Auto Optimize
Description
--- name: auto-optimize description: "Self-improving agent optimization — generates challenger variants of any agent/command, benchmarks against baseline, promotes winners, logs learnings to instincts. Inspired by Karpathy's autoresearch pattern." arguments: - name: target description: "Agent or command to optimize (e.g., 'code-reviewer', 'security-hardener', '/production-upgrade')" required: true - name: challengers description: "Number of challenger variants to generate (defaul
Installation
Installs to ~/.claude/commands/shaheerkhawaja-productionos-auto-optimize.md
mkdir -p ~/.claude/commands && curl -fsSL https://raw.githubusercontent.com/ShaheerKhawaja/ProductionOS/HEAD/.claude/commands/auto-optimize.md -o ~/.claude/commands/shaheerkhawaja-productionos-auto-optimize.md Restart Claude Code, or start a new session, for it to be picked up.
Full documentation available on GitHub
View Source RepositoryRelated Skills
Auto Update
Pull the latest ECC repo changes and reinstall the current managed targets.
Ecc Guide
Navigate ECC's current agents, skills, commands, hooks, install profiles, and docs from the live repository su
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Claim an epic issue, stamp coordination state, and sync local ownership.
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Mark epic review requested, approved, or changes requested.
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Sweep blocked epic issues and reopen anything whose dependencies are closed.