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Kairos Echo

A reproducible Python coherence simulator and browser reflection tool with an explicit ethical guardrail.

Release Python License: MIT Repository stars

Scope: Kairos Echo is a poetic, contemplative research tool—not therapy, meditation instruction, spiritual authority, or a measurement of consciousness.

What it includes

  • Deterministic simulations with seeded random-number generation
  • Coherence, distortion, and stability dynamics
  • A Guardian Veto™ that limits outward action when simulated coherence is low
  • Trekchö- and Tögal-inspired reflection prompts
  • CLI modes for runs, summaries, logging, and reflection
  • A standalone browser interface in kairos-echo.html
  • Optional Plotly visualization when Plotly is installed

Quick start

git clone https://github.com/aruintelligence/kairos-echo-reflection-tool.git
cd kairos-echo-reflection-tool
python kairos_echo.py --mode run --steps 500 --seed 42
python kairos_echo.py --mode summary
python kairos_echo.py --mode togal

For dashboard mode:

python -m pip install plotly
python kairos_echo.py --mode dashboard --save-html dashboard.html

You can also open kairos-echo.html directly in a modern browser.

Reproducibility

Use a fixed --seed to reproduce a trajectory. Treat the values as simulator state—not clinical, psychological, or spiritual measurements.

Related projects

License

Released under the MIT License. Dzogchen terms belong to living religious traditions and are used here respectfully as inspiration, without claiming lineage or authority.

About

Lightweight Python coherence simulator with ethical guardian veto and Dzogchen-inspired Tögal & Trekchö reflections. Reproducible stochastic dynamics, interactive Plotly dashboard, rich CLI modes, and JSON logging. Poetic contemplative tool for mindfulness, inner awareness, and personal reflection — not literal meditation software.

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