🛡️ hallucination-guard

Solving the biggest trust problem with AI agents. Not with "double-check that" prompts, but with 14 execution-based verification items.

🎯 Problem Definition

AI agents carry the following trust issues:

Problem Type	Example
Path hallucination	References non-existent files/directories as if they exist
Command hallucination	Describes uninstalled binaries as if they run normally
Library hallucination	Writes code that `import`s packages that don't exist on npm/pip
Numerical hallucination	States unsourced statistics/percentages as fact
Completeness hallucination	Reports "done" while leaving TODO/PLACEHOLDER behind
Consistency hallucination	Uses different names for the same concept within a document