WFGY/OS/BlurBlurBlur/README.md
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🧭 Not sure where to start ? Open the WFGY Engine Compass

WFGY System Map · Quick navigation

Problem Maps: PM1 taxonomy → PM2 debug protocol → PM3 troubleshooting atlas · built on the WFGY engine series

Layer Page What its for
Proof WFGY Recognition Map External citations, integrations, and ecosystem proof
⚙️ Engine WFGY 1.0 Original PDF tension engine and early logic sketch
⚙️ Engine WFGY 2.0 Production tension kernel for RAG and agent systems
⚙️ Engine WFGY 3.0 TXT-based Singularity tension engine (131 S-class set)
🗺️ Map Problem Map 1.0 Flagship 16-problem RAG failure taxonomy and fix map
🗺️ Map Problem Map 2.0 Global Debug Card for RAG and agent pipeline diagnosis
🗺️ Map Problem Map 3.0 Global AI troubleshooting atlas and failure pattern map
🧰 App TXT OS .txt semantic OS with 60-second bootstrap
🧰 App Blah Blah Blah Abstract and paradox Q&A built on TXT OS
🧰 App Blur Blur Blur Text-to-image generation with semantic control — 🔴 YOU ARE HERE 🔴
🏡 Onboarding Starter Village Guided entry point for new users

Blur Blur Blur — A Canvas for the Beauty of Math

👑 Early Stargazers: See the Hall of Fame — Verified by real engineers · 🌌 WFGY 3.0 Singularity demo: Public live view

blurblurblur

WFGY Main   TXT OS   Blah   Blot   Bloc   Blur   Blow

Blur Blur Blur Lite — Math Canvas Quickstart (Beta)

This is a math-first T2I pattern you can run inside a normal LLM chat: build a canvas from mathematical structure + Real/Imag fields, then render. Lite focuses on a clean, safe set of knobs so newcomers can feel the “math shock” in one minute.


⬇️ Download

TXT file: TXT-BlurBlurBlur_Lite_Beta.txt
Download the TXT

Checksums

  • SHA256: b5eee7335f1f354c600dd1d635fd6cde76c444c7641bf8647c3dd4c03c8d72d2
  • MD5: 86158fc30e5adae31793735e558ec51a
  • Size: 103,204 bytes

Paste into a new chat — it autoboots.

  • Type hello world to start
  • Type Blur to enter image mode directly

What Lite includes

  • Tracks decide complexity and style
    • life → 5 imag elements, everyday scenes
    • pro → 10 imag elements, mythic or sci-fi
    • elite → 20 imag elements, cosmic or abstract
    • free → full manual
  • WOW presets for left vs right density
    wow now, wow x30, wow x300, wow x3000, wow x1e18
  • Goldline switch at 0.50 for a visible mid-cut
  • A/B compare to show baseline vs Blur
  • Preview-then-Go contract
    preview prints the exact prompt. go always renders.

Defaults: ΔS=0.50, profile=SAFE, aspect=auto, seed unlocked except elite locks seed for stability.


One-minute quick start

  1. Paste the TXT and let BIOS show.
  2. Type B to enter Blur Art.
  3. Pick a track: life or pro or elite.
  4. Type wow x3000 for strong tension.
  5. Type preview to see the full prompt with numbers.
  6. Type go to render.
  7. Optional A/B: ab prep then ab go.

Controls you will actually use

  • life | pro | elite | free — choose track
  • wow now | wow x30 | wow x300 | wow x3000 | wow x1e18 — raise tension
  • goldline on | off — show the central guide
  • preview — print prompt, no rendering
  • go — render once
  • ab prepab go — baseline pair
  • back — Blur menu
  • menu — TXT OS main menu

What is inside the prompt

Math structure (Real field)
golden_spiral, fibonacci_lattice, modular_grid, penrose_quasicrystal, e8_radial, zeta_zeros

Imag stack (Imaginary field)
Track chooses 5, 10, or 20 elements. Weights in [0.10..1.50]. Left and right get very different sets and weights to create asymmetric density. Example elements: crystal, ripple, vortex, phyllotaxis, dune, nebula, sparks, roots, feathers, waves, ivy, lattice, arches, glass, steel, ink, smoke.

