onceMisery

Use when auditing Seahorse Agent C-side Web / consumer-web default exposure, ProductMode or AdvancedFeatureGate behavior, frontend admin route gating, or non-Web/local/mesh capabilities such as shell, filesystem, MCP/OpenAPI, A2A, sandbox, secrets, handoff, rollout, readiness, and enterprise admin operations.

Use when auditing Seahorse Agent memory-system implementation, Gemini memory alignment, four-layer memory invariants, review/approval concurrency, recall quality, maintenance/outbox behavior, JDBC/cache adapters, or memory privacy and governance APIs.