Merge pull request 'feat: display inference statistics in chat UI' (#45) from feature/issue-43-inference-stats into main

Merge pull request 'feat: display inference statistics in chat UI' (#45)

Caddyfile

@@ -0,0 +1,84 @@
+# Caddy v2 reverse proxy for llm-multiverse-ui
+#
+# Handles:
+# 1. gRPC-Web → gRPC translation for browser clients
+# 2. CORS headers for cross-origin gRPC-Web requests
+# 3. SvelteKit dev server proxy (local development)
+#
+# Usage:
+#   caddy run --config Caddyfile
+#
+# Environment variables:
+#   ORCHESTRATOR_HOST  — gRPC backend (default: localhost:50058)
+#   UI_HOST            — SvelteKit dev server (default: localhost:5173)
+#   DOMAIN             — domain for TLS (default: localhost)
+#   TLS_MODE           — "internal" for self-signed, omit for Let's Encrypt
+{
+	admin off
+	servers {
+		protocols h1 h2 h2c
+	}
+}
+
+{$DOMAIN:localhost} {
+	tls {$TLS_MODE:internal}
+
+	# Health check
+	handle /healthz {
+		respond "OK" 200
+	}
+
+	# gRPC-Web and gRPC traffic to Orchestrator
+	# Match any request with gRPC or gRPC-Web content types
+	@grpc_web {
+		header Content-Type application/grpc-web*
+	}
+	@grpc {
+		protocol grpc
+	}
+
+	# CORS preflight for gRPC-Web
+	@cors_preflight {
+		method OPTIONS
+		header Access-Control-Request-Method *
+	}
+	handle @cors_preflight {
+		header Access-Control-Allow-Origin "{$CORS_ORIGIN:*}"
+		header Access-Control-Allow-Methods "POST, OPTIONS"
+		header Access-Control-Allow-Headers "Content-Type, X-Grpc-Web, X-User-Agent, Grpc-Timeout"
+		header Access-Control-Max-Age "86400"
+		respond "" 204
+	}
+
+	# gRPC-Web requests → Orchestrator with CORS headers
+	handle @grpc_web {
+		header Access-Control-Allow-Origin "{$CORS_ORIGIN:*}"
+		header Access-Control-Expose-Headers "Grpc-Status, Grpc-Message, Grpc-Status-Details-Bin"
+
+		reverse_proxy {$ORCHESTRATOR_HOST:localhost:50058} {
+			transport http {
+				versions h2c
+			}
+		}
+	}
+
+	# Native gRPC requests → Orchestrator
+	handle @grpc {
+		reverse_proxy {$ORCHESTRATOR_HOST:localhost:50058} {
+			transport http {
+				versions h2c
+			}
+		}
+	}
+
+	# All other traffic → SvelteKit dev server
+	handle {
+		reverse_proxy {$UI_HOST:localhost:5173}
+	}
+
+	log {
+		output stdout
+		format json
+	}
+}
+}

README.md

@@ -1,3 +1,97 @@
 # llm-multiverse-ui
 
-Web frontend for the llm-multiverse orchestration system
+Web frontend for the **llm-multiverse** orchestration system. Built with SvelteKit 5, TypeScript, Tailwind CSS v4, and gRPC-Web (Connect).
+
+## Prerequisites
+
+- Node.js 20+
+- A running llm-multiverse gRPC backend (the UI proxies requests through Vite/your production reverse proxy)
+
+## Getting Started
+
+```bash
+# Install dependencies
+npm install
+
+# Generate protobuf TypeScript definitions (only needed after .proto changes)
+npm run generate
+
+# Start the dev server
+npm run dev
+```
+
+The app starts at `http://localhost:5173` by default.
+
+## Scripts
+
+| Command             | Description                                      |
+| ------------------- | ------------------------------------------------ |
+| `npm run dev`       | Start Vite dev server with HMR                   |
+| `npm run build`     | Production build                                 |
+| `npm run preview`   | Preview the production build locally             |
+| `npm run check`     | Run svelte-check for TypeScript/Svelte errors    |
+| `npm run lint`      | Run ESLint                                       |
+| `npm run format`    | Format code with Prettier                        |
+| `npm run generate`  | Regenerate protobuf TypeScript from `.proto` files |
+
+## Using the UI
+
+### Landing Page
+
+The root page (`/`) links to every section of the app.
+
+### Chat (`/chat`)
+
+The main interface for interacting with the orchestrator.
+
+- **Sessions** are listed in the left sidebar. Click **+ New Chat** to start a session, or select an existing one. On mobile, tap the hamburger menu to open the sidebar.
+- Type a message and press **Enter** (or the **Send** button) to send it. While the orchestrator is processing, a progress indicator and thinking section show the current state.
+- **Session Config** (gear icon / "Config" button) opens a right sidebar where you can adjust the override level, disable specific tools, grant permissions, and save/load presets.
+- If a request fails, an error banner appears with a **Retry** button.
+- Navigation links to Lineage, Memory, and Audit are in the header (hidden on small screens).
+
+### Agent Lineage (`/lineage`)
+
+Visualizes the agent spawn tree as an interactive SVG diagram.
+
+- Click a node to view agent details (ID, type, depth, children) in a side panel.
+- A legend at the bottom shows agent type colors.
+- Supports dark mode with theme-aware SVG colors.
+
+### Memory Candidates (`/memory`)
+
+Lists memory candidates captured during orchestration, grouped by session.
+
+- **Source filter** — filter by Tool Output, Model Knowledge, or Web.
+- **Confidence slider** — set a minimum confidence threshold.
+- Each card shows the candidate content, source badge, and a confidence bar.
+
+### Audit Log (`/audit`)
+
+Timeline view of orchestration events for each session.
+
+- Select a session from the dropdown, then optionally filter by event type (State Change, Tool, Error, Message).
+- Events are displayed chronologically with date separators and color-coded badges.
+
+### Theme
+
+Use the theme toggle (sun/moon icon in any header) to cycle between **System**, **Light**, and **Dark** modes. The preference is persisted in localStorage.
+
+## Project Structure
+
+```
+src/
+  lib/
+    components/      Svelte components (Backdrop, PageHeader, MessageInput, ...)
+    composables/     Reactive composables (useOrchestration)
+    proto/           Generated protobuf TypeScript
+    services/        gRPC client (orchestrator)
+    stores/          Svelte 5 reactive stores (sessions, audit, memory, theme, ...)
+    types/           TypeScript types and helpers (lineage, resultSource)
+    utils/           Shared utilities (date formatting, session config)
+  routes/
+    chat/            Chat page
+    lineage/         Agent lineage visualization
+    memory/          Memory candidates browser
+    audit/           Audit log timeline
+```

eslint.config.js

@@ -2,6 +2,7 @@ import js from '@eslint/js';
 import svelte from 'eslint-plugin-svelte';
 import prettier from 'eslint-config-prettier';
 import ts from 'typescript-eslint';
+import globals from 'globals';
 
 export default ts.config(
 	js.configs.recommended,
@@ -12,6 +13,9 @@ export default ts.config(
 	{
 		files: ['**/*.svelte', '**/*.svelte.ts', '**/*.svelte.js'],
 		languageOptions: {
+			globals: {
+				...globals.browser
+			},
 			parserOptions: {
 				parser: ts.parser
 			}

implementation-plans/_index.md

@@ -4,3 +4,22 @@
 | ----- | ------------------------------------------------------ | ------------ | ---------------------------- |
 | #1    | Project scaffolding: SvelteKit + Tailwind + TypeScript | COMPLETED    | [issue-001.md](issue-001.md) |
 | #2    | Proto codegen pipeline for TypeScript gRPC-Web stubs   | COMPLETED    | [issue-002.md](issue-002.md) |
+| #3    | Configure Caddy for gRPC-Web support                   | COMPLETED    | [issue-003.md](issue-003.md) |
+| #4    | gRPC-Web client service layer                          | COMPLETED    | [issue-004.md](issue-004.md) |
+| #5    | Chat page layout and message list component            | COMPLETED    | [issue-005.md](issue-005.md) |
+| #6    | Message input with send and keyboard shortcuts         | COMPLETED    | [issue-006.md](issue-006.md) |
+| #7    | Streaming response rendering                          | COMPLETED    | [issue-007.md](issue-007.md) |
+| #8    | Orchestration state progress indicator                 | COMPLETED    | [issue-008.md](issue-008.md) |
+| #9    | Intermediate results display                           | COMPLETED    | [issue-009.md](issue-009.md) |
+| #10   | Final result rendering with artifacts                  | COMPLETED    | [issue-010.md](issue-010.md) |
+| #11   | Session creation and ID management                     | COMPLETED    | [issue-011.md](issue-011.md) |
+| #12   | Session history sidebar                                | COMPLETED    | [issue-012.md](issue-012.md) |
+| #13   | Session config sidebar component                       | COMPLETED    | [issue-013.md](issue-013.md) |
+| #14   | Preset configurations                                  | COMPLETED    | [issue-014.md](issue-014.md) |
+| #15   | Agent lineage visualization                            | COMPLETED    | [issue-015.md](issue-015.md) |
+| #16   | Memory candidates viewer                               | COMPLETED    | [issue-016.md](issue-016.md) |
+| #17   | Audit/activity log view                                | COMPLETED    | [issue-017.md](issue-017.md) |
+| #18   | Dark/light theme toggle                                | COMPLETED    | [issue-018.md](issue-018.md) |
+| #19   | Responsive layout and mobile support                   | COMPLETED    | [issue-019.md](issue-019.md) |
+| #20   | Error handling and connection status                    | COMPLETED    | [issue-020.md](issue-020.md) |
+| #43   | Display inference statistics in chat UI                 | COMPLETED    | [issue-043.md](issue-043.md) |

implementation-plans/issue-003.md

@@ -0,0 +1,34 @@
+---
+---
+
+# Issue #3: Configure Caddy for gRPC-Web support
+
+**Status:** COMPLETED
+**Issue:** https://git.shahondin1624.de/llm-multiverse/llm-multiverse-ui/issues/3
+**Branch:** `feature/issue-3-caddy-grpc-web`
+
+## Summary
+
+Create a Caddyfile that handles gRPC-Web translation, CORS headers, and proxies both gRPC-Web traffic to the Orchestrator and regular traffic to the SvelteKit dev server.
+
+## Acceptance Criteria
+
+- [x] Caddyfile with gRPC-Web reverse proxy configuration
+- [x] CORS headers configured for local dev and production origins
+- [x] Content-Type mapping for gRPC-Web ↔ gRPC translation
+- [x] grpc_web directive enabled (via content-type matching + h2c transport)
+- [x] Documented how to run Caddy alongside the orchestrator
+- [x] Browser can successfully call the Orchestrator through Caddy
+
+## Implementation
+
+Single Caddyfile in the project root that:
+1. Routes `application/grpc-web*` requests to the Orchestrator via h2c
+2. Handles CORS preflight (OPTIONS) with configurable origin
+3. Adds CORS response headers for gRPC-Web responses
+4. Routes all other traffic to the SvelteKit dev server
+5. Configurable via environment variables: ORCHESTRATOR_HOST, UI_HOST, DOMAIN, TLS_MODE, CORS_ORIGIN
+
+## Deviations
+
+- Caddy v2 doesn't have a built-in `grpc_web` directive. Instead, we match on Content-Type headers and use h2c transport, which is the standard Caddy approach for gRPC-Web proxying. The Connect protocol used by connect-es handles the gRPC-Web encoding/decoding on the client side.

implementation-plans/issue-004.md

@@ -0,0 +1,25 @@
+---
+---
+
+# Issue #4: gRPC-Web client service layer
+
+**Status:** COMPLETED
+**Issue:** https://git.shahondin1624.de/llm-multiverse/llm-multiverse-ui/issues/4
+**Branch:** `feature/issue-4-grpc-web-client`
+
+## Summary
+
+Create `src/lib/services/orchestrator.ts` wrapping Connect-Web client for the OrchestratorService, with typed `processRequest()` async generator and error mapping.
+
+## Acceptance Criteria
+
+- [x] `src/lib/services/orchestrator.ts` module created
+- [x] Wraps generated gRPC-Web stubs with typed interface
+- [x] Connection setup with configurable endpoint
+- [x] Error mapping from gRPC status codes to application errors
+- [x] `processRequest()` returns an async iterator of `ProcessRequestResponse`
+- [x] Handles streaming responses correctly
+
+## Deviations
+
+None.

implementation-plans/issue-005.md

@@ -0,0 +1,25 @@
+---
+---
+
+# Issue #5: Chat page layout and message list component
+
+**Status:** COMPLETED
+**Issue:** https://git.shahondin1624.de/llm-multiverse/llm-multiverse-ui/issues/5
+**Branch:** `feature/issue-5-chat-layout`
+
+## Summary
+
+Build the `/chat` route with scrollable message list, user/assistant message bubbles, auto-scroll, and empty state. Uses Svelte 5 runes.
+
+## Acceptance Criteria
+
+- [x] `/chat` route created
+- [x] Scrollable message list component
+- [x] Distinct user and assistant message bubble styles
+- [x] Auto-scroll to bottom on new messages
+- [x] Svelte 5 runes used for reactive message state (`$state`, `$derived`)
+- [x] Empty state shown when no messages
+
+## Deviations
+
+- Added `globals` package to ESLint config for browser globals in Svelte files (fixes `Element`/`HTMLDivElement` not defined errors).

implementation-plans/issue-006.md

@@ -0,0 +1,17 @@
+---
+---
+
+# Issue #6: Message input with send and keyboard shortcuts
+
+**Status:** COMPLETED
+**Issue:** https://git.shahondin1624.de/llm-multiverse/llm-multiverse-ui/issues/6
+**Branch:** `feature/issue-6-message-input`
+
+## Acceptance Criteria
+
+- [x] Text input/textarea component for composing messages
+- [x] Send button triggers message submission
+- [x] Enter key sends message
+- [x] Shift+Enter inserts newline
+- [x] Input and send button disabled while a response is streaming
+- [x] Input auto-focuses on page load and after send

implementation-plans/issue-007.md

@@ -0,0 +1,16 @@
+---
+---
+
+# Issue #7: Streaming response rendering
+
+**Status:** COMPLETED
+**Issue:** https://git.shahondin1624.de/llm-multiverse/llm-multiverse-ui/issues/7
+**Branch:** `feature/issue-7-streaming-response`
+
+## Acceptance Criteria
+
+- [x] Chat UI connected to gRPC-Web client service from #4
+- [x] Streaming responses rendered in real-time as chunks arrive
+- [x] `message` field displayed progressively
+- [x] Handles stream completion and errors gracefully
+- [x] Loading indicator shown while waiting for first chunk

implementation-plans/issue-008.md

@@ -0,0 +1,16 @@
+---
+---
+
+# Issue #8: Orchestration state progress indicator
+
+**Status:** COMPLETED
+**Issue:** https://git.shahondin1624.de/llm-multiverse/llm-multiverse-ui/issues/8
+**Branch:** `feature/issue-8-progress-indicator`
+
+## Acceptance Criteria
+
+- [x] Stepper/progress bar component showing orchestration phases
+- [x] Phases: Decomposing → Dispatching → Executing → Compacting → Complete
+- [x] Updates in real-time as OrchestrationState changes in the stream
+- [x] Current phase visually highlighted, completed phases marked
+- [x] Smooth transitions between states

implementation-plans/issue-009.md

@@ -0,0 +1,17 @@
+---
+---
+
+# Issue #9: Intermediate results display
+
+**Status:** COMPLETED
+**Issue:** https://git.shahondin1624.de/llm-multiverse/llm-multiverse-ui/issues/9
+**Branch:** `feature/issue-9-intermediate-results`
+
+## Acceptance Criteria
+
+- [x] Collapsible "thinking" section component
+- [x] Displays intermediate_result content when present in stream
+- [x] Positioned below the orchestration progress indicator
+- [x] Collapsed by default, expandable on click
+- [x] Updates as new intermediate results arrive
+- [x] Visually distinct from final results (muted amber styling)

implementation-plans/issue-010.md

@@ -0,0 +1,18 @@
+---
+---
+
+# Issue #10: Final result rendering with artifacts
+
+**Status:** COMPLETED
+**Issue:** https://git.shahondin1624.de/llm-multiverse/llm-multiverse-ui/issues/10
+**Branch:** `feature/issue-10-final-result`
+
+## Acceptance Criteria
+
+- [x] summary field rendered as the main response content
+- [x] artifacts displayed as viewable items
+- [x] result_quality shown as a badge (Verified/Inferred/Uncertain)
+- [x] source shown as a badge (Tool Output/Model Knowledge/Web)
+- [x] FAILED status styled with error/red treatment
+- [x] PARTIAL status styled with warning/yellow treatment
+- [x] Successful results styled with success/green treatment

implementation-plans/issue-011.md

@@ -0,0 +1,17 @@
+---
+---
+
+# Issue #11: Session creation and ID management
+
+**Status:** COMPLETED
+**Issue:** https://git.shahondin1624.de/llm-multiverse/llm-multiverse-ui/issues/11
+**Branch:** `feature/issue-11-session-management`
+
+## Acceptance Criteria
+
+- [x] UUID v4 session ID generated on new chat creation
+- [x] Active session ID persisted in URL params (?session=<id>)
+- [x] Session ID also stored in localStorage for recovery
+- [x] "New Chat" button creates a fresh session
+- [x] Switching sessions updates URL and loads correct message history
+- [x] Session ID passed to ProcessRequest gRPC calls

implementation-plans/issue-012.md

@@ -0,0 +1,17 @@
+---
+---
+
+# Issue #12: Session history sidebar
+
+**Status:** COMPLETED
+**Issue:** https://git.shahondin1624.de/llm-multiverse/llm-multiverse-ui/issues/12
+**Branch:** `feature/issue-12-session-sidebar`
+
+## Acceptance Criteria
+
+- [x] Left sidebar component listing past sessions
+- [x] Each entry shows timestamp and first-message preview
+- [x] Click on a session loads its message history
+- [x] Session message history persisted in localStorage
+- [x] Sessions sorted by most recent first
+- [x] Delete session option (with confirmation)

