diff --git a/docs/live-ui-spec.md b/docs/live-ui-spec.md
index 52774f8..b4652dd 100644
--- a/docs/live-ui-spec.md
+++ b/docs/live-ui-spec.md
@@ -111,7 +111,7 @@ The "Team memory" button currently passes `pods[0]?.id ?? 'demo-pod'` (line 271)
 
 ### 4b. `GraphView.tsx` — match the app's shadcn theme, add realtime
 
-**Themed to match the command-center (R2).** The hardcoded dark `.pm-*` palette is replaced with shadcn tokens (`var(--card)` / `--foreground` / `--muted-foreground` / `--border`, and `--chart-1..5` for node hues) so Team Memory is **theme-aware** (renders light like the rest of the app today, follows dark mode if the app toggles) and reads as native, not a dark island. The functional encoding stays: geometric node shapes (engineer square / file square-outline / feature circle / collision triangle / intervention diamond) and per-kind colors. What changes:
+**Themed to match the command-center (R2).** The hardcoded dark `.pm-*` palette is replaced with shadcn tokens (`var(--card)` / `--foreground` / `--muted-foreground` / `--border`) so Team Memory is **theme-aware** (renders light like the rest of the app today, follows dark mode if the app toggles) and reads as native, not a dark island. **Unifying-template rule:** the chrome composes from the shadcn/ruixen registry primitives — `Button`, `Badge`, and the app's Tailwind utility patterns (`StatPill`/`BriefLine`-style) from `@/components/ui/*`; add any new primitive with `npx shadcn@latest add "https://ruixen.com/r/[component]"`. **Only the SVG node-link canvas is bespoke** (3 SVG-only CSS rules). The functional encoding stays: geometric node shapes (engineer square / file square-outline / feature circle / collision triangle / intervention diamond) and per-kind light-readable hues. What changes:
 
 - **Realtime refresh:** open a ws to `/api/events` on mount; on `{type:'GRAPH_DIRTY', podId}` (matching this pod) or `COLLISION`/`VOICE_CUE`, re-call `fetchPodGraph(podId)` (and `fetchGraphMetrics`). Also a **5s poll** of `fetchPodGraph` as the floor (mirrors `App.tsx`'s existing 5s presence/memory poll) so it's live even if ws drops. New incoming nodes/edges fade in (CSS opacity transition on `<line>`/shape); `learned_from` edges animate the dashed stroke.
 - **"new" vs "seen before" copy** in the detail rail from `collision` node `summary` badge (§1).