AI Prompt Loop Method Studio

Loop Specifications RIGOROUS

Objective Base Prompt

Critique Rubric Weights

Accuracy 0.35

Actionability 0.25

Clarity 0.25

Brevity 0.15

Enforced Guardrails & Rules

Score 92

Passes 3

Est. Tokens 480

Rules 6

Iterative Loop Pipeline Architecture ● CONVERGED (Delta < 2%)

Stage 1: Raw Draft Output (Pre-Loop) ~120 tokens

Stage 4: Loop-Refined Output (Token Diffs) ~480 tokens