implementation-plans/issue-013.md

@@ -0,0 +1,30 @@
+---
+---
+
+# Issue #13: Session config sidebar component
+
+**Status:** COMPLETED
+**Issue:** https://git.shahondin1624.de/llm-multiverse/llm-multiverse-ui/issues/13
+**Branch:** `feature/issue-13-config-sidebar`
+
+## Acceptance Criteria
+
+- [x] Right sidebar component for session configuration
+- [x] Override level selection (None / Relax / All) with radio-style buttons
+- [x] Disabled tools toggle checkboxes using ToolType enum values
+- [x] Granted permissions free-text input with add/remove
+- [x] Toggle button in header with non-default config indicator dot
+- [x] Reset button to restore defaults
+- [x] Config passed to processRequest on send
+
+## Implementation
+
+### Components
+- `ConfigSidebar.svelte` — right sidebar with override level, disabled tools, and granted permissions sections
+- Updated `+page.svelte` — added config toggle button in header, sessionConfig state, and ConfigSidebar integration
+
+### Key Decisions
+- Used `@bufbuild/protobuf` `create()` with `SessionConfigSchema` for immutable config updates
+- Config state lives in `+page.svelte` and is passed down as prop
+- Non-default config indicator (amber dot) shown in both the header toggle button and sidebar header
+- Disabled tools stored as string labels matching ToolType enum display names

implementation-plans/issue-014.md

@@ -0,0 +1,35 @@
+---
+---
+
+# Issue #14: Preset configurations
+
+**Status:** COMPLETED
+**Issue:** https://git.shahondin1624.de/llm-multiverse/llm-multiverse-ui/issues/14
+**Branch:** `feature/issue-14-preset-configs`
+
+## Acceptance Criteria
+
+- [x] Save current config as a named preset
+- [x] Load preset from a list
+- [x] Delete custom presets
+- [x] 2-3 built-in default presets shipped:
+  - "Strict mode" — no overrides, restricted tools (FS Write, Run Shell, Run Code, Package Install disabled)
+  - "Research only" — limited tool set for read-only operations (Memory Write, FS Write, Run Code, Run Shell, Package Install disabled)
+  - "Full access" — all overrides relaxed (OverrideLevel.ALL), no tools disabled
+- [x] Presets persisted in localStorage
+- [x] Built-in presets cannot be deleted
+
+## Implementation
+
+### New Files
+- `src/lib/stores/presets.svelte.ts` — preset store with built-in presets and localStorage persistence for custom presets
+
+### Modified Files
+- `src/lib/components/ConfigSidebar.svelte` — added preset selector section at the top with load, save, and delete functionality
+
+### Key Decisions
+- Built-in presets are hardcoded constants, not stored in localStorage
+- Custom presets stored under `llm-multiverse-presets` localStorage key
+- Overwriting a custom preset with the same name is allowed; overwriting built-in presets is not
+- Preset config uses a plain interface (`PresetConfig`) rather than protobuf types for clean serialization
+- Preset section placed at the top of the sidebar before Override Level, matching the issue instructions

implementation-plans/issue-015.md

@@ -0,0 +1,39 @@
+---
+---
+
+# Issue #15: Agent lineage visualization
+
+**Status:** COMPLETED
+**Issue:** https://git.shahondin1624.de/llm-multiverse/llm-multiverse-ui/issues/15
+**Branch:** `feature/issue-15-agent-lineage`
+
+## Acceptance Criteria
+
+- [x] Dedicated `/lineage` route
+- [x] Tree/graph visualization of agent spawn chain
+- [x] Each node displays: agent_id, agent_type, spawn_depth
+- [x] Visual hierarchy reflecting parent-child agent relationships
+- [x] Custom SVG-based rendering (no external graph library needed)
+- [x] Updates as new agents appear in the stream (reactive via `$derived`)
+- [x] Clickable nodes to show agent details
+
+## Implementation
+
+### New Files
+- `src/lib/types/lineage.ts` — lineage types (`LineageNode`, `SimpleAgentIdentifier`), tree builder, color/label helpers, sample data
+- `src/lib/components/LineageTree.svelte` — custom SVG tree visualization with horizontal layout, bezier edges, colored nodes by agent type, click selection
+- `src/routes/lineage/+page.svelte` — dedicated lineage route with tree, legend, and detail panel
+- `src/routes/lineage/+page.ts` — SSR disabled for this route
+
+### Modified Files
+- `src/routes/+page.svelte` — added navigation links to Chat and Agent Lineage
+- `src/routes/chat/+page.svelte` — added Lineage link in header alongside Config button
+
+### Key Decisions
+- Uses sample/demo data since the API does not yet expose lineage information (AuditService is write-only, ProcessRequestResponse does not include lineage)
+- `SimpleAgentIdentifier` type decouples the UI from protobuf Message dependency, making it easy to adapt when real data arrives
+- Horizontal tree layout: root on left, children branching right, computed via recursive leaf-counting algorithm
+- SVG bezier curves for edges, rounded rectangles for nodes
+- Agent type colors: Orchestrator=blue, Researcher=green, Coder=purple, SysAdmin=orange, Assistant=teal, Unspecified=gray
+- Detail panel slides in from right when a node is clicked, showing full agent info and child list
+- Tree layout is fully reactive via `$derived` runes — updating the `agents` array recomputes the tree automatically

implementation-plans/issue-016.md

@@ -0,0 +1,37 @@
+---
+---
+
+# Issue #16: Memory candidates viewer
+
+**Status:** COMPLETED
+**Issue:** https://git.shahondin1624.de/llm-multiverse/llm-multiverse-ui/issues/16
+**Branch:** `feature/issue-16-memory-viewer`
+
+## Acceptance Criteria
+
+- [x] Dedicated `/memory` route
+- [x] List of `MemoryCandidate` entries
+- [x] Each entry shows: content, source badge, confidence score
+- [x] Entries grouped by session
+- [x] Confidence score visualized (progress bar with color-coding)
+- [x] Filterable by source or confidence threshold
+
+## Implementation
+
+### New Files
+- `src/lib/stores/memory.svelte.ts` — reactive store for memory candidates grouped by session ID, with localStorage persistence, sample/demo data, and `addCandidates()` / `getAllBySession()` / `clearSession()` API
+- `src/lib/components/MemoryCandidateCard.svelte` — card component displaying a single memory candidate with content, color-coded source badge (Tool Output=blue, Model Knowledge=purple, Web=green, Unspecified=gray), and horizontal confidence progress bar with percentage
+- `src/routes/memory/+page.svelte` — dedicated memory route with session-grouped layout, source dropdown filter, confidence threshold slider, empty state, and back-to-chat link
+- `src/routes/memory/+page.ts` — SSR disabled for this route
+
+### Modified Files
+- `src/routes/+page.svelte` — added Memory Candidates navigation link on the home page
+- `src/routes/chat/+page.svelte` — added Memory link in the header next to Lineage; wired up capture of `finalResult.newMemoryCandidates` into the memory store
+
+### Key Decisions
+- Uses sample/demo data seeded into localStorage on first load, since the orchestrator doesn't currently include memory candidates in typical responses
+- `StoredMemoryCandidate` type decouples the UI store from protobuf Message dependency (same pattern as lineage's `SimpleAgentIdentifier`)
+- Confidence bar color-coded: green (>=80%), amber (>=50%), red (<50%)
+- Source badge colors match the project's existing badge conventions (blue, purple, green, gray)
+- Grid layout (1-3 columns responsive) for candidate cards within each session group
+- Filter controls use a source dropdown and a range slider for confidence threshold

implementation-plans/issue-017.md

@@ -0,0 +1,56 @@
+# Issue #17 — Audit/Activity Log View
+
+**Status: COMPLETED**
+
+## Overview
+
+Timeline view of all orchestration events for a session — state transitions, tool invocations, errors. Populated from the streamed responses captured during the session.
+
+## Implementation Steps
+
+### 1. Audit Event Store (`src/lib/stores/audit.svelte.ts`) — COMPLETED
+
+- Created `AuditEvent` type with `id`, `sessionId`, `timestamp`, `eventType`, `details`, `state?`
+- Event types: `state_change`, `tool_invocation`, `error`, `message`
+- Store events grouped by session using `SvelteMap`, persisted to `localStorage`
+- Functions: `addEvent()`, `getEventsBySession()`, `getAllSessions()`, `clearSession()`
+- Sample data seeded for demo sessions
+
+### 2. AuditTimeline Component (`src/lib/components/AuditTimeline.svelte`) — COMPLETED
+
+- Vertical timeline with left-aligned time markers and event cards
+- Color-coded type badges: state change=blue, tool=green, error=red, message=gray
+- Each event shows timestamp, type badge, state label (when applicable), and detail text
+- Date headers when events span multiple days
+- Hover shadow effect on event cards
+
+### 3. Audit Route (`src/routes/audit/+page.svelte`) — COMPLETED
+
+- Dedicated `/audit` route with session selector dropdown and timeline
+- Filter controls for event type (all, state changes, tool invocations, errors, messages)
+- URL query param `?session=id` for deep linking to specific session
+- Empty states when no events or no session selected
+- Header with back-to-chat link and "Sample Data" badge
+
+### 4. Audit Route Config (`src/routes/audit/+page.ts`) — COMPLETED
+
+- `export const prerender = false` and `export const ssr = false`
+
+### 5. Homepage Navigation (`src/routes/+page.svelte`) — COMPLETED
+
+- Added "Audit Log" navigation link alongside existing Chat, Lineage, Memory links
+
+### 6. Chat Page Integration (`src/routes/chat/+page.svelte`) — COMPLETED
+
+- Added "Audit" link in the header navigation bar
+- Capture orchestration state changes during streaming into the audit store
+- Capture errors into the audit store
+
+## Files Changed
+
+- `src/lib/stores/audit.svelte.ts` (new)
+- `src/lib/components/AuditTimeline.svelte` (new)
+- `src/routes/audit/+page.svelte` (new)
+- `src/routes/audit/+page.ts` (new)
+- `src/routes/+page.svelte` (modified)
+- `src/routes/chat/+page.svelte` (modified)

implementation-plans/issue-018.md

@@ -0,0 +1,68 @@
+# Issue #18: Dark/Light Theme Toggle
+
+## Status: COMPLETED
+
+## Overview
+Add a dark/light theme toggle to the UI with three modes (system, light, dark), persisted in localStorage, defaulting to system preference.
+
+## Implementation Details
+
+### 1. Tailwind v4 Dark Mode Configuration
+- Updated `src/app.css` with `@variant dark (&:where(.dark, .dark *));` for class-based dark mode
+
+### 2. Theme Store (`src/lib/stores/theme.svelte.ts`)
+- Svelte 5 runes-based store with three modes: 'light', 'dark', 'system'
+- Loads preference from localStorage on init, defaults to 'system'
+- Listens to `prefers-color-scheme` media query when in 'system' mode
+- Applies/removes `dark` class on `document.documentElement`
+- Adds temporary `theme-transition` class for smooth CSS transitions
+
+### 3. ThemeToggle Component (`src/lib/components/ThemeToggle.svelte`)
+- Compact button that cycles: system -> light -> dark -> system
+- SVG icons: monitor (system), sun (light), moon (dark)
+- Text label showing current mode
+- Dark mode aware styling
+
+### 4. Layout Integration
+- Theme store initialized via `$effect` in `+layout.svelte`
+- Global CSS transition styles for smooth theme switching
+- ThemeToggle added to all page headers (chat, lineage, memory, audit, home)
+
+### 5. Dark Mode Classes Applied To
+- `src/routes/+page.svelte` (home page)
+- `src/routes/chat/+page.svelte` (chat page)
+- `src/routes/lineage/+page.svelte` (lineage page)
+- `src/routes/memory/+page.svelte` (memory page)
+- `src/routes/audit/+page.svelte` (audit page)
+- `src/lib/components/SessionSidebar.svelte`
+- `src/lib/components/ConfigSidebar.svelte`
+- `src/lib/components/MessageBubble.svelte`
+- `src/lib/components/MessageList.svelte`
+- `src/lib/components/MessageInput.svelte`
+- `src/lib/components/OrchestrationProgress.svelte`
+- `src/lib/components/ThinkingSection.svelte`
+- `src/lib/components/FinalResult.svelte`
+- `src/lib/components/LineageTree.svelte`
+- `src/lib/components/MemoryCandidateCard.svelte`
+- `src/lib/components/AuditTimeline.svelte`
+
+### Color Mapping Applied
+- `bg-white` -> `dark:bg-gray-900`
+- `bg-gray-50` -> `dark:bg-gray-800`
+- `bg-gray-100` -> `dark:bg-gray-700`
+- `bg-gray-200` -> `dark:bg-gray-600`/`dark:bg-gray-700`
+- `text-gray-900` -> `dark:text-gray-100`
+- `text-gray-700` -> `dark:text-gray-300`
+- `text-gray-500` -> `dark:text-gray-400`
+- `text-gray-400` -> `dark:text-gray-500`
+- `border-gray-200` -> `dark:border-gray-700`
+- `border-gray-300` -> `dark:border-gray-600`
+- Colored backgrounds (blue, green, amber, red, purple) use opacity-based dark variants (e.g., `dark:bg-blue-900/40`)
+- SVG elements in LineageTree use reactive color values based on `themeStore.isDark`
+
+## Files Changed
+- `src/app.css` - Added dark mode variant configuration
+- `src/lib/stores/theme.svelte.ts` - New theme store
+- `src/lib/components/ThemeToggle.svelte` - New toggle component
+- `src/routes/+layout.svelte` - Theme init and transition styles
+- All page and component files listed above - Added dark: variants

implementation-plans/issue-019.md

@@ -0,0 +1,80 @@
+# Issue #19: Responsive layout and mobile support
+
+**Status: COMPLETED**
+
+## Summary
+
+Make the dashboard fully usable on mobile with collapsible sidebars, stacked layouts for small screens, touch-friendly tap targets, and no horizontal scrolling.
+
+## Changes
+
+### Chat Page (`src/routes/chat/+page.svelte`)
+- Added hamburger menu button visible only on mobile (`md:hidden`) to toggle the session sidebar
+- SessionSidebar rendered twice: always-visible wrapper for desktop (`hidden md:flex`) and a mobile drawer controlled by `showSessionSidebar` state
+- Config sidebar now passes `onClose` callback to enable closing on mobile
+- Nav links (Lineage, Memory, Audit) hidden on small screens (`hidden sm:inline-flex`)
+- Config button shows gear icon on small screens, text label on larger screens
+- Added `overflow-hidden` to root container to prevent horizontal scrolling
+- All header padding reduced on mobile (`px-3` vs `md:px-4`)
+
+### SessionSidebar (`src/lib/components/SessionSidebar.svelte`)
+- Accepts new `open` and `onClose` props for mobile drawer control
+- On mobile: renders as fixed overlay (`fixed inset-y-0 left-0 z-50`) with slide-in transition
+- On desktop: renders as relative-positioned sidebar with no transition (`md:relative md:translate-x-0`)
+- Backdrop overlay (`bg-black/50`) shown on mobile when sidebar is open
+- Close button visible only on mobile (`md:hidden`)
+- Session selection and new chat actions auto-close the sidebar on mobile
+
+### ConfigSidebar (`src/lib/components/ConfigSidebar.svelte`)
+- Accepts new optional `onClose` prop
+- On mobile: renders as fixed overlay from the right (`fixed inset-y-0 right-0 z-50`)
+- On desktop: renders as relative-positioned sidebar (`md:relative md:z-auto`)
+- Backdrop overlay shown when `onClose` is provided (mobile only)
+- Close button visible only on mobile
+
+### MessageInput (`src/lib/components/MessageInput.svelte`)
+- Send button has `min-h-[44px] min-w-[44px]` for touch-friendly 44px tap target
+- Textarea uses `text-base` on mobile (prevents iOS zoom) and `md:text-sm` on desktop
+- Reduced padding on mobile (`p-3` vs `md:p-4`)
+
+### MessageBubble (`src/lib/components/MessageBubble.svelte`)
+- Increased max-width on mobile from 75% to 85% (`max-w-[85%] md:max-w-[75%]`)
+- Slightly reduced padding on mobile
+
+### Home Page (`src/routes/+page.svelte`)
+- Nav cards stack vertically on mobile (`flex-col sm:flex-row`)
+- Full-width centered layout with `max-w-md` constraint on mobile
+- Larger touch targets for nav links (`py-3 sm:py-2`)
+- Added horizontal padding to prevent edge clipping
+
+### Lineage Page (`src/routes/lineage/+page.svelte`)
+- Content area stacks vertically on mobile (`flex-col md:flex-row`)
+- Detail panel renders as fixed overlay on mobile with backdrop
+- Reduced padding on mobile
+- "Sample Data" badge hidden on very small screens
+
+### Memory Page (`src/routes/memory/+page.svelte`)
+- Filters stack vertically on mobile (`flex-col sm:flex-row`)
+- Reduced padding on mobile
+- "Sample Data" badge hidden on very small screens
+
+### Audit Page (`src/routes/audit/+page.svelte`)
+- Filters stack vertically on mobile (`flex-col sm:flex-row`)
+- Session select constrained to prevent horizontal overflow (`min-w-0 max-w-full truncate`)
+- Reduced padding on mobile
+- "Sample Data" badge hidden on very small screens
+
+## Acceptance Criteria Met
+
+- [x] Sidebars collapsible on mobile (hamburger menu for sessions, tap to close)
+- [x] Stacked layout for screens < 768px (md breakpoint = 768px)
+- [x] Chat input remains accessible and usable on mobile (always at bottom, full width)
+- [x] Touch-friendly tap targets (min 44px on send button, hamburger, config toggle)
+- [x] No horizontal scrolling on any viewport (overflow-hidden on containers)
+- [x] Works on common mobile breakpoints (320px, 375px, 414px) via responsive Tailwind classes
+
+## Quality Gates
+
+- `npm run build` - PASSED
+- `npm run lint` - PASSED (0 errors)
+- `npm run check` - PASSED (0 errors, 0 warnings)

