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Research boundaries

What this archive contains.

Skywatch Lab publishes method notes, experiments, and failure modes. It does not publish customer records, saved scans, private reports, provider responses, or birth data.
The research is about timing structure and interpretability. It does not claim to predict outcomes.
Kairos remains the user-facing product. Lab notes explain how the thinking is being made more reviewable before it becomes product language.

Article sequence

Problem, architecture, method, restraint, complexity.

Note 1

Why Astrology Software Needs Timing Windows, Not Flat Aspect Lists

A note on why Kairos treats astrology as periods of emphasis, pressure, and support instead of a simple list of isolated transits.

Note 2

Building the First Kairos Timing Window Scaffold

The first public note on separating aspect primitives, symbolic tags, scoring, and timing-window candidates before any prose layer is added.

Note 3

From Aspects to Scores: Making Symbolic Timing Explainable

A method note on turning astrological events into scores that can be inspected, questioned, and improved.

Note 4

Why Prose Generation Comes Last in AI Astrology

A note on why Skywatch Lab holds generated language behind deterministic structure, explicit boundaries, and reviewable timing logic.

Note 5

The Problem of Mixed Signals: Supportive and Frictional Transits on the Same Day

A research note on why timing systems need to preserve mixed conditions instead of flattening them into a single mood.

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