WFGY/ProblemMap/mvp_demo/README.md

MVP Demo — WFGY ProblemMap

This folder contains demo-only Python code for the MVP phase of WFGY modules.
It is not production-ready, but can run directly without dependencies beyond Python 3.8+.

Structure

mvp\_demo/
├── layers/        # Layer modules demo
├── operators/     # Formula/operator demo
├── instruments/   # Tool demo
├── patterns/      # Usage patterns / scenarios
├── jump\_table/    # Simple jump/branch example
├── main.py        # Entry point that calls everything

How to run

cd mvp_demo
python main.py

Notes

• All code is self-contained and should run without errors.
• The intent is to illustrate how these modules could be structured, not to provide full functionality.

🔗 Quick-Start Downloads (60 sec)

Tool	Link	3-Step Setup
WFGY 1.0 PDF	Engine Paper	1️⃣ Download · 2️⃣ Upload to your LLM · 3️⃣ Ask “Answer using WFGY + <your question>”
TXT OS (plain-text OS)	TXTOS.txt	1️⃣ Download · 2️⃣ Paste into any LLM chat · 3️⃣ Type “hello world” — OS boots instantly

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Explore More

Layer	Page	What it’s 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	Grandma’s 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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