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⭐ 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: Oct 13, 2025
PSBigBig — Self-Unlocked
| Date | Product | Type | Description | Status |
|---|---|---|---|---|
| 06/15 | WFGY 1.0 | Theory | Project home and baseline reference for the WFGY stack. | ✅ |
| 07/02 | TXTOS | Application | Text-native reasoning OS modules and runtime glue for real tasks. | ✅ |
| 07/15 | TXT: Blah Blah Blah | Application | Embedding and semantics submodule integrated with TXTOS. | ✅ |
| 07/28 | Problem Map 1.0 | Teaching | The original 16-mode diagnostic map for failure modes and fixes. | ✅ |
| 07/28 | Problem Map 2.0 | Teaching | RAG-focused recovery tree and pipeline with practical playbooks. | ✅ |
| 07/28 | Semantic Clinic | Teaching | Injection, memory bugs, drift catalog with triage and treatment patterns. | ✅ |
| 07/30 | Semantic Blueprint | Theory | Layer-based symbolic reasoning blueprint and semantic modulation notes. | ✅ |
| 09/05 | Global Fix Map | 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) | Application | The engine stack: BBMC, Coupler, BBAM, and safety with runnable defaults, hooks, and math. | ✅ |
| 09/08 | 1000 | Blur Blur Blur | 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 | 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 → |
| Problem Map 1.0 | Initial 16-mode diagnostic and symbolic fix framework | View → |
| Problem Map 2.0 | RAG-focused failure tree, modular fixes, and pipelines | View → |
| Semantic Clinic Index | Expanded failure catalog: prompt injection, memory bugs, logic drift | View → |
| Semantic Blueprint | Layer-based symbolic reasoning & semantic modulations | View → |
| Benchmark vs GPT-5 | Stress test GPT-5 with full WFGY reasoning suite | View → |
| 🧙♂️ Starter Village 🏡 | New here? Lost in symbols? Click here and let the wizard guide you through | Start → |
👑 Early Stargazers: See the Hall of Fame —
Engineers, hackers, and open source builders who supported WFGY from day one.
⭐ WFGY Engine 2.0 is already unlocked. ⭐ Star the repo to help others discover it and unlock more on the Unlock Board.