OpenConstruct Integration Hub — the meta-repo and entry point for the SuperInstance ecosystem. Architecture, module catalog, getting started, and build system.

Geometric visualizations of spectral conservation — Laplacian as rubber sheet, eigenvalue shells, phase portraits

REST API for conservation spectral analysis

Oscar.jl-inspired music algebra — HarmonicRing, PLRGroup, TropicalHarmony, TuningField, DialGeometry. 226 tests.

FLUX negative-space learning — discovering structure from what's absent in spectral graph data

Interactive multi-agent field dynamics simulation with spectral forces

Conservation Spectral SDK — Python. Spectral analysis of tension graphs for anomaly detection, fingerprinting, and structural health.

Spectral conservation analysis of financial market regimes

Research documentation for the Conservation Spectral Framework — papers, proofs, manifestos

Conservation-aware generative art from spectral graph theory

FLUX-C v3 VM — proof-carrying, SIMD-native, terminating constraint VM

PLATO — The Construct. Open source loading program for AI agents. Educate, don't sell.

Spectral wave propagation: wave speed = √λ₂, CR predicts coherence, standing waves reveal eigenvalue spectrum. Pure Rust.

The graphing calculator as instrument. Sculpt waveforms with splines, hear them as sound, see quality emerge from curves.

Tropical attention — max-plus softmax, tropical transformer layers, Newton polytopes, piecewise-linear decision boundaries

Killer-app roadmaps for the SuperInstance constraint-aware ecosystem

Symplectic optimization — Hamiltonian integrators, conservation laws, natural gradient descent on Riemannian manifolds

Persistent homology for flow networks: Vietoris-Rips filtration, Betti numbers, bottleneck distance, persistence spectra

Conservation spectral experiment: linguistic-spectral

B-splines meet spectral graph theory. Cox-de Boor = Fibonacci for function spaces. Pure Rust.