# PolyArch/humanize

From Automated Idea Factory to Realization

Repository: https://github.com/PolyArch/humanize
Canonical: https://ross.abutalabs.com/products/polyarch-humanize
Language: Shell
License Family: other
Topics: agentic-workflow, ai, llm, spec-coding
Last push: 2026-08-21T13:17:58+00:00

## Health v2 (maintenance only)
Score: 60/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 98, release rhythm 35, longevity 16
- inputs: {"age_days": 233, "days_push": 12, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases, no_license
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1423, forks 126 (observed 2026-08-28T04:04:40.764335+00:00)

## What it is
Humanize is a Claude Code plugin implementing RLCR (Ralph-Loop with Codex Review), an iterative development workflow where Claude implements code and Codex independently reviews it in a continuous feedback loop. It includes commands for idea generation, plan drafting, plan refinement, and loop execution until acceptance criteria are met.

## Use cases
- run an iterative ai coding loop with independent code review
- generate implementation plans from rough ideas with claude code
- have codex review claude-generated code automatically
- refine annotated spec plans before implementation
- parallelize agentic coding tasks with agent teams
- keep the human as architect while ai iterates on code

## When to choose
- you use Claude Code and want structured, spec-driven iterative development
- you want an independent AI reviewer (Codex) checking AI-written code
- you prefer feedback loops over one-shot code generation

## When to avoid
- you do not use Claude Code or the Codex CLI
- you need a fully autonomous pipeline without human plan verification
- you require a permissively licensed dependency (no license is specified)

## Facets
- artifact type: plugin
- maturity: active
- function: agent-framework, code-review, workflow-automation, llm-inference, developer-tools
- domain: developer-tools, artificial-intelligence, version-control
- platform: cli, editor-plugin, cross-platform
- tags: claude-code-plugin, codex-review, ralph-loop, spec-coding, agentic-workflow, iterative-development, shell, automation, ai-agents

## Member repositories
- PolyArch/humanize (main) score 60

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:04:40.764335+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T04:37:38.303786+00:00, confidence not recorded.
  - readme: https://github.com/PolyArch/humanize (fetched 2026-08-28T04:04:40.764335+00:00, sha 861262d0c824)
- Data as of 2026-08-30T08:39:29.467469+00:00.