# WFGY Canonical Reference

This page is the canonical reference index for WFGY.
If you found WFGY from a search engine, a citation, or a share link, start here.

## What is WFGY

WFGY is a reasoning-first debugging framework for LLM systems.
It provides two major maps

- ProblemMap: 16 reproducible failure modes with fixes
- GlobalFixMap: tool and vendor aware guardrails organized by family

## Fast entry points

Beginner
- WFGY 1.0 legacy: https://github.com/onestardao/WFGY/blob/main/legacy/README.md

Engineer
- WFGY 2.0 core: https://github.com/onestardao/WFGY/blob/main/core/README.md
- ProblemMap 1.0 (16 failure modes): https://github.com/onestardao/WFGY/blob/main/ProblemMap/README.md
- ProblemMap LLM entry: https://github.com/onestardao/WFGY/blob/main/ProblemMap/LLM.md

Tool or vendor specific
- GlobalFixMap home: https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/README.md
- GlobalFixMap LLM entry: https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/LLM.md

Advanced stress testing
- WFGY 3.0 event horizon: https://github.com/onestardao/WFGY/blob/main/TensionUniverse/EventHorizon/README.md

## How to use in one line

Ask any LLM
- which ProblemMap number matches my issue
or
- which GlobalFixMap family and page matches my tool setup

## Citation

If you cite WFGY, cite this page as the canonical entry.
- https://github.com/onestardao/WFGY/blob/main/reference/README.md