weizew/mingli-skills
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AI Fate Engineering — An engineering skill system for the five major fate systems (Zi Wei Dou Shu, Ba Zi, Liu Yao, Yin Divination, Qimen Dunjia), specifically designed for Claude Code / LLM Agent
Overview
An engineered Numerology Analysis Skill system designed specifically for Claude Code / LLM Agent. Includes +, a total of 114 files, approximately 1.4MB methodology + layout engine. Each system is broken down into multiple phases, and after each phase is completed, mechanical verification is performed (not checking content correctness, only checking field integrity): Each system has an independent evaluator who, after analysis, independently derives from the original data to identify contradictions and omissions in interpretation. This is not self-evaluation, but adversarial verification (similar to a GAN-like discriminator). - 12th palace × 4 transformations = 48 paths of transformation - cyclic avoid detection (A should not enter B, B should not enter A) - High-risk line labeling (avoid the conduction chain of opposing palaces) - closed-loop analysis (avoid exiting and returning to the self) 1. 2. (Ziwei Limit × Bazi Luck Pillar × Seal Fortune Pillar Dasha) 3. (Strong Consistency / Middle Agreement / Weak Alignment / Contradiction) 4. (Contradictory Signal Harmonic Analysis) 5. (matplotlib, 4-line overlay) - ✅ :> = 3 dimensions pointing in the same direction - ⚠️ :2 dimensions pointing to the same or 1 dimension providing strength evidence - ❌ :Dimensions pointing in opposite directions, requiring harmonic analysis - Use extreme statements ("Guaranteed to be wealthy," "A miserable life") - Jump analysis (phase numbers are discontinuous) - Solitary evidence (single signal as deterministic judgment) - Ominous signs are not translated (must be translated into risks and issues, not fatalism) - Ambiguous sources are not indicated ("maybe," "might" must be accompanied by confidence level) The orchestrator.md of each system is the optimal entry point, defining the complete analysis flow, stage scheduling, and quality standards.
Overview (machine translated)
Enable large language models to accurately understand and apply the traditional Chinese fortune-telling system, rather than relying on hallucinations for “fortune-telling.”
What is this?
An engineered fate analysis skill system designed specifically for Claude Code / LLM Agent. Includes 5 major fate systems + cross-system cross-validation framework, 114 files, approximately 1.4MB methodology + layout engine.
Core concept: **LLM performs inference and interpretation, deterministic calculations are left to scripts, and every conclusion is traceable and verifiable. **
System Overview
| System | Number of Documents | Number of Stages | Independent Assessor | Description |
|---|---|---|---|---|
| Ziwei Doushu | 13 | 7 Phase | 9 Inspection Items | Panoramic Overview of Feixing’s Four Modernizations + Annual Deduction of the Great Limit |
| Bazi | 27 | 8 Phase + 12 Steps Luck Cycle | 7 Examinations | Four-Dimensional Cross-Verification (Prosperity/Weakness/Pattern/Condition/Medicine) |
| Six lines | 12 | 8 Phase | 6 Tests | The full chain of useful god - prosperity and decline - generating and overcoming - auspicious and inauspicious - response period |
| Indjang/Veda | 14 | 12 Phase | 6 checks | Parashari + KP + Jaimini multi-school |
| Shared Modules | 5 | — | — | Multi-faction engine + marriage SOP + quality scripts |
Architecture
Core Design Principles
1. Multi-stage SOP + Gate Check
Each system is broken down into multiple phases, and after each phase is completed, mechanical verification is performed (not checking content correctness, only checking field integrity):
The reasoning strength is divided into three levels to prevent LLMs from overreasoning on simple steps or slacking off on complex ones.
2. Independent evaluator
Each system has an independent evaluator who, after analysis, independently derives from the original data to identify contradictions and omissions in interpretation. This is not self-evaluation, but adversarial verification (similar to a GAN-like discriminator).
3. Panoramic view of the Four Transformations of Flying Star (exclusive to Ziwei)
It’s not just about which palace the four transformations of the birth year fall into, but also tracking the flight transformation paths of all 12 palaces:
- 12 houses × 4 transformations = 48 paths for transformation
- Cyclic Detection (A does not enter B, B does not enter A)
- High-risk line marking (avoid the transmission chain of opposite palaces)
- Closed-loop analysis (avoid using a rush to return to yourself)
4. Four-Dimensional Cross-Verification (Exclusive Eight Characters)
Bazi analysis does not rely on a single methodology to draw conclusions, but rather intersects after independent judgment across four dimensions:
| Dimension | Method | Answer what |
|---|---|---|
| Waxing and waning method | Day master in the monthly branch’s generation and control | Energy thickness |
| Pattern Method | Monthly Qi Penetrates the Stem | Social Positioning |
| Conditioning Method | Winter Cold and Summer Heat Balance | Comfort |
This page was translated automatically. Technical details may differ from the original.
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Install
npx skillfish add weizew/mingli-skills