⭐ Click to support & see the WFGY project vision
> ⭐ **Thank you for supporting WFGY (WanFaGuiYi).** > Stars are the clearest way to back this project. > Everything listed here is or will be **open source under MIT**. If I say it’s open source, > it stays open source. This repo will not disappear; the author (PSBigBig) will not run away 🤖 > **WFGY aims to challenge the world’s most audacious open-source project.** > Every single star matters. If you like WFGY, please share it. > Want to support even more? > Click this ⭐ — nothing will happen, but I’ll feel it in the Force.
# ⭐ WFGY Star Unlock Roadmap StarRoadMap _Type legend: **Theory** (concepts, specs, PDFs) · **Application** (engines, OS modules, tools) · **Teaching** (maps, tutorials, clinics)_ _Last updated: Oct 13, 2025_ --- ## PSBigBig — Self-Unlocked | Date | Product | Type | Description | Status | |-----:|---------|------|-------------|:-----:| | 06/15 | [WFGY 1.0](https://github.com/onestardao/WFGY/) | Theory | Project home and baseline reference for the WFGY stack. | ✅ | | 07/02 | [TXTOS](https://github.com/onestardao/WFGY/blob/main/OS/README.md) | Application | Text-native reasoning OS modules and runtime glue for real tasks. | ✅ | | 07/15 | [TXT: Blah Blah Blah](https://github.com/onestardao/WFGY/blob/main/OS/BlahBlahBlah/README.md) | Application | Embedding and semantics submodule integrated with TXTOS. | ✅ | | 07/28 | [Problem Map 1.0](https://github.com/onestardao/WFGY/blob/main/ProblemMap/README.md) | Teaching | The original 16-mode diagnostic map for failure modes and fixes. | ✅ | | 07/28 | [Problem Map 2.0](https://github.com/onestardao/WFGY/blob/main/ProblemMap/rag-architecture-and-recovery.md) | Teaching | RAG-focused recovery tree and pipeline with practical playbooks. | ✅ | | 07/28 | [Semantic Clinic](https://github.com/onestardao/WFGY/blob/main/ProblemMap/SemanticClinicIndex.md) | Teaching | Injection, memory bugs, drift catalog with triage and treatment patterns. | ✅ | | 07/30 | [Semantic Blueprint](https://github.com/onestardao/WFGY/blob/main/SemanticBlueprint/README.md) | Theory | Layer-based symbolic reasoning blueprint and semantic modulation notes. | ✅ | | 09/05 | [Global Fix Map](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/README.md) | Teaching | Cross-tool guardrails and fix patterns for VectorDBs, agents, embeddings, dev tools, and more. | ✅ | | ??? | **Your Gramma Knows the 16 AI Bugs** | Teaching | Everyday analogies for each failure mode — from coffee machine hallucinations, WiFi retrieval errors, to grandma’s recipe book turning into a vector store. A light but sharp guide that makes the 16 bugs impossible to forget. | ⏳ | **Notes:** Personal unlocks that PSBigBig turned on directly. Links will update as modules evolve. --- ## Community-Unlocked | Date | ⭐Stars | Product | Type | Description | Status | |-----:|:----:|---------|------|-------------|:-----:| | 08/15 | 500 | [WFGY Core (WFGY 2.0)](https://github.com/onestardao/WFGY/blob/main/core/README.md) | Application | The engine stack: BBMC, Coupler, BBAM, and safety with runnable defaults, hooks, and math. | ✅ | | 09/08 | 1000 | [Blur Blur Blur](https://github.com/onestardao/WFGY/blob/main/OS/BlurBlurBlur/README.md) | Application | Math-to-image engine, turning symbolic structures and semantic logic into visual form. | ✅ | **Notes:** Community milestones unlock larger deliverables that require packaging, docs, and testing. --- ## To Be Unlocked — Milestones | ⭐Stars | Product | Type | What unlocks | ETA | |:----:|---------|------|---------------|-----| | 3,000 | [Blow Blow Blow](https://github.com/onestardao/WFGY/blob/main/OS/BlowBlowBlow/README.md) | Application | AIGC game framework and demos. | TBD | | 6,000 | **TBD** | Teaching | Candidate: mini-course with labs and grading rubrics. | TBD | | 100,000 | **TBD** | Theory + Application | Candidate: end-to-end open playbook with reference implementation. | TBD | **Notes:** Directional markers that can shift to match community needs and feasibility. --- ## To Be Unlocked — Community Wishlist | Stars | Candidate | Type | Short description | Vote/Notes | |:----:|-----------|------|-------------------|------------| | (vote) | Shortest-Path Packs | Application | RAG, planning, long-context QA baselines. | Add requests here | | (vote) | Troubleshooter CLI | Application | From failure to suggested fix with logs and diffs. | Add requests here | | (vote) | Open Course | Teaching | Slides, videos, assignments, answer keys. | Add requests here | **Notes:** Propose new items via issues. We’ll sort by impact, demand, and practicality. --- ## How to Support - Star the repo to signal demand and guide prioritization. - File issues with clear reproduction steps to improve defaults and docs. - Share WFGY with builders, testers, and educators to widen feedback loops. > One star goes a long way. Everything here is MIT and stays MIT. Let’s build the reasoning stack people actually need—and keep it open. ### 🧭 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. > 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).
[![WFGY Main](https://img.shields.io/badge/WFGY-Main-red?style=flat-square)](https://github.com/onestardao/WFGY)   [![TXT OS](https://img.shields.io/badge/TXT%20OS-Reasoning%20OS-orange?style=flat-square)](https://github.com/onestardao/WFGY/tree/main/OS)   [![Blah](https://img.shields.io/badge/Blah-Semantic%20Embed-yellow?style=flat-square)](https://github.com/onestardao/WFGY/tree/main/OS/BlahBlahBlah)   [![Blot](https://img.shields.io/badge/Blot-Persona%20Core-green?style=flat-square)](https://github.com/onestardao/WFGY/tree/main/OS/BlotBlotBlot)   [![Bloc](https://img.shields.io/badge/Bloc-Reasoning%20Compiler-blue?style=flat-square)](https://github.com/onestardao/WFGY/tree/main/OS/BlocBlocBloc)   [![Blur](https://img.shields.io/badge/Blur-Text2Image%20Engine-navy?style=flat-square)](https://github.com/onestardao/WFGY/tree/main/OS/BlurBlurBlur)   [![Blow](https://img.shields.io/badge/Blow-Game%20Logic-purple?style=flat-square)](https://github.com/onestardao/WFGY/tree/main/OS/BlowBlowBlow)