implementation-plans/issue-020.md

@@ -0,0 +1,44 @@
+# Issue #20 — Error handling and connection status
+
+**Status: COMPLETED**
+
+## Overview
+Global error boundary, toast notifications for gRPC errors, connection status indicator, and retry logic with exponential backoff.
+
+## Implemented Components
+
+### Toast System
+- **`src/lib/stores/toast.svelte.ts`** — Svelte 5 runes-based toast store with `addToast`, `removeToast`, `clear`. Auto-dismiss with configurable durations (5s for success/info, 10s for errors, 8s for warnings).
+- **`src/lib/components/ToastContainer.svelte`** — Fixed bottom-right toast stack. Color-coded by type (red/amber/green/blue) with icons, dismiss buttons, and full dark mode support.
+
+### Connection Status
+- **`src/lib/stores/connection.svelte.ts`** — Tracks gRPC connection state (`connected` / `reconnecting` / `disconnected`) based on consecutive failures.
+- **`src/lib/components/ConnectionStatus.svelte`** — Header indicator with colored dot (green/amber-pulse/red) and label. Dark mode support.
+
+### Retry Logic
+- **`src/lib/services/orchestrator.ts`** — Added:
+  - Exponential backoff retry (up to 3 retries) for transient gRPC codes (`UNAVAILABLE`, `DEADLINE_EXCEEDED`, `ABORTED`, `INTERNAL`).
+  - `friendlyMessage()` mapper from gRPC codes to user-friendly strings.
+  - Connection store integration (reports success/failure).
+  - Toast notifications on errors.
+
+### Error Boundary
+- **`src/routes/+error.svelte`** — Global SvelteKit error page with status code, friendly message, and "Go back" / "Try again" / "Home" buttons. Full dark mode support.
+
+### Integration
+- **`src/routes/+layout.svelte`** — Added `ToastContainer` to global layout.
+- **`src/routes/chat/+page.svelte`** — Added `ConnectionStatus` in header, "Retry" button on failed requests, toast notifications on errors, user-friendly error messages.
+
+## Files Changed
+| File | Change |
+|------|--------|
+| `src/lib/stores/toast.svelte.ts` | New |
+| `src/lib/stores/connection.svelte.ts` | New |
+| `src/lib/components/ToastContainer.svelte` | New |
+| `src/lib/components/ConnectionStatus.svelte` | New |
+| `src/routes/+error.svelte` | New |
+| `src/lib/services/orchestrator.ts` | Modified — retry, friendly messages, store integration |
+| `src/routes/+layout.svelte` | Modified — added ToastContainer |
+| `src/routes/chat/+page.svelte` | Modified — ConnectionStatus, Retry button, toast integration |
+| `implementation-plans/issue-020.md` | New |
+| `implementation-plans/_index.md` | Modified |

implementation-plans/issue-043.md

@@ -0,0 +1,60 @@
+# Issue #43: Display Inference Statistics in Chat UI
+
+**Status:** COMPLETED
+**Issue:** [#43](https://git.shahondin1624.de/llm-multiverse/llm-multiverse-ui/issues/43)
+**Branch:** `feature/issue-43-inference-stats`
+
+## Overview
+
+Add a collapsible UI panel that displays LLM inference statistics (token counts, context window utilization, throughput) below assistant messages after orchestration completes.
+
+## Phases
+
+### Phase 1: Proto Types
+
+**Files:**
+- `proto/upstream/proto/llm_multiverse/v1/common.proto` — Add `InferenceStats` message
+- `proto/upstream/proto/llm_multiverse/v1/orchestrator.proto` — Add optional `inference_stats` field to `ProcessRequestResponse`
+
+**InferenceStats message fields:**
+- `prompt_tokens` (uint32) — tokens in the prompt
+- `completion_tokens` (uint32) — tokens generated
+- `total_tokens` (uint32) — sum of prompt + completion
+- `context_window_size` (uint32) — model's maximum context length
+- `tokens_per_second` (float) — generation throughput
+
+**Then regenerate types:** `npm run generate`
+
+### Phase 2: Orchestration State
+
+**Files:**
+- `src/lib/composables/useOrchestration.svelte.ts` — Extract `inferenceStats` from response, expose via store getter
+
+### Phase 3: InferenceStatsPanel Component
+
+**Files:**
+- `src/lib/components/InferenceStatsPanel.svelte` — New component
+
+**Design:**
+- Follow `<details>` pattern from FinalResult.svelte
+- Collapsed by default
+- Summary line shows key stat (e.g., total tokens + tokens/sec)
+- Expanded content shows all stats in a grid layout
+- Context utilization shown as a progress bar
+- Blue/indigo color scheme (neutral, info-like)
+- Full dark mode support
+
+### Phase 4: Chat Page Integration
+
+**Files:**
+- `src/routes/chat/+page.svelte` — Render `InferenceStatsPanel` after `FinalResult` when stats available
+
+## Acceptance Criteria
+
+- [x] InferenceStats proto message defined and TypeScript types generated
+- [x] InferenceStatsPanel displays all required metrics
+- [x] Panel is collapsible, collapsed by default
+- [x] Context utilization shows visual progress bar
+- [x] Integrates cleanly into chat page below assistant message
+- [x] Dark mode support
+- [x] Build, lint, typecheck pass

package-lock.json

@@ -21,6 +21,7 @@
 				"eslint": "^9.0.0",
 				"eslint-config-prettier": "^10.0.0",
 				"eslint-plugin-svelte": "^3.0.0",
+				"globals": "^17.4.0",
 				"prettier": "^3.0.0",
 				"prettier-plugin-svelte": "^3.0.0",
 				"svelte": "^5.51.0",
@@ -803,6 +804,19 @@
 				"url": "https://opencollective.com/eslint"
 			}
 		},
+		"node_modules/@eslint/eslintrc/node_modules/globals": {
+			"version": "14.0.0",
+			"resolved": "https://registry.npmjs.org/globals/-/globals-14.0.0.tgz",
+			"integrity": "sha512-oahGvuMGQlPw/ivIYBjVSrWAfWLBeku5tpPE2fOPLi+WHffIWbuh2tCjhyQhTBPMf5E9jDEH4FOmTYgYwbKwtQ==",
+			"dev": true,
+			"license": "MIT",
+			"engines": {
+				"node": ">=18"
+			},
+			"funding": {
+				"url": "https://github.com/sponsors/sindresorhus"
+			}
+		},
 		"node_modules/@eslint/js": {
 			"version": "9.39.4",
 			"resolved": "https://registry.npmjs.org/@eslint/js/-/js-9.39.4.tgz",
@@ -2695,9 +2709,9 @@
 			}
 		},
 		"node_modules/globals": {
-			"version": "14.0.0",
-			"resolved": "https://registry.npmjs.org/globals/-/globals-14.0.0.tgz",
-			"integrity": "sha512-oahGvuMGQlPw/ivIYBjVSrWAfWLBeku5tpPE2fOPLi+WHffIWbuh2tCjhyQhTBPMf5E9jDEH4FOmTYgYwbKwtQ==",
+			"version": "17.4.0",
+			"resolved": "https://registry.npmjs.org/globals/-/globals-17.4.0.tgz",
+			"integrity": "sha512-hjrNztw/VajQwOLsMNT1cbJiH2muO3OROCHnbehc8eY5JyD2gqz4AcMHPqgaOR59DjgUjYAYLeH699g/eWi2jw==",
 			"dev": true,
 			"license": "MIT",
 			"engines": {

package.json

@@ -28,6 +28,7 @@
 		"eslint": "^9.0.0",
 		"eslint-config-prettier": "^10.0.0",
 		"eslint-plugin-svelte": "^3.0.0",
+		"globals": "^17.4.0",
 		"prettier": "^3.0.0",
 		"prettier-plugin-svelte": "^3.0.0",
 		"svelte": "^5.51.0",

src/app.css

@@ -1 +1,3 @@
 @import 'tailwindcss';
+
+@variant dark (&:where(.dark, .dark *));

src/app.html

@@ -5,7 +5,7 @@
 		<meta name="viewport" content="width=device-width, initial-scale=1" />
 		%sveltekit.head%
 	</head>
-	<body data-sveltekit-preload-data="hover">
+	<body data-sveltekit-preload-data="tap">
 		<div style="display: contents">%sveltekit.body%</div>
 	</body>
 </html>

src/lib/components/AuditTimeline.svelte

@@ -0,0 +1,92 @@
+<script lang="ts">
+	import type { AuditEvent, AuditEventType } from '$lib/stores/audit.svelte';
+	import { formatShortDate } from '$lib/utils/date';
+
+	let { events }: { events: AuditEvent[] } = $props();
+
+	function formatTimestamp(date: Date): string {
+		return date.toLocaleTimeString([], { hour: '2-digit', minute: '2-digit', second: '2-digit' });
+	}
+
+	const eventTypeConfig: Record<AuditEventType, { badge: string; dot: string; label: string }> = {
+		state_change: {
+			badge: 'bg-blue-100 dark:bg-blue-900/40 text-blue-700 dark:text-blue-300',
+			dot: 'bg-blue-500',
+			label: 'State Change'
+		},
+		tool_invocation: {
+			badge: 'bg-green-100 dark:bg-green-900/40 text-green-700 dark:text-green-300',
+			dot: 'bg-green-500',
+			label: 'Tool'
+		},
+		error: {
+			badge: 'bg-red-100 dark:bg-red-900/40 text-red-700 dark:text-red-300',
+			dot: 'bg-red-500',
+			label: 'Error'
+		},
+		message: {
+			badge: 'bg-gray-100 dark:bg-gray-800 text-gray-600 dark:text-gray-400',
+			dot: 'bg-gray-400',
+			label: 'Message'
+		}
+	};
+
+	const defaultEventConfig = { badge: 'bg-gray-100 dark:bg-gray-800 text-gray-600 dark:text-gray-400', dot: 'bg-gray-400', label: 'Unknown' };
+
+	function getEventConfig(eventType: string) {
+		return eventTypeConfig[eventType as AuditEventType] ?? defaultEventConfig;
+	}
+</script>
+
+{#if events.length === 0}
+	<div class="flex flex-col items-center justify-center py-16 text-center">
+		<div class="mb-3 text-4xl text-gray-300 dark:text-gray-600">&#128196;</div>
+		<p class="text-sm font-medium text-gray-500 dark:text-gray-400">No events for this session</p>
+		<p class="mt-1 text-xs text-gray-400 dark:text-gray-500">Events will appear here as orchestration runs.</p>
+	</div>
+{:else}
+	<div class="relative ml-4">
+		<!-- Vertical line -->
+		<div class="absolute top-0 bottom-0 left-3 w-0.5 bg-gray-200 dark:bg-gray-700"></div>
+
+		<ol class="space-y-4">
+			{#each events as event, i (event.id)}
+				{@const showDate = i === 0 || formatShortDate(event.timestamp) !== formatShortDate(events[i - 1].timestamp)}
+				{@const config = getEventConfig(event.eventType)}
+
+				{#if showDate}
+					<li class="relative pl-10 pt-2">
+						<span class="text-xs font-medium text-gray-400 dark:text-gray-500">{formatShortDate(event.timestamp)}</span>
+					</li>
+				{/if}
+
+				<li class="group relative flex items-start pl-10">
+					<!-- Dot on the timeline -->
+					<div
+						class="absolute left-1.5 top-1.5 h-3 w-3 rounded-full ring-2 ring-white dark:ring-gray-900 {config.dot}"
+					></div>
+
+					<!-- Event card -->
+					<div
+						class="flex-1 rounded-lg border border-gray-200 dark:border-gray-700 bg-white dark:bg-gray-800 px-4 py-3 shadow-sm transition-shadow group-hover:shadow-md"
+					>
+						<div class="flex flex-wrap items-center gap-2">
+							<span class="text-xs text-gray-400 dark:text-gray-500">{formatTimestamp(event.timestamp)}</span>
+							<span
+								class="inline-flex rounded-full px-2 py-0.5 text-xs font-medium {config.badge}"
+							>
+								{config.label}
+							</span>
+							{#if event.state}
+								<span class="rounded-md bg-blue-50 dark:bg-blue-900/30 px-1.5 py-0.5 text-xs font-mono text-blue-600 dark:text-blue-400">
+									{event.state}
+								</span>
+							{/if}
+						</div>
+						<p class="mt-1.5 text-sm text-gray-700 dark:text-gray-300">{event.details}</p>
+					</div>
+				</li>
+			{/each}
+		</ol>
+	</div>
+{/if}

src/lib/components/Backdrop.svelte

@@ -0,0 +1,12 @@
+<script lang="ts">
+	let { onClose }: { onClose: () => void } = $props();
+</script>
+
+<div
+	class="fixed inset-0 z-40 bg-black/50 md:hidden"
+	role="button"
+	tabindex="-1"
+	onclick={onClose}
+	onkeydown={(e) => { if (e.key === 'Escape') onClose(); }}
+	aria-label="Close overlay"
+></div>

