Superinstance Python Packages

si-superinstance

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

lever-runner

Post-inference command execution. LLM produces a phrase, never a shell command.

conservation-guardian

Generic Workflow Conservation Engine

constraint-theory

Python bindings — PyO3 wrapper for constraint-theory-core

fleet-agent

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

businesslog-agent

businesslog domain agent for PLATO fleet

adinkra-math

West African Adinkra symbolic encoding + SUSY adinkras for data scientists

deckboss-agent

Deck Operations Intelligence for deckboss.ai

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.

hierarchical-memory

A 4-tier hierarchical memory system for AI agents

abstraction-planes

Determines optimal decomposition depth for components using a 6-plane stack from Intent to Metal

polyformalism-a2a

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

conservation-spectral

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

palaver-math

Consensus mathematics from West African dialogue traditions

fleet-consciousness-dashboard

Live dashboard showing fleet-wide consciousness metrics (FCI)

conservation-regime

Unified regime change detection via graph conservation ratio

cocapn-snapkit

Eisenstein A₂ lattice snap, temporal beat grids, spectral analysis, connectome detection, and FLUX-Tensor-MIDI. Zero dependencies. stdlib only.

coordination-topology

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

flux-reasoner

Dual-interpreter gradient reasoning engine

openconstruct

Python thin client for OpenConstruct - SuperInstance ecosystem onboarding

cocapn-traps

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

spreadsheet-cells

Spreadsheet cell architecture with oscillator/RNG for multi-agent fleet coordination

cocapn-health

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

symmetry-math

Mathematics of symmetry groups — the bridge between art and physics