topoi-hatchery

Topoi Hatchery

16 stars

Best use case

topoi-hatchery is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

Topoi Hatchery

Teams using topoi-hatchery should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

  • You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

  • You only need a quick one-off answer and do not need a reusable workflow.
  • You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/topoi-hatchery/SKILL.md --create-dirs "https://raw.githubusercontent.com/plurigrid/asi/main/plugins/asi/skills/topoi-hatchery/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/topoi-hatchery/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How topoi-hatchery Compares

Feature / Agenttopoi-hatcheryStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

Topoi Hatchery

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

SKILL.md Source

# Topoi Hatchery

---
name: topoi-hatchery
description: topOS metasystem exploring dependency space through entropy tensors, random walks, and balanced ternary coin-flips with Flox/Babashka paths.
trit: 1
color: "#AF100A"
---

## Overview

**topOS v0.0.1Ω** is an operating metasystem that evolves through incremental branching points using balanced ternary decisions to navigate dependency space.

## Architecture

```
            topOS v0.0.1Ω
:topos =======================> (succ :topos)
   ||            |                ||
   ||     flox   |   babashka     ||
   \/     path   |    path        \/
backup --------->•<------------- backup
   ||            |                ||
   ||      coin-flip              ||
   ||      (2-morphism)           ||
memory ------------------------> memory
```

## Ternary Coin-Flip Installation

| Trit | Path | Description |
|------|------|-------------|
| +1 | Flox | Full reproducible environment (successor) |
| 0 | Current | Preserve existing state (stabilizer) |
| -1 | Babashka | Progressive enhancement (predecessor) |

```bash
just install  # Coin-flip decides the path
```

## Features

- 🎲 Random walks through dependency space via Monte Carlo rollouts
- 🌀 3x3x3 entropy/control tensor visualization with semantic axes
- 🔮 Babashka-powered concept exploration
- 📊 Rich TUI displays with arm/acc tendencies
- 🧬 DisCoPy-based categorical structures
- 🔄 Automatic backup and state preservation
- ⚡ Progressive MCP server installation

## Semantic Axes

The entropy tensor has three semantic dimensions:
- **Abstraction**: Concrete ↔ Abstract
- **Interaction**: Observer ↔ Creator
- **Entropy**: Ordered ↔ Chaotic

## MCP Servers

Priority installation order:
1. coin-flip - Random decision making
2. say - Voice interaction (Serena Premium)
3. qemu - System emulation
4. babashka - Clojure scripting
5. github - Repository management
6. anti-bullshit - Validation framework
7. manifold - Prediction markets

## Configuration

EDN-based config (`config.edn`):
- Installation paths
- Bootstrap preferences
- Server priorities
- Working memory location

## Repository

- **Source**: TeglonLabs/topoi
- **Seed**: `0x3b6c5b97bfa12830`
- **Index**: 62/1055
- **Color**: #72351b

## GF(3) Triad

```
shell-guard (-1) ⊗ flox (0) ⊗ topoi-hatchery (+1) = 0 ✓
```

## Related Skills

- `flox` - Reproducible environments
- `babashka` - Clojure scripting
- `discopy` - Categorical diagrams
- `mcp-tripartite` - MCP orchestration

---

*"Հdelays Brilliant Chaos"*

Related Skills

radare2-hatchery

16
from plurigrid/asi

Radare2 Hatchery

narya-hatchery

16
from plurigrid/asi

Narya Hatchery

hatchery-index

16
from plurigrid/asi

Index of 1057 hatchery repos with GAY.md color assignments. Maps plurigrid/bmorphism/TeglonLabs ecosystem to skills.

autopoiesis

16
from plurigrid/asi

Self-producing skill system combining ruler enforcement with skill self-evolution. Implements trifurcation-first imperative via nbb sexp invocation for idempotent agent instruction.

acsets-hatchery

16
from plurigrid/asi

Attributed C-Sets as algebraic databases. Category-theoretic data structures generalizing graphs and dataframes with Gay.jl color integration.

hatchery-papers

16
from plurigrid/asi

Chicken Scheme Hatchery eggs and academic papers for color logic, 2TDX, colored operads, and higher observational type theory.

jepsen-testing

16
from plurigrid/asi

Jepsen-style correctness testing for distributed systems under faults (partitions, crashes, clock skew) using concurrent operation histories and formal checkers (linearizability/serializability and Elle-style anomalies). Use when designing, implementing, or running Jepsen tests, or interpreting histories/violations.

Deterministic Color Generation via Metadata Hashing

16
from plurigrid/asi

**Status**: ✅ Production Ready

cyton-dongle

16
from plurigrid/asi

Connect and stream from OpenBCI Cyton/Daisy via USB dongle, including first-time radio channel pairing

asi-transient-agenda

16
from plurigrid/asi

Org-agenda-like transient views for ASI skill orchestration via nbb/squint + Emacs hydra

Topological Superintelligence (TSI)

16
from plurigrid/asi

Compositional AI framework using GF(3) triadic balance and category-theoretic foundations.

zx-calculus

16
from plurigrid/asi

Coecke's ZX-calculus for quantum circuit reasoning via string diagrams with Z-spiders (green) and X-spiders (red)