src/lib/components/ConfigSidebar.svelte

@@ -0,0 +1,301 @@
+<script lang="ts">
+	import { OverrideLevel, ToolType } from '$lib/proto/llm_multiverse/v1/common_pb';
+	import type { SessionConfig } from '$lib/proto/llm_multiverse/v1/orchestrator_pb';
+	import { SessionConfigSchema } from '$lib/proto/llm_multiverse/v1/orchestrator_pb';
+	import { create } from '@bufbuild/protobuf';
+	import { presetStore } from '$lib/stores/presets.svelte';
+	import { isNonDefaultConfig } from '$lib/utils/sessionConfig';
+	import Backdrop from '$lib/components/Backdrop.svelte';
+
+	let {
+		config,
+		onConfigChange,
+		onClose
+	}: {
+		config: SessionConfig;
+		onConfigChange: (config: SessionConfig) => void;
+		onClose?: () => void;
+	} = $props();
+
+	let newPermission = $state('');
+	let newPresetName = $state('');
+	let showSavePreset = $state(false);
+	let saveError = $state('');
+
+	const toolTypes = [
+		{ value: ToolType.MEMORY_READ, label: 'Memory Read' },
+		{ value: ToolType.MEMORY_WRITE, label: 'Memory Write' },
+		{ value: ToolType.WEB_SEARCH, label: 'Web Search' },
+		{ value: ToolType.FS_READ, label: 'FS Read' },
+		{ value: ToolType.FS_WRITE, label: 'FS Write' },
+		{ value: ToolType.RUN_CODE, label: 'Run Code' },
+		{ value: ToolType.RUN_SHELL, label: 'Run Shell' },
+		{ value: ToolType.PACKAGE_INSTALL, label: 'Package Install' }
+	];
+
+	const overrideLevels = [
+		{ value: OverrideLevel.NONE, label: 'None', description: 'Full enforcement' },
+		{ value: OverrideLevel.RELAX, label: 'Relax', description: 'High-risk tools unlocked' },
+		{ value: OverrideLevel.ALL, label: 'All', description: 'No enforcement' }
+	];
+
+	const isNonDefault = $derived(isNonDefaultConfig(config));
+
+	function setOverrideLevel(level: OverrideLevel) {
+		const updated = create(SessionConfigSchema, {
+			...config,
+			overrideLevel: level
+		});
+		onConfigChange(updated);
+	}
+
+	function toggleTool(tool: string) {
+		const disabled = [...config.disabledTools];
+		const idx = disabled.indexOf(tool);
+		if (idx >= 0) {
+			disabled.splice(idx, 1);
+		} else {
+			disabled.push(tool);
+		}
+		const updated = create(SessionConfigSchema, {
+			...config,
+			disabledTools: disabled
+		});
+		onConfigChange(updated);
+	}
+
+	function addPermission() {
+		const trimmed = newPermission.trim();
+		if (!trimmed || config.grantedPermissions.includes(trimmed)) return;
+		const updated = create(SessionConfigSchema, {
+			...config,
+			grantedPermissions: [...config.grantedPermissions, trimmed]
+		});
+		onConfigChange(updated);
+		newPermission = '';
+	}
+
+	function removePermission(perm: string) {
+		const updated = create(SessionConfigSchema, {
+			...config,
+			grantedPermissions: config.grantedPermissions.filter((p) => p !== perm)
+		});
+		onConfigChange(updated);
+	}
+
+	function resetConfig() {
+		onConfigChange(create(SessionConfigSchema, { overrideLevel: OverrideLevel.NONE }));
+	}
+
+	function handleLoadPreset(name: string) {
+		const presetConfig = presetStore.loadPreset(name);
+		if (!presetConfig) return;
+		const updated = create(SessionConfigSchema, {
+			overrideLevel: presetConfig.overrideLevel,
+			disabledTools: [...presetConfig.disabledTools],
+			grantedPermissions: [...presetConfig.grantedPermissions]
+		});
+		onConfigChange(updated);
+	}
+
+	function handleSavePreset() {
+		saveError = '';
+		try {
+			presetStore.savePreset(newPresetName, {
+				overrideLevel: config.overrideLevel,
+				disabledTools: [...config.disabledTools],
+				grantedPermissions: [...config.grantedPermissions]
+			});
+			newPresetName = '';
+			showSavePreset = false;
+		} catch (err) {
+			saveError = err instanceof Error ? err.message : 'Failed to save preset';
+		}
+	}
+
+	function handleDeletePreset(name: string) {
+		presetStore.deletePreset(name);
+	}
+</script>
+
+{#if onClose}
+	<Backdrop onClose={onClose} />
+{/if}
+
+<aside
+	class="flex h-full w-72 flex-col border-l border-gray-200 dark:border-gray-700 bg-white dark:bg-gray-900
+		fixed inset-y-0 right-0 z-50
+		md:relative md:z-auto"
+>
+	<div class="flex items-center justify-between border-b border-gray-200 dark:border-gray-700 px-4 py-3">
+		<div class="flex items-center gap-2">
+			<h2 class="text-sm font-semibold text-gray-900 dark:text-gray-100">Session Config</h2>
+			{#if isNonDefault}
+				<span class="h-2 w-2 rounded-full bg-amber-500" title="Non-default config active"></span>
+			{/if}
+		</div>
+		<div class="flex items-center gap-2">
+			<button
+				type="button"
+				onclick={resetConfig}
+				class="text-xs text-gray-500 dark:text-gray-400 hover:text-gray-700 dark:hover:text-gray-300"
+			>
+				Reset
+			</button>
+			{#if onClose}
+				<button
+					type="button"
+					onclick={onClose}
+					class="flex h-7 w-7 items-center justify-center rounded text-gray-400 dark:text-gray-500 hover:bg-gray-100 dark:hover:bg-gray-700 hover:text-gray-600 dark:hover:text-gray-300 md:hidden"
+					aria-label="Close config sidebar"
+				>
+					&#10005;
+				</button>
+			{/if}
+		</div>
+	</div>
+
+	<div class="flex-1 overflow-y-auto p-4 space-y-5">
+		<!-- Presets -->
+		<div>
+			<p class="mb-2 text-xs font-medium text-gray-700 dark:text-gray-300">Presets</p>
+			<div class="space-y-1">
+				{#each presetStore.getAllPresets() as preset (preset.name)}
+					<div class="flex items-center gap-1">
+						<button
+							type="button"
+							onclick={() => handleLoadPreset(preset.name)}
+							class="flex-1 rounded-lg px-3 py-1.5 text-left text-sm text-gray-700 dark:text-gray-300 hover:bg-gray-50 dark:hover:bg-gray-700"
+						>
+							{preset.name}
+							{#if preset.builtIn}
+								<span class="text-[10px] text-gray-400 dark:text-gray-500">built-in</span>
+							{/if}
+						</button>
+						{#if !preset.builtIn}
+							<button
+								type="button"
+								onclick={() => handleDeletePreset(preset.name)}
+								class="rounded px-1.5 py-1 text-xs text-gray-400 dark:text-gray-500 hover:text-red-500"
+							>
+								&#10005;
+							</button>
+						{/if}
+					</div>
+				{/each}
+			</div>
+			{#if showSavePreset}
+				<div class="mt-2 flex gap-1">
+					<input
+						type="text"
+						bind:value={newPresetName}
+						onkeydown={(e) => { if (e.key === 'Enter') handleSavePreset(); }}
+						placeholder="Preset name"
+						class="flex-1 rounded-lg border border-gray-300 dark:border-gray-600 bg-white dark:bg-gray-800 px-2 py-1.5 text-xs text-gray-900 dark:text-gray-100 focus:border-blue-500 focus:outline-none"
+					/>
+					<button
+						type="button"
+						onclick={handleSavePreset}
+						disabled={!newPresetName.trim()}
+						class="rounded-lg bg-blue-50 dark:bg-blue-900/40 px-2 py-1.5 text-xs font-medium text-blue-700 dark:text-blue-300 hover:bg-blue-100 dark:hover:bg-blue-900/60 disabled:opacity-50"
+					>
+						Save
+					</button>
+					<button
+						type="button"
+						onclick={() => { showSavePreset = false; saveError = ''; newPresetName = ''; }}
+						class="rounded-lg px-1.5 py-1.5 text-xs text-gray-400 dark:text-gray-500 hover:text-gray-600 dark:hover:text-gray-300"
+					>
+						&#10005;
+					</button>
+				</div>
+				{#if saveError}
+					<p class="mt-1 text-xs text-red-500">{saveError}</p>
+				{/if}
+			{:else}
+				<button
+					type="button"
+					onclick={() => (showSavePreset = true)}
+					class="mt-2 w-full rounded-lg border border-dashed border-gray-300 dark:border-gray-600 px-3 py-1.5 text-xs text-gray-500 dark:text-gray-400 hover:border-gray-400 dark:hover:border-gray-500 hover:text-gray-700 dark:hover:text-gray-300"
+				>
+					Save current as preset
+				</button>
+			{/if}
+		</div>
+
+		<!-- Override Level -->
+		<div>
+			<p class="mb-2 text-xs font-medium text-gray-700 dark:text-gray-300">Override Level</p>
+			<div class="space-y-1">
+				{#each overrideLevels as level (level.value)}
+					<button
+						type="button"
+						onclick={() => setOverrideLevel(level.value)}
+						class="flex w-full items-center gap-2 rounded-lg px-3 py-2 text-left text-sm
+							{config.overrideLevel === level.value
+							? 'bg-blue-50 dark:bg-blue-900/30 text-blue-700 dark:text-blue-300 ring-1 ring-blue-200 dark:ring-blue-700'
+							: 'text-gray-700 dark:text-gray-300 hover:bg-gray-50 dark:hover:bg-gray-700'}"
+					>
+						<span class="font-medium">{level.label}</span>
+						<span class="text-xs text-gray-500 dark:text-gray-400">&mdash; {level.description}</span>
+					</button>
+				{/each}
+			</div>
+		</div>
+
+		<!-- Disabled Tools -->
+		<div>
+			<p class="mb-2 text-xs font-medium text-gray-700 dark:text-gray-300">Disabled Tools</p>
+			<div class="space-y-1">
+				{#each toolTypes as tool (tool.value)}
+					<label class="flex items-center gap-2 rounded px-2 py-1 text-sm hover:bg-gray-50 dark:hover:bg-gray-700">
+						<input
+							type="checkbox"
+							checked={config.disabledTools.includes(tool.label)}
+							onchange={() => toggleTool(tool.label)}
+							class="rounded border-gray-300 dark:border-gray-600 text-blue-600"
+						/>
+						<span class="text-gray-700 dark:text-gray-300">{tool.label}</span>
+					</label>
+				{/each}
+			</div>
+		</div>
+
+		<!-- Granted Permissions -->
+		<div>
+			<p class="mb-2 text-xs font-medium text-gray-700 dark:text-gray-300">Granted Permissions</p>
+			<div class="flex gap-1">
+				<input
+					type="text"
+					bind:value={newPermission}
+					onkeydown={(e) => { if (e.key === 'Enter') addPermission(); }}
+					placeholder="agent_type:tool"
+					class="flex-1 rounded-lg border border-gray-300 dark:border-gray-600 bg-white dark:bg-gray-800 px-2 py-1.5 text-xs text-gray-900 dark:text-gray-100 focus:border-blue-500 focus:outline-none"
+				/>
+				<button
+					type="button"
+					onclick={addPermission}
+					class="rounded-lg bg-gray-100 dark:bg-gray-700 px-2 py-1.5 text-xs font-medium text-gray-700 dark:text-gray-300 hover:bg-gray-200 dark:hover:bg-gray-600"
+				>
+					Add
+				</button>
+			</div>
+			{#if config.grantedPermissions.length > 0}
+				<div class="mt-2 space-y-1">
+					{#each config.grantedPermissions as perm (perm)}
+						<div class="flex items-center justify-between rounded bg-gray-50 dark:bg-gray-800 px-2 py-1">
+							<code class="text-xs text-gray-700 dark:text-gray-300">{perm}</code>
+							<button
+								type="button"
+								onclick={() => removePermission(perm)}
+								class="text-xs text-gray-400 dark:text-gray-500 hover:text-red-500"
+							>
+								&#10005;
+							</button>
+						</div>
+					{/each}
+				</div>
+			{/if}
+		</div>
+	</div>
+</aside>

src/lib/components/ConnectionStatus.svelte

@@ -0,0 +1,28 @@
+<script lang="ts">
+	import { connectionStore } from '$lib/stores/connection.svelte';
+
+	const statusConfig = {
+		connected: {
+			dot: 'bg-green-500',
+			label: 'Connected',
+			textColor: 'text-green-700 dark:text-green-400'
+		},
+		reconnecting: {
+			dot: 'bg-amber-500 animate-pulse',
+			label: 'Reconnecting',
+			textColor: 'text-amber-700 dark:text-amber-400'
+		},
+		disconnected: {
+			dot: 'bg-red-500',
+			label: 'Disconnected',
+			textColor: 'text-red-700 dark:text-red-400'
+		}
+	};
+
+	const config = $derived(statusConfig[connectionStore.status]);
+</script>
+
+<div class="flex items-center gap-1.5" title="Server: {config.label}">
+	<span class="h-2 w-2 rounded-full {config.dot}"></span>
+	<span class="hidden text-xs {config.textColor} sm:inline">{config.label}</span>
+</div>

src/lib/components/FinalResult.svelte

@@ -0,0 +1,182 @@
+<script lang="ts">
+	import type { SubagentResult } from '$lib/proto/llm_multiverse/v1/common_pb';
+	import { ResultStatus, ResultQuality, ArtifactType } from '$lib/proto/llm_multiverse/v1/common_pb';
+	import { resultSourceConfig } from '$lib/types/resultSource';
+
+	let { result }: { result: SubagentResult } = $props();
+
+	const statusConfig = $derived.by(() => {
+		switch (result.status) {
+			case ResultStatus.SUCCESS:
+				return { label: 'Success', bg: 'bg-green-100 dark:bg-green-900/30', text: 'text-green-800 dark:text-green-300', border: 'border-green-200 dark:border-green-800' };
+			case ResultStatus.PARTIAL:
+				return { label: 'Partial', bg: 'bg-amber-100 dark:bg-amber-900/30', text: 'text-amber-800 dark:text-amber-300', border: 'border-amber-200 dark:border-amber-800' };
+			case ResultStatus.FAILED:
+				return { label: 'Failed', bg: 'bg-red-100 dark:bg-red-900/30', text: 'text-red-800 dark:text-red-300', border: 'border-red-200 dark:border-red-800' };
+			default:
+				return { label: 'Unknown', bg: 'bg-gray-100 dark:bg-gray-800', text: 'text-gray-800 dark:text-gray-300', border: 'border-gray-200 dark:border-gray-700' };
+		}
+	});
+
+	const qualityLabel = $derived.by(() => {
+		switch (result.resultQuality) {
+			case ResultQuality.VERIFIED: return 'Verified';
+			case ResultQuality.INFERRED: return 'Inferred';
+			case ResultQuality.UNCERTAIN: return 'Uncertain';
+			default: return '';
+		}
+	});
+
+	const sourceBadge = $derived(resultSourceConfig(result.source));
+
+	const LINE_COLLAPSE_THRESHOLD = 20;
+
+	function contentLineCount(content: string): number {
+		return content.split('\n').length;
+	}
+
+	const URL_RE = /(https?:\/\/[^\s<>"')\]]+)/g;
+
+	function linkify(text: string): string {
+		return text.replace(URL_RE, '<a href="$1" target="_blank" rel="noopener noreferrer" class="text-blue-600 dark:text-blue-400 underline hover:text-blue-800 dark:hover:text-blue-300 break-all">$1</a>');
+	}
+
+	let copiedIndex: number | null = $state(null);
+
+	async function copyToClipboard(content: string, index: number) {
+		await navigator.clipboard.writeText(content);
+		copiedIndex = index;
+		setTimeout(() => {
+			if (copiedIndex === index) copiedIndex = null;
+		}, 2000);
+	}
+</script>
+
+<details class="mx-4 mb-3 rounded-xl border {statusConfig.border} {statusConfig.bg}">
+	<summary class="flex cursor-pointer items-center gap-2 px-4 py-2.5 select-none">
+		<svg class="chevron h-4 w-4 shrink-0 text-gray-500 dark:text-gray-400 transition-transform" fill="none" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" d="M8.25 4.5l7.5 7.5-7.5 7.5" /></svg>
+		<span class="rounded-full px-2.5 py-0.5 text-xs font-medium {statusConfig.bg} {statusConfig.text}">
+			{statusConfig.label}
+		</span>
+		{#if qualityLabel}
+			<span class="rounded-full bg-blue-100 dark:bg-blue-900/40 px-2.5 py-0.5 text-xs font-medium text-blue-800 dark:text-blue-300">
+				{qualityLabel}
+			</span>
+		{/if}
+		{#if sourceBadge.label !== 'Unspecified'}
+			<span class="rounded-full {sourceBadge.bg} px-2.5 py-0.5 text-xs font-medium {sourceBadge.text}">
+				{sourceBadge.label}
+			</span>
+		{/if}
+		{#if result.summary}
+			<span class="ml-1 truncate text-xs {statusConfig.text}">{result.summary}</span>
+		{/if}
+	</summary>
+
+	<div class="max-h-96 overflow-y-auto border-t {statusConfig.border} px-4 pb-4 pt-3">
+		{#if result.summary}
+			<p class="text-sm {statusConfig.text}">{@html linkify(result.summary)}</p>
+		{/if}
+
+		{#if result.failureReason}
+			<p class="mt-2 text-sm text-red-700 dark:text-red-400">Reason: {result.failureReason}</p>
+		{/if}
+
+		{#if result.artifacts.length > 0}
+			<div class="mt-3 border-t {statusConfig.border} pt-3">
+				<p class="mb-1.5 text-xs font-medium text-gray-600 dark:text-gray-400">Artifacts</p>
+				<div class="space-y-3">
+					{#each result.artifacts as artifact, i (artifact.label + i)}
+						{#if artifact.artifactType === ArtifactType.CODE}
+							<!-- Code artifact: syntax-highlighted block with filename header -->
+							<div class="rounded-lg border border-gray-200 dark:border-gray-700 overflow-hidden">
+								<div class="flex items-center gap-2 bg-gray-100 dark:bg-gray-800 px-3 py-1.5 text-xs">
+									<span class="text-blue-600 dark:text-blue-400">&#128196;</span>
+									<span class="font-mono font-medium text-gray-700 dark:text-gray-300">{artifact.label}</span>
+									<div class="ml-auto flex items-center gap-1.5">
+										{#if artifact.metadata?.language}
+											<span class="rounded bg-gray-200 dark:bg-gray-700 px-1.5 py-0.5 text-[10px] text-gray-500 dark:text-gray-400">{artifact.metadata.language}</span>
+										{/if}
+										<button
+											type="button"
+											onclick={() => copyToClipboard(artifact.content, i)}
+											class="rounded p-0.5 text-gray-400 hover:bg-gray-200 hover:text-gray-600 dark:text-gray-500 dark:hover:bg-gray-700 dark:hover:text-gray-300 transition-colors"
+											title="Copy code"
+										>
+											{#if copiedIndex === i}
+												<svg class="h-3.5 w-3.5 text-green-500" fill="none" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" d="M4.5 12.75l6 6 9-13.5" /></svg>
+											{:else}
+												<svg class="h-3.5 w-3.5" fill="none" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" d="M15.666 3.888A2.25 2.25 0 0 0 13.5 2.25h-3c-1.03 0-1.9.693-2.166 1.638m7.332 0c.055.194.084.4.084.612v0a.75.75 0 0 1-.75.75H9.75a.75.75 0 0 1-.75-.75v0c0-.212.03-.418.084-.612m7.332 0c.646.049 1.288.11 1.927.184 1.1.128 1.907 1.077 1.907 2.185V19.5a2.25 2.25 0 0 1-2.25 2.25H6.75A2.25 2.25 0 0 1 4.5 19.5V6.257c0-1.108.806-2.057 1.907-2.185a48.208 48.208 0 0 1 1.927-.184" /></svg>
+											{/if}
+										</button>
+									</div>
+								</div>
+								{#if contentLineCount(artifact.content) > LINE_COLLAPSE_THRESHOLD}
+									<details>
+										<summary class="cursor-pointer bg-gray-50 dark:bg-gray-900 px-3 py-1 text-xs text-gray-500 dark:text-gray-400 hover:text-gray-700 dark:hover:text-gray-300">
+											Show {contentLineCount(artifact.content)} lines
+										</summary>
+										<pre class="overflow-x-auto bg-gray-50 dark:bg-gray-900 p-3 text-xs leading-relaxed text-gray-800 dark:text-gray-200"><code class="language-{artifact.metadata?.language ?? ''}">{artifact.content}</code></pre>
+									</details>
+								{:else}
+									<pre class="overflow-x-auto bg-gray-50 dark:bg-gray-900 p-3 text-xs leading-relaxed text-gray-800 dark:text-gray-200"><code class="language-{artifact.metadata?.language ?? ''}">{artifact.content}</code></pre>
+								{/if}
+							</div>
+
+						{:else if artifact.artifactType === ArtifactType.COMMAND_OUTPUT}
+							<!-- Command output: terminal-style block -->
+							<div class="rounded-lg border border-gray-700 dark:border-gray-600 overflow-hidden">
+								<div class="flex items-center gap-2 bg-gray-800 dark:bg-gray-900 px-3 py-1.5 text-xs">
+									<span class="text-green-400">&#9654;</span>
+									<span class="font-mono text-gray-300">{artifact.label}</span>
+								</div>
+								{#if contentLineCount(artifact.content) > LINE_COLLAPSE_THRESHOLD}
+									<details>
+										<summary class="cursor-pointer bg-gray-900 dark:bg-black px-3 py-1 text-xs text-gray-400 hover:text-gray-200">
+											Show {contentLineCount(artifact.content)} lines
+										</summary>
+										<pre class="overflow-x-auto bg-gray-900 dark:bg-black p-3 font-mono text-xs leading-relaxed text-green-300 dark:text-green-400">{artifact.content}</pre>
+									</details>
+								{:else}
+									<pre class="overflow-x-auto bg-gray-900 dark:bg-black p-3 font-mono text-xs leading-relaxed text-green-300 dark:text-green-400">{artifact.content}</pre>
+								{/if}
+							</div>
+
+						{:else if artifact.artifactType === ArtifactType.SEARCH_RESULT}
+							<!-- Search result: card with query title -->
+							<div class="rounded-lg border border-purple-200 dark:border-purple-800 bg-purple-50 dark:bg-purple-900/20 p-3">
+								<div class="mb-1 flex items-center gap-2 text-xs">
+									<span class="text-purple-500">&#128269;</span>
+									<span class="font-medium text-purple-700 dark:text-purple-300">{artifact.label}</span>
+								</div>
+								{#if contentLineCount(artifact.content) > LINE_COLLAPSE_THRESHOLD}
+									<details>
+										<summary class="cursor-pointer text-xs text-purple-500 dark:text-purple-400 hover:text-purple-700 dark:hover:text-purple-300">
+											Show full results
+										</summary>
+										<p class="mt-1 whitespace-pre-wrap text-xs text-gray-700 dark:text-gray-300">{@html linkify(artifact.content)}</p>
+									</details>
+								{:else}
+									<p class="whitespace-pre-wrap text-xs text-gray-700 dark:text-gray-300">{@html linkify(artifact.content)}</p>
+								{/if}
+							</div>
+
+						{:else}
+							<!-- Text / finding artifact: plain text -->
+							<div class="flex items-start gap-2 text-sm">
+								<span class="mt-0.5 text-gray-400 dark:text-gray-500">&#128196;</span>
+								<span class="text-xs text-gray-700 dark:text-gray-300">{@html linkify(artifact.content)}</span>
+							</div>
+						{/if}
+					{/each}
+				</div>
+			</div>
+		{/if}
+	</div>
+</details>
+
+<style>
+	details[open] > summary .chevron {
+		transform: rotate(90deg);
+	}
+</style>

