⭐ 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 _Type legend: **Theory** (concepts, specs, PDFs) · **Application** (engines, OS modules, tools) · **Teaching** (maps, tutorials, clinics)_ _Last updated: March 8, 2026_ --- ## PSBigBig — Self-Unlocked | Date (YYYY/MM/DD) | Product | Type | Description | Status | |------------------:|---------|------|-------------|:-----:| | 2025/06/15 | [WFGY 1.0](https://github.com/onestardao/WFGY/blob/main/legacy/README.md) | Theory | Project home and baseline reference for the WFGY stack. | ✅ | | 2025/07/02 | [TXTOS](https://github.com/onestardao/WFGY/blob/main/OS/README.md) | Application | Text-native reasoning OS modules and runtime glue for real tasks. | ✅ | | 2025/07/15 | [TXT: Blah Blah Blah](https://github.com/onestardao/WFGY/blob/main/OS/BlahBlahBlah/README.md) | Application | Embedding and semantics submodule integrated with TXTOS. | ✅ | | 2025/07/28 | [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. | ✅ | | 2025/07/28 | [Semantic Clinic](https://github.com/onestardao/WFGY/blob/main/ProblemMap/SemanticClinicIndex.md) | Teaching | Injection, memory bugs, drift catalog with triage and treatment patterns. | ✅ | | 2025/07/30 | [Semantic Blueprint](https://github.com/onestardao/WFGY/blob/main/SemanticBlueprint/README.md) | Theory | Layer-based symbolic reasoning blueprint and semantic modulation notes. | ✅ | | 2025/09/05 | [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. | ✅ | | 2025/09/14 | [Your Grandma Knows the 16 AI Bugs](https://github.com/onestardao/WFGY/tree/main/ProblemMap/GrandmaClinic) | Teaching | Everyday analogies for each failure mode — from coffee machine hallucinations and 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. | ✅ | | 2026/01/31 | [WFGY 3.0 · Singularity Demo](https://github.com/onestardao/WFGY/blob/main/TensionUniverse/WFGY-3.0_Singularity-Demo_AutoBoot_SHA256-Verifiable.txt) | Evaluation | Reproducible, AI-driven self-evaluation arena. A TXT-based entry point that lets models read, run, and assess WFGY under pressure without fine-tuning. | ✅ | | 2026/03/03 | [Problem Map 2.0 Global Debug Card](https://github.com/onestardao/WFGY/releases/tag/WFGY-Global-Debug-Card) | Teaching | Image-as-protocol diagnostic card for RAG runs. A compact visual workflow for classifying failures, tracing root causes, and guiding minimal structural fixes across Q/E/P/A. | ✅ | **Notes:** Personal self-unlocks turned on directly by PSBigBig. Links and descriptions may evolve as modules mature, but the unlock timeline is intentionally preserved. --- ## 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 | [TXT: 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 | Layer | Page | What it’s for | | --- | --- | --- | | ⭐ Proof | [WFGY Recognition Map](/recognition/README.md) | External citations, integrations, and ecosystem proof | | ⚙️ Engine | [WFGY 1.0](/legacy/README.md) | Original PDF tension engine and early logic sketch (legacy reference) | | ⚙️ Engine | [WFGY 2.0](/core/README.md) | Production tension kernel for RAG and agent systems | | ⚙️ Engine | [WFGY 3.0](/TensionUniverse/EventHorizon/README.md) | TXT based Singularity tension engine (131 S class set) | | 🗺️ Map | [Problem Map 1.0](/ProblemMap/README.md) | Flagship 16 problem RAG failure taxonomy and fix map | | 🗺️ Map | [Problem Map 2.0](/ProblemMap/wfgy-rag-16-problem-map-global-debug-card.md) | Global Debug Card for RAG and agent pipeline diagnosis | | 🗺️ Map | [Problem Map 3.0](/ProblemMap/wfgy-ai-problem-map-troubleshooting-atlas.md) | Global AI troubleshooting atlas and failure pattern map | | 🧰 App | [TXT OS](/OS/README.md) | .txt semantic OS with fast bootstrap | | 🧰 App | [Blah Blah Blah](/OS/BlahBlahBlah/README.md) | Abstract and paradox Q&A built on TXT OS | | 🧰 App | [Blur Blur Blur](/OS/BlurBlurBlur/README.md) | Text to image generation with semantic control | | 🏡 Onboarding | [Starter Village](/StarterVillage/README.md) | Guided entry point for new users | If this repository helped, starring it improves discovery so more builders can find the docs and tools. [](https://github.com/onestardao/WFGY)