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

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

Interactive multi-agent field dynamics simulation with spectral forces

Conservation-aware generative art from spectral graph theory

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

Spectral conservation analysis of financial market regimes

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

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

REST API for conservation spectral analysis

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

C bindings for OpenConstruct — header file, examples, and test harness for the C ABI

Conservation Spectral SDK — OpenCL implementation for portable GPU-accelerated spectral graph analysis

PLATO Sonar Text — text perception and sonar-based content analysis for PLATO rooms

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.

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