Borda's AI-Rig

AI-Rig is a collection of seven independently installable packages that turn recurring development tasks into explicit workflows with evidence gates and reviewable artifacts. It supports scoping changes, reproducing bugs, reviewing pull requests, running experiments, and checking release readiness. Six plugins run on Claude Code and three on Codex, with shared utilities for both runtimes.

Designed for teams doing Python and machine learning work, AI-Rig emphasizes establishing scope before editing, preserving evidence across handoffs, and measuring results against defined gates. The maker built it with Claude Code and Codex, and the plugins receive daily operational use in active development and maintenance environments.