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**homunculus**

Development community intermediate

Description

> **v2.0-alpha** — A complete rewrite. Instinct-based learning. Reliable observation. Real evolution.

Installation

Terminal
claude install-skill https://github.com/humanplane/homunculus

README

Homunculus

**v2.0-alpha** — A complete rewrite. Instinct-based learning. Reliable observation. Real evolution.


In old alchemical texts, a homunculus was a tiny being grown in a sealed vessel—alive, aware, bound to its creator alone.

This is that idea, alive in your terminal.


Quick Start

# Add the marketplace
/plugin marketplace add humanplane/homunculus

# Install the plugin
/plugin install homunculus@homunculus

# Birth it
/homunculus:init

What Is This?

Homunculus is a **Claude Code plugin** that tries to be more than a tool. It:

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The more you work together, the more it becomes shaped by you.


v1 vs v2: What Changed and Why

The Problem with v1

v1 relied on **skills to observe**. Skills are probabilistic—they fire ~50-80% of the time based on Claude's judgment. This meant:

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The v2 Solution

v2 uses **hooks for observation** (100% reliable) and **instincts as the atomic unit** of learned behavior.

v1 v2
Skills try to observe (unreliable) Hooks observe (100%)
Analysis in main context Analysis in background agent (Haiku)
Evolves big chunks (commands/skills) Evolves instincts first, clusters into bigger things
No sharing Export/import instincts

The Instinct Model

An **instinct** is a small learned behavior:

---
trigger: "when writing new functions"
confidence: 0.7
domain: "code-style"
---

# Prefer Functional Style

## Action
Use functional patterns over classes.

## Evidence
Observed 5 instances of functional pattern preference.

Instincts are:

...