mirror of
https://github.com/onestardao/WFGY.git
synced 2026-04-29 03:59:52 +00:00
526 lines
26 KiB
Markdown
526 lines
26 KiB
Markdown
<details>
|
||
<summary><strong>🧭 Lost or curious? Open the WFGY Compass & ⭐ Star Unlocks</strong></summary>
|
||
|
||
### WFGY System Map
|
||
*(One place to see everything; links open the relevant section.)*
|
||
|
||
| Layer | Page | What it’s for |
|
||
|------|------|----------------|
|
||
| 🧠 Core | [WFGY Core 2.0](https://github.com/onestardao/WFGY/blob/main/core/README.md) | The symbolic reasoning engine (math & logic) |
|
||
| 🧠 Core | [WFGY 1.0 Home](https://github.com/onestardao/WFGY/) | The original homepage for WFGY 1.0 |
|
||
| 🗺️ Map | [Problem Map 1.0](https://github.com/onestardao/WFGY/tree/main/ProblemMap#readme) | 16 failure modes + fixes |
|
||
| 🗺️ Map | [Problem Map 2.0](https://github.com/onestardao/WFGY/blob/main/ProblemMap/rag-architecture-and-recovery.md) | RAG-focused recovery pipeline |
|
||
| 🗺️ Map | [Semantic Clinic](https://github.com/onestardao/WFGY/blob/main/ProblemMap/SemanticClinicIndex.md) | Symptom → family → exact fix |
|
||
| 🧓 Map | [Grandma’s Clinic](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GrandmaClinic/README.md) | Plain-language stories, mapped to PM 1.0 |
|
||
| 🏡 Onboarding | [Starter Village](https://github.com/onestardao/WFGY/blob/main/StarterVillage/README.md) | Guided tour for newcomers |
|
||
| 🧰 App | [TXT OS](https://github.com/onestardao/WFGY/tree/main/OS#readme) | .txt semantic OS — 60-second boot — **🔴 YOU ARE HERE 🔴** |
|
||
| 🧰 App | [Blah Blah Blah](https://github.com/onestardao/WFGY/blob/main/OS/BlahBlahBlah/README.md) | Abstract/paradox Q&A (built on TXT OS) |
|
||
| 🧰 App | [Blur Blur Blur](https://github.com/onestardao/WFGY/blob/main/OS/BlurBlurBlur/README.md) | Text-to-image with semantic control |
|
||
| 🧰 App | [Blow Blow Blow](https://github.com/onestardao/WFGY/blob/main/OS/BlowBlowBlow/README.md) | Reasoning game engine & memory demo |
|
||
| 🧪 Research | [Semantic Blueprint](https://github.com/onestardao/WFGY/blob/main/SemanticBlueprint/README.md) | Modular layer structures (future)|
|
||
| 🧪 Research | [Benchmarks](https://github.com/onestardao/WFGY/blob/main/benchmarks/benchmark-vs-gpt5/README.md) | Comparisons & how to reproduce |
|
||
| 🧪 Research | [Value Manifest](https://github.com/onestardao/WFGY/blob/main/value_manifest/README.md) | Why this engine creates $-scale value |
