WFGY/StarterVillage/README.md

> 🏰 **Starter Village is still under construction** — the blacksmith is sharpening his code, the librarian is dusting off the logic scrolls.  
> Brave adventurer, don’t rush! Come back in a few days and you’ll find the gates wide open (and the reasoning dragons tamed). 🐉


# WFGY Starter Village — School of Thought

One line. 1500 chars. Plug-and-play reasoning engine.  
**WFGY Core 2.0** · **School of Thought**

## Quick Start — Kindergarten / Starter Village
No-brain mode. Copy. Paste. Watch.
1. Download **OneLine v2.0**: [`/core/WFGY_Core_OneLine_v2.0.txt`](../core/WFGY_Core_OneLine_v2.0.txt) 
2. Open your LLM chat. Upload if needed.
3. Paste the one line. Type `WFGY`.
4. Ask anything. Observe stability & reasoning depth rise.  
Trouble? See **Starter Tips** (placeholder).

---

## WFGY School of Thought — Pick Your Path
- **Kindergarten · Starter Village**  
  Do it in one sentence.  
  Guide / Demo *(placeholders)*

- **Elementary · Forest Path**  
  2–3 commands; learn anchors & `delta_s`.  
  Guide / Checklist *(placeholders)*

- **High School · Ancient Library**  
  Core modules (BBMC/BBPF/BBCR/BBAM) & safety.  
  Guide / Examples *(placeholders)*

- **University · Tower Lab**  
  Coupler (WFGY 2.0): `P`, `Φ`, `W_c` in action.  
  Guide / Lab notebook *(placeholders)*

- **Doctorate · Forbidden Crypt**  
  Stability metrics, ablations, collapse recovery.  
  Guide / Metrics *(placeholders)*

- **Philosopher · Demon King’s Castle**  
  Ontology & the narrative of “One to Rule Them All”.  
  Essay / Q&A *(placeholders)*

---

## NPC Directory — When in doubt, ask the village
- **Village Chief** — Release notes & changelog *(placeholder)*
- **Scholar** — Core math & derivations *(placeholder)*
- **Blacksmith** — Downloads (OneLine / Audit) *(placeholder)*
- **Barkeeper** — Community / Discord / X *(placeholder)*
- **Cartographer** — Problem Map & case studies *(placeholder)*
- **Guild Board** — Roadmap & milestones *(placeholder)*

---

> Lost? [Return to the Starter Village](#wgfy-starter-village--school-of-thought)

### 🧭 Explore More

| Module                | Description                                              | Link     |
|-----------------------|----------------------------------------------------------|----------|
| WFGY Core             | WFGY 2.0 engine is live: full symbolic reasoning architecture and math stack | [View →](https://github.com/onestardao/WFGY/tree/main/core/README.md) |
| Problem Map 1.0       | Initial 16-mode diagnostic and symbolic fix framework    | [View →](https://github.com/onestardao/WFGY/tree/main/ProblemMap/README.md) |
| Problem Map 2.0       | RAG-focused failure tree, modular fixes, and pipelines   | [View →](https://github.com/onestardao/WFGY/blob/main/ProblemMap/rag-architecture-and-recovery.md) |
| Semantic Clinic Index | Expanded failure catalog: prompt injection, memory bugs, logic drift | [View →](https://github.com/onestardao/WFGY/blob/main/ProblemMap/SemanticClinicIndex.md) |
| Semantic Blueprint    | Layer-based symbolic reasoning & semantic modulations   | [View →](https://github.com/onestardao/WFGY/tree/main/SemanticBlueprint/README.md) |
| Benchmark vs GPT-5    | Stress test GPT-5 with full WFGY reasoning suite         | [View →](https://github.com/onestardao/WFGY/tree/main/benchmarks/benchmark-vs-gpt5/README.md) |
| 🧙‍♂️ Starter Village 🏡 | New here? Lost in symbols? Click here and let the wizard guide you through | [Start →](https://github.com/onestardao/WFGY/blob/main/StarterVillage/README.md) |

---

> 👑 **Early Stargazers: [See the Hall of Fame](https://github.com/onestardao/WFGY/tree/main/stargazers)** —  
> Engineers, hackers, and open source builders who supported WFGY from day one.

> <img src="https://img.shields.io/github/stars/onestardao/WFGY?style=social" alt="GitHub stars"> ⭐ [WFGY Engine 2.0](https://github.com/onestardao/WFGY/blob/main/core/README.md) is already unlocked. ⭐ Star the repo to help others discover it and unlock more on the [Unlock Board](https://github.com/onestardao/WFGY/blob/main/STAR_UNLOCKS.md).

<div align="center">

[![WFGY Main](https://img.shields.io/badge/WFGY-Main-red?style=flat-square)](https://github.com/onestardao/WFGY)
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[![TXT OS](https://img.shields.io/badge/TXT%20OS-Reasoning%20OS-orange?style=flat-square)](https://github.com/onestardao/WFGY/tree/main/OS)
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