home/categories/llm-ai/patricio0312rev-skills-ai-engineering-llm-debugger-skill-md
llm-aidata-ai

llm-debugger

Diagnoses LLM output failures including hallucinations, constraint violations, format errors, and reasoning issues. Provides root cause classification, prompt fixes, tool improvements, and new test cases. Use for "debugging AI", "fixing prompts", "quality issues", or "output errors".

patricio0312rev
maintainer
patricio0312rev
Updated 1/12/2026
Stars
6
Forks
0
quick start

Installation and usage

Diagnoses LLM output failures including hallucinations, constraint violations, format errors, and reasoning issues. Provides root cause classification, prompt fixes, tool improvements, and new test cases. Use for "debugging AI", "fixing prompts", "quality issues", or "output errors".

Installation
$ install --globalskills.sh
Usage

Once installed, you can use this skill by running the following command in your terminal:

skills use llm-debugger