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Build benchmark harness CLI with 9 standardized metrics #80

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@JohnnyWilson16

Implement benchmarks/bench.py with run, compare, report, fixtures, and single subcommands. Emit results/<run_id>/<fixture>/<size>.json in the stable schema. Support --size, --fixture, --metric, and --seed flags. Include pandas and pyjanitor baselines.

Implemented in #76.

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