# cc-steer triage


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


``` bash
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.


<span class="gd-details-chevron" aria-hidden="true"></span>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.