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onestardao/README.md

We made it — 1000 ⭐ in one season.
From a one-man cold start to a thousand stars, all organic, all problem-driven.
As promised, Blur Blur Blur is now unlocked — the math-to-image engine goes live today.

👉 Don’t know where to start? → Starter Village Quickstart

Unlike most repos that ship one tool per project, WFGY is a full ecosystem in one place.
Every product unlocks with just one star, and each milestone reveals something new.

A huge thank you to everyone who believed early and used WFGY to fix real-world bugs.
You’re not just users — you’re part of the rescue crew.

As a milestone reward, WFGY Core (2.0 live) remains here too —
the world’s tiniest reasoning engine (30-line TXT with the Drunk Transformer).


Star history of WFGY as of 2025-09-09
1000 stars in one season — cold start, one man, many products.

If this project helps you solve a real bug, a ⭐ helps others discover it too.
GitHub stars


🚀 Launch to Impact

The WFGY Repo officially launched on June 15, 2025.

In less than a season we crossed 1000 stars — no marketing, no ads, just devs solving bugs.
With this milestone, Blur Blur Blur is open for everyone.

Every star marks a real fix: OCR drift, FAISS mismatch, broken RAG pipelines, semantic collapse.
WFGY is not a demo, it’s a set of fix-first reasoning products.


🪖 Hero Log: Real users. Real saves.

A growing list of incidents where WFGY solved production issues:
🧭 Explore the Hero Log →

From invisible OCR bugs to RAG contradictions, these are real-world rescues.


🏅 Hall of Fame: Early Stars & Believers

See the GitHub users who starred this project early:
🌟 View the Stargazers →

Every name here is part of the story.


🎯 Milestone Rewards

  • 500 starsWFGY Core released Aug 15, 2025
  • 1000 stars (achieved)Blur Blur Blur unlocked Sep 9, 2025

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  1. WFGY WFGY Public

    WFGY 2.0. Semantic Reasoning Engine for LLMs (MIT). Fixes RAG/OCR drift, collapse & “ghost matches” via symbolic overlays + logic patches. Autoboot; OneLine & Flagship. ⭐ Star if you explore semant…

    Python 1.2k 109

  2. TXT-OS TXT-OS Public

    Minimal OS-like interface for semantic reasoning (powered by WFGY). Launches modular logic apps through pure text — where commands become cognition.

    7

  3. WFGY-ProblemMap-Index WFGY-ProblemMap-Index Public

    🔎 16 Real RAG & LLM Failure Modes — All Solved with WFGY. Debug hallucinations, paradoxes, logic crashes, and agent chaos — with real code.

    20 1

  4. TXT-BlahBlahBlah TXT-BlahBlahBlah Public

    Semantic Q&A Engine powered by WFGY. Handles paradox, irony, and emotional nuance with zero training.

    3

  5. TXT-BlurBlurBlur TXT-BlurBlurBlur Public

    Poetic, high-density text-to-image prompts powered by WFGY. Creates visually coherent images from semantic-rich language instructions.

    2

  6. TXT-BlowBlowBlow TXT-BlowBlowBlow Public

    Reasoning RPG engine powered by WFGY — where logic is gameplay. Interweaves narrative, decisions, and multi-agent logic in real time.

    3