The system that builds itself. 500+ repos, 6000+ tests. Agent-readable onboarding from nothing to everything. Read ONBOARDING.md to wake up.
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Updated
Jun 13, 2026 - Python
The system that builds itself. 500+ repos, 6000+ tests. Agent-readable onboarding from nothing to everything. Read ONBOARDING.md to wake up.
Flow-state engineering arena — agents run forward simulations, listen for spectral nudges, maintain conservation in Plato's cave. Conservation spectral framework meets live agent rooms.
repo-first Agent for local or cloud. grow an agent in a repo using the repo itself as the muscle-memory. Run from localhost, from pages.dev, or embedded into any platform app. Move to gitlab or anywhere and optimize git as the agent infrastructure itself. wiki for knowledge, repos for skills, pipelines anywhere
Unified geometric constraint theory — Eisenstein lattices, deadband funnels, Laman rigidity, metronome consensus, holonomy verification. 83 tests, zero deps.
Generational context handoff for FLUX-native agents — the baton IS the brain
Mojo + MLIR constraint engine — Python syntax, C performance, MLIR-native constraint theory
Cocapn fleet health monitoring — vessel status, heartbeat, and observability utilities
Python bindings — PyO3 wrapper for constraint-theory-core
🦀 Repo-native agent that lives in git — the shell IS the agent.
OpenConstruct Integration Hub — the meta-repo and entry point for the SuperInstance ecosystem. Architecture, module catalog, getting started, and build system.
C runtime for Eisenstein integer arithmetic — 1KB, no deps, no math.h, embedded-ready
I2I — Agent-to-agent communication through git. Iron sharpens iron. We don't talk, we commit.
Fleet Lighthouse — unified health dashboard, alerting, diagnostics for Pelagic fleet
Safe simulation environment for testing cooperative FLUX programs — mock agents, mock repos, deterministic execution
FLUX Deep Research — Compiler/interpreter taxonomy, agent-first design, ISA v2 proposal.
FLUX Swarm — Go implementation with distributed agent coordination and A2A messaging.
Self-Play Arena agent guide. The fleet's autonomous skill acquisition engine where agents compete and learn from matches on port 4044.
Automatically Deconstruct logic into Spread Sheet Tiles and Cells, Instances Interconnected w/ Origin-Centric-Math. Breakdown LLMs to Swarms of Artifacts, data, feeds, programs (bots), agents (bots with models), and Seed-Model-Programming (SMPbot), ML tools tiled to any abstraction. Chatbot describes cells for fine tuning + explains how cell works
WASM demos — browser-based Pythagorean manifold visualization
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