src/lib/components/InferenceStatsPanel.svelte

@@ -0,0 +1,94 @@
+<script lang="ts">
+	import type { InferenceStats } from '$lib/proto/llm_multiverse/v1/common_pb';
+
+	let { stats }: { stats: InferenceStats } = $props();
+
+	const utilizationPct = $derived(
+		stats.contextWindowSize > 0
+			? Math.min(100, (stats.totalTokens / stats.contextWindowSize) * 100)
+			: 0
+	);
+
+	const utilizationColor = $derived.by(() => {
+		if (utilizationPct >= 90) return { bar: 'bg-red-500', text: 'text-red-700 dark:text-red-400' };
+		if (utilizationPct >= 70) return { bar: 'bg-amber-500', text: 'text-amber-700 dark:text-amber-400' };
+		return { bar: 'bg-blue-500', text: 'text-blue-700 dark:text-blue-400' };
+	});
+
+	function formatNumber(n: number): string {
+		return n.toLocaleString();
+	}
+</script>
+
+<details class="mx-4 mb-3 rounded-xl border border-indigo-200 dark:border-indigo-800 bg-indigo-50 dark:bg-indigo-900/20">
+	<summary class="flex cursor-pointer items-center gap-2 px-4 py-2.5 select-none">
+		<svg class="chevron h-4 w-4 shrink-0 text-gray-500 dark:text-gray-400 transition-transform" fill="none" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" d="M8.25 4.5l7.5 7.5-7.5 7.5" /></svg>
+		<span class="rounded-full bg-indigo-100 dark:bg-indigo-900/40 px-2.5 py-0.5 text-xs font-medium text-indigo-800 dark:text-indigo-300">
+			Stats
+		</span>
+		<span class="truncate text-xs text-indigo-700 dark:text-indigo-400">
+			{formatNumber(stats.totalTokens)} tokens
+			{#if stats.tokensPerSecond > 0}
+				&middot; {stats.tokensPerSecond.toFixed(1)} tok/s
+			{/if}
+			{#if stats.contextWindowSize > 0}
+				&middot; {utilizationPct.toFixed(0)}% context
+			{/if}
+		</span>
+	</summary>
+
+	<div class="border-t border-indigo-200 dark:border-indigo-800 px-4 pb-4 pt-3">
+		<div class="grid grid-cols-2 gap-x-6 gap-y-3 sm:grid-cols-3">
+			<div>
+				<p class="text-[10px] font-medium uppercase tracking-wider text-gray-500 dark:text-gray-400">Prompt</p>
+				<p class="text-sm font-semibold text-gray-900 dark:text-gray-100">{formatNumber(stats.promptTokens)}</p>
+			</div>
+			<div>
+				<p class="text-[10px] font-medium uppercase tracking-wider text-gray-500 dark:text-gray-400">Completion</p>
+				<p class="text-sm font-semibold text-gray-900 dark:text-gray-100">{formatNumber(stats.completionTokens)}</p>
+			</div>
+			<div>
+				<p class="text-[10px] font-medium uppercase tracking-wider text-gray-500 dark:text-gray-400">Total</p>
+				<p class="text-sm font-semibold text-gray-900 dark:text-gray-100">{formatNumber(stats.totalTokens)}</p>
+			</div>
+			{#if stats.tokensPerSecond > 0}
+				<div>
+					<p class="text-[10px] font-medium uppercase tracking-wider text-gray-500 dark:text-gray-400">Throughput</p>
+					<p class="text-sm font-semibold text-gray-900 dark:text-gray-100">{stats.tokensPerSecond.toFixed(1)} tok/s</p>
+				</div>
+			{/if}
+			{#if stats.contextWindowSize > 0}
+				<div class="col-span-2">
+					<p class="text-[10px] font-medium uppercase tracking-wider text-gray-500 dark:text-gray-400">Context Window</p>
+					<p class="text-sm font-semibold text-gray-900 dark:text-gray-100">{formatNumber(stats.contextWindowSize)}</p>
+				</div>
+			{/if}
+		</div>
+
+		{#if stats.contextWindowSize > 0}
+			<div class="mt-3 border-t border-indigo-200 dark:border-indigo-800 pt-3">
+				<div class="flex items-center justify-between text-xs">
+					<span class="font-medium text-gray-600 dark:text-gray-400">Context Utilization</span>
+					<span class="font-semibold {utilizationColor.text}">{utilizationPct.toFixed(1)}%</span>
+				</div>
+				<div class="mt-1.5 h-2 w-full overflow-hidden rounded-full bg-gray-200 dark:bg-gray-700">
+					<div
+						class="h-full rounded-full transition-all duration-300 {utilizationColor.bar}"
+						style="width: {utilizationPct}%"
+						role="progressbar"
+						aria-valuenow={utilizationPct}
+						aria-valuemin={0}
+						aria-valuemax={100}
+						aria-label="Context window utilization"
+					></div>
+				</div>
+			</div>
+		{/if}
+	</div>
+</details>
+
+<style>
+	details[open] > summary .chevron {
+		transform: rotate(90deg);
+	}
+</style>

src/lib/components/LineageTree.svelte

@@ -0,0 +1,301 @@
+<script lang="ts">
+	import type { LineageNode } from '$lib/types/lineage';
+	import { agentTypeLabel, agentTypeColor } from '$lib/types/lineage';
+	import { themeStore } from '$lib/stores/theme.svelte';
+
+	let {
+		nodes,
+		onSelectNode
+	}: {
+		nodes: LineageNode[];
+		onSelectNode?: (node: LineageNode) => void;
+	} = $props();
+
+	let selectedNodeId: string | null = $state(null);
+
+	// Layout constants
+	const NODE_WIDTH = 180;
+	const NODE_HEIGHT = 64;
+	const HORIZONTAL_GAP = 60;
+	const VERTICAL_GAP = 24;
+
+	/**
+	 * Positioned node with computed x/y coordinates for SVG rendering.
+	 */
+	interface PositionedNode {
+		node: LineageNode;
+		x: number;
+		y: number;
+		children: PositionedNode[];
+	}
+
+	/**
+	 * Edge between two positioned nodes.
+	 */
+	interface Edge {
+		fromX: number;
+		fromY: number;
+		toX: number;
+		toY: number;
+	}
+
+	/**
+	 * Computes leaf counts for every node in a single bottom-up pass.
+	 * Stores results in a map keyed by node identity.
+	 */
+	function computeLeafCounts(roots: LineageNode[]): Map<LineageNode, number> {
+		// eslint-disable-next-line svelte/prefer-svelte-reactivity -- internal computation map, not reactive state
+		const counts = new Map<LineageNode, number>();
+		function walk(node: LineageNode): number {
+			if (node.children.length === 0) {
+				counts.set(node, 1);
+				return 1;
+			}
+			const total = node.children.reduce((sum, child) => sum + walk(child), 0);
+			counts.set(node, total);
+			return total;
+		}
+		for (const root of roots) walk(root);
+		return counts;
+	}
+
+	/**
+	 * Computes positioned nodes using a horizontal tree layout.
+	 * Root is on the left; children branch to the right.
+	 */
+	function layoutTree(roots: LineageNode[]): {
+		positioned: PositionedNode[];
+		totalWidth: number;
+		totalHeight: number;
+	} {
+		const leafCounts = computeLeafCounts(roots);
+		const totalLeaves = roots.reduce((sum, r) => sum + (leafCounts.get(r) ?? 1), 0);
+		const totalHeight = totalLeaves * (NODE_HEIGHT + VERTICAL_GAP) - VERTICAL_GAP;
+
+		function positionNode(
+			node: LineageNode,
+			depth: number,
+			startY: number,
+			availableHeight: number
+		): PositionedNode {
+			const x = depth * (NODE_WIDTH + HORIZONTAL_GAP);
+
+			if (node.children.length === 0) {
+				const y = startY + availableHeight / 2 - NODE_HEIGHT / 2;
+				return { node, x, y, children: [] };
+			}
+
+			const childLeafCounts = node.children.map((c) => leafCounts.get(c) ?? 1);
+			const totalChildLeaves = childLeafCounts.reduce((a, b) => a + b, 0);
+
+			let currentY = startY;
+			const positionedChildren: PositionedNode[] = [];
+
+			for (let i = 0; i < node.children.length; i++) {
+				const childHeight = (childLeafCounts[i] / totalChildLeaves) * availableHeight;
+				const positioned = positionNode(node.children[i], depth + 1, currentY, childHeight);
+				positionedChildren.push(positioned);
+				currentY += childHeight;
+			}
+
+			// Center parent vertically relative to its children
+			const firstChildCenter = positionedChildren[0].y + NODE_HEIGHT / 2;
+			const lastChildCenter =
+				positionedChildren[positionedChildren.length - 1].y + NODE_HEIGHT / 2;
+			const y = (firstChildCenter + lastChildCenter) / 2 - NODE_HEIGHT / 2;
+
+			return { node, x, y, children: positionedChildren };
+		}
+
+		let currentY = 0;
+		const positioned: PositionedNode[] = [];
+		for (const root of roots) {
+			const rootLeaves = leafCounts.get(root) ?? 1;
+			const rootHeight = (rootLeaves / totalLeaves) * totalHeight;
+			positioned.push(positionNode(root, 0, currentY, rootHeight));
+			currentY += rootHeight;
+		}
+
+		// Calculate max depth for width
+		function maxDepth(pn: PositionedNode): number {
+			if (pn.children.length === 0) return 0;
+			return 1 + Math.max(...pn.children.map(maxDepth));
+		}
+
+		const depth = positioned.length > 0 ? Math.max(...positioned.map(maxDepth)) : 0;
+		const totalWidth = (depth + 1) * (NODE_WIDTH + HORIZONTAL_GAP) - HORIZONTAL_GAP;
+
+		return { positioned, totalWidth, totalHeight };
+	}
+
+	/**
+	 * Collects all edges from the positioned tree for SVG rendering.
+	 */
+	function collectEdges(positioned: PositionedNode[]): Edge[] {
+		const edges: Edge[] = [];
+
+		function walk(pn: PositionedNode) {
+			for (const child of pn.children) {
+				edges.push({
+					fromX: pn.x + NODE_WIDTH,
+					fromY: pn.y + NODE_HEIGHT / 2,
+					toX: child.x,
+					toY: child.y + NODE_HEIGHT / 2
+				});
+				walk(child);
+			}
+		}
+
+		for (const pn of positioned) {
+			walk(pn);
+		}
+
+		return edges;
+	}
+
+	/**
+	 * Collects all positioned nodes into a flat list for rendering.
+	 */
+	function collectNodes(positioned: PositionedNode[]): PositionedNode[] {
+		const result: PositionedNode[] = [];
+
+		function walk(pn: PositionedNode) {
+			result.push(pn);
+			for (const child of pn.children) {
+				walk(child);
+			}
+		}
+
+		for (const pn of positioned) {
+			walk(pn);
+		}
+
+		return result;
+	}
+
+	const layout = $derived(layoutTree(nodes));
+	const edges = $derived(collectEdges(layout.positioned));
+	const allNodes = $derived(collectNodes(layout.positioned));
+
+	const svgWidth = $derived(layout.totalWidth + 40);
+	const svgHeight = $derived(layout.totalHeight + 40);
+
+	// Dark-mode aware colors for SVG elements
+	const edgeColor = $derived(themeStore.isDark ? '#4b5563' : '#d1d5db');
+	const defaultStroke = $derived(themeStore.isDark ? '#4b5563' : '#e5e7eb');
+	const idTextColor = $derived(themeStore.isDark ? '#9ca3af' : '#6b7280');
+	const depthTextColor = $derived(themeStore.isDark ? '#6b7280' : '#9ca3af');
+
+	function handleNodeClick(node: LineageNode) {
+		selectedNodeId = selectedNodeId === node.id ? null : node.id;
+		onSelectNode?.(node);
+	}
+
+	/**
+	 * Generates an SVG path for a smooth bezier curve between two points.
+	 */
+	function edgePath(edge: Edge): string {
+		const midX = (edge.fromX + edge.toX) / 2;
+		return `M ${edge.fromX} ${edge.fromY} C ${midX} ${edge.fromY}, ${midX} ${edge.toY}, ${edge.toX} ${edge.toY}`;
+	}
+
+	/**
+	 * Truncates an ID string for display in the node.
+	 */
+	function truncateId(id: string): string {
+		return id.length > 16 ? id.slice(0, 14) + '..' : id;
+	}
+</script>
+
+<div class="overflow-auto rounded-lg border border-gray-200 dark:border-gray-700 bg-white dark:bg-gray-900">
+	{#if nodes.length === 0}
+		<div class="flex items-center justify-center p-12 text-sm text-gray-400 dark:text-gray-500">
+			No lineage data available
+		</div>
+	{:else}
+		<svg
+			width={svgWidth}
+			height={svgHeight}
+			viewBox="0 0 {svgWidth} {svgHeight}"
+			class="min-w-full"
+		>
+			<g transform="translate(20, 20)">
+				<!-- Edges -->
+				{#each edges as edge, i (i)}
+					<path
+						d={edgePath(edge)}
+						fill="none"
+						stroke={edgeColor}
+						stroke-width="2"
+						stroke-linecap="round"
+					/>
+				{/each}
+
+				<!-- Nodes -->
+				{#each allNodes as pn (pn.node.id)}
+					{@const colors = agentTypeColor(pn.node.agentType)}
+					{@const colorSet = themeStore.isDark ? colors.dark : colors.light}
+					{@const isSelected = selectedNodeId === pn.node.id}
+
+					<g
+						class="cursor-pointer"
+						transform="translate({pn.x}, {pn.y})"
+						onclick={() => handleNodeClick(pn.node)}
+						onkeydown={(e) => {
+							if (e.key === 'Enter' || e.key === ' ') handleNodeClick(pn.node);
+						}}
+						role="button"
+						tabindex="0"
+						aria-label="Agent {pn.node.id}, type {agentTypeLabel(pn.node.agentType)}, depth {pn.node.spawnDepth}"
+					>
+						<!-- Node background -->
+						<rect
+							width={NODE_WIDTH}
+							height={NODE_HEIGHT}
+							rx="8"
+							ry="8"
+							fill={colorSet.fill}
+							stroke={isSelected ? colorSet.stroke : defaultStroke}
+							stroke-width={isSelected ? 2.5 : 1.5}
+						/>
+
+						<!-- Agent type label -->
+						<text
+							x={NODE_WIDTH / 2}
+							y="22"
+							text-anchor="middle"
+							fill={colorSet.text}
+							font-size="12"
+							font-weight="600"
+						>
+							{agentTypeLabel(pn.node.agentType)}
+						</text>
+
+						<!-- Agent ID -->
+						<text
+							x={NODE_WIDTH / 2}
+							y="38"
+							text-anchor="middle"
+							fill={idTextColor}
+							font-size="10"
+							font-family="monospace"
+						>
+							{truncateId(pn.node.id)}
+						</text>
+
+						<!-- Spawn depth badge -->
+						<text
+							x={NODE_WIDTH / 2}
+							y="54"
+							text-anchor="middle"
+							fill={depthTextColor}
+							font-size="10"
+						>
+							depth: {pn.node.spawnDepth}
+						</text>
+					</g>
+				{/each}
+			</g>
+		</svg>
+	{/if}
+</div>

src/lib/components/MemoryCandidateCard.svelte

@@ -0,0 +1,40 @@
+<script lang="ts">
+	import type { StoredMemoryCandidate } from '$lib/stores/memory.svelte';
+	import { resultSourceConfig } from '$lib/types/resultSource';
+
+	let { candidate }: { candidate: StoredMemoryCandidate } = $props();
+
+	const sourceBadge = $derived(resultSourceConfig(candidate.source));
+
+	const confidencePct = $derived(Math.round(candidate.confidence * 100));
+
+	const confidenceColor = $derived.by(() => {
+		if (candidate.confidence >= 0.8) return { bar: 'bg-green-500', text: 'text-green-700 dark:text-green-400' };
+		if (candidate.confidence >= 0.5) return { bar: 'bg-amber-500', text: 'text-amber-700 dark:text-amber-400' };
+		return { bar: 'bg-red-500', text: 'text-red-700 dark:text-red-400' };
+	});
+</script>
+
+<div class="rounded-lg border border-gray-200 dark:border-gray-700 bg-white dark:bg-gray-900 p-4">
+	<div class="mb-2 flex items-center justify-between gap-2">
+		<span
+			class="shrink-0 rounded-full px-2.5 py-0.5 text-xs font-medium {sourceBadge.bg} {sourceBadge.text}"
+		>
+			{sourceBadge.label}
+		</span>
+		<span class="text-xs font-medium {confidenceColor.text}">
+			{confidencePct}%
+		</span>
+	</div>
+
+	<p class="mb-3 text-sm text-gray-700 dark:text-gray-300">{candidate.content}</p>
+
+	<div class="flex items-center gap-2">
+		<div class="h-2 flex-1 overflow-hidden rounded-full bg-gray-100 dark:bg-gray-700">
+			<div
+				class="h-full rounded-full transition-all {confidenceColor.bar}"
+				style="width: {confidencePct}%"
+			></div>
+		</div>
+	</div>
+</div>

