DIVISION 7 — FIELD MANUAL INDEX ← RETURN TO LAB
FIELD GUIDES

The Field Manual

Everything Division 7 knows about why prompts fail, filed for public reference. Read before submitting, or after, depending on how much you enjoy being right.

The Anatomy of a Bad Prompt

Six named failure patterns behind almost every low-scoring submission, with real exhibits and fixes.

Prompt Engineering Cheat Sheet (That We'll Still Roast)

The real CO-STAR framework, explained straight, then scored against Division 7's own rubric.