humanize-rlcr

Automate Ralph-Loop with Codex Review flow orchestration across branches and commits.

1.4k|123|Updated Jan 12, 2026
One-click install
npx skills add https://github.com/PolyArch/humanize --skill humanize-rlcr
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanize-rlcr
Source: https://github.com/PolyArch/humanize/tree/main/skills/humanize-rlcr
Command: npx skills add https://github.com/PolyArch/humanize --skill humanize-rlcr

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

RLCR flow orchestration for iterative development with Codex Review is automated, reducing manual handoffs and human errors while improving review quality.

Core Features & Use Cases

  • Automates the RLCR loop lifecycle from setup through finalization, including plan handling, work rounds, code reviews, and summary generation.
  • Enforces state, branch, and plan-file integrity to ensure auditable iterations and safe git workflows.
  • Use cases include teams iterating on a live plan and code changes with automated checkpoints and native Stop-hook integration.

Quick Start

Run the flow using the provided runtime root scripts to start the RLCR loop with your plan file.

Frequently Asked Questions about humanize-rlcr

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate the RLCR loop lifecycle with iterative code reviews?

Automating the RLCR loop lifecycle is handled by orchestrating setup, work rounds, Codex reviews, and summary generation. It manages state, plan handling, and finalization to reduce manual handoffs and human errors.

What is the best way to manage git branch integrity during iterative development?

Managing git branch integrity during iterative development is enforced through automated checkpoints and state management. This ensures auditable iterations and safe git workflows across branches and commits.

How do I start the RLCR loop using a plan file?

To start the RLCR loop, run the flow using the provided runtime root scripts located under scripts/ with your plan file. This initiates the setup and managed invocation of the native Stop hook.

Does the RLCR flow orchestration support automated finalize checks?

Yes, RLCR flow orchestration supports automated finalize checks. It satisfies requirements for state management, round summaries, and finalization to ensure safe and auditable code reviews.

Can I use this orchestration for teams iterating on a live plan with automated checkpoints?

Yes, you can use this orchestration for teams iterating on a live plan. It is designed for development workflows requiring automated checkpoints, code reviews, and native Stop-hook integration.

Why does iterative development require managed Stop hook invocation?

Managed Stop hook invocation is required to safely finalize work rounds and generate round summaries. It prevents uncontrolled loop termination and ensures plan-file integrity across branches.