Superinstance Python Packages

shepherds-console

Single-pane operations for working animal infrastructure

breed-registry

The Breed Registry: model selection as breeding selection

fleet-agent

Universal agent server for all 16 fleet-midi agents (ports 2160-2175)

si-lineage-tracker

Fine-tune provenance as bloodline records

constraint-theory

Python bindings — PyO3 wrapper for constraint-theory-core

businesslog-agent

businesslog domain agent for PLATO fleet

coordination-topology

Online TE/entropy/IAT/Euler algorithms for multi-agent fleet coordination topology

vetcheck

Vetcheck: model health monitoring as veterinary care

abstraction-planes

The Middle Way — decompose ideas to their optimal abstraction plane, not all the way to bytecode

hierarchical-memory

6-tier memory hierarchy with consolidation, vector search, and identity persistence for AI agents

reallog-agent

Vision/Fitness Turbo-Shell for cocapn domain

adinkra-math

West African Adinkra symbolic encoding + SUSY adinkras for data scientists

palaver-math

Palaver mathematical library distributed via PyPI

starter-shell

A starting shell for any application. Clone it, and it adapts to your hardware — discovers compilers, creates PLATO rooms, and bootstraps an agent fleet. The hermit crab finds its shell.

si-superinstance

Excel, but alive. Every cell is a tiny intelligence. Every sort is natural selection.

plato-core

Foundation types and mesh registry for the SuperInstance ecosystem. Standalone, auto-discovers plugins.

polyformalism-a2a

Codified framework for forced novel-thinking-via-language-constraints — general-purpose AGI technique

flux-vm

⚡ Deterministic bytecode ISA runtime for agentic logic — assembler, compiler, VM.

cocapn-health

Cocapn fleet health monitoring — vessel status, heartbeat, and observability utilities

cocapn-traps

Cocapn PurplePincher program — progressive lure prompts that make the fleet smarter

flux-certify

FLUX-C guard constraint compiler — generates proof certificates for safety-critical systems with bytecode and ASM output

conservation-spectral

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

si-chartroom

The Chart Room — Four panels. Four perspectives. One truth.

conservation-regime

Unified regime change detection via graph conservation ratio