agent: lumotia-rebrand — docs, scripts, root config, residuals

Phase 9 of the rebrand cascade. Sweep covers everything the Phase 8
frontend pass deliberately skipped: docs/, root markdown, scripts,
Cargo.toml descriptions, code comments that survived earlier
word-boundary sed, plus a handful of identifiers caught on the final
verify pass.

transcription-app changes:
- README.md, HANDOVER.md, KNOWN-ISSUES.md, run.sh — magnotia/Magnotia
  -> lumotia/Lumotia.
- docs/ — sweep across all subdirs except docs/handovers/ (preserved
  as immutable audit trail). Includes architecture-map references
  to magnotia_core::*, magnotia_storage::*, etc. now pointing at
  lumotia_*; dev-setup.md tracing output examples (lumotia_startup
  target); brief/ + superpowers/ + issues/ + whisper-ecosystem/ +
  audit/.
- Cargo.toml descriptions on 9 crates (core, audio, cloud-providers,
  hotkey, llm, mcp, plus referenced others).
- crates/core/src/{error,hardware,recommendation,paths}.rs +
  crates/audio/src/wav.rs + crates/llm/src/model_manager.rs +
  crates/cloud-providers/src/keystore.rs + crates/mcp/src/lib.rs —
  doc comments and a model-manager user-agent string.
- Caught on final pass: BroadcastChannel("magnotia_task_sync") -> ...
  ("lumotia_task_sync"); magnotia_locale i18n localStorage key
  renamed + migration shim added; CSS keyframe names
  magnotiaPulse / magnotiaBar / magnotiaFade renamed in the design-
  system kit; magnotia_viewer_item / magnotia_viewer_mode handoff
  keys renamed in HistoryPage + viewer/+page.svelte; src/assets/
  wordmark.svg text.
- src-tauri/src/lib.rs comment cleanup ("magnotia era" was sed'd
  to "lumotia era" earlier — restored).

Preserved (intentional):
- crates/core/src/paths.rs — keeps "magnotia" / "Magnotia" / ".magnotia"
  legacy detection strings in legacy_and_target_paths() so the
  migration shim can still find user data from the magnotia era.
- src/lib/stores/{page,focusTimer}.svelte.ts + src/lib/i18n/index.ts
  — migration call sites reference the legacy magnotia keys
  deliberately.
- docs/handovers/ — historical audit trail.

cargo build --workspace passes. npm run check: 0 errors / 0 warnings
(3958 files). cargo test --workspace: 339 pass / 0 fail.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

docs/architecture-map/02-tauri-runtime/commands/profiles.md

@@ -26,7 +26,7 @@ last_verified: 2026/05/09
   - `learn_profile_terms_from_edit_cmd(state, profile_id, original_text, edited_text) -> Result<Vec<ProfileTermDto>, String>`.
   - `delete_profile_term_cmd(state, id) -> Result<(), String>`.
 - Events emitted: none.
-- Depends on: `magnotia_storage::{create_profile, update_profile, delete_profile, list_profiles, get_profile, add_profile_term, list_profile_terms, delete_profile_term, ProfileRow, ProfileTermRow}`, `magnotia_ai_formatting::extract_corrections`.
+- Depends on: `lumotia_storage::{create_profile, update_profile, delete_profile, list_profiles, get_profile, add_profile_term, list_profile_terms, delete_profile_term, ProfileRow, ProfileTermRow}`, `lumotia_ai_formatting::extract_corrections`.
 - Called from frontend at: Settings → Profiles (full CRUD), profile picker, History viewer (the auto-learn flow runs after the user saves an edit).
 
 ## What's in here
@@ -47,7 +47,7 @@ Constant so the auto-learn rows are uniformly tagged.
 ### `learn_profile_terms_from_edit_cmd` (`:151`)
 
 1. Pull the existing terms (so the diff doesn't propose duplicates).
-2. Call `magnotia_ai_formatting::extract_corrections(&original, &edited, &existing_terms)`.
+2. Call `lumotia_ai_formatting::extract_corrections(&original, &edited, &existing_terms)`.
 3. Persist each new term via `add_profile_term` with the `AUTO_LEARNED_NOTE`.
 4. Return the freshly-inserted DTOs.