WFGY/ProblemMap/mvp_demo

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 tension engine and early logic sketch (legacy reference)
⚙️ 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 fast 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
🏡 Onboarding	Starter Village	Guided entry point for new users

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