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feat: share optimizer capabilities and frozen forecast input contracts - #23
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Research allocation validation now uses the same versioned capability contract as the optimizer and Studio. All implemented methods have explicit objective/forecast compatibility; unsupported factor-only HRP/risk-parity combinations are rejected before execution. Add an explicit, path-resolved frozen return-forecast input for protocol v2.
Legacy configurations retain their existing meanings. Dependency pins align the shared contract and factor package. Validation: 236 tests passed, one skipped, 85.55% branch-inclusive coverage, Ruff check and format. Depends on PureSaber/quant-data-kit#46 and PureSaber/quant-factors#25.