fez5587andClaude Sonnet 5.5
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farmhouse_laya.py: Laya as a second opinion over Forge's concrete candidate ids (shadow by default; assist never overrides a pick Forge tagged stops_immediate_win/wins_now), two extra typed questions in the same forward pass, a laya-shadow-v1 capture log, batched cached card-role classification. scripts/farmhouse_laya_dataset.py turns the capture log into train/valid files with the baselines to beat; farmhouse_laya_roles_eval.py measures role accuracy. Hooks into farmhouse_decide.py. Reference copies of the Laya image, manifests and CI in farmhouse/laya/. docs/LAYA-CONNECTIONS.md. 39 offline tests. All off by default. The matching hook in routes/policy.py is in the working tree only: that route belongs to the pending strategic-evaluator work. Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_016Er49soaMyG7Yburq57PeB