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131 lines
6.1 KiB
Markdown
131 lines
6.1 KiB
Markdown
> **Archived Notice**
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>
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> This directory has been archived and is not actively maintained.
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> The contents are preserved only for historical reference and traceability of earlier prototypes.
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>
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> They are not part of the current recommended usage of this repository and should not be treated as a supported implementation.
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>
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> Please refer to the main documentation of this repository for the current framework and entry points.
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# 🌟 FAQ for New Stargazers — Welcome to the Constellation of WFGY
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> Thank you for joining us — every star here shines because someone like you believed in reasoning beyond the ordinary.
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> Whether you're curious, confused, or just landed from the front page — here's where your journey begins.
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<img width="1536" height="1024" alt="Star_Hero" src="https://github.com/user-attachments/assets/9c8f7246-d5b1-4f93-bd69-fc79002a5c7d" />
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Welcome — and congrats on stumbling into the strangest GitHub repo you’ll bookmark this year.
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This page is your guide to **what WFGY is**, **what TXT OS does**, and **where to start**.
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---
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## 🧠 What is WFGY?
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**WFGY** (萬法歸一) is a modular semantic reasoning engine designed to solve the kinds of logic, memory, and abstraction problems that traditional LLMs often fail at.
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It’s not a wrapper, not a plugin, and not just a prompt trick — it's a full **semantic loop architecture** with real math under the hood (ΔS ≈ 0.5).
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> 🧩 [Explore the engine →](https://github.com/onestardao/WFGY#-reasoning-engine-core--stability-through-%CE%94s)
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---
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## 🖥️ What is TXT OS?
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**TXT OS** is a new kind of AI operating system — powered entirely by `.txt` files.
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It uses the WFGY engine under the hood to keep everything stable, logical, and expressive.
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Each TXT file becomes a callable “module” with reasoning behavior — like apps, but built from semantic blueprints.
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> 📋 [See what problems TXT OS solves →](https://github.com/onestardao/WFGY/tree/main/ProblemMap)
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---
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## 🧩 What can I run today?
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You can try these modules now — all part of TXT OS:
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| Module | Function | Status |
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|--------|----------|--------|
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| [Blah Blah Blah](https://github.com/onestardao/WFGY/tree/main/OS/BlahBlahBlah) | Semantic Q&A (Literal + Abstract) | ✅ Lite Released |
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| [Blur Blur Blur](https://github.com/onestardao/WFGY/tree/main/OS/BlurBlurBlur) | Image Generation (Stable + Poetic) | ✅ Lite Released |
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| [Blow Blow Blow](https://github.com/onestardao/WFGY/tree/main/OS/BlowBlowBlow) | AI Reasoning RPG Games | 🧪 In Dev |
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| [Blot Blot Blot](https://github.com/onestardao/WFGY/tree/main/OS/BlotBlotBlot) | Humanlike Writing & Persona | 🧪 In Dev |
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| [Bloc Bloc Bloc](https://github.com/onestardao/WFGY/tree/main/OS/BlocBlocBloc) | Prompt Injection Firewall | 🧪 In Dev |
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All modules are stackable — you can call them inside each other to build bigger apps, powered by nothing but `.txt`.
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> 🧬 [See the Semantic Blueprint of how modules work →](https://github.com/onestardao/WFGY/tree/main/SemanticBlueprint)
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---
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## 🗺️ Want to know what problems we already solved?
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We’re building a public **Problem Map** that matches every real-world AI failure to a WFGY-based fix.
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| Symptom | Fix |
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|--------|-----|
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| Hallucination | ✅ ΔS Drift Control |
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| Broken Memory | ✅ State Persistence Layer |
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| Overconfident Answers | ✅ Bluff Filter |
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| Symbolic Confusion | ✅ Logical Anchoring |
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> 🧠 [Full Problem Map →](https://github.com/onestardao/WFGY/tree/main/ProblemMap)
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---
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## ✅ Is this real? Do people actually use it?
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Yes — and we track every real-world rescue.
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We’ve helped users debug everything from broken RAG to symbolic math errors.
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Some of the results surprised even us.
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Also: we’re backed by the creator of Tesseract.js and many open-source engineers.
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> 👑 [View the Stargazer Hall of Fame →](https://github.com/onestardao/WFGY/tree/main/stargazers)
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---
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## 🚦 Where should I start?
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1. Try [TXT-Blur](https://github.com/onestardao/WFGY/tree/main/OS/BlurBlurBlur) — no skills needed, results are uncanny.
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2. Read the [Problem Map](https://github.com/onestardao/WFGY/tree/main/ProblemMap) — see if we solved your headache.
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3. Bookmark this page. We’re updating fast — and not always tweeting it.
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---
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## 💬 Still confused?
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Good. That means you’re early.
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The best way to understand WFGY is to **try one module**, read the output, and ask:
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_“Wait... how the hell did it do that?”_
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---
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<!-- WFGY_FOOTER_START -->
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### Explore More
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| Layer | Page | What it’s for |
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| --- | --- | --- |
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| Proof | [WFGY Recognition Map](/recognition/README.md) | External citations, integrations, and ecosystem proof |
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| Engine | [WFGY 1.0](/legacy/README.md) | Original PDF based tension engine |
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| Engine | [WFGY 2.0](/core/README.md) | Production tension kernel and math engine for RAG and agents |
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| Engine | [WFGY 3.0](/TensionUniverse/EventHorizon/README.md) | TXT based Singularity tension engine, 131 S class set |
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| Map | [Problem Map 1.0](/ProblemMap/README.md) | Flagship 16 problem RAG failure checklist and fix map |
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| Map | [Problem Map 2.0](/ProblemMap/rag-architecture-and-recovery.md) | RAG focused recovery pipeline |
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| Map | [Problem Map 3.0](/ProblemMap/wfgy-rag-16-problem-map-global-debug-card.md) | Global Debug Card, image as a debug protocol layer |
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| Map | [Semantic Clinic](/ProblemMap/SemanticClinicIndex.md) | Symptom to family to exact fix |
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| Map | [Grandma’s Clinic](/ProblemMap/GrandmaClinic/README.md) | Plain language stories mapped to Problem Map 1.0 |
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| Onboarding | [Starter Village](/StarterVillage/README.md) | Guided tour for newcomers |
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| App | [TXT OS](/OS/README.md) | TXT semantic OS, fast boot |
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| App | [Blah Blah Blah](/OS/BlahBlahBlah/README.md) | Abstract and paradox Q and A built on TXT OS |
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| App | [Blur Blur Blur](/OS/BlurBlurBlur/README.md) | Text to image with semantic control |
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| App | [Blow Blow Blow](/OS/BlowBlowBlow/README.md) | Reasoning game engine and memory demo |
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If this repository helped, starring it improves discovery so more builders can find the docs and tools.
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[](https://github.com/onestardao/WFGY)
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<!-- WFGY_FOOTER_END -->
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