Fully autonomous PR polish loop. Runs N rounds of local bramble review (codex + cursor, optionally + gemini), folds in any existing PR comments and CI failures as round-1 input, fixes findings locally, pushes once at the end.
Compare bramble code-review output across reviewer configs (cursor with composer-2, codex with gpt-5.4-mini, gemini with gemini-3.1-flash-lite-preview). Runs each config three times against the same branch — turn 1 fresh, turn 2 resumed with default follow-up prompt, turn 3 resumed with fresh prompt — to also characterize backend resume behavior, then compares findings side-by-side and logs results.
Build and use a ground-truth eval dataset for bramble code-review. Two modes. COLLECTION scans past /pr-polish'd PRs and judges each into a frozen ground truth — multiple rounds of bramble re-review + an independent judge sub-agent per round, until the judge's full-diff bug census saturates. REPLAY runs a reviewer-under-test and scores it mechanically against that frozen ground truth — precision/recall/F1, no sub-agents, cheap and repeatable.
One-shot review of an external GitHub PR. Checks out the PR into an isolated worktree (or temp clone), runs `bramble code-review` against the diff, and produces a calibrated verdict — APPROVE unless there is a blocking correctness issue, with optional improvements listed separately. Read-only on the remote PR, never pushes. User-invoked only via `/external-pr-review`.
Iterative review of a markdown design document. Reads the doc, proposes a tailored grilling rubric, runs N rounds of codex+cursor (optionally +gemini) against the doc with that rubric, edits between rounds, commits locally each round. Never pushes.
Ensure the current branch is cleanly rebased onto the remote base branch so that `origin/{base}..HEAD` only shows this branch's commits.
"Fully autonomous eval loop for the delegator agent. Runs real-mode tests, analyzes output for usability gaps, spawns fix agents, rebuilds, and re-tests until clean.
Investigate and document CLI protocol behavior for Claude, Codex, and Gemini agent CLIs.