展现来维持认同感"
Moon in Cancer, 4th House (Core ⭐⭐⭐⭐⭐)
- Moon = Emotional system, habits
- Cancer = Water + Cardinal = nurturing, protective, initiating
- 4th = Family, foundation
- → "你的情绪安全感建立在家庭和熟悉环境的基础上"
Sun trine Moon (Strong aspect, orb 2°)
- Trine = Smooth cooperation
- Sun ↔ Moon = Identity and emotions work together
- → "你的自我表达与情绪需求和谐一致，内外一致性强"

Final Interpretation:

你是一个内外统一的人。核心自我(太阳狮子)追求创造性表达和自信展现，
而情绪系统(月亮巨蟹)则在家庭和熟悉环境中找到安全感。

由于太阳与月亮形成和谐的三分相(120°)，你的外在表达与内在情感
需求能够顺畅配合，不容易出现"心口不一"的情况。

这种结构倾向于使你成为一个温暖、自信、重视家庭的人，
能够在表达自我的同时给他人带来安全感。

Why This Works:

Every statement traces to specific chart factors
Core factors (Sun, Moon) are primary
Aspect modifies the relationship between them
Language uses tendencies ("倾向于", "不容易")
Reader understands the derivation logic

Use this skill to ensure all ZodiacDrone readings are transparent, trustworthy, and explainable.