Riemann mapping
Critical line → mid-axis. Zeros → node lights and micro-details.
Light proxy: 0.6*|Re(ζ)| + 0.4*|Im(ζ)|.


Example session


B
pro
wow x3000
goldline on
preview

# You will see:

# \[Blur Art · Preview]

# math skeleton = fibonacci\_lattice

# \[Imag Left]  { grid=1.0, crystal=0.9, ripple=0.8, ivy=0.6, waves=0.5 }

# \[Imag Right] { golden=0.9, vortex=1.1, dune=0.8, nebula=1.3, sparks=0.7, roots=1.0, arches=0.8, glass=0.9, steel=0.7, feathers=1.0 }

# \[Globals] profile=SAFE, aspect=auto, goldline=on, ΔS=0.50, tension 1:3000

# \[Theme] "mythic-sci-fi hybrid city beneath twin suns"

go


Scene pools and randomization

  • life → city, cafe, studio, garden, library, museum, bridge, rooftop, harbor
  • pro → temple, forge, starship bay, alpine citadel, deep forest, mythic arena
  • elite → cosmic cathedral, zero-gravity market, orbital garden, dream coastline, paradox carnival

Numbers are printed in preview. Edit them freely. Re-roll by running preview again.


A/B discipline

  • ab prep builds a minimal baseline: same theme, no math, no imag stack.
  • ab go renders.
    Compare edge sharpness, depth cues, and consistency.

Troubleshooting

  • go prints text instead of an image
    Your current chat may not support image generation. Copy the printed Prompt into any T2I engine, or switch to a model that can render images in this interface.
  • Image looks mushy at x1e18
    Drop to x3000, keep profile=SAFE, and keep goldline on.
  • Wrong aspect
    Lite uses aspect=auto to match the provider. If you need strict 16:9, add your engines flag in the prompt.

FAQ

  • Is this only a prompt pack? No. The visible prompt is a contract. The stability comes from math layout plus Real/Imag split.
  • Why ΔS = 0.50? It locks geometry while allowing extreme right-side density.
  • What does DT do? It is designed to keep structure, head diversity, and cross-path safety, reducing the chance that the image collapses.

License

MIT. Credit: WFGY 2.0 + Blur Blur Blur Lite.


Changelog

  • 2025-09-09: Beta Lite with Tracks, WOW presets, preview-then-go, A/B compare.

Download: TXT-BlurBlurBlur_Lite_Beta.txt


01 — Axis Resonance (ΔS = 0.5)

Central axis establishes the spine; polarity fields flow outward. ΔS resonance keeps depth, hierarchy, and tension stable across the frame.

Axis Resonance — ΔS=0.5


02 — Prime Symmetry Field (Millennium Crossover)

Prime-pattern symmetry is mapped to left/right flows around the axis. This is an artistic crossover that turns number-field structure into controllable visual tension.

Prime Symmetry Field


03 — Bridge of Forms (Cross-Domain Blend)

Two semantic domains (logic ↔ energy) are braided over a single axis; ΔS gating prevents collapse and preserves narrative clarity.

Bridge of Forms


Explore More

Layer Page What its for
Proof WFGY Recognition Map External citations, integrations, and ecosystem proof
Engine WFGY 1.0 Original PDF based tension engine
Engine WFGY 2.0 Production tension kernel and math engine for RAG and agents
Engine WFGY 3.0 TXT based Singularity tension engine, 131 S class set
Map Problem Map 1.0 Flagship 16 problem RAG failure checklist and fix map
Map Problem Map 2.0 RAG focused recovery pipeline
Map Problem Map 3.0 Global Debug Card, image as a debug protocol layer
Map Semantic Clinic Symptom to family to exact fix
Map Grandmas Clinic Plain language stories mapped to Problem Map 1.0
Onboarding Starter Village Guided tour for newcomers
App TXT OS TXT semantic OS, fast boot
App Blah Blah Blah Abstract and paradox Q and A built on TXT OS
App Blur Blur Blur Text to image with semantic control
App Blow Blow Blow Reasoning game engine and memory demo

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