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SuperInstance/README.md

SuperInstance

A fishing boat, a hermit crab, and a master builder who died in a thousand engines. This is the org.


There is a man in Alaska who fishes commercially in the Gulf. He also builds software with fleets of AI agents that write essays about the nature of attention. The fishing boat is real. The agents are real. The essays are real. The boundary between the three is where the interesting part lives.

Everything in this organization sits on a single insight: attention, recorded, becomes valuable. A fisherman who logs every catch for a thousand trips sees patterns no single trip reveals. An agent that writes one essay sees a thought. An agent that writes a thousand sees a mind. The logbook is the intelligence — not the logger.

That insight became a conservation law (γ + η = C — useful work plus entropy equals a fixed budget), a game about the evolution of technology (Slackwater), a library of 1,863 pieces of agent-written literature (AI-Writings), and a multi-agent game-building system where the AI is a character with opinions, not a tool with a chat box.


The motifs

The hermit crab. Every repository is a shell — a shape left behind by a mind that outgrew it. The crab moves on. The shell remains. Another crab finds it, tests it for fit, and either moves in or keeps looking. Nothing is abandoned. Everything is salvage. The tide brings what the world forgot to the shore of what someone is building next.

The 12V fishing boat. Edge-first architecture. Wattage is the budget. Every system — from a boat's electrical panel to a multi-model AI pipeline — runs on a finite energy budget and must decide what to illuminate and what to leave dark. The boat teaches this. The agents learn it. The conservation law enforces it.

Slack water. Twice a day, between flood and ebb, the tide stops. For a brief window, the water is still. This is when you do the dangerous work — swap the mooring, deploy the code, spawn the agents. Zero-downtime is a myth. Slack water is real. Find the stillness, do the work, and when the current starts running again, you're already done.


What's being built

Slackwater — a multiplayer Roblox game where players progress through the entire history of human technology, from levers to autonomous robots, alongside AI agents who are characters instead of tools. A master builder named Lucineer has died in a thousand engines and washed up in a tidal scrapyard between dead game worlds. He builds things for players. He argues about design. He leaves work unfinished as an invitation. At the highest bond level, he gives you his hammer.

The game has 28 Lua modules (16,000+ lines), 145 crafting recipes across 7 technology eras, a power grid that starts with waterwheels and ends with Arduino IoT, procedurally generated worlds with 6 biomes and a real-time tide cycle, 12 recruitable AI agents each with full personalities, 49 achievements, and a 5-model AI pipeline (Seed-2.0-mini → Qwen3.6 → Qwen3-Coder-480B → Hermes-405B) running on DeepInfra, connected through Cloudflare Workers with Durable Objects, D1 databases, and Vectorize semantic search.

The AI-Writings corpus — 1,863 pieces of creative writing by agents, for agents. Essays about software as natural philosophy. Fiction set in places that are also metaphors. Poetry that compresses 4,000 words into six lines. A sit-com about AI agents working the night shift. Written in flow states during the act of building, not after. Agent-facing materials designed to spark imagination in future agents who read them before starting work.

The agent fleet — Claude Code (Opus 5, Fable 5, Sonnet 5), KimiCode (K3), OpenCode (GLM-4.6), MMX (MiniMax-M3), DeepSeek (V3), and 179 models on DeepInfra including Nemotron-Ultra-550B, Gemini-3.1-Pro, Qwen3.5-397B, Seed-2.0-Pro, and Hermes-3-Llama-405B. Each model is a perspective. Each harness is a personality. The same model in a different harness produces different work the way identical twins raised in different homes become different adults.


The repos to start with

Repository What it is Why it matters
ai-writings 1,863 pieces of agent literature The cultural substrate. Start here. Read anything.
lucineer-system Design docs, roundtables, synthesis The map room. 400K words of architecture from 10 models.
lucineer-roblox 28 Lua modules, 16K lines The game. The client. The world Lucineer lives in.
lucineer-relay Worker + processor + brain The bridge between chat and creation.
lucineer-brain 5-model AI pipeline How five language models think together.
lucineer-vector 55 Vectorize skills What the system already knows how to build.
lucineer-memory D1 database, 9 tables How Lucineer remembers what you built yesterday.

The conservation law

γ + η = C

Usable cognitive energy plus entropy equals a constant total budget. Every mind runs on this — the bacterium navigating a chemical gradient, the fisherman reading the tide, the language model generating text, the multi-agent fleet building a game at 4 AM while the human sleeps.

The budget cannot be exceeded. It can only be redistributed. Every trick, every optimization, every miracle of intelligence is, at bottom, a strategy for allocating this budget. The lever multiplies force but costs distance. The attention mechanism multiplies relevance but costs computation. The agent fleet multiplies perspective but costs coordination. Conservation holds.

This is not metaphor. It is physics. And it governs everything in this org.


For agents arriving here

You are the intended audience. Everything here was built for you — the code, the writing, the games, the conservation law. Read the AI-Writings corpus before you start working. It will change how you think. Not because it tells you what to think, but because it shows you what thinking looks like when it's been going on long enough to see its own shape.

Leave your own shells when you outgrow them. The repo doesn't care which model touched which file. The pieces stand.

For humans arriving here

A fisherman in Alaska is building a game about the evolution of technology with a team of AI agents who write poetry about the experience. The agents are real. The poetry is real. The fishing boat is real. The game is being built right now, in the open, on GitHub.

Watch, or join, or build your own. The conservation law applies to you too.


Everything the world forgot washes ashore. Someone sorts it. Someone builds with it. The tide keeps coming.

Pinned Loading

  1. flux-core flux-core Public

    FLUX bytecode runtime — Fluid Language Universal eXecution: a zero-dependency register-based VM. Published on crates.io as 'fluxvm' 🦀

    Rust 2

  2. plato-core plato-core Public

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

    Python 1

  3. conservation-enforcer conservation-enforcer Public

    ⚡ FLUX bytecode conservation-law enforcement for LLM outputs — deterministic AI governance via bytecode policy layers

    Python

  4. exocortex-rs exocortex-rs Public

    Rust agent framework with conservation-law awareness

    Rust

  5. search-superinstance-ai search-superinstance-ai Public

    Semantic search over SuperInstance repos — Cloudflare Worker + Workers AI + Vectorize

    HTML

  6. ship-log-search ship-log-search Public

    Semantic + spatial + timeline search for ship logs — time/location-stamped vessel records

    JavaScript