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benchmark: document how to add one public benchmark case #26

Description

@vishal2612200

Goal

Add a contributor-friendly checklist for adding one public benchmark case.

Suggested files

  • docs/benchmarking.md
  • benchmarks/README.md

Acceptance criteria

  • Explains expected files, task text, and validation command.
  • Explains that file-selection benchmarks are not task-success proof.
  • Links to the current public result file.

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    benchmarkBenchmark cases, metrics, and evidencedocsDocumentation improvementsdocumentationImprovements or additions to documentationenhancementNew feature or requestgood first issueGood for newcomers

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