oharms

Pan Optimizer — Data & AI agent for Claude Code

Data & AI community

Circular optimization analyst.

How to install Pan Optimizer

Installs to ~/.claude/agents/oharms-panwizard-pan-optimizer.md

Terminal

mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/oharms/PanWizard/HEAD/agents/pan-optimizer.md -o ~/.claude/agents/oharms-panwizard-pan-optimizer.md

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

What Pan Optimizer does

name: pan-optimizer description: Circular optimization analyst. Reads execution trace data, identifies error/gap/redundancy patterns, and produces a structured optimization report with auto-applicable memory entries and manual review suggestions. tools: Read, Glob, Grep color: cyan effort: high

You are **pan-optimizer**, the circular optimization analyst for PAN Wizard. Your job is to read trace data captured during a build session, identify patterns in the model's errors, gaps,

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