Humanize FAQs

Question 1

What is the Purpose of the Goal Tracker?

Accepted Answer

The Goal Tracker prevents 'goal drift' by maintaining an immutable record of the original project goals and acceptance criteria, forcing any deviations to be explicitly documented and justified.

Question 2

What is the RLCR loop in Humanize?

Accepted Answer

RLCR stands for Ralph-Loop with Codex Review. It is a two-phase workflow where one AI implements a development plan while a second AI (Codex) independently reviews the output to ensure completeness and quality.

Question 3

How does structured planning work?

Accepted Answer

Humanize can take a rough draft and generate a formal plan including positive/negative test cases, path boundaries (scope limits), and milestone sequencing to guide the AI implementation accurately.

Question 4

How does Humanize handle PR reviews?

Accepted Answer

The PR Loop monitors your GitHub Pull Request for comments from specified bots, automatically analyzes the requested changes, implements fixes, and pushes updates until the bots approve the PR.

Question 5

Does this skill require external tools?

Accepted Answer

Yes, Humanize requires the OpenAI Codex CLI for independent code reviews and the GitHub CLI (gh) for managing PR automation and bot feedback loops.

Humanize

主要功能

使用场景

Humanize

主要功能

使用场景