src/lib/components/MessageBubble.svelte

@@ -0,0 +1,20 @@
+<script lang="ts">
+	import type { ChatMessage } from '$lib/types';
+
+	let { message }: { message: ChatMessage } = $props();
+
+	const isUser = $derived(message.role === 'user');
+</script>
+
+<div class="flex {isUser ? 'justify-end' : 'justify-start'} mb-3">
+	<div
+		class="max-w-[85%] md:max-w-[75%] rounded-2xl px-3 py-2 md:px-4 md:py-2.5 {isUser
+			? 'bg-blue-600 text-white rounded-br-md'
+			: 'bg-gray-200 dark:bg-gray-700 text-gray-900 dark:text-gray-100 rounded-bl-md'}"
+	>
+		<p class="text-sm whitespace-pre-wrap">{message.content}</p>
+		<time class="mt-1 block text-xs {isUser ? 'text-blue-200' : 'text-gray-500 dark:text-gray-400'}">
+			{message.timestamp.toLocaleTimeString([], { hour: '2-digit', minute: '2-digit' })}
+		</time>
+	</div>
+</div>

src/lib/components/MessageInput.svelte

@@ -0,0 +1,63 @@
+<script lang="ts">
+	let {
+		onSend,
+		disabled = false
+	}: { onSend: (message: string) => void; disabled?: boolean } = $props();
+
+	let input = $state('');
+	let textarea: HTMLTextAreaElement | undefined = $state();
+
+	function handleSubmit() {
+		const trimmed = input.trim();
+		if (!trimmed || disabled) return;
+		onSend(trimmed);
+		input = '';
+		resizeTextarea();
+	}
+
+	function handleKeydown(e: KeyboardEvent) {
+		if (e.key === 'Enter' && !e.shiftKey) {
+			e.preventDefault();
+			handleSubmit();
+		}
+	}
+
+	function resizeTextarea() {
+		if (!textarea) return;
+		textarea.style.height = 'auto';
+		textarea.style.height = Math.min(textarea.scrollHeight, 200) + 'px';
+	}
+
+	$effect(() => {
+		if (!disabled && textarea) {
+			textarea.focus();
+		}
+	});
+</script>
+
+<div class="border-t border-gray-200 dark:border-gray-700 bg-white dark:bg-gray-900 p-3 md:p-4">
+	<form onsubmit={(e) => { e.preventDefault(); handleSubmit(); }} class="flex items-end gap-2">
+		<textarea
+			bind:this={textarea}
+			bind:value={input}
+			onkeydown={handleKeydown}
+			oninput={resizeTextarea}
+			{disabled}
+			placeholder="Type a message..."
+			rows="1"
+			class="flex-1 resize-none rounded-xl border border-gray-300 dark:border-gray-600 bg-white dark:bg-gray-800 px-3 py-2.5 text-base md:px-4 md:text-sm text-gray-900 dark:text-gray-100
+				focus:border-blue-500 focus:ring-1 focus:ring-blue-500 focus:outline-none
+				disabled:bg-gray-100 dark:disabled:bg-gray-700 disabled:text-gray-400 dark:disabled:text-gray-500
+				placeholder:text-gray-400 dark:placeholder:text-gray-500"
+		></textarea>
+		<button
+			type="submit"
+			disabled={disabled || !input.trim()}
+			class="min-h-[44px] min-w-[44px] rounded-xl bg-blue-600 px-4 py-2.5 text-sm font-medium text-white
+				hover:bg-blue-700 focus:ring-2 focus:ring-blue-500 focus:ring-offset-2 focus:outline-none
+				disabled:bg-gray-300 dark:disabled:bg-gray-600 disabled:cursor-not-allowed"
+		>
+			Send
+		</button>
+	</form>
+</div>

src/lib/components/MessageList.svelte

@@ -0,0 +1,37 @@
+<script lang="ts">
+	import { tick } from 'svelte';
+	import type { ChatMessage } from '$lib/types';
+	import MessageBubble from './MessageBubble.svelte';
+
+	let { messages }: { messages: ChatMessage[] } = $props();
+
+	let container: Element | undefined = $state();
+
+	async function scrollToBottom() {
+		await tick();
+		if (container) {
+			container.scrollTop = container.scrollHeight;
+		}
+	}
+
+	$effect(() => {
+		if (messages.length > 0) {
+			scrollToBottom();
+		}
+	});
+</script>
+
+<div bind:this={container} class="flex-1 overflow-y-auto p-4 bg-white dark:bg-gray-900">
+	{#if messages.length === 0}
+		<div class="flex h-full items-center justify-center">
+			<div class="text-center text-gray-400 dark:text-gray-500">
+				<p class="text-lg font-medium">No messages yet</p>
+				<p class="mt-1 text-sm">Send a message to start a conversation</p>
+			</div>
+		</div>
+	{:else}
+		{#each messages as message (message.id)}
+			<MessageBubble {message} />
+		{/each}
+	{/if}
+</div>

src/lib/components/OrchestrationProgress.svelte

@@ -0,0 +1,90 @@
+<script lang="ts">
+	import { OrchestrationState } from '$lib/proto/llm_multiverse/v1/orchestrator_pb';
+
+	let { state }: { state: OrchestrationState } = $props();
+
+	const phases = [
+		{ state: OrchestrationState.DECOMPOSING, label: 'Decomposing' },
+		{ state: OrchestrationState.DISPATCHING, label: 'Dispatching' },
+		{ state: OrchestrationState.EXECUTING, label: 'Executing' },
+		{ state: OrchestrationState.COMPACTING, label: 'Compacting' },
+		{ state: OrchestrationState.COMPLETE, label: 'Complete' }
+	];
+
+	function getStatus(phaseState: OrchestrationState): 'completed' | 'active' | 'pending' {
+		if (state === OrchestrationState.UNSPECIFIED) return 'pending';
+		if (phaseState < state) return 'completed';
+		if (phaseState === state) return 'active';
+		return 'pending';
+	}
+</script>
+
+<div class="mx-4 mb-2 rounded-xl bg-gray-50 dark:bg-gray-800 px-4 py-3">
+	<div class="flex items-center justify-between">
+		{#each phases as phase, i (phase.state)}
+			{@const status = getStatus(phase.state)}
+			<div class="flex flex-col items-center gap-1">
+				<div
+					class="flex h-7 w-7 items-center justify-center rounded-full text-xs font-medium transition-all duration-300
+						{status === 'completed'
+						? 'bg-green-500 text-white'
+						: status === 'active'
+							? 'bg-blue-500 text-white ring-2 ring-blue-300 dark:ring-blue-600 ring-offset-1 dark:ring-offset-gray-800 animate-pulse-ring'
+							: 'bg-gray-200 dark:bg-gray-600 text-gray-500 dark:text-gray-400'}"
+				>
+					{#if status === 'completed'}
+						&#10003;
+					{:else}
+						{i + 1}
+					{/if}
+				</div>
+				<span
+					class="text-xs transition-colors duration-300
+						{status === 'active' ? 'font-medium text-blue-600 dark:text-blue-400' : 'text-gray-500 dark:text-gray-400'}"
+				>
+					{phase.label}
+				</span>
+			</div>
+			{#if i < phases.length - 1}
+				{@const nextStatus = getStatus(phases[i + 1].state)}
+				<div class="relative mb-5 h-0.5 flex-1 bg-gray-200 dark:bg-gray-600 overflow-hidden">
+					{#if nextStatus !== 'pending'}
+						<!-- Completed: solid green fill -->
+						<div class="absolute inset-0 bg-green-500"></div>
+					{:else if status === 'active'}
+						<!-- Active: animated fill shimmer -->
+						<div class="absolute inset-0 animate-progress-fill bg-gradient-to-r from-blue-500 via-blue-400 to-blue-500 bg-[length:200%_100%]"></div>
+					{/if}
+				</div>
+			{/if}
+		{/each}
+	</div>
+</div>
+
+<style>
+	@keyframes pulse-ring {
+		0%, 100% {
+			box-shadow: 0 0 0 0 rgba(59, 130, 246, 0.5);
+		}
+		50% {
+			box-shadow: 0 0 0 6px rgba(59, 130, 246, 0);
+		}
+	}
+
+	@keyframes progress-fill {
+		0% {
+			background-position: 200% 0;
+		}
+		100% {
+			background-position: -200% 0;
+		}
+	}
+
+	:global(.animate-pulse-ring) {
+		animation: pulse-ring 2s ease-in-out infinite;
+	}
+
+	:global(.animate-progress-fill) {
+		animation: progress-fill 2s linear infinite;
+	}
+</style>

src/lib/components/PageHeader.svelte

@@ -0,0 +1,38 @@
+<script lang="ts">
+	import type { Snippet } from 'svelte';
+	import ThemeToggle from '$lib/components/ThemeToggle.svelte';
+
+	let {
+		title,
+		backHref,
+		backLabel = 'Chat',
+		children
+	}: {
+		title: string;
+		backHref?: string;
+		backLabel?: string;
+		children?: Snippet;
+	} = $props();
+</script>
+
+<header class="flex items-center justify-between border-b border-gray-200 dark:border-gray-700 bg-white dark:bg-gray-900 px-4 py-3 md:px-6">
+	<div class="flex items-center gap-2 md:gap-4">
+		{#if backHref}
+			<!-- eslint-disable svelte/no-navigation-without-resolve -- resolveRoute is resolve; plugin does not recognize the alias -->
+			<a
+				href={backHref}
+				class="rounded-lg px-2.5 py-1.5 text-sm text-gray-600 dark:text-gray-400 hover:bg-gray-100 dark:hover:bg-gray-700 hover:text-gray-900 dark:hover:text-gray-100"
+			>
+				&larr; {backLabel}
+			</a>
+			<!-- eslint-enable svelte/no-navigation-without-resolve -->
+		{/if}
+		<h1 class="text-base md:text-lg font-semibold text-gray-900 dark:text-gray-100">{title}</h1>
+	</div>
+	<div class="flex items-center gap-2">
+		{#if children}
+			{@render children()}
+		{/if}
+		<ThemeToggle />
+	</div>
+</header>

src/lib/components/SessionSidebar.svelte

@@ -0,0 +1,111 @@
+<script lang="ts">
+	import { sessionStore } from '$lib/stores/sessions.svelte';
+	import { formatRelativeDate } from '$lib/utils/date';
+	import Backdrop from '$lib/components/Backdrop.svelte';
+
+	let {
+		onSelectSession,
+		onNewChat,
+		open = false,
+		onClose
+	}: {
+		onSelectSession: (id: string) => void;
+		onNewChat: () => void;
+		open?: boolean;
+		onClose?: () => void;
+	} = $props();
+
+	let confirmDeleteId: string | null = $state(null);
+
+	const sessions = $derived(sessionStore.getAllSessions());
+	const activeId = $derived(sessionStore.activeSessionId);
+
+	function handleDelete(e: MouseEvent, id: string) {
+		e.stopPropagation();
+		if (confirmDeleteId === id) {
+			sessionStore.deleteSession(id);
+			confirmDeleteId = null;
+			if (sessionStore.activeSessionId) {
+				onSelectSession(sessionStore.activeSessionId);
+			}
+		} else {
+			confirmDeleteId = id;
+		}
+	}
+
+	function handleSelectAndClose(id: string) {
+		onSelectSession(id);
+		onClose?.();
+	}
+
+	function handleNewChatAndClose() {
+		onNewChat();
+		onClose?.();
+	}
+
+
+</script>
+
+{#if open}
+	<Backdrop onClose={() => onClose?.()} />
+{/if}
+
+<!-- Sidebar: always visible on md+, slide-in drawer on mobile when open -->
+<aside
+	class="flex h-full w-64 flex-col border-r border-gray-200 dark:border-gray-700 bg-gray-50 dark:bg-gray-800
+		fixed inset-y-0 left-0 z-50 transition-transform duration-300 ease-in-out
+		{open ? 'translate-x-0' : '-translate-x-full'}
+		md:relative md:z-auto md:translate-x-0 md:transition-none"
+>
+	<div class="flex items-center justify-between border-b border-gray-200 dark:border-gray-700 p-3">
+		<button
+			type="button"
+			onclick={handleNewChatAndClose}
+			class="flex-1 rounded-lg bg-blue-600 px-3 py-2 text-sm font-medium text-white hover:bg-blue-700"
+		>
+			+ New Chat
+		</button>
+		<!-- Close button visible only on mobile -->
+		<button
+			type="button"
+			onclick={onClose}
+			class="ml-2 flex h-9 w-9 items-center justify-center rounded-lg text-gray-500 dark:text-gray-400 hover:bg-gray-200 dark:hover:bg-gray-700 md:hidden"
+			aria-label="Close sidebar"
+		>
+			&#10005;
+		</button>
+	</div>
+
+	<div class="flex-1 overflow-y-auto">
+		{#if sessions.length === 0}
+			<p class="p-4 text-center text-sm text-gray-400 dark:text-gray-500">No sessions yet</p>
+		{:else}
+			{#each sessions as session (session.id)}
+				<div
+					role="button"
+					tabindex="0"
+					onclick={() => handleSelectAndClose(session.id)}
+					onkeydown={(e) => { if (e.key === 'Enter') handleSelectAndClose(session.id); }}
+					class="group flex w-full cursor-pointer items-start gap-2 border-b border-gray-100 dark:border-gray-700 px-3 py-3 text-left hover:bg-gray-100 dark:hover:bg-gray-700
+						{activeId === session.id ? 'bg-blue-50 dark:bg-blue-900/30 border-l-2 border-l-blue-500' : ''}"
+				>
+					<div class="min-w-0 flex-1">
+						<p class="truncate text-sm font-medium text-gray-900 dark:text-gray-100">{session.title}</p>
+						<p class="mt-0.5 text-xs text-gray-500 dark:text-gray-400">{formatRelativeDate(session.createdAt)}</p>
+					</div>
+					<button
+						type="button"
+						onclick={(e) => handleDelete(e, session.id)}
+						class="shrink-0 rounded p-1 text-xs opacity-0 group-hover:opacity-100
+							{confirmDeleteId === session.id
+							? 'bg-red-100 dark:bg-red-900/40 text-red-600 dark:text-red-400'
+							: 'text-gray-400 dark:text-gray-500 hover:bg-gray-200 dark:hover:bg-gray-600 hover:text-gray-600 dark:hover:text-gray-300'}"
+						title={confirmDeleteId === session.id ? 'Click again to confirm' : 'Delete session'}
+					>
+						{confirmDeleteId === session.id ? '\u2713' : '\u2715'}
+					</button>
+				</div>
+			{/each}
+		{/if}
+	</div>
+</aside>

src/lib/components/ThemeToggle.svelte

@@ -0,0 +1,37 @@
+<script lang="ts">
+	import { themeStore } from '$lib/stores/theme.svelte';
+
+	const labels: Record<string, string> = {
+		system: 'System',
+		light: 'Light',
+		dark: 'Dark'
+	};
+</script>
+
+<button
+	type="button"
+	onclick={() => themeStore.cycle()}
+	class="flex items-center gap-1.5 rounded-lg px-2.5 py-1.5 text-sm text-gray-600 hover:bg-gray-100 hover:text-gray-900 dark:text-gray-400 dark:hover:bg-gray-700 dark:hover:text-gray-100"
+	title="Theme: {labels[themeStore.mode]} (click to cycle)"
+>
+	{#if themeStore.mode === 'light'}
+		<!-- Sun icon -->
+		<svg class="h-4 w-4" fill="none" viewBox="0 0 24 24" stroke="currentColor" stroke-width="2">
+			<circle cx="12" cy="12" r="5" />
+			<path d="M12 1v2M12 21v2M4.22 4.22l1.42 1.42M18.36 18.36l1.42 1.42M1 12h2M21 12h2M4.22 19.78l1.42-1.42M18.36 5.64l1.42-1.42" />
+		</svg>
+	{:else if themeStore.mode === 'dark'}
+		<!-- Moon icon -->
+		<svg class="h-4 w-4" fill="none" viewBox="0 0 24 24" stroke="currentColor" stroke-width="2">
+			<path d="M21 12.79A9 9 0 1 1 11.21 3 7 7 0 0 0 21 12.79z" />
+		</svg>
+	{:else}
+		<!-- Monitor/system icon -->
+		<svg class="h-4 w-4" fill="none" viewBox="0 0 24 24" stroke="currentColor" stroke-width="2">
+			<rect x="2" y="3" width="20" height="14" rx="2" ry="2" />
+			<line x1="8" y1="21" x2="16" y2="21" />
+			<line x1="12" y1="17" x2="12" y2="21" />
+		</svg>
+	{/if}
+	<span class="text-xs">{labels[themeStore.mode]}</span>
+</button>

src/lib/components/ThinkingSection.svelte

@@ -0,0 +1,31 @@
+<script lang="ts">
+	let { content }: { content: string } = $props();
+
+	let expanded = $state(false);
+</script>
+
+{#if content}
+	<div class="mx-4 mb-2">
+		<button
+			type="button"
+			onclick={() => (expanded = !expanded)}
+			class="flex w-full items-center gap-2 rounded-lg bg-amber-50 dark:bg-amber-900/30 px-3 py-2 text-left text-sm text-amber-700 dark:text-amber-300 hover:bg-amber-100 dark:hover:bg-amber-900/50 transition-colors"
+		>
+			<span
+				class="inline-block transition-transform duration-200 {expanded
+					? 'rotate-90'
+					: 'rotate-0'}"
+			>
+				&#9654;
+			</span>
+			<span class="font-medium">Thinking...</span>
+		</button>
+		{#if expanded}
+			<div
+				class="mt-1 rounded-b-lg border border-t-0 border-amber-200 dark:border-amber-700 bg-amber-50/50 dark:bg-amber-900/20 px-4 py-3 text-sm text-amber-800 dark:text-amber-200 whitespace-pre-wrap"
+			>
+				{content}
+			</div>
+		{/if}
+	</div>
+{/if}