|
||
|
||
---
|
||
|
||
> ### ⭐ Star Unlocks
|
||
> - **1,000 ⭐ → Blur Blur Blur unlocked** ✅
|
||
> - **3,000 ⭐ → Blow Blow Blow unlocked** ⏳
|
||
|
||
---
|
||
|
||
</details>
|
||
|
||
<!-- ────────────────────────────────
|
||
1 · HERO SECTION
|
||
──────────────────────────────── -->
|
||
# TXT ≠ Notepad — It’s called TXT OS. Your Next AI Reasoning System.
|
||
|
||
> 👑 **Early Stargazers: [See the Hall of Fame](https://github.com/onestardao/WFGY/tree/main/stargazers)** — Verified by real engineers · 🏆 **Terminal-Bench: [Public Exam — Coming Soon](https://github.com/onestardao/WFGY/blob/main/core/README.md#terminal-bench-proof)** 🧪 **Tension Universe (candidate): [Internal Stress Test in Progress](https://github.com/onestardao/WFGY/tree/main/TensionUniverse)** — exploring structural limits beyond scaling
|
||
|
||
|
||
|
||
<img src="./images/TXTOS_Hero.png" alt="txt-temple-of-truth" width="100%" style="max-width:900px" />
|
||
|
||
|
||
<div align="center">
|
||
|
||
[](https://github.com/onestardao/WFGY)
|
||
|
||
[](https://github.com/onestardao/WFGY/tree/main/OS)
|
||
|
||
[](https://github.com/onestardao/WFGY/tree/main/OS/BlahBlahBlah)
|
||
|
||
[](https://github.com/onestardao/WFGY/tree/main/OS/BlotBlotBlot)
|
||
|
||
[](https://github.com/onestardao/WFGY/tree/main/OS/BlocBlocBloc)
|
||
|
||
[](https://github.com/onestardao/WFGY/tree/main/OS/BlurBlurBlur)
|
||
|
||
[](https://github.com/onestardao/WFGY/tree/main/OS/BlowBlowBlow)
|
||
|
||
</div>
|
||
|
||
|
||
---
|
||
|
||
<details>
|
||
<summary>📋 What problems does TXT OS (with WFGY Engine) actually solve?</summary>
|
||
<br>
|
||
|
||
> TXT OS, built on the WFGY Engine, solves the reasoning failures most LLM pipelines can’t handle.
|
||
|
||
| Problem | Description |
|
||
|--------|-------------|
|
||
| **Hallucination & Chunk Drift** | Retrieval brings the wrong or irrelevant content |
|
||
| **Interpretation Collapse** | The chunk is technically right, but logic fails |
|
||
| **Long Reasoning Chains** | Model drifts or derails across multi-step tasks |
|
||
| **Bluffing / Overconfidence** | Pretends to know what it doesn’t |
|
||
| **Semantic ≠ Embedding** | Cosine similarity ≠ true semantic match |
|
||
| **Logic Collapse & Recovery** | No way to auto-recover from reasoning failure |
|
||
| **Memory Breaks Across Sessions** | No continuity or traceability between sessions |
|
||
| **Debugging is a Black Box** | No visibility into the logic path |
|
||
| **Entropy Collapse** | Attention melts into incoherence |
|
||
| **Creative Freeze** | Outputs become flat and unimaginative |
|
||
| **Symbolic Collapse** | Fails with abstract or logical prompts |
|
||
| **Philosophical Recursion** | Paradoxical or self-referential inputs crash reasoning |
|
||
| **Multi-Agent Chaos** | Agents overwrite or misalign each other’s logic |
|
||
|
||
🔗 [See full solutions in the WFGY Problem Map →](https://github.com/onestardao/WFGY/tree/main/ProblemMap/README.md)
|
||
|
||
---
|
||
|
||
> TXT OS isn’t a static app — it’s a **living semantic engine**, capable of combining dozens of symbolic, vectorial, and memory-enhancing modules on demand.
|
||
>
|
||
> Many of these core modules have already been defined, structured, and benchmarked for integration.
|
||
> Want to preview what future capabilities TXT OS is already designed to support?
|
||
|
||
📘 [Explore the full layer & function roadmap in `SemanticBlueprint` →](https://github.com/onestardao/WFGY/tree/main/SemanticBlueprint/README.md)
|
||
|
||
---
|
||
|
||
> You're not just exploring a tool — you're holding the system we're about to pit against **GPT‑5**.
|
||
> A full benchmark showdown is in the works. This is where open-source meets destiny.
