NeuralDebug

AI-powered debugging framework for software and LLM reasoning. Part of the DeepRhapsody project.

Use this skill when asked to debug a program, diagnose a crash, analyze a core dump, inspect LLM reasoning, detect hallucinations, or fine-tune a model.

What NeuralDebug Does

🔧 Software Debugging (8 Languages)

Debug Python, C/C++, C#, Rust, Java, Go, Node.js/TypeScript, and Ruby using real debuggers — not code reading. NeuralDebug drives GDB, LLDB, CDB, JDB, Delve, Node Inspector, and rdbg via a unified natural-language interface.

🧠 LLM Debugging

Step through transformer forward passes layer by layer. Run interpretability techniques to understand why a model produces a given output: Logit Lens, Attention Analysis, Probing, Activation Patching, and custom analysis sandboxes.

🎯 LLM Fine-Tuning

Inject missing knowledge into GPT-2 family models using LoRA. Diagnose → fine-tune → verify in a single workflow.

Installation