scpn-phase-orchestrator 0.1.0

Domain-agnostic coherence control compiler built on SCPN's Kuramoto/UPDE framework

SCPN Phase Orchestrator

Domain-agnostic coherence control compiler built on Kuramoto/UPDE phase dynamics.

What It Does

Treats Kuramoto phase dynamics as a universal synchrony state-space. Any hierarchical coupled-cycle system — plasma, cloud infrastructure, traffic, power grids, factories, biology — maps onto the same engine.

Core Pipeline

Domain Binder → Oscillator Extractors (P/I/S) → UPDE Engine → Supervisor → Actuation Mapper

3-Channel Oscillator Model

Channel	Source	Phase Extraction
Physical (P)	Continuous waveforms	Hilbert transform, zero-crossing
Informational (I)	Event/decision streams	Event-phase from message timing
Symbolic (S)	Discrete state sequences	Ring-phase θ=2πs/N, graph-walk

4 Universal Control Knobs

Knob	Meaning
K	Coupling strength (Knm matrix)
α	Phase lag (transport/actuator delays)
ζ	Driver strength (external forcing)
Ψ	Reference phase (control target)

Dual Objective

• R_good: Coherence to maintain (actuator ↔ target phase-lock)
• R_bad: Coherence to suppress (harmful mode-locking)

Quickstart

pip install -e ".[dev]"

# Validate a domain binding spec
spo validate domainpacks/minimal_domain/binding_spec.yaml

# Run a domain simulation
spo run domainpacks/queuewaves/binding_spec.yaml --steps 1000

# Replay from audit log
spo replay audit.jsonl --output report.json

Domainpacks

Pack	Domain	Purpose
minimal_domain	Synthetic	4-oscillator test harness
queuewaves	Cloud/queues	Retry storm desynchronisation
geometry_walk	Graph systems	Random-walk phase coupling
bio_stub	Biology	SCPN-compatible oscillator template

Development

pip install -e ".[dev]"
ruff check src/ tests/
ruff format --check src/ tests/
pytest tests/ -v --tb=short
mkdocs build

License

AGPL-3.0-or-later. Commercial licensing available — contact [e-mail].

Citation

See CITATION.cff.

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© 1998–2026 Miroslav Šotek. All rights reserved. Contact: www.anulum.li | [e-mail]