productionos-refine
CommunityGuided Codex refinement for crisp outputs.
AuthorShaheerKhawaja
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This skill helps teams quickly iterate and improve flagged AI outputs by providing structured critique and targeted refinements, reducing cycles of manual review.
Core Features & Use Cases
- Structured critique loop: harvests issues from flagged outputs and documents actionable improvements.
- Focused refinement passes: iteratively improves outputs until convergence or diminishing returns.
- Convergence guardrails: stops when quality improvements plateau to prevent overfitting.
Quick Start
Provide a rapid refinement pass on flagged outputs and present an improvement plan.
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-refine Download link: https://github.com/ShaheerKhawaja/ProductionOS/archive/main.zip#productionos-refine Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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