Optimize Prompt

Prompt optimization pipeline. Given prompt P, improve via critique then compression, with semantic equivalence checks after each stage.

Pipeline

P → [Input Analysis] → [Critique] → P' → [Equiv Check 1] → [Compress] → P'' → [Equiv Check 2] → Output P''

Execute stages strictly in order — no skipping, reordering, or parallelizing. Each stage passes (pipeline continues) or fails (pipeline terminates with explanation).

Stage 0: Input Analysis

Examine P: