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

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

Interactive multi-agent field dynamics simulation with spectral forces

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

Inverse conservation problem — reconstruct graphs from spectral measurements

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

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

Conservation-aware generative art from spectral graph theory

Conservation Spectral SDK in Common Lisp — symbolic computation and theorem proving

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

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

Spectral conservation analysis of financial market regimes

Hyperbolic geometry embeddings using Poincaré ball and Lorentz models

Spectral conservation analysis of social networks — bot detection, echo chambers, influence

TypeScript SDK for OpenConstruct — agent onboarding for the SuperInstance ecosystem

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.

Spectral graph theory v2 — Fibonacci growth, adaptive thresholds, negative space learning. Pure Rust, zero deps.

Conservation-based flight anomaly detection for PX4 — predicts failures before they're visible in raw data