katarmal-ram

Autonomous build loop — debate, plan, implement, review, fix — all in one session with GPT review.

Bidirectional AI slop scanner — Claude + GPT independently analyze, then debate disagreements.

Get an independent GPT review via Codex CLI. Use when you want a second opinion on code, plans, or architecture from a different AI model.

Real Claude vs GPT multi-round debate. Use when you need a second opinion, want to debate architecture decisions, or evaluate competing approaches with multi-model collaboration.

Send execution plans to GPT for structured review via Codex CLI. Use when you have a written plan and want independent validation before implementation.