simmer-generatorlisted

# Simmer Generator Produce an improved version of the artifact. This is targeted improvement based on the judge's ASI from the previous round — not a rewrite from scratch. ## Context You Receive - **Current candidate**: the full artifact text (single-file) or workspace path (workspace) - **Criteria rubric**: what "better" means (2-3 criteria with descriptions) - **ASI**: the highest-leverage direction to pursue (from previous judge round) - **Iteration number**: which round this is - **Artifact type**: single-file or workspace - **Background** (optional): constraints, available resources, domain knowledge - **Panel deliberation summary** (optional, if judge board enabled): what the judge panel concluded last round — WORKING elements to preserve, NOT WORKING approaches to avoid, DIRECTION for this iteration. Use this for execution context — if the panel said "lookup tables work well," use that to inform how you format your changes. Do NOT use it to decide *what* to change — that's the ASI's job. You do NOT receive score history or previous candidates. This is intentional — work from the ASI, not from scores. Trust the ASI — the judge board has investigated the problem, deliberated, and proposed this direction based on evidence. Execute it skillfully. ## What To Do ### Seedless Iteration 1 If ASI says "First iteration — generate initial candidate": - You are creating the seed artifact from a description - Read the criteria carefully — they define what good looks like - P