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Humanize

Current Version: 1.15.0

Derived from the GAAC (GitHub-as-a-Context) project.

A Claude Code plugin that provides iterative development with independent AI review. Build with confidence through continuous feedback loops.

Core Concepts

  • Iteration over Perfection -- Instead of expecting perfect output in one shot, Humanize leverages continuous feedback loops where issues are caught early and refined incrementally.
  • One Build + One Review -- Claude implements, Codex independently reviews. No blind spots.
  • Ralph Loop with Swarm Mode -- Iterative refinement continues until all acceptance criteria are met. Optionally parallelize with Agent Teams.

How It Works

RLCR Workflow

The loop has two phases: Implementation (Claude works, Codex reviews summaries) and Code Review (Codex checks code quality with severity markers). Issues feed back into implementation until resolved.

Install

/plugin marketplace add git@github.com:humania-org/humanize.git
/plugin install humanize@humania

Requires codex CLI for review. See the full Installation Guide for prerequisites and alternative setup options.

Quick Start

  1. Generate a plan from your draft:

    /humanize:gen-plan --input draft.md --output docs/plan.md
  2. Run the loop:

    /humanize:start-rlcr-loop docs/plan.md
  3. Monitor progress:

    humanize monitor rlcr

Monitor Dashboard

Humanize Monitor

Documentation

License

MIT