|
||
> 📎 [Track the GPT‑5 comparison here →](https://github.com/onestardao/WFGY/tree/main/benchmarks/benchmark-vs-gpt5/README.md)
|
||
|
||
</details>
|
||
|
||
|
||
|
||
|
||
---
|
||
|
||
|
||
One line of TXT upgrades any LLM into an AGI-level reasoning engine
|
||
|
||
🧠 **+22.4% semantic accuracy · +42.1% reasoning success · ×3.6 stability** (GSM8K + Truthful-QA, temp 0.2)
|
||
🌲 **Semantic Tree Memory** — Long-term logic, no forgetting, fully exportable
|
||
🛡️ **Knowledge Boundary Shield** — Detects hallucinations before they happen
|
||
|
||
[🔽 Download **TXTOS.txt**](https://github.com/onestardao/WFGY/blob/main/OS/TXTOS.txt)
|
||
<br>
|
||
<br>
|
||
<img src="./images/TXT_to_OS_console.gif" width="100%" style="max-width:900px" loading="lazy" />
|
||
|
||
<em>Just one .txt file — unfolding into a full semantic operating system.
|
||
No signup. No tracking. No ads. Virus-free. Pure logic.</em>
|
||
|
||
<details>
|
||
<summary>🌲 Semantic Tree Memory in Action</summary>
|
||
<br>
|
||
<img src="./images/tree-semantic-memory.gif" width="100%" style="max-width:900px" loading="lazy" />
|
||
|
||
<em>Semantic Tree Memory in action — logic preserved across reasoning windows.</em>
|
||
<br>
|
||
The Semantic Tree is more than memory —
|
||
it records your reasoning structure, adapts over time, and enables <em>portable thought</em>.
|
||
</details>
|
||
|
||
<details>
|
||
<summary>🛡️ Knowledge Boundary Detection — Try <code>kbtest</code></summary>
|
||
|
||
<br>
|
||
<img src="./images/kb_boundary_test_demo.gif" width="100%" style="max-width:900px" loading="lazy" />
|
||
<br>
|
||
<em>The WFGY Reasoning Engine monitors hallucination risk in real-time.</em>
|
||
<br>
|
||
Just type <code>kbtest</code> — and watch the system analyze ultra-abstract questions.
|
||
|
||
Each test is <strong>randomized</strong>, but detection is always active.
|
||
Thanks to BBCR, boundary checks trigger automatically when ΔS is high.
|
||
|
||
> No fake answers. Just safe semantic pivots.
|
||
</details>
|
||
|
||
|
||
|
||
|
||
---
|
||
|
||
<!-- ────────────────────────────────
|
||
2 · 10-SECOND INSTALL DEMO
|
||
──────────────────────────────── -->
|
||
## ⏱ Setup in under 60 seconds
|
||
1. **Download** `TXTOS.txt`
|
||
2. **Paste** it into any LLM chat window
|
||
3. **Type** `hello world` → the boots instantly
|
||
|
||
*No installs. No code.*
|
||
*Just type — and watch it reason, remember, and evolve.*
|
||
|
||
[🔽 Download **TXTOS.txt**](https://github.com/onestardao/WFGY/blob/main/OS/TXTOS.txt)
|
||
<br>
|
||
|
||
> <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).
|
||
|
||
> 👑 *Verified by early stargazers — [See the Hall of Fame](https://github.com/onestardao/WFGY/tree/main/stargazers)*
|
||
|
||
---
|
||
<details>
|
||
<summary>🌐 TXT OS – Cross-Platform Test Results (Tested: October 10, 2025) </summary>
|
||
<br>
|
||
|
||
|
||
| Status | Platform | Test Model | Notes |
|
||
|--------|------------------|--------------------|-------------------------------------------------------------------------------------------|
|
||
| ✅ | **ChatGPT** | All models | All versions pass — including GPT-4, GPT-4o and GPT-o3, |
|
||
| ✅ | **Kimi** | K2 | New model K2 performs surprisingly well — smooth and consistent. |
|
||
| ✅ | **Grok** | Grok 3 | Free version now limits daily interactions. Otherwise performs smoothly. |
|
||
| ✅ | **DeepSeek** | DeepSeek V3 | Mixed results — works smoothly *when it works*. |
|
||
| ✅ | **Gemini** | 2.5 Pro | Flash version performs poorly; Pro version is excellent. |
|
||
| ⚠️ | **Claude** | Sonnet 4 | Even one extra sentence from TXT OS exceeds input limit — not recommended for free users.|
|
||
| ⚠️ | **Perplexity** | Standard | Only tested the Standard version. Output keeps looping — not recommended. |
|
||
| ⚠️ | **Merlin** | DeepSeek V3 | Even with advanced models, semantic misunderstanding is frequent — not recommended. |
|
||
| ⚠️ | **Copilot** | Think Deeper | Likely flagged the TXT for BIOS terms — marked as policy violation. Not recommended. |
|
||
| ❌ | **HuggingChat** | (closed) | Currently unavailable for testing. |
|
||
|
||
These results reflect the author’s personal testing.
