lifesight-calibrationlisted

# Lifesight Calibration — Learn the Workspace Once The Lifesight skills are **universal** — the same files ship to every customer. Nothing about a specific account is baked into them. This skill is how a universal skill set adapts to one account: it inspects the live workspace **once** and writes a small `lifesight-workspace-profile` that the router, core, rendering, and every persona spoke then read. Skills stay universal; the profile is the only per-customer artifact. **Follow `lifesight-core` operating rules throughout** (one heavy call per turn, clean errors, no leaks). ## When to run - No `lifesight-workspace-profile` exists yet for the active workspace. - The user explicitly asks to set up / calibrate / recalibrate. - The active workspace just changed (the profile is per-workspace). - Channels or models in a response don't match the profile (drift — refresh it). If a current profile already exists and matches the active workspace, **don't re-run** — just use it. ## What to inspect (cheap calls only) All of these are light tools — no flood risk. Run them in this order: 1. **Confirm the workspace.** `list_workspaces` → note the active workspace name/id. 2. **Discover models.** `list_models` → capture every model (name, KPI) and which is the default/recommended. If zero models, stop and tell the user to set a default scenario in the platform UI — calibration can't complete without one. 3. **Learn the channels + spend scale in one call.** `get_current_budget(d