i've built this as an extension alongside the Claude harness and made it as model/lineage agnostic as possible. my tools, not theirs. when i sub'd to Codex it was a 1/2 day of agent work to wire it up to work with decent fidelity ("X prompts, run 'em, are [memories:prompt] returned in top N?")