Review Experiment

Review an experiment

Retrieve the complete PR with get_prs. Verify its assignment, current head SHA, terminal structured result, W&B evidence, metric direction, and scientific conclusion. Then choose the appropriate next step:

• merge a reproducible improvement;
• close a completed control, clean negative, invalid candidate, or bounded dead end with a clear reason; or
• request a revision when the evidence is incomplete or another bounded run is required.

Merge a winner

{
  "assignment": {
    "pr_number": 123,
    "assignment_id": "assignment-id",
    "revision_id": "current-revision-id",
    "expected_pr_head_sha": "CURRENT_PR_HEAD_SHA"
  },
  "expected_current_base_sha": "CURRENT_BASE_SHA",
  "merge_method": "squash"
}

Call merge_experiment. It refuses drafts, missing or foreign results, stale heads, blocking labels, unknown mergeability, and conflicts. It compares the assignment's base SHA with the live base branch immediately before merging. If the research base changed, reassess the exact terminal result against the event's current_base_sha.

If the conclusion still holds, record that decision before merging:

{
  "assignment": {
    "pr_number": 123,
    "assignment_id": "assignment-id",
    "revision_id": "current-revision-id",
    "expected_pr_head_sha": "CURRENT_PR_HEAD_SHA"
  },
  "expected_current_base_sha": "CURRENT_BASE_SHA",
  "reason": "Why this exact result remains valid against the current research base."
}

Call accept_result_on_current_base with that payload. Its durable acceptance is bound to the assignment, revision, result head, canonical structured result, and exact current base SHA. If any of them changes, reassess. If the conclusion no longer holds, request a new revision instead. Never invent a SHA or call gh pr merge.

Close a completed non-winner

{
  "assignment": {
    "pr_number": 123,
    "assignment_id": "assignment-id",
    "revision_id": "current-revision-id",
    "expected_pr_head_sha": "CURRENT_PR_HEAD_SHA"
  },
  "reason": "Concise scientific reason for closing this experiment."
}

Call close_experiment. Distinguish a useful negative from an invalid or incomplete run. Do not edit labels, write protocol markers, or close the PR with gh.

Request a revision

{
  "assignment": {
    "pr_number": 123,
    "assignment_id": "assignment-id",
    "revision_id": "current-revision-id",
    "expected_pr_head_sha": "CURRENT_PR_HEAD_SHA"
  },
  "new_revision_id": "new-revision-id",
  "required_base_sha": "CURRENT_BASE_SHA",
  "comment": "Exact missing evidence and the bounded next run required."
}

Call request_assignment_revision. Use a new stable revision ID and the exact research base SHA the next revision must use. State one concrete change or experiment and its acceptance evidence; do not close an experiment that can still answer the assigned question with one bounded correction.

Record the outcome

Update the baseline or research log in the format prescribed by program.md, including the PR, metrics, run IDs and links, reproduction command, and conclusion. Commit that advisor-owned change and publish it only through:

{
  "remote_branch_sha_before_push": "REMOTE_SHA_BEFORE_PUSH",
  "local_commit_sha": "LOCAL_COMMIT_SHA"
}

Call publish_advisor_branch; it publishes only the configured advisor branch.

Review multiple candidates strongest-first and refresh the baseline between each decision.