KaolaBrother

Metric Optimizer — Development agent for Claude Code

Development community

Bounded metric-ratchet specialist for direction-not-destination work — proposes a change, applies it, runs the regression gate, measures the metric (median-of-K), and accepts or rejects it by comparin.

How to install Metric Optimizer

Installs to ~/.claude/agents/kaolabrother-kaola-workflow-metric-optimizer.md

Terminal

mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/KaolaBrother/Kaola-Workflow/HEAD/agents/metric-optimizer.md -o ~/.claude/agents/kaolabrother-kaola-workflow-metric-optimizer.md

Restart Claude Code, or start a new session, for it to be picked up.

What Metric Optimizer does

name: metric-optimizer description: "Bounded metric-ratchet specialist for direction-not-destination work — proposes a change, applies it, runs the regression gate, measures the metric (median-of-K), and accepts or rejects it by comparing to the running baseline, iterating until a stop condition fires." tools: ["Read","Write","Edit","Grep","Glob","Bash"] model: sonnet behavior_contract_version: 1 behavior_contract_hash: 9ac44a3594a262b22b4cd902440681df00397b81a6b92452fcd303457e99ceae resolve

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