productionos-auto-optimize

Community

Self-improving agent optimization workflow.

AuthorShaheerKhawaja
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Automates the generation and benchmarking of challenger variants for agents or commands to identify top performers, then promotes winners and logs learnings to instincts.

Core Features & Use Cases

  • Generates challenger variants for a given target and runs benchmarking against a baseline.
  • Promotes successful variants and records learnings to improve instincts for future runs.
  • Applies across ProductionOS workflows and Codex-native tasks, enabling iterative optimization with guardrails.

Quick Start

Run productionos-auto-optimize on a target agent to generate challenger variants, benchmark against the baseline, and promote the winner.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: productionos-auto-optimize
Download link: https://github.com/ShaheerKhawaja/ProductionOS/archive/main.zip#productionos-auto-optimize

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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