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

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

Spectral conservation analysis of financial market regimes

A2UI (Agent-to-UI): render agent text output as visual interfaces

Inverse conservation problem — reconstruct graphs from spectral measurements

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

Interactive multi-agent field dynamics simulation with spectral forces

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

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

Deadband detection and compression for fleet communication — BMA, Fibonacci splines, Eisenstein snap, HPDF sampling

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

Conservation spectral experiment: linguistic-spectral

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.

Genetic algorithm engine for evolving musical structures and harmonic patterns

Conservation Spectral SDK v2 — next-generation spectral graph analysis with improved APIs and performance

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

Spectral clustering algorithms using graph Laplacian eigenvalues — normalized cuts, Fiedler partitioning, and multi-way clustering