Climate Dashboard

climate-dashboard

Interactive Climate Entropy Dashboard – visualizes the GenesisAeon stack in real-time: duality waves, UTAC thresholds, cosmic moments, mandala resonance and sonified output.

[](https://github.com/GenesisAeon/climate-dashboard/actions/workflows/ci.yml) [](https://www.python.org) [](LICENSE-CODE) [](LICENSE-DOCS) [](https://pypi.org/project/climate-dashboard/)

GenesisAeon Package P82 (formerly informally "P-CLIMATE-UI")

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Install

bash pip install climate-dashboard # or with full GenesisAeon stack bindings pip install "climate-dashboard[stack]"

Usage

```bash # Launch interactive Dash dashboard (default port 8050) cdash run

Custom port cdash run --port 8080

CLI summary of entropy data cdash aggregate

Custom time steps cdash aggregate --steps 200 ```

What you get

cdash run opens an interactive Plotly/Dash dashboard at http://127.0.0.1:8050 displaying:

• Duality wave – entropy-governance placeholder (φ-modulated sine)
• Modulated signal – medium-modulation output (duality × 0.618)
• UTAC threshold – utac-core logarithmic boundary curve

Project structure

climate-dashboard/ ├── pyproject.toml ├── README.md ├── domains.yaml ├── src/ │ └── climate_dashboard/ │ ├── __init__.py │ ├── core.py # Data aggregator │ ├── app.py # Dash/Plotly web app │ ├── cli.py # Typer CLI (cdash) │ └── entropy_table_bridge.py # entropy-table integration ├── tests/ │ ├── test_core.py │ └── test_cli.py └── mkdocs.yml

Stack integration

The optional [stack] extras declare version pins for the packages below, but none of them are currently invoked by this dashboard's own code — duality/modulated/utac_threshold in aggregate_entropy_data() are self-contained formulas approximated inline (only labeled with comments like "from entropy-governance"), not real calls into those packages. The one exception, entropy-table, has real bridge code (cdash export, entropy_table_bridge.py) but it currently raises a clear error on any entropy-table>=2.0 install, since that release removed the EntropyTable class this bridge was written against.

| Package | Declared role | Actually wired up? | |---|---|---| | entropy-governance | Duality wave source | No — inline approximation only | | medium-modulation | Signal modulation | No — inline approximation only | | utac-core | UTAC threshold curves | No — inline approximation only | | mandala-visualizer | Mandala resonance plots | No | | sonification | Audio export layer | No | | entropy-table | Domain metric registry | Partially — cdash export calls it, but errors against the currently-published entropy-table>=2.0 API (needs an update

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