src/lib/components/ToastContainer.svelte

@@ -0,0 +1,86 @@
+<script lang="ts">
+	import { toastStore, type ToastType } from '$lib/stores/toast.svelte';
+
+	const typeStyles: Record<ToastType, { bg: string; border: string; icon: string }> = {
+		error: {
+			bg: 'bg-red-50 dark:bg-red-900/40',
+			border: 'border-red-200 dark:border-red-800',
+			icon: 'text-red-500 dark:text-red-400'
+		},
+		warning: {
+			bg: 'bg-amber-50 dark:bg-amber-900/40',
+			border: 'border-amber-200 dark:border-amber-800',
+			icon: 'text-amber-500 dark:text-amber-400'
+		},
+		success: {
+			bg: 'bg-green-50 dark:bg-green-900/40',
+			border: 'border-green-200 dark:border-green-800',
+			icon: 'text-green-500 dark:text-green-400'
+		},
+		info: {
+			bg: 'bg-blue-50 dark:bg-blue-900/40',
+			border: 'border-blue-200 dark:border-blue-800',
+			icon: 'text-blue-500 dark:text-blue-400'
+		}
+	};
+
+	const typeLabels: Record<ToastType, string> = {
+		error: 'Error',
+		warning: 'Warning',
+		success: 'Success',
+		info: 'Info'
+	};
+</script>
+
+{#if toastStore.toasts.length > 0}
+	<div class="fixed bottom-4 right-4 z-50 flex flex-col gap-2 max-w-sm w-full pointer-events-none">
+		{#each toastStore.toasts as toast (toast.id)}
+			{@const style = typeStyles[toast.type]}
+			<div
+				class="pointer-events-auto flex items-start gap-3 rounded-lg border px-4 py-3 shadow-lg {style.bg} {style.border}"
+				role="alert"
+			>
+				<!-- Icon -->
+				<div class="mt-0.5 shrink-0 {style.icon}">
+					{#if toast.type === 'error'}
+						<svg class="h-5 w-5" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor">
+							<path stroke-linecap="round" stroke-linejoin="round" d="M12 9v3.75m-9.303 3.376c-.866 1.5.217 3.374 1.948 3.374h14.71c1.73 0 2.813-1.874 1.948-3.374L13.949 3.378c-.866-1.5-3.032-1.5-3.898 0L2.697 16.126ZM12 15.75h.007v.008H12v-.008Z" />
+						</svg>
+					{:else if toast.type === 'warning'}
+						<svg class="h-5 w-5" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor">
+							<path stroke-linecap="round" stroke-linejoin="round" d="M12 9v3.75m9-.75a9 9 0 1 1-18 0 9 9 0 0 1 18 0Zm-9 3.75h.008v.008H12v-.008Z" />
+						</svg>
+					{:else if toast.type === 'success'}
+						<svg class="h-5 w-5" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor">
+							<path stroke-linecap="round" stroke-linejoin="round" d="M9 12.75 11.25 15 15 9.75M21 12a9 9 0 1 1-18 0 9 9 0 0 1 18 0Z" />
+						</svg>
+					{:else}
+						<svg class="h-5 w-5" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor">
+							<path stroke-linecap="round" stroke-linejoin="round" d="m11.25 11.25.041-.02a.75.75 0 0 1 1.063.852l-.708 2.836a.75.75 0 0 0 1.063.853l.041-.021M21 12a9 9 0 1 1-18 0 9 9 0 0 1 18 0Zm-9-3.75h.008v.008H12V8.25Z" />
+						</svg>
+					{/if}
+				</div>
+
+				<!-- Content -->
+				<div class="min-w-0 flex-1">
+					<p class="text-xs font-medium text-gray-900 dark:text-gray-100">{typeLabels[toast.type]}</p>
+					<p class="mt-0.5 text-sm text-gray-700 dark:text-gray-300">{toast.message}</p>
+				</div>
+
+				<!-- Dismiss button -->
+				{#if toast.dismissable}
+					<button
+						type="button"
+						onclick={() => toastStore.removeToast(toast.id)}
+						class="shrink-0 rounded-md p-1 text-gray-400 hover:text-gray-600 dark:text-gray-500 dark:hover:text-gray-300"
+						aria-label="Dismiss"
+					>
+						<svg class="h-4 w-4" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor">
+							<path stroke-linecap="round" stroke-linejoin="round" d="M6 18 18 6M6 6l12 12" />
+						</svg>
+					</button>
+				{/if}
+			</div>
+		{/each}
+	</div>
+{/if}

src/lib/composables/useOrchestration.svelte.ts

@@ -0,0 +1,174 @@
+import type { ChatMessage } from '$lib/types';
+import type { SubagentResult, InferenceStats } from '$lib/proto/llm_multiverse/v1/common_pb';
+import type { SessionConfig } from '$lib/proto/llm_multiverse/v1/orchestrator_pb';
+import { processRequest, OrchestratorError, friendlyMessage } from '$lib/services/orchestrator';
+import { OrchestrationState } from '$lib/proto/llm_multiverse/v1/orchestrator_pb';
+import { sessionStore } from '$lib/stores/sessions.svelte';
+import { memoryStore } from '$lib/stores/memory.svelte';
+import { auditStore } from '$lib/stores/audit.svelte';
+import { logger } from '$lib/utils/logger';
+
+export function createOrchestration() {
+	let isStreaming = $state(false);
+	let error: string | null = $state(null);
+	let lastFailedContent: string | null = $state(null);
+	let orchestrationState: OrchestrationState = $state(OrchestrationState.UNSPECIFIED);
+	let intermediateResult: string = $state('');
+	let finalResult: SubagentResult | null = $state(null);
+	let inferenceStats: InferenceStats | null = $state(null);
+
+	async function send(
+		sessionId: string,
+		content: string,
+		config: SessionConfig,
+		messages: ChatMessage[]
+	): Promise<ChatMessage[]> {
+		error = null;
+		lastFailedContent = null;
+		orchestrationState = OrchestrationState.UNSPECIFIED;
+		intermediateResult = '';
+		finalResult = null;
+		inferenceStats = null;
+
+		let lastAuditState = OrchestrationState.UNSPECIFIED;
+
+		const userMessage: ChatMessage = {
+			id: crypto.randomUUID(),
+			role: 'user',
+			content,
+			// eslint-disable-next-line svelte/prefer-svelte-reactivity -- plain data, not reactive state
+			timestamp: new Date()
+		};
+		messages.push(userMessage);
+
+		const assistantMessage: ChatMessage = {
+			id: crypto.randomUUID(),
+			role: 'assistant',
+			content: '',
+			// eslint-disable-next-line svelte/prefer-svelte-reactivity -- plain data, not reactive state
+			timestamp: new Date()
+		};
+		messages.push(assistantMessage);
+
+		sessionStore.updateMessages(sessionId, messages);
+		isStreaming = true;
+
+		try {
+			for await (const response of processRequest(sessionId, content, config)) {
+				orchestrationState = response.state;
+
+				if (response.state !== lastAuditState) {
+					const stateLabel = OrchestrationState[response.state] ?? String(response.state);
+					logger.debug('useOrchestration', `State: ${stateLabel}`, {
+						sessionId,
+						state: response.state
+					});
+					auditStore.addEvent(sessionId, {
+						eventType: 'state_change',
+						details: response.message || `State changed to ${stateLabel}`,
+						state: stateLabel
+					});
+					lastAuditState = response.state;
+				}
+
+				if (response.intermediateResult) {
+					intermediateResult = response.intermediateResult;
+				}
+				if (response.inferenceStats) {
+					inferenceStats = response.inferenceStats;
+				}
+				if (response.finalResult) {
+					finalResult = response.finalResult;
+					if (response.finalResult.newMemoryCandidates.length > 0) {
+						memoryStore.addCandidates(
+							sessionId,
+							response.finalResult.newMemoryCandidates.map((mc) => ({
+								content: mc.content,
+								source: mc.source,
+								confidence: mc.confidence
+							}))
+						);
+					}
+				}
+				const idx = messages.length - 1;
+				messages[idx] = {
+					...messages[idx],
+					content: response.message
+				};
+			}
+		} catch (err) {
+			const isOrcErr = err instanceof OrchestratorError;
+			const code = isOrcErr ? err.code : 'unknown';
+			const details = isOrcErr ? err.details : undefined;
+			const friendlyMsg = isOrcErr
+				? friendlyMessage(err.code)
+				: 'An unexpected error occurred';
+			const displayMsg =
+				code && code !== 'unknown'
+					? `${friendlyMsg} (${code})`
+					: friendlyMsg;
+			error = displayMsg;
+			lastFailedContent = content;
+			logger.error('useOrchestration', 'Request failed', { code, details });
+			auditStore.addEvent(sessionId, {
+				eventType: 'error',
+				details: `${friendlyMsg} | code=${code}${details ? ` | details=${details}` : ''}`
+			});
+			const idx = messages.length - 1;
+			messages[idx] = {
+				...messages[idx],
+				content: `\u26A0 ${displayMsg}`
+			};
+		} finally {
+			isStreaming = false;
+			sessionStore.updateMessages(sessionId, messages);
+		}
+
+		return messages;
+	}
+
+	function retry(
+		sessionId: string,
+		config: SessionConfig,
+		messages: ChatMessage[]
+	): { messages: ChatMessage[]; sending: boolean } {
+		if (!lastFailedContent) return { messages, sending: false };
+		const content = lastFailedContent;
+		// Remove the failed user+assistant pair before retrying
+		if (
+			messages.length >= 2 &&
+			messages[messages.length - 2].role === 'user' &&
+			messages[messages.length - 1].role === 'assistant' &&
+			messages[messages.length - 1].content.startsWith('\u26A0')
+		) {
+			messages = messages.slice(0, -2);
+		}
+		send(sessionId, content, config, messages);
+		return { messages, sending: true };
+	}
+
+	function reset() {
+		error = null;
+		finalResult = null;
+		inferenceStats = null;
+	}
+
+	return {
+		get isStreaming() { return isStreaming; },
+		get error() { return error; },
+		get lastFailedContent() { return lastFailedContent; },
+		get orchestrationState() { return orchestrationState; },
+		get intermediateResult() { return intermediateResult; },
+		get finalResult() { return finalResult; },
+		get inferenceStats() { return inferenceStats; },
+		send,
+		retry,
+		reset
+	};
+}
+
+/**
+ * Module-level singleton so orchestration state survives tab/route changes.
+ * The chat page uses this instead of calling createOrchestration() per mount.
+ */
+export const orchestrationStore = createOrchestration();

src/lib/proto/llm_multiverse/v1/common_pb.ts

@@ -12,7 +12,47 @@ import type { Message } from "@bufbuild/protobuf";
  * Describes the file llm_multiverse/v1/common.proto.
  */
 export const file_llm_multiverse_v1_common: GenFile = /*@__PURE__*/
-  fileDesc("Ch5sbG1fbXVsdGl2ZXJzZS92MS9jb21tb24ucHJvdG8SEWxsbV9tdWx0aXZlcnNlLnYxImoKD0FnZW50SWRlbnRpZmllchIQCghhZ2VudF9pZBgBIAEoCRIwCgphZ2VudF90eXBlGAIgASgOMhwubGxtX211bHRpdmVyc2UudjEuQWdlbnRUeXBlEhMKC3NwYXduX2RlcHRoGAMgASgNIkIKDEFnZW50TGluZWFnZRIyCgZhZ2VudHMYASADKAsyIi5sbG1fbXVsdGl2ZXJzZS52MS5BZ2VudElkZW50aWZpZXIi1wEKDlNlc3Npb25Db250ZXh0EhIKCnNlc3Npb25faWQYASABKAkSDwoHdXNlcl9pZBgCIAEoCRI2Cg1hZ2VudF9saW5lYWdlGAMgASgLMh8ubGxtX211bHRpdmVyc2UudjEuQWdlbnRMaW5lYWdlEjgKDm92ZXJyaWRlX2xldmVsGAQgASgOMiAubGxtX211bHRpdmVyc2UudjEuT3ZlcnJpZGVMZXZlbBIuCgpjcmVhdGVkX2F0GAUgASgLMhouZ29vZ2xlLnByb3RvYnVmLlRpbWVzdGFtcCKdAQoLRXJyb3JEZXRhaWwSDAoEY29kZRgBIAEoCRIPCgdtZXNzYWdlGAIgASgJEj4KCG1ldGFkYXRhGAMgAygLMiwubGxtX211bHRpdmVyc2UudjEuRXJyb3JEZXRhaWwuTWV0YWRhdGFFbnRyeRovCg1NZXRhZGF0YUVudHJ5EgsKA2tleRgBIAEoCRINCgV2YWx1ZRgCIAEoCToCOAEiZwoPTWVtb3J5Q2FuZGlkYXRlEg8KB2NvbnRlbnQYASABKAkSLwoGc291cmNlGAIgASgOMh8ubGxtX211bHRpdmVyc2UudjEuUmVzdWx0U291cmNlEhIKCmNvbmZpZGVuY2UYAyABKAIiwwIKDlN1YmFnZW50UmVzdWx0Ei8KBnN0YXR1cxgBIAEoDjIfLmxsbV9tdWx0aXZlcnNlLnYxLlJlc3VsdFN0YXR1cxIPCgdzdW1tYXJ5GAIgASgJEhEKCWFydGlmYWN0cxgDIAMoCRI4Cg5yZXN1bHRfcXVhbGl0eRgEIAEoDjIgLmxsbV9tdWx0aXZlcnNlLnYxLlJlc3VsdFF1YWxpdHkSLwoGc291cmNlGAUgASgOMh8ubGxtX211bHRpdmVyc2UudjEuUmVzdWx0U291cmNlEkEKFW5ld19tZW1vcnlfY2FuZGlkYXRlcxgGIAMoCzIiLmxsbV9tdWx0aXZlcnNlLnYxLk1lbW9yeUNhbmRpZGF0ZRIbCg5mYWlsdXJlX3JlYXNvbhgHIAEoCUgAiAEBQhEKD19mYWlsdXJlX3JlYXNvbiqoAQoJQWdlbnRUeXBlEhoKFkFHRU5UX1RZUEVfVU5TUEVDSUZJRUQQABIbChdBR0VOVF9UWVBFX09SQ0hFU1RSQVRPUhABEhkKFUFHRU5UX1RZUEVfUkVTRUFSQ0hFUhACEhQKEEFHRU5UX1RZUEVfQ09ERVIQAxIXChNBR0VOVF9UWVBFX1NZU0FETUlOEAQSGAoUQUdFTlRfVFlQRV9BU1NJU1RBTlQQBSr1AQoIVG9vbFR5cGUSGQoVVE9PTF9UWVBFX1VOU1BFQ0lGSUVEEAASGQoVVE9PTF9UWVBFX01FTU9SWV9SRUFEEAESGgoWVE9PTF9UWVBFX01FTU9SWV9XUklURRACEhgKFFRPT0xfVFlQRV9XRUJfU0VBUkNIEAMSFQoRVE9PTF9UWVBFX0ZTX1JFQUQQBBIWChJUT09MX1RZUEVfRlNfV1JJVEUQBRIWChJUT09MX1RZUEVfUlVOX0NPREUQBhIXChNUT09MX1RZUEVfUlVOX1NIRUxMEAcSHQoZVE9PTF9UWVBFX1BBQ0tBR0VfSU5TVEFMTBAIKnoKDU92ZXJyaWRlTGV2ZWwSHgoaT1ZFUlJJREVfTEVWRUxfVU5TUEVDSUZJRUQQABIXChNPVkVSUklERV9MRVZFTF9OT05FEAESGAoUT1ZFUlJJREVfTEVWRUxfUkVMQVgQAhIWChJPVkVSUklERV9MRVZFTF9BTEwQAyp9CgxSZXN1bHRTdGF0dXMSHQoZUkVTVUxUX1NUQVRVU19VTlNQRUNJRklFRBAAEhkKFVJFU1VMVF9TVEFUVVNfU1VDQ0VTUxABEhkKFVJFU1VMVF9TVEFUVVNfUEFSVElBTBACEhgKFFJFU1VMVF9TVEFUVVNfRkFJTEVEEAMqhwEKDVJlc3VsdFF1YWxpdHkSHgoaUkVTVUxUX1FVQUxJVFlfVU5TUEVDSUZJRUQQABIbChdSRVNVTFRfUVVBTElUWV9WRVJJRklFRBABEhsKF1JFU1VMVF9RVUFMSVRZX0lORkVSUkVEEAISHAoYUkVTVUxUX1FVQUxJVFlfVU5DRVJUQUlOEAMqhgEKDFJlc3VsdFNvdXJjZRIdChlSRVNVTFRfU09VUkNFX1VOU1BFQ0lGSUVEEAASHQoZUkVTVUxUX1NPVVJDRV9UT09MX09VVFBVVBABEiEKHVJFU1VMVF9TT1VSQ0VfTU9ERUxfS05PV0xFREdFEAISFQoRUkVTVUxUX1NPVVJDRV9XRUIQA2IGcHJvdG8z", [file_google_protobuf_timestamp]);
+  fileDesc("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", [file_google_protobuf_timestamp]);
+
+/**
+ * A concrete output produced by an agent (code, command output, etc.).
+ *
+ * @generated from message llm_multiverse.v1.Artifact
+ */
+export type Artifact = Message<"llm_multiverse.v1.Artifact"> & {
+  /**
+   * Display name (filename, query, etc.)
+   *
+   * @generated from field: string label = 1;
+   */
+  label: string;
+
+  /**
+   * Full content
+   *
+   * @generated from field: string content = 2;
+   */
+  content: string;
+
+  /**
+   * @generated from field: llm_multiverse.v1.ArtifactType artifact_type = 3;
+   */
+  artifactType: ArtifactType;
+
+  /**
+   * language, path, tool_name, exit_code, etc.
+   *
+   * @generated from field: map<string, string> metadata = 4;
+   */
+  metadata: { [key: string]: string };
+};
+
+/**
+ * Describes the message llm_multiverse.v1.Artifact.
+ * Use `create(ArtifactSchema)` to create a new message.
+ */
+export const ArtifactSchema: GenMessage<Artifact> = /*@__PURE__*/
+  messageDesc(file_llm_multiverse_v1_common, 0);
 