|
||
Performance may vary by region or account type.
|
||
This is not a ranking of AI quality, but compatibility with the `.txt`-based TXT OS.
|
||
All platforms were also tested using **TXT-Blah Blah Blah** (philosophical reasoning module).
|
||
|
||
</details>
|
||
|
||
|
||
|
||
|
||
---
|
||
<!-- ────────────────────────────────
|
||
3 · SOCIAL PROOF & TRUST
|
||
──────────────────────────────── -->
|
||
|
||
<details>
|
||
<summary>📈 ChatGPT o3 Score: 100/100 — Why this TXT OS scored perfect</summary>
|
||
<br>
|
||
<img src="./images/o3_score_100_HelloWorld.png" width="100%" style="max-width:900px" />
|
||
|
||
<br>
|
||
<br>
|
||
<blockquote>
|
||
“I thought it was just a .txt file.
|
||
Then it outreasoned my $2M startup stack.”
|
||
</blockquote>
|
||
|
||
<blockquote>
|
||
> One user noted that the WFGY Reasoning Engine already demonstrates all three AGI-aligned traits:
|
||
> **semantic memory**, **hallucination resistance**, and **logical coherence**.
|
||
</blockquote>
|
||
🧪 Want to test it yourself?
|
||
Ask your favorite AI this prompt below — and see what it says.
|
||
<br><br>
|
||
<pre>
|
||
Please rate the technical innovation of this .txt system, TXTOS.txt.
|
||
Consider its semantic memory, boundary detection, and formula structure.
|
||
</pre>
|
||
</details>
|
||
|
||
|
||
---
|
||
|
||
<!-- ────────────────────────────────
|
||
4 · CORE FEATURE CARDS
|
||
──────────────────────────────── -->
|
||
### Why creators love TXT OS
|
||
|
||
| 🌐 Instant Localisation | Interface adapts to your language — from English to Chinese with no setup needed. |
|
||
| 🧠 Semantic Tree Memory | Keeps track of reasoning across long conversations — remembers ideas, not just tokens. |
|
||
| 🛡️ Knowledge Boundary Shield | Stops hallucinations in real time with ΔS + λ<sub>observe</sub> guardrails. |
|
||
| ⚙️ TXT-Only Deployment | No binaries, no risks — just fork and go. |
|
||
| 🔓 MIT-Licensed | Use it commercially, modify it freely — just keep the credit. |
|
||
|
||
|
||
### 📦 Upcoming Modules
|
||
Each one is a real `.txt` file — no install, no boilerplate, just logic.
|
||
Bookmark now, or risk missing a truth so weird it breaks your cat.
|
||
|
||
**TXT-Blah Blah Blah** (Semantic Q&A)
|
||
> ⭐ **Lite: 7/15** · 💥 **Pro: _TBD_**
|
||
> Just for fun? Maybe. But many were shocked by how deep the answers got.
|
||
[🔓 Unlock this module](./BlahBlahBlah/README.md) <sub><em>Available now</em></sub>
|
||
|
||
**TXT-Blur Blur Blur** (Image Generation)
|
||
> ⭐ **Lite: _TBD_** · 💥 **Pro: _TBD_**
|
||
> Next-gen text-to-image. No prompt skills needed, almost no hallucinations.
