groundwork

Groundwork for AI research agents: the complete pipeline from a direction to a submission — with the one stage every other toolkit is missing, a gate that returns NO-GO. Four measurements before the first experiment, a pre-registration git can date, an archive of ten ways a direction dies. Claude Code / Codex / DeepSeek / Kimi. No dependencies.

GitHub

Official source

Start locally with the CLI guide