WFGY/STAR_UNLOCKS.md
2026-03-08 21:40:53 +08:00

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<details>
<summary>⭐ Click to support & see the WFGY project vision</summary>
<br>
> ⭐ **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 its open source,
> it stays open source. This repo will not disappear; the author (PSBigBig) will not run away 🤖
> **WFGY aims to challenge the worlds 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 Ill feel it in the Force.
</details>
# ⭐ WFGY Star Unlock Roadmap
<img width="1536" height="1024" alt="StarRoadMap" src="https://github.com/user-attachments/assets/76775a97-a477-454f-818f-530d445dd9ce" />
_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 grandmas 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. Well 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. Lets build the reasoning stack people actually need—and keep it open.
<!-- WFGY_FOOTER_START -->
### Explore More
| Layer | Page | What its 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.
[![GitHub Repo stars](https://img.shields.io/github/stars/onestardao/WFGY?style=social)](https://github.com/onestardao/WFGY)
<!-- WFGY_FOOTER_END -->