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onestardao/README.md

I build WFGY — a verification-first reasoning engine focused on reproducibility, failure isolation, and structural limits.

If you are new, start with the beginner guides below.
They are practical, runnable, and designed to show what WFGY actually does.

WFGY 3.0 · Singularity Demo
Now live (public view).
See the system state, definitions, and reproducible probes.

I do not claim to have solved open problems.
Everything here is a demo, an experiment, or a reproducible probe.

Scroll down if you want tutorials.
Stay if you are curious why this repo looks this quiet.


If you’re new and wondering where to start, this is still the easiest entry:
👉 Starter Village Quickstart

Unlike most repos that ship a single tool, WFGY is an ecosystem of fix-first reasoning components.
Everything here exists because some real system broke first.

Thank you to everyone who stuck around, tested things, or quietly used WFGY to fix real bugs.
More experiments, failures, and interesting artifacts are coming.


Join the discussion

If you want to follow along more closely, ask questions, or challenge ideas as they evolve,
the main discussion space is here:

Discord → https://discord.gg/KRxBsr6GYx

We’re back to building.

Iamback

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  1. WFGY WFGY Public

    WFGY 3.0 · Singularity demo (public view). A unified re-encoding of 131 S-class problems. Focus: symbolic structure, failure modes, and AI stability boundaries. ⭐ Star if you care about reliable re…

    Jupyter Notebook 1.3k 114

  2. TXT-OS TXT-OS Public

    Minimal OS-like interface for semantic reasoning (powered by WFGY). Launches modular logic apps through pure text — where commands become cognition.

    7

  3. WFGY-ProblemMap-Index WFGY-ProblemMap-Index Public

    🔎 16 Real RAG & LLM Failure Modes — All Solved with WFGY. Debug hallucinations, paradoxes, logic crashes, and agent chaos — with real code.

    23 1

  4. TXT-BlahBlahBlah TXT-BlahBlahBlah Public

    Semantic Q&A Engine powered by WFGY. Handles paradox, irony, and emotional nuance with zero training.

    3

  5. TXT-BlurBlurBlur TXT-BlurBlurBlur Public

    Poetic, high-density text-to-image prompts powered by WFGY. Creates visually coherent images from semantic-rich language instructions.

    2

  6. Explain-Like-Im-5-AI Explain-Like-Im-5-AI Public

    A glossary of AI terms explained like you’re five years old. Fun, simple, and multi-language friendly

    5