AI Forge Judge

Evaluate any LLM-consumed prompt against quality standards, focused on knowledge delta, instruction clarity, and practical usability.

Core Philosophy

Good Prompt = Expert-only Knowledge − What Claude Already Knows

Restating defaults is token waste.

Type	Definition	Treatment
Expert	Claude genuinely doesn't know this	Must keep — this is the value
Activation	Claude knows but may not think of	Keep if brief — serves as reminder
Redundant	Claude definitely knows this	Delete — wastes tokens

Installs

Repository

First Seen

Aug 6, 2026

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