# Optimize · KingInYellows

> Run a metric-driven optimization pass: parallel candidate variants scored against an LLM-as-judge analytic rubric. Use when comparing approaches against a measurable goal — anywhere 'better' can be expressed as a per-criterion rubric. For session-level plan-adherence and scope-drift review, use /flow:review instead.

## Facts
- Page: https://tashan.sh/capability/skill-kinginyellows-optimize
- tashan id: skill:KingInYellows/optimize
- Source: https://github.com/KingInYellows/yellow-plugins
- Type: skill
- Category: devtools
- tashan score: 52.0 / 100
- Adoption: 14.0
- Upkeep: 100.0
- Freshness: 100.0
- Evidence coverage: 84% of the inputs this score can use
- Health: active
- Instruction depth: not yet graded
- License: MIT
- Official: no

## Install

```sh
cp -r optimize ~/.claude/skills/
```

## Security audit
Not scanned. We audit npm-published capabilities; this one has no npm package we can resolve, or has not reached the queue. This is not a clean bill of health.

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Measured 2026-09-12 by tashan (https://tashan.sh) from public evidence. Scorer s5.