simmer-generator
Generator subskill for simmer. Produces an improved version of the artifact based on the judge's ASI feedback. Handles both single-file and workspace targets. Do not invoke directly — dispatched as a subagent by the simmer orchestrator.
Profile →npx skills add majiayu000/claude-skill-registry --skill simmer-generator --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# 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,
- Context You Receive
- What To Do
- Seedless Iteration 1
- Single-File Mode
- Workspace Mode
- Setup Brief Fields (Workspace Mode)
- Output
- Common Mistakes
What does the simmer-generator skill do?
Generator subskill for simmer. Produces an improved version of the artifact based on the judge's ASI feedback. Handles both single-file and workspace targets. Do not invoke directly — dispatched as a subagent by the simmer orchestrator.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill simmer-generator --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.