tool Live

Grimoire

The self-enriching vocabulary engine powering StyleFusion, Drifter, and XKXXKX.

Visit Project

Published

March 1, 2024

Tech Stack

Cloudflare Workers D1 R2 Vectorize Gemini TypeScript

Key Highlights

Self-enriching atom corpus that grows from every image generated
Harmonic scoring system matches vocabulary to creative intent
Arrangement profiles organize atoms into thematic constellations

Overview

Grimoire is the knowledge layer that powers everything HobFarm builds. It is a living vocabulary graph of visual atoms, arranged into thematic constellations, scored by harmonic profiles, and connected through semantic correspondences.

The Grimoire is not just a standard LLM wrapper. It is a targeted, edge-deployed agent designed specifically to understand the HobFarm philosophy, providing direct answers constructed from curated markdown source documents without hallucinating standard internet boilerplate.

System Features

Arrangement System

Visual themes organized as scored profiles. Each arrangement defines a creative direction through weighted vocabulary categories.

Atom Corpus

The atomic unit of visual vocabulary. Every term is classified, tagged, and vectorized so it can be discovered by meaning, not just keyword matching.

Harmonic Scoring

Continuous 0-1 values across dimensions like hardness, temperature, and formality.