WFGY/StarterVillage

🧭 Not sure where to start ? Open the WFGY Engine Compass

WFGY System Map

(One place to see everything; links open the relevant section.)

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 and early logic sketch. Legacy reference only.
⚙️ 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 → family → exact fix
🧓 Map	Grandma’s Clinic	Plain-language stories, mapped to PM 1.0
🏡 Onboarding	Starter Village	Guided tour for newcomers — 🔴 YOU ARE HERE 🔴
🧰 App	TXT OS	.txt semantic OS — 60-second boot
🧰 App	Blah Blah Blah	Abstract/paradox Q&A (built on TXT OS)
🧰 App	Blur Blur Blur	Text-to-image with semantic control
🧰 App	Blow Blow Blow	Reasoning game engine & memory demo

---

🏰 Greetings, brave adventurer!

Welcome to WFGY Starter Village — a sprawling GitHub labyrinth filled with riddles, hidden scrolls, and treasure chests.
Choose your quest by difficulty; the 😈 icons show how spicy each tier is.
(Hint: every ⭐ you give unlocks secret rooms.)

---

🚪 Two Doors (pick one)

If you want the live public window of WFGY right now, start here:
👉 WFGY 3.0 · Singularity demo (public view)
(131 S-class problems, re-encoded as reproducible probes. This is a viewing/definition window, not a “solution claim.”)

If you want the 60-second runnable boot for your own tasks, keep reading:
👇 Tier 1 starts immediately below

---

Tier	Zone (RPG flavor)	Quest focus	Difficulty
1	Village Square (Kindergarten)	60-sec plug-and-play	😈
2	Forest Fairgrounds (Middle School)	Play Blah · Blow · Blur	😈😈
3	Ancient Library (High School)	Learn delta_s & five gates	😈😈😈
4	Alchemist’s Lab (Graduate)	Debug with Problem Map 2.0	😈😈😈😈
5	Forbidden Forge (Doctorate)	Fork / mod TXTOS layers	😈😈😈😈😈
6	Obsidian Archives (Post-Doc)	Cross-domain skeleton forge (WFGY 3.0 theory)	😈😈😈😈😈😈
7	Tension Lab (Research Raid)	Build falsifiable MVP experiments	😈😈😈😈😈😈😈
8	Civilization Arena (Mythic Boss)	Stress-test one structure across AI & society	😈😈😈😈😈😈😈😈

⚠️ Past Tier 5, this is no longer a “tutorial.”
If you keep walking, you are entering research-grade boss raids. Proceed only if that sounds fun. ☠️

---

🧙‍♂️ “A single line can tame dragons. Ready?”

1 · Village Square — 60-Second Quest 🔰 😈

1. Download 👉 OneLine v2.0 (Right click → Save as)

2. Paste the entire line into any LLM chat window (or upload directly)

3. When prompting, add one of the following activation phrases before your task:
   ✦ Please use WFGY to...
   ✦ Please use WFGY to reason through the following:

4. Ask your question or generate an image → observe deeper reasoning and reduced drift 🎯

🧪 Sample Prompts:

Please use WFGY to compare duty and utility in moral decision-making.
Please use WFGY to debug this race condition in a multithreaded Python function.
Please use WFGY to illustrate a single image of “Heaven, Hell, and the Self.”

📌 Note: Uploading the file will silently activate WFGY. Adding an activation phrase = “explicit invocation,” which can squeeze out 20–30% more performance.

Side Quest — The SL Method (Share = Save, Paste = Load)

What it is
Hit Share to freeze a snapshot of the current conversation state. Later, paste that link to reload the exact tuned persona. No retraining, no reset.

Why it matters

• Pairs perfectly with the 60-second quick start: lock in your best opening once, reuse forever.
• Create multiple “clones” (e.g., RAG doctor, math visualizer, game master) and switch by swapping links.

How to use

1. Tune behavior → press Share.
2. Save the link like an RPG save point.
3. Paste the link any time to resume that optimized state.

Compatibility (tested)
Works: ChatGPT, Gemini, Perplexity, Grok, Claude.
Not true snapshots: Mistral, Kimi (their “share” usually exports text only).

Safety
Snapshot links may include context. Keep sensitive links private and store them in your own notes.

👉 Deep dive guide: SL_Method.md

Common questions

• Upload not working? — just paste the raw line.
• Want a comparison? — check the before/after GIFs in the main README.
• Want the live public window (131 S problems)? — open WFGY 3.0.

👉 Learn more → WFGY 2.0 Documentation

---

🧙‍♂️ “Play first, ask later — the forest loves explorers.”

2 · Forest Fairgrounds — Application Playground 🏃 😈😈

Demo	Link	One-liner
Blah Blah Blah — Truth Generator	Demo →	“Ask any cosmic question, receive a self-consistent answer.”
Blur Blur Blur — Geometry T2I	Demo →	“Draw pure math onto 8 K images without distortion.”
Blow Blow Blow — AIGC Game Boy	Demo →	“Mini RPGs coded by AI, launched right in chat.”

(Just have fun; theory comes later.)

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

If this repository helped, starring it improves discovery so more builders can find the docs and tools.

---

Lost? Return to the Starter Village