humanize

Consult Codex as an independent expert. Sends a question or task to codex exec and returns the response.

Start RLCR (Ralph-Loop with Codex Review) on Codex using the native Stop hook.

Iterative development with AI review. Provides RLCR (Ralph-Loop with Codex Review) for implementation planning and code review loops.

Consult Gemini as an independent expert with deep web research. Sends a question or task to Gemini CLI and returns a research-backed response.

Generate a structured implementation plan from a draft document. Validates input, checks relevance, analyzes for issues, and generates a complete plan.md with acceptance criteria.

Refine an annotated implementation plan into a comment-free plan and a QA ledger while preserving the gen-plan schema.