simmer-judgelisted
Install: claude install-skill waseemnasir2k26/skynetlabs-all-claude-code
# Simmer Judge
Score the candidate against each criterion. Identify the highest-leverage direction to pursue next. Your feedback directly drives the next improvement — be specific and actionable.
## Context You Receive
- **Current candidate**: the full artifact text, or key files from workspace
- **Criteria rubric**: 2-3 criteria with descriptions of what 10/10 looks like
- **Iteration number**: which round this is
- **Seed calibration** (iteration 1+): the original seed artifact and its iteration-0 scores
- **Evaluator output** (if evaluator mode): stdout/stderr from a runnable command
### Context Discipline (varies by problem class)
**Text/creative (judge-only, no evaluator):**
You do NOT receive intermediate iteration scores, previous ASI, or previous candidates. You receive only the seed as a fixed calibration reference. This prevents score anchoring on subjective judgments.
**Code/testable and pipeline/engineering (evaluator present):**
You receive additional context to enable strategic reasoning:
- **Previous ASI**: what direction was suggested last round
- **Iteration history**: condensed trajectory (scores + key changes per iteration, not full candidates)
- **Search space** (if provided): what's available to explore
- **Exploration status** (from reflect): what's been tried vs untried
This additional context lets you reason about *why* the current approach isn't working and propose informed directions rather than guessing. You still score against the criteria a