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KAIROS Methodology

Tuesday, August 4, 2026

See how KAIROS separates calendar inputs, traditional symbolism, editorial synthesis, practical action prompts, and explicit limitations.

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Direct answer

KAIROS calculates supported calendar and astronomical inputs, labels estimates and traditional correspondences separately, and then applies a disclosed symbolic editorial model. The Huangli Day Officer establishes the base action tone; other layers qualify tempo, response style, and risk boundaries.

Separate calculation, estimation, convention, and interpretation

Astronomical positions are calculated from supported ephemeris data, while Huangli date fields are calculated from the disclosed calendar library. These outputs include values such as lunar phase, illumination, tropical longitude, Moon sign, solar season, major aspect geometry, and the Huangli Day Officer.

Estimated layers are deterministic approximations rather than exhaustive calculations. The current void-of-course layer, for example, uses a 30-minute scan of selected major aspects before the Moon changes sign. Traditional weekday rulers and the canonical-noon civil double-hour are symbolic conventions. Behavioral meanings are symbolic interpretations written by KAIROS; they are not measured causal effects or predicted events.

  • Calculated: direct supported library result.
  • Estimated: disclosed deterministic approximation.
  • Symbolic: traditional correspondence.
  • Editorial: practical interpretation and synthesis.

Use a Huangli-led base tone without pretending every layer votes equally

The Huangli Day Officer establishes the base action tone. Lunar phase, Moon sign, major lunar aspects, and planetary-day symbolism qualify the tempo, response style, and risk boundaries. Solar season remains background context, while immediate-hour layers may adjust the size of a short move without replacing the day-level reading.

This is an editorial weighting model, not a probability model. KAIROS does not claim that adding more symbolic systems creates statistical confidence. When layers overlap, the synthesis describes the overlap rather than counting the same system twice as independent evidence. When layers conflict, the output favors a smaller, reversible, and evidence-seeking action.

  • Day Officer: base action category.
  • Moon phase: cycle stage and pacing.
  • Moon sign and aspects: symbolic response style and tension.
  • Planetary day: traditional emphasis.
  • Solar season: background atmosphere.

Keep the canonical daily date consistent

Public daily readings use America/New_York as the canonical timezone and calculate the named date at local noon. The Today API, calendar, dated archive, and social-card content must therefore agree on the same Day Officer, Moon phase, Moon sign, planetary day, canonical signal, and editorial theme for the same displayed date.

The canonical-noon Eastern double-hour is a fixed reference calculation point, not the viewer’s live local hour. Quick Moment uses the submitted moment and may include a genuinely current local double-hour. Exact planetary hours require explicit location permission and usable sunrise and sunset data.

  • One displayed date, one canonical reading.
  • Reference hour is not a live hour.
  • Quick Moment uses the submitted moment.
  • Exact planetary hour requires consent.

Build practical guidance from named systems

The synthesis looks for action, preparation, observation, communication, completion, and recovery patterns. Each scenario selects only the systems relevant to that domain. Relationship guidance prioritizes Moon sign and lunar aspects; work guidance prioritizes the Day Officer and planetary day; money guidance emphasizes terms, reversibility, and relevant Huangli categories.

A system interpretation must state what was calculated or traditionally assigned before giving symbolic meaning. The final recommendation should name one observable action and one caution. It must not reveal private intentions, promise results, or use a symbolic label to override consent, law, safety, professional advice, or direct evidence.

  • Name the input before the meaning.
  • Use only relevant systems.
  • Give one observable move.
  • Keep evidence and consent primary.

Maintain, test, and correct the model

Automated tests compare daily APIs, calendar output, and dated readings for the same canonical date. They also check raw-data immutability, translation structure, precision labels, overlap-aware synthesis, privacy-safe sharing, and scenario grammar. A passing test suite verifies internal consistency; it does not establish scientific prediction or metaphysical causation.

Readers can report factual, calculation, cultural, accessibility, or editorial concerns through the contact page. Corrections are evaluated against source data, code paths, and disclosed rules rather than defended through symbolic reinterpretation. Methods and descriptions are updated when inputs, algorithms, or editorial boundaries change.

  • Test same-date parity.
  • Preserve raw source values.
  • Label estimates honestly.
  • Publish corrections and modification dates.
Example

A forming day with mixed support

An Establish Day may support groundwork, while a waning Moon asks the reader to integrate feedback and a hard lunar aspect adds temporary symbolic friction. The synthesis can recommend a defined first step without treating interest or visibility as a confirmed agreement.

Limits

What this page cannot tell you

  • The methodology is a symbolic editorial framework. It does not establish scientific prediction, causation, luck, compatibility, or another person’s intentions.
  • Calculated astronomical and calendar positions can be checked for internal accuracy; the behavioral meanings assigned to them remain interpretations.
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