onestardao/WFGY
WFGY: open-source reasoning and debugging infrastructure for RAG and AI agents. Includes the 16-problem RAG failure map, Global Debug Card, and the WFGY 3.0 TXT stress-test engine. ⭐ Star if you care about reliable reasoning and system-level alignment.
Provides a structured troubleshooting routing system that maps AI failures to specific problem families before repair, prioritizing diagnosis over symptom-chasing. The Atlas Router operates as a portable TXT-based diagnostic tool that can be loaded into LLM contexts for real-time failure classification, while the Global Debug Card and 16-problem RAG map serve as visual triage surfaces. Built as a layered ecosystem spanning practical debugging (Problem Map 3.0), cross-tool fix patterns (Global Fix Map), and frontier reasoning capability (WFGY 3.0), with SHA256 verification for reproducible reference implementations.
1,620 stars. Actively maintained with 957 commits in the last 30 days.
Stars
1,620
Forks
146
Language
Jupyter Notebook
License
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Category
Last pushed
Mar 13, 2026
Commits (30d)
957
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