positronic

Respond to GitHub PR review comments in one pass — fetch, triage (agree or disagree), fix the valid ones, commit, push, reply to all, and resolve only the threads you fixed (declines, defers, and discussion questions stay open for the human). Use when a PR has reviewer or bot (e.g. Codex) comments to address.

Autonomous design + style pass over recently changed code — rewrites files and commits the result. Invoke only on an explicit polish request (/polish) or from the push-pr flow; NOT for read-only review or analysis asks, which must not modify the worktree. Reviews touched files as a whole (not diff hunks), fixes everything it finds including refactors, iterates until clean, and reports — design changes first.

Manages the convert/train/serve pipeline on Nebius Serverless (Jobs + Endpoints) for H100 work, and local inference serving on desktop/notebook GPUs via Docker contexts. Use for dataset conversion, training jobs, serving checkpoints (remote or local), and end-to-end pipeline validation.