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Speed-Code-Review-Notes

Speedv2 — Resiliencehardscorer: rubric_json_metrics

Throughput and TTFT-focused generation tasks.

How it is scored

The model receives the prompt (and optional system message). The run uses scorer rubric_json_metrics with the JSON configuration below. Pass/fail and partial credit are determined entirely by that scorer against the model output; no human grading.

User prompt
Return JSON only with keys benchmark, title, notes, done. Set benchmark to "speed", title to "Code Review Notes", and done to true. Generate 24 concise code-review notes for performance, reliability, observability, and maintainability.
Scorer config
{
  "metrics": {
    "complete": {
      "checks": [
        {
          "contains": [
            "speed"
          ]
        },
        {
          "contains": [
            "done"
          ]
        },
        {
          "contains": [
            "code"
          ]
        }
      ]
    }
  }
}
Run parameters

temperature

0

max_tokens

900

timeout (s)

180

type

throughput

file

speed-code-review-notes.json

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