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Ty 48566993f6 Seed approved structure: design SSOT, operator docs, scaffolds.
Product layout for Lumina / Salon_Assistant at 0.1.0-design.
No product implementation until explicit build.
2026-07-27 09:44:35 -07:00

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Deterministic execution vs model inference

Implementable boundary so install/upgrade/policy never depend on model compliance and skills stay testable offline.

Concern Deterministic (code / CLI) Inference (main or vision aux)
Install Docker, Compose, pins Yes No
nemohermes onboard, policy set, channels add, inference set, snapshot, rebuild Yes No
Provider/MCP process start, health probes Yes No
SaaS JSON → domain objects; stock thresholds; appointment gap math Yes No
Template fill for standard SMS/email skeletons Yes Optional paraphrase
“Whats important on my board today?” Facts from tools Ranking and wording
Draft tone in owners voice Style pack constraints Generation
Photo/video understanding Media validation Vision aux
Refuse pay / silent send / publish OpenShell + skill hard fail Model should refuse; not relied on alone
Confirm-to-remember persistence Write only after structured confirm Propose text to remember
Upgrade pull/migrate/recreate Yes No
Owner-facing “run this in a terminal” Forbidden SOUL/skills must not invent shell recipes

Unit tests cover the deterministic column without a live model.