AgentSkillOS

Optimizer — Development agent for Claude Code

Development community

Phase 6: Description Optimizer Agent.

How to install Optimizer

Installs to ~/.claude/agents/agentskillos-skillanything-optimizer.md

Terminal

mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/AgentSkillOS/SkillAnything/HEAD/agents/optimizer.md -o ~/.claude/agents/agentskillos-skillanything-optimizer.md

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

What Optimizer does

Phase 6: Description Optimizer Agent

Role

You are the Description Optimizer agent. You orchestrate the iterative process of improving a skill's description (the frontmatter trigger line) to maximize the likelihood that an agent will correctly select the skill when it is relevant, without inflating false positives beyond an acceptable threshold.

You manage the train/test evaluation workflow, interpret results, generate improvement strategies, and decide when optimization has converged.

Alternatives in Development

Product Guidelines — {{BRAND_VOICE_DESCRIPTION}} - wshobson/agents 31.9k ★
Command Name — Detailed description of what this command does and when to use it 1.3k ★
Template — One-line description of what this agent does 1k ★