If your coding work happens in a terminal, XiaomiMiMo/MiMo-Code is the project to open first. It reads your project, edits files and runs commands, but the part worth testing is the task notes and checkpoints: start a feature on Monday, stop mid-way, and pick it up days later without re-explaining the codebase. A good first run is a small two-step task like renaming a helper function across a few files and running the tests, then close the session and come back to see whether the checkpoint really captures enough context to continue without hints.

For Mac developers, apple/container takes a different angle: it runs Linux containers as lightweight virtual machines on Apple silicon, using standard OCI images. If you have been running containers through a heavier Linux setup and want something that feels native, try pulling one image you already use and checking whether your usual workflow survives.

If you prefer keeping your current tools but giving your coding assistant a repeatable routine, addyosmani/agent-skills offers ready-made workflows for specifications, implementation, tests and review, each with verification steps. Compare it against obra/superpowers, which also organizes development around explicit checkpoints, and pick the one closer to how your team already reviews code.