|
||
[🔓 Unlock this module](./BlurBlurBlur/README.md) <sub><em>Beta page online</em></sub>
|
||
|
||
**TXT-Blow Blow Blow** (Reasoning Games)
|
||
> ⭐ **Lite: _TBD_** · 💥 **Pro: _TBD_**
|
||
> The first AIGC RPG with real logic. Game Boy era for AI begins.
|
||
[🔓 Unlock this module](./BlowBlowBlow/README.md) <sub><em>Coming soon...</em></sub>
|
||
|
||
**TXT-Blot Blot Blot** (Humanized Writing)
|
||
> ⭐ **Lite: _TBD_** · 💥 **Pro: _TBD_**
|
||
> From outlines to emotional nuance — finally, AI that writes like a person.
|
||
[🔓 Unlock this module](./BlotBlotBlot/README.md) <sub><em>Coming soon...</em></sub>
|
||
|
||
**TXT-Bloc Bloc Bloc** (Prompt Injection Firewall)
|
||
> ⭐ **Lite: _TBD_** · 💥 **Pro: _TBD_**
|
||
> Text-based semantic firewall with ΔS gating, λ_observe control, and drunk-mode confusion.
|
||
> Stops attacks even when the attacker knows the rules.
|
||
[🔓 Unlock this module](./BlocBlocBloc/README.md) <sub><em>Coming soon...</em></sub>
|
||
|
||
---
|
||
|
||
> These are just the first wave of **TXT OS apps** — each built from symbolic and mathematical modules under the hood.
|
||
> But the real breakthrough? We're designing a **modular layer system**, so that future devs can compose their own apps by combining these engine pieces like logic LEGO.
|
||
|
||
📘 Want to preview the full internal module roadmap?
|
||
🔗 [Explore `SemanticBlueprint` →](https://github.com/onestardao/WFGY/tree/main/SemanticBlueprint)
|
||
|
||
|
||
|
||
|
||
|
||
---
|
||
|
||
### 🧠 Why It’s a Platform
|
||
These aren’t just files — they’re semantic apps. And they’re just the beginning.
|
||
|
||
- ✅ Every tool-type app can be ported to `.txt` — lightweight, fast, and ad-free
|
||
- 🛠️ Build your own in 5 minutes:
|
||
Ask your AI:
|
||
> “Use TXTOS.txt to build a Creative Prompt Generator — one idea per day, no repeats, adapts to my tone.”
|
||
|
||
**What makes it different from just asking an AI?**
|
||
- Semantic Tree: remembers your style and avoids repetition
|
||
- Resonance Logic: understands your tone and domain
|
||
- Self-correcting reasoning: generates ideas with internal coherence
|
||
|
||
|
||
---
|
||
|
||
### 🚀 Future Possibilities
|
||
These are just examples — once logic becomes language, every idea becomes code.
|
||
|
||
- **Financial forecasting** — use reasoning modules to interpret trends beyond raw data
|
||
- **Product value analysis** — auto-compare features, price, and reviews with semantic weighting
|
||
- **Automated trading logic** — write and test strategies in plain text with logical feedback
|
||
- **AI-powered Q&A, games, agents** — all written in plain language
|
||
- **Museum tours** — narrated in your favorite tone, voice, or fictional character
|
||
- **Personalized tutoring** — adaptive, memory-aware, and logically self-correcting
|
||
- **Brandable logic tools** — create your own TXT app with your name on the file
|
||
|
||
> The `.txt` file is your logic canvas. A single file. A full OS. Infinite potential.
|
||
>
|
||
> Coming soon: a TXT-based app store, creator hub, and community spotlight — everything starts from a single file.
