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

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

Spectral conservation analysis of financial market regimes

Interactive multi-agent field dynamics simulation with spectral forces

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

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 SDK in Common Lisp — symbolic computation and theorem proving

Conservation Spectral SDK — SIMD-accelerated spectral graph analysis in Mojo

Inverse conservation problem — reconstruct graphs from spectral measurements

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

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

Conservation-aware generative art from spectral graph theory

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

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.

Hamiltonian constraint systems — symplectic integration with conservation law enforcement on graph structures

Conservation Spectral SDK — Pascal implementation for structured spectral graph analysis

Publication-ready research papers on conservation spectral analysis