explainable-reading-generator

To generate explainable zodiac readings, provide a chart with planetary placements and aspects. The system applies a derivation-based priority system to produce interpretations with clear reasoning trails that trace back to chart structures.

Yes, natal chart data, transit readings, and firdaria calculations are supported. The system processes chart data by separating planets, signs, houses, and aspects into structured formulas to produce derivable interpretations for each reading type.

A non-fatalistic language filter is a mechanism that conveys reasoning steps while avoiding deterministic predictions. It ensures zodiac readings remain explainable and structured, labeling core and secondary factors without asserting unavoidable outcomes.

Derivable interpretations trace zodiac reading results back to chart structures by applying a derivation-based priority system. This mechanism separates planets, signs, houses, and aspects into structured formulas, ensuring every interpretation has a clear reasoning trail.

The reading generator processes chart data containing planetary placements and aspects. It uses these inputs to apply structured formulas and a derivation-based priority system, producing explainable readings with clearly labeled core and secondary factors.

Structured formulas for natal and transit readings rely strictly on provided chart data and a derivation-based priority system. Readings are constrained to explainable, non-fatalistic language, meaning they will not produce deterministic predictions or interpret factors outside the supplied chart.