cc-steer triage

Judge every stored candidate lacking a verdict at the current prompt version.

cc-steer triage [OPTIONS]

Incremental and idempotent: verdicts persist per row as soon as each call completes, failed rows stay pending and are retried on the next run, and re-running over a fully judged corpus is a no-op. With --refresh-summary, rows judged at summary fidelity are re-judged; a full-fidelity verdict replaces the summary one once the row’s window hydrates again. A pass that changes data syncs the dataset to HuggingFace; --no-sync skips it.

Full --help output

Usage: cc-steer triage [OPTIONS]

  Judge every stored candidate lacking a verdict at the current prompt
  version.

  Incremental and idempotent: verdicts persist per row as soon as each call
  completes, failed rows stay pending and are retried on the next run, and re-
  running over a fully judged corpus is a no-op. With ``--refresh-summary``,
  rows judged at summary fidelity are re-judged; a full-fidelity verdict
  replaces the summary one once the row's window hydrates again. A pass that
  changes data syncs the dataset to HuggingFace; ``--no-sync`` skips it.

Options:
  --model [small|medium|large]  Judge model tier.  [default: medium]
  --limit INTEGER               Judge at most this many rows this pass.
  --concurrency INTEGER         Maximum concurrent claude subshells.
                                [default: 8]
  --refresh-summary             Also re-judge rows whose verdict was recorded
                                at summary fidelity.
  --db FILE                     Database path. Defaults to ~/.cc-
                                steer/feedback.db.
  --sync / --no-sync            Rebuild the derived dataset and push it to
                                your private HuggingFace repo when the pass
                                changed data.  [default: sync]
  --help                        Show this message and exit.

Options

--model: CHOICE = medium

Judge model tier.

--limit: INTEGER

Judge at most this many rows this pass.

--concurrency: INTEGER = 8

Maximum concurrent claude subshells.

--refresh-summary

Also re-judge rows whose verdict was recorded at summary fidelity.

--db: FILE

Database path. Defaults to ~/.cc-steer/feedback.db.

--sync, --no-sync

Rebuild the derived dataset and push it to your private HuggingFace repo when the pass changed data.