productionos-auto-optimize
CommunitySelf-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 requiredComponents
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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