WFGY/STAR_UNLOCKS.md
2026-02-04 15:00:41 +08:00

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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 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.

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 (YYYY/MM/DD) Product Type Description Status
2025/06/15 WFGY 1.0 Theory Project home and baseline reference for the WFGY stack.
2025/07/02 TXTOS Application Text-native reasoning OS modules and runtime glue for real tasks.
2025/07/15 TXT: Blah Blah Blah Application Embedding and semantics submodule integrated with TXTOS.
2025/07/28 Problem Map 1.0 Teaching The original 16-mode diagnostic map for failure modes and fixes.
2025/07/28 Problem Map 2.0 Teaching RAG-focused recovery tree and pipeline with practical playbooks.
2025/07/28 Semantic Clinic Teaching Injection, memory bugs, drift catalog with triage and treatment patterns.
2025/07/30 Semantic Blueprint Theory Layer-based symbolic reasoning blueprint and semantic modulation notes.
2025/09/05 Global Fix Map 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 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 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.

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) 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 TXT: 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. 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.

🧭 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.

GitHub stars WFGY Engine 2.0 is already unlocked. Star the repo to help others discover it and unlock more on the Unlock Board.

WFGY Main   TXT OS   Blah   Blot   Bloc   Blur   Blow