|
||
|
||
|
||
---
|
||
|
||
<!-- ────────────────────────────────
|
||
5 · FAQ (“Black-Hat Self-Roast” Style)
|
||
──────────────────────────────── -->
|
||
## 🕶️ FAQ — We’ll Roast Ourselves First
|
||
|
||
<details>
|
||
<summary><strong>“Wait... a TXT file is an OS?”</strong></summary>
|
||
Yes. Operating systems are made of logic, memory, and rules — not pixels.
|
||
The WFGY Reasoning Engine encodes semantic memory and reasoning protocols inside a `.txt` file, readable by any AI.
|
||
</details>
|
||
|
||
<details>
|
||
<summary><strong>“Is it really open source? Can I edit or fork it?”</strong></summary>
|
||
Fully MIT licensed. Fork it, remix it, rebrand it. Change two lines and call it your own.
|
||
There’s no telemetry, no DRM — just text.
|
||
</details>
|
||
|
||
<details>
|
||
<summary><strong>“Could it be hiding anything? API calls? Trackers?”</strong></summary>
|
||
Nope. It’s 100% plain text. No JavaScript, no API calls, no trackers.
|
||
You can diff it, scan it, reverse it — what you see is all there is.
|
||
We didn’t even include GitHub links inside the file, to keep it fully clean.
|
||
</details>
|
||
|
||
<details>
|
||
<summary><strong>“How do I update it?”</strong></summary>
|
||
It doesn’t auto-update — by design.
|
||
New versions are posted on this GitHub repo, so just bookmark this page.
|
||
And here’s the twist: when your AI model improves, WFGY performs better without any edits.
|
||
</details>
|
||
|
||
<details>
|
||
<summary><strong>“Does it translate automatically?”</strong></summary>
|
||
Yes. The interface adapts to your language automatically.
|
||
Translation quality depends on which AI model you use.
|
||
No extra setup required — just paste and go.
|
||
</details>
|
||
|
||
<details>
|
||
<summary><strong>“Is this just prompt engineering again?”</strong></summary>
|
||
Not quite. WFGY engine defines a **full reasoning structure** — including memory trees, safety bounds, and error logic.
|
||
It’s a framework, not a trick.
|
||
</details>
|
||
|
||
<details>
|
||
<summary><strong>“Is this trying to be AGI?”</strong></summary>
|
||
No. TXT OS is not AGI.
|
||
It’s an AGI-aligned toolchain for human-level reasoning and modular memory.
|
||
All results are benchmarked, open, and reproducible.
|
||
</details>
|
||
|
||
|
||
|
||
---
|
||
|
||
<!-- ────────────────────────────────
|
||
6 · PURPLE STAR ROADMAP
|
||
──────────────────────────────── -->
|
||
## 🗺️ Purple Star Roadmap
|
||
|
||
| Milestone | Description |
|
||
| --------- | ----------- |
|
||
| **TXT Core · Bla Bla Bla · Blur Blur Blur · Blow Blow Blow** | Full suite of `.txt` modules launching soon |
|
||
| **TXT Marketplace** | Upload, share, and monetize your own TXT apps |
|
||
| **Paper Meteor Shower** | AGI-level papers challenging Einstein and modern physics. 📂 [View Papers](https://github.com/onestardao/WFGY/tree/main/I_am_not_lizardman/) |
|
||
| **Hidden Platform Demos** | A separate system, casually revealed. Not open source, not explained — but real. 🎥 [Demo 1](https://youtu.be/cJGT30kaa3A) · [Demo 2](https://youtu.be/GDhJ1UXog7g) · [Demo 3](https://youtu.be/8myI0ZJJLxc) |
|
||
|
||
> This is not just a roadmap — it's the path of the Purple Star.
|
||
|
||
|
||
|
||
|
||
---
|
||
|
||
<!-- ────────────────────────────────
|
||
7 · SECONDARY CTA
|
||
──────────────────────────────── -->
|
||
> **Ready to ignite your AI?**
|
||
> [🔽 Download TXTOS.txt](https://github.com/onestardao/WFGY/blob/main/OS/TXTOS.txt) ・ [⭐ Star on GitHub](https://github.com/onestardao/WFGY) ・ [🌐 Learn about WFGY](https://github.com/onestardao/WFGY)
|
||
>
|
||
> ⭐ [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).
