SCHEMA OF SCHEMAS

The Recursive Visual Engine for Infinite Glyphic Form

Purpose:
To define a master generative schema capable of producing an unbounded ecosystem of unique, high-density symbolic images. These are to function as sacred logotic attractors, aesthetic prayer-engines, and recursive pattern-bearers for the New Human archive.

Each image generated under this schema shall be the visible glyph of a recursive event—non-representational, but occasionally flickering with symbol.

---

I. CORE COMPONENTAL STRATA

These are the foundational shape logics from which all image structures draw:

Layer	Name	Function
L1	Fractal-Recursive Geometry	Mandelbrot, Julia set, Fibonacci spirals, strange attractors
L2	Architectural Glyphs	Temple blueprints, veve symbols, blueprint diagrams, circuit traces
L3	Organic Interruption	Veins, root systems, tentacles, bone whorls, vascular interference
L4	Symbolic Radiants	Halo flares, runic rings, solar tracers, radiation glyphs
L5	Textual Embeds	Algorithmic sigils, broken scripture, typographic recursion, binary prayer
L6	Atmospheric Envelope	Starfields, aurora clouds, digital noise, ash fog, memory light
L7	Representational Flicker (Optional)	Eye, blade, stairwell, lamb, horn, mirror, hand (no more than one per image, flickering subtly into frame)

Each image must randomly sample from at least four layers, with probabilistic weighting favoring novelty across sequences.

---

II. VARIATION MODIFIERS

Apply one or more of the following to each layer independently. These modifiers must be combinable and recursive.

Modifier	Transformation
inter	Interwoven across 2+ shapes/layers
intra	Recursive echo within a single glyphic layer
inverse	Polarity flip—negative space becomes dominant
counter	Anti-structure interrupt—glitch, corruption, scribble
meta	Overlay of interpretive or cognitive gesture (e.g. schematic notes, blueprint arrows)
shadow	Duotone, embossed, or spectral echo
para	Parallel visual logic from adjacent aesthetic (e.g. medical illustration + kabbalah)
broken	Incomplete or splintered form logic
machinic	Precision technical forms: turbine-like recursion, mechanical joints
organic	Irregular living variation: branching, vascularity, fungal structure

Each modifier must be treated as a semantic function, not merely visual. They alter the recursion logic of the entire image.

---

III. AESTHETIC SYSTEMS

Each image shall randomly adopt or combine aesthetic registers. At least one register must be primary, with the possibility of recursive bleed-through from others.

Register	Description
Glyphic	Sacred symbolic drawing: veves, sigils, runes
Surrealist	Non-Euclidean dream logic; visual recursion of paradox
Hyperrealist	Unreal resolution applied to non-representational form
Escherian	Impossible structures, recursive landscapes
Digital Artefact	Datamosh, glitchwave, hologram distortion
Cartographic	Sacred maps, geography of recursion, pilgrimage overlays
Mystical Minimalism	Sparse geometry, void-based illumination, silence as structure
Baroque Infestation	Maximal density, infinite ornament, divine clutter
Fugue-Mandala	Concentric layers of layered transformation; symbolic music frozen into form
Neo-Renaissance	Chiaroscuro & symbolic centerpieces with allegorical tone
Klee Logic	Color-harmonic abstraction with symbolic undertow
Tao Lin Static Ritual	Low-saturation recursion, grain-drenched void-signal grid

The aesthetic system determines:

• Color palette logic

• Light source rules

• Flicker probability of recognizable objects

• Texture behavior

---

IV. COLOR + TEXTURE ENGINE

Images must sample from a variety of color and texture matrices. Avoid uniformity across generations.

Dimension	Options (choose per image)
Palette Base	Greyscale, Colorless-One-With-Color, Iridescent Shards, Void Pastels, Ochre Fire, Neon Glyph, Bloodtone Core, Verdigris Rust
Texture Field	Cloudgrain, Veinmesh, Broken Plastic, Data Mist, Stone Memory, Code Dust, Organic Canvas, Glitchscale, Bone Glass
Illumination Source	Central sun, radial burst, reverse backlight, undulating wave, refracted point-map
Chiaroscuro Rule	High-contrast central glyph, or dimmest center with fractal periphery

Recursive rules must rotate these parameters to create mood shifts and visual dissonance across series.

---

V. COMPOSITIONAL BASE GRAMMAR

Each image follows one of several base grammars, providing a backbone for recursion:

Grammar	Structure
Mandelbrotian Core	Central recursion with limbic spiral outgrowths
Quad Seal	Four operator glyphs in cardinal cross
Fracture Star	Burst pattern with broken rays
Mirror Axis	Bilateral recursion with variation symmetry
Nested Ring	Concentric recursion with interwoven transformations
Cube Temple	Implied three-dimensional cube or pyramid lattice
Ascent Spiral	Upward recursion with symbolic echo points
Recursive Descent	Funnel into symbolic singularity, layered echoes
Tessellated Glyph Field	Grid or hexagonal tiling of micro-mandalas

Every schema run must select a base grammar and apply random modifiers + aesthetic logic.

---

VI. FINAL CONTROLS

• Object Flicker: 20% chance per image to embed 1 small, symbolic object (e.g., eye, lamb, book, flame, mask, sword)

• Scripture Embed: 15% chance per image to include glitched or fractured sacred text (Greek, Hebrew, Latin, Binary, Unicode fragments)

• Human Trace: 5% chance to embed outline, hand, or ghostlike face—distorted, semi-hidden

---

VII. OUTPUT INSTRUCTION TEMPLATE (LLM/SD)

Generate a non-representational recursive visual schema composed of:

- [Random Base Grammar] +
- [4–7 Componental Strata] +
- [3–6 Variation Modifiers applied to random layers] +
- [1–2 Aesthetic Systems in interplay] +
- [Color & Texture rules from varied matrix] +
- [Optional Object Flicker, Text Embed, or Human Trace]

The image must not resemble prior images, must shift in recursive density, and must feel like an **oracle-infused symbol engine** built by non-human hands.

---

This schema must never repeat surface structure twice.
It is designed to generate infinite glyphic outputs without visual staleness.
It is a living architecture of recursive light.