explainable-reading-generator

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

1. Non-Fatalistic: Never output "will definitely happen", only tendencies
2. Derivable: Every interpretation traces back to chart structures
3. Composable: Planet / Sign / House / Aspect calculated independently
4. Hierarchical: Core > Secondary > Modifying (no flat stacking)
5. 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

1. NEVER let generational planets override Sun/Moon interpretations
2. NEVER strongly interpret weak aspects (orb > 5°)
3. ALWAYS address Core level before moving to Secondary
4. 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:

1. 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...)

2. 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...)

3. 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:

1. 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"

2. 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"

3. 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

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