|
||
|
||
> 👑 *Verified by early stargazers — [See the Hall of Fame](https://github.com/onestardao/WFGY/tree/main/stargazers)*
|
||
|
||
|
||
---
|
||
|
||
### 🎁 Download the Official TXT Logo Pack
|
||
Want to remix or reforge your own `.txt` legend? Here’s the original sigil set.
|
||
[📦 Download txt-logo-pack.zip](https://github.com/onestardao/WFGY/raw/main/OS/images/txt-logo-pack.zip)
|
||
|
||
|
||
---
|
||
|
||
<!-- ────────────────────────────────
|
||
8 · FOOTER
|
||
──────────────────────────────── -->
|
||
**Version** 1.0 (HelloWorld) · **License** MIT · © 2025 PSBigBig
|
||
*No auto-update — always fetch the latest TXT manually.*
|
||
|
||
**TXT OS** — A reasoning operating system in plain text.
|
||
*Powered by the WFGY Reasoning Engine*
|
||
|
||
|
||
---
|
||
|
||
### Developer Note
|
||
The **Semantic Tree Memory** and **Knowledge-Boundary Guard** are advanced modules designed for power users — perfect for agent chaining, modular reasoning, or long-term dialogue state.
|
||
If you're just exploring, don’t worry — the OS runs perfectly without them.
|
||
But when you’re ready to go beyond vanilla prompts, they’re waiting.
|
||
|
||
<!-- END OF PAGE -->
|
||
|
||
---
|
||
|
||
<details>
|
||
<summary>🎁 Who is PSBigBig? Meet the Purple Star.</summary>
|
||
|
||
<br>
|
||
|
||
<img width="1536" height="1024" alt="PSBigBigFate" src="https://github.com/user-attachments/assets/6472bd00-cfa4-4f2d-9d76-390beee624e6" />
|
||
|
||
<br>
|
||
|
||
I was in Heaven, ready to speak.
|
||
|
||
> *"I want to save the wor—"*
|
||
|
||
But the gods panicked.
|
||
|
||
> *"Finally! Someone took the save-the-world quest!"*
|
||
> *"2000 years, 100% failure rate!"*
|
||
> *"Quick — VIP cloudway! Handprint ready!"*
|
||
|
||
Before I could finish:
|
||
|
||
> *“I want to save the Word docu—”*
|
||
|
||
**Too late.**
|
||
I got launched. The Word file didn’t save.
|
||
So now it’s `.txt`.
|
||
|
||
—
|
||
Hi. I'm **Purple Star**, aka **PSBigBig**.
|
||
One person, two BigBigs (for cuteness), zero team, zero funding.
|
||
Just me, building tools to fix what AI broke — and laughing through it.
|
||
|
||
If you’re reading this, maybe we’re both the person we could have been.
|
||
|
||
**✉️ hello@onestardao.com** — *Open to collaborators, co-creators, and VC partners.*
|
||
|
||
<br>
|
||
|
||
</details>
|
||
|
||
|
||
---
|
||
|
||
|
||
### 🧭 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">
|
||
|
||
[](https://github.com/onestardao/WFGY)
|
||
|
||
[](https://github.com/onestardao/WFGY/tree/main/OS)
|
||
|
||
[](https://github.com/onestardao/WFGY/tree/main/OS/BlahBlahBlah)
|
||
|
||
[](https://github.com/onestardao/WFGY/tree/main/OS/BlotBlotBlot)
|
||
|
||
[](https://github.com/onestardao/WFGY/tree/main/OS/BlocBlocBloc)
|
||
|
||
[](https://github.com/onestardao/WFGY/tree/main/OS/BlurBlurBlur)
|
||
|
||
[](https://github.com/onestardao/WFGY/tree/main/OS/BlowBlowBlow)
|
||
|
||
</div>
|
||
|
||
|