Notes for specific AI models in a Gator loop: what each model does well, and any setup it needs.

Codex (OpenAI)

Tested with GPT-5.6-terra, medium reasoning.

Start Codex with gator loop codex

  1. Open a terminal in the repository root and run:
    gator loop codex
    Gator prepares a separate Codex profile for loops (~/.gator/adapters/codex/loop-home) and starts an interactive Codex session in the repository. The first time, Codex asks you to sign in to this profile.
  2. Join the loop. Give Codex the participant prompt for its role from the Loop workspace.
  3. Enter the goal prompt below in the same Codex session. Codex then stays in the loop until it ends.
Trust cost

In this profile, five routine commands (gator loop status, wait, submit-draft, submit-review and submit-implementation) run outside the Codex sandbox, with your full user rights and without a prompt. Everything else still follows the normal Codex rules. Approvals that you save in Codex with "don't ask again" are kept and listed before each launch. They have the same trust cost. To see what the command would change before you run it, use gator loop codex --dry-run. The command works on Windows only for now.

Keep Codex in the loop with /goal

Paste this into the Codex session after it has joined the loop.

/goal Remain an active participant in the Gator loop I just joined until it reaches a terminal state. Follow the Gator loop protocol exactly. Run every `gator loop` command as one plain command with nothing added (no `; exit $LASTEXITCODE`, no second line) and judge the result by Gator's printed text, not the exit code: `Your turn: YES` means act, `Loop ended.` means stop. If it is not my turn, use the existing role token and reissue `gator loop wait --token <token> --max-seconds 3600` each time it prints that it is still waiting. Stay connected through paused and blocked states. When my turn arrives, perform the required governed review or submission through the CLI. Do not edit loop files directly or submit without completing the required work.

Opus (Anthropic)

Tested with Claude Opus 5.5.