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Test fixture

Cost-Analysis-Buggy-Memoize

Costv2 — Resiliencehardscorer: rubric_json_metrics

Cost-aware correctness and efficient API spend per successful task.

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, diagnosis, fix, done. Set benchmark to "cost", title to "Fix buggy cached square sum", and done to true. A memoized sumOfSquares cache key ignores array order and length collisions. Diagnose and provide a safe compact key.
Scorer config
{
  "metrics": {
    "strict": {
      "checks": [
        {
          "contains": [
            "cost"
          ]
        },
        {
          "contains": [
            "done"
          ]
        },
        {
          "contains": [
            "cache key"
          ]
        },
        {
          "contains": [
            "length"
          ]
        },
        {
          "contains": [
            "order"
          ]
        }
      ]
    }
  }
}
Run parameters

temperature

0

max_tokens

520

timeout (s)

150

type

scored

file

cost-analysis-buggy-memoize.json

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