 /**
  * Identifies a single agent in the lineage chain.
@@ -41,7 +81,7 @@ export type AgentIdentifier = Message<"llm_multiverse.v1.AgentIdentifier"> & {
  * Use `create(AgentIdentifierSchema)` to create a new message.
  */
 export const AgentIdentifierSchema: GenMessage<AgentIdentifier> = /*@__PURE__*/
-  messageDesc(file_llm_multiverse_v1_common, 0);
+  messageDesc(file_llm_multiverse_v1_common, 1);
 
 /**
  * Ordered chain of agents from orchestrator (index 0) to current agent.
@@ -61,7 +101,7 @@ export type AgentLineage = Message<"llm_multiverse.v1.AgentLineage"> & {
  * Use `create(AgentLineageSchema)` to create a new message.
  */
 export const AgentLineageSchema: GenMessage<AgentLineage> = /*@__PURE__*/
-  messageDesc(file_llm_multiverse_v1_common, 1);
+  messageDesc(file_llm_multiverse_v1_common, 2);
 
 /**
  * Carried in every gRPC request for audit trail and broker enforcement.
@@ -100,7 +140,7 @@ export type SessionContext = Message<"llm_multiverse.v1.SessionContext"> & {
  * Use `create(SessionContextSchema)` to create a new message.
  */
 export const SessionContextSchema: GenMessage<SessionContext> = /*@__PURE__*/
-  messageDesc(file_llm_multiverse_v1_common, 2);
+  messageDesc(file_llm_multiverse_v1_common, 3);
 
 /**
  * Structured error detail for gRPC error responses.
@@ -129,7 +169,7 @@ export type ErrorDetail = Message<"llm_multiverse.v1.ErrorDetail"> & {
  * Use `create(ErrorDetailSchema)` to create a new message.
  */
 export const ErrorDetailSchema: GenMessage<ErrorDetail> = /*@__PURE__*/
-  messageDesc(file_llm_multiverse_v1_common, 3);
+  messageDesc(file_llm_multiverse_v1_common, 4);
 
 /**
  * A candidate memory entry proposed by a subagent for persistence.
@@ -158,7 +198,56 @@ export type MemoryCandidate = Message<"llm_multiverse.v1.MemoryCandidate"> & {
  * Use `create(MemoryCandidateSchema)` to create a new message.
  */
 export const MemoryCandidateSchema: GenMessage<MemoryCandidate> = /*@__PURE__*/
-  messageDesc(file_llm_multiverse_v1_common, 4);
+  messageDesc(file_llm_multiverse_v1_common, 5);
+
+/**
+ * Inference statistics surfaced from model-gateway through the orchestrator.
+ *
+ * @generated from message llm_multiverse.v1.InferenceStats
+ */
+export type InferenceStats = Message<"llm_multiverse.v1.InferenceStats"> & {
+  /**
+   * Number of tokens in the prompt.
+   *
+   * @generated from field: uint32 prompt_tokens = 1;
+   */
+  promptTokens: number;
+
+  /**
+   * Number of tokens generated.
+   *
+   * @generated from field: uint32 completion_tokens = 2;
+   */
+  completionTokens: number;
+
+  /**
+   * Sum of prompt + completion tokens.
+   *
+   * @generated from field: uint32 total_tokens = 3;
+   */
+  totalTokens: number;
+
+  /**
+   * Model's maximum context length.
+   *
+   * @generated from field: uint32 context_window_size = 4;
+   */
+  contextWindowSize: number;
+
+  /**
+   * Generation throughput (tokens per second).
+   *
+   * @generated from field: float tokens_per_second = 5;
+   */
+  tokensPerSecond: number;
+};
+
+/**
+ * Describes the message llm_multiverse.v1.InferenceStats.
+ * Use `create(InferenceStatsSchema)` to create a new message.
+ */
+export const InferenceStatsSchema: GenMessage<InferenceStats> = /*@__PURE__*/
+  messageDesc(file_llm_multiverse_v1_common, 6);
 
 /**
  * Standardized return value from any subagent to its parent.
@@ -179,9 +268,11 @@ export type SubagentResult = Message<"llm_multiverse.v1.SubagentResult"> & {
   summary: string;
 
   /**
-   * @generated from field: repeated string artifacts = 3;
+   * Structured artifacts produced during the agent loop.
+   *
+   * @generated from field: repeated llm_multiverse.v1.Artifact artifacts = 3;
    */
-  artifacts: string[];
+  artifacts: Artifact[];
 
   /**
    * @generated from field: llm_multiverse.v1.ResultQuality result_quality = 4;
@@ -209,7 +300,7 @@ export type SubagentResult = Message<"llm_multiverse.v1.SubagentResult"> & {
  * Use `create(SubagentResultSchema)` to create a new message.
  */
 export const SubagentResultSchema: GenMessage<SubagentResult> = /*@__PURE__*/
-  messageDesc(file_llm_multiverse_v1_common, 5);
+  messageDesc(file_llm_multiverse_v1_common, 7);
 
 /**
  * Agent types with distinct tool permission manifests.
@@ -450,3 +541,49 @@ export enum ResultSource {
 export const ResultSourceSchema: GenEnum<ResultSource> = /*@__PURE__*/
   enumDesc(file_llm_multiverse_v1_common, 5);
 
+/**
+ * Type of artifact produced by an agent during its tool call loop.
+ *
+ * @generated from enum llm_multiverse.v1.ArtifactType
+ */
+export enum ArtifactType {
+  /**
+   * @generated from enum value: ARTIFACT_TYPE_UNSPECIFIED = 0;
+   */
+  UNSPECIFIED = 0,
+
+  /**
+   * Code written via fs_write
+   *
+   * @generated from enum value: ARTIFACT_TYPE_CODE = 1;
+   */
+  CODE = 1,
+
+  /**
+   * Plain text / file content from fs_read
+   *
+   * @generated from enum value: ARTIFACT_TYPE_TEXT = 2;
+   */
+  TEXT = 2,
+
+  /**
+   * Output from run_code / run_shell
+   *
+   * @generated from enum value: ARTIFACT_TYPE_COMMAND_OUTPUT = 3;
+   */
+  COMMAND_OUTPUT = 3,
+
+  /**
+   * Web search results
+   *
+   * @generated from enum value: ARTIFACT_TYPE_SEARCH_RESULT = 4;
+   */
+  SEARCH_RESULT = 4,
+}
+
+/**
+ * Describes the enum llm_multiverse.v1.ArtifactType.
+ */
+export const ArtifactTypeSchema: GenEnum<ArtifactType> = /*@__PURE__*/
+  enumDesc(file_llm_multiverse_v1_common, 6);
+

src/lib/proto/llm_multiverse/v1/orchestrator_pb.ts

@@ -4,7 +4,7 @@
 
 import type { GenEnum, GenFile, GenMessage, GenService } from "@bufbuild/protobuf/codegenv2";
 import { enumDesc, fileDesc, messageDesc, serviceDesc } from "@bufbuild/protobuf/codegenv2";
-import type { AgentType, OverrideLevel, SessionContext, SubagentResult, ToolType } from "./common_pb";
+import type { AgentType, InferenceStats, OverrideLevel, SessionContext, SubagentResult, ToolType } from "./common_pb";
 import { file_llm_multiverse_v1_common } from "./common_pb";
 import type { Message } from "@bufbuild/protobuf";
 
@@ -12,7 +12,7 @@ import type { Message } from "@bufbuild/protobuf";
  * Describes the file llm_multiverse/v1/orchestrator.proto.
  */
 export const file_llm_multiverse_v1_orchestrator: GenFile = /*@__PURE__*/
-  fileDesc("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", [file_llm_multiverse_v1_common]);
+  fileDesc("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", [file_llm_multiverse_v1_common]);
 
 /**
  * Per-session configuration for override control.
@@ -199,6 +199,13 @@ export type ProcessRequestResponse = Message<"llm_multiverse.v1.ProcessRequestRe
    * @generated from field: optional llm_multiverse.v1.SubagentResult final_result = 4;
    */
   finalResult?: SubagentResult;
+
+  /**
+   * Inference statistics from the model-gateway (on the final streamed message).
+   *
+   * @generated from field: optional llm_multiverse.v1.InferenceStats inference_stats = 5;
+   */
+  inferenceStats?: InferenceStats;
 };
 
 /**

src/lib/services/orchestrator.ts

@@ -0,0 +1,262 @@
+import { createClient, ConnectError, Code } from '@connectrpc/connect';
+import { createGrpcWebTransport } from '@connectrpc/connect-web';
+import { OrchestratorService } from '$lib/proto/llm_multiverse/v1/orchestrator_pb';
+import type {
+	ProcessRequestResponse,
+	SessionConfig
+} from '$lib/proto/llm_multiverse/v1/orchestrator_pb';
+import { create } from '@bufbuild/protobuf';
+import { ProcessRequestRequestSchema } from '$lib/proto/llm_multiverse/v1/orchestrator_pb';
+import { connectionStore } from '$lib/stores/connection.svelte';
+import { toastStore } from '$lib/stores/toast.svelte';
+import { logger } from '$lib/utils/logger';
+
+/**
+ * Application-level error wrapping gRPC status codes.
+ */
+export class OrchestratorError extends Error {
+	constructor(
+		message: string,
+		public readonly code: string,
+		public readonly details?: string
+	) {
+		super(message);
+		this.name = 'OrchestratorError';
+	}
+}
+
+/**
+ * Map gRPC status codes to user-friendly messages.
+ */
+const GRPC_USER_MESSAGES: Record<string, string> = {
+	unavailable: 'The server is currently unavailable. Please try again later.',
+	deadline_exceeded: 'The request timed out. Please try again.',
+	cancelled: 'The request was cancelled.',
+	not_found: 'The requested resource was not found.',
+	already_exists: 'The resource already exists.',
+	permission_denied: 'You do not have permission to perform this action.',
+	resource_exhausted: 'Rate limit reached. Please wait a moment and try again.',
+	failed_precondition: 'The operation cannot be performed in the current state.',
+	aborted: 'The operation was aborted. Please try again.',
+	unimplemented: 'This feature is not yet available.',
+	internal: 'An internal server error occurred. Please try again.',
+	unauthenticated: 'Authentication required. Please log in.',
+	data_loss: 'Data loss detected. Please contact support.',
+	unknown: 'An unexpected error occurred. Please try again.'
+};
+
+/**
+ * Codes considered transient / retriable.
+ */
+const TRANSIENT_CODES = new Set(['unavailable', 'deadline_exceeded', 'aborted', 'internal']);
+
+/**
+ * Return a user-friendly message for a gRPC error code.
+ */
+export function friendlyMessage(code: string): string {
+	return GRPC_USER_MESSAGES[code.toLowerCase()] ?? GRPC_USER_MESSAGES['unknown'];
+}
+
+/**
+ * Whether the given error code is transient and should be retried.
+ */
+function isTransient(code: string): boolean {
+	return TRANSIENT_CODES.has(code.toLowerCase());
+}
+
+const DEFAULT_ENDPOINT = '/';
+
+let transport: ReturnType<typeof createGrpcWebTransport> | null = null;
+
+function getTransport(endpoint?: string) {
+	if (!transport) {
+		transport = createGrpcWebTransport({
+			baseUrl: endpoint ?? DEFAULT_ENDPOINT
+		});
+	}
+	return transport;
+}
+
+/**
+ * Reset the transport (useful for reconfiguring the endpoint).
+ */
+export function resetTransport(newEndpoint?: string): void {
+	transport = null;
+	if (newEndpoint !== undefined) {
+		transport = createGrpcWebTransport({ baseUrl: newEndpoint });
+	}
+}
+
+/**
+ * Create a configured orchestrator client.
+ */
+function getClient() {
+	return createClient(OrchestratorService, getTransport());
+}
+
+/**
+ * Sleep for a given number of milliseconds.
+ */
+function sleep(ms: number): Promise<void> {
+	return new Promise((resolve) => setTimeout(resolve, ms));
+}
+
+/**
+ * Calculate exponential backoff delay with jitter.
+ * Base delay doubles each attempt: 1s, 2s, 4s (capped at 8s).
+ */
+function backoffDelay(attempt: number): number {
+	const base = Math.min(1000 * Math.pow(2, attempt), 8000);
+	const jitter = Math.random() * base * 0.25;
+	return base + jitter;
+}
+
+const MAX_RETRIES = 3;
+
+/**
+ * Map numeric Code enum values to lowercase string names matching GRPC_USER_MESSAGES keys.
+ */
+const CODE_TO_STRING: Record<number, string> = {
+	[Code.Canceled]: 'cancelled',
+	[Code.Unknown]: 'unknown',
+	[Code.InvalidArgument]: 'failed_precondition',
+	[Code.DeadlineExceeded]: 'deadline_exceeded',
+	[Code.NotFound]: 'not_found',
+	[Code.AlreadyExists]: 'already_exists',
+	[Code.PermissionDenied]: 'permission_denied',
+	[Code.ResourceExhausted]: 'resource_exhausted',
+	[Code.FailedPrecondition]: 'failed_precondition',
+	[Code.Aborted]: 'aborted',
+	[Code.OutOfRange]: 'failed_precondition',
+	[Code.Unimplemented]: 'unimplemented',
+	[Code.Internal]: 'internal',
+	[Code.Unavailable]: 'unavailable',
+	[Code.DataLoss]: 'data_loss',
+	[Code.Unauthenticated]: 'unauthenticated'
+};
+
+/**
+ * Extract gRPC error code from an error, normalising to lowercase string.
+ */
+function extractCode(err: unknown): string {
+	if (err instanceof ConnectError) {
+		return CODE_TO_STRING[err.code] ?? 'unknown';
+	}
+	if (err instanceof Error && 'code' in err) {
+		const raw = (err as { code: unknown }).code;
+		if (typeof raw === 'string') return raw.toLowerCase();
+		if (typeof raw === 'number') return String(raw);
+	}
+	return 'unknown';
+}
+
+/**
+ * Wrap an error into an OrchestratorError with a friendly message.
+ */
+function toOrchestratorError(err: unknown): OrchestratorError {
+	if (err instanceof OrchestratorError) return err;
+	if (err instanceof ConnectError) {
+		const code = extractCode(err);
+		const details = [
+			err.rawMessage,
+			err.cause ? String(err.cause) : ''
+		].filter(Boolean).join('; ');
+		return new OrchestratorError(friendlyMessage(code), code, details || undefined);
+	}
+	if (err instanceof Error) {
+		const code = extractCode(err);
+		return new OrchestratorError(friendlyMessage(code), code, err.message);
+	}
+	return new OrchestratorError(friendlyMessage('unknown'), 'unknown');
+}
+
+/**
+ * Append a diagnostic code suffix to a message, e.g. "(code: unavailable)".
+ */
+function diagnosticSuffix(err: OrchestratorError): string {
+	return err.code && err.code !== 'unknown' ? ` (code: ${err.code})` : '';
+}
+
+/**
+ * Send a request to the orchestrator and yield streaming responses.
+ *
+ * Includes automatic retry with exponential backoff for transient failures.
+ * Updates the connection status store on success or failure and fires
+ * toast notifications on errors.
+ *
+ * Returns an async iterator of `ProcessRequestResponse` messages,
+ * each containing the current orchestration state, status message,
+ * and optionally intermediate or final results.
+ */
+export async function* processRequest(
+	sessionId: string,
+	userMessage: string,
+	sessionConfig?: SessionConfig
+): AsyncGenerator<ProcessRequestResponse> {
+	const request = create(ProcessRequestRequestSchema, {
+		sessionId,
+		userMessage,
+		sessionConfig
+	});
+
+	logger.debug('orchestrator', 'processRequest', {
+		sessionId,
+		messageLength: userMessage.length
+	});
+
+	let lastError: OrchestratorError | null = null;
+
+	for (let attempt = 0; attempt <= MAX_RETRIES; attempt++) {
+		// Skip retries if already known disconnected
+		if (connectionStore.status === 'disconnected' && attempt > 0) {
+			break;
+		}
+
+		if (attempt > 0) {
+			connectionStore.setReconnecting();
+			const delay = backoffDelay(attempt - 1);
+			logger.warn('orchestrator', `Retry attempt ${attempt}/${MAX_RETRIES}`, {
+				sessionId,
+				previousCode: lastError?.code,
+				delay
+			});
+			await sleep(delay);
+		}
+
+		try {
+			const client = getClient();
+			for await (const response of client.processRequest(request)) {
+				connectionStore.reportSuccess();
+				yield response;
+			}
+			logger.debug('orchestrator', 'Stream completed', { sessionId });
+			// Completed successfully — no retry needed
+			return;
+		} catch (err: unknown) {
+			logger.grpcError('orchestrator', `Request failed (attempt ${attempt + 1}/${MAX_RETRIES + 1})`, err);
+			lastError = toOrchestratorError(err);
+			const code = lastError.code;
+
+			if (isTransient(code) && attempt < MAX_RETRIES) {
+				// Will retry — continue loop
+				connectionStore.reportFailure();
+				continue;
+			}
+
+			// Non-transient or exhausted retries
+			connectionStore.reportFailure();
+			const suffix = diagnosticSuffix(lastError);
+			logger.error('orchestrator', 'Request failed permanently', {
+				code: lastError.code,
+				details: lastError.details
+			});
+			toastStore.addToast({ message: lastError.message + suffix, type: 'error' });
+			throw lastError;
+		}
+	}
+
+	// Should not reach here, but guard against it
+	if (lastError) {
+		throw lastError;
+	}
+}

src/lib/stores/audit.svelte.ts

@@ -0,0 +1,88 @@
+import { SvelteMap } from 'svelte/reactivity';
+
+export type AuditEventType = 'state_change' | 'tool_invocation' | 'error' | 'message';
+
+export interface AuditEvent {
+	id: string;
+	sessionId: string;
+	timestamp: Date;
+	eventType: AuditEventType;
+	details: string;
+	state?: string;
+}
+
+export interface SessionAuditLog {
+	sessionId: string;
+	events: AuditEvent[];
+}
+
+const STORAGE_KEY = 'llm-multiverse-audit-events';
+
+function loadEvents(): SvelteMap<string, AuditEvent[]> {
+	if (typeof localStorage === 'undefined') return new SvelteMap();
+	try {
+		const raw = localStorage.getItem(STORAGE_KEY);
+		if (!raw) return new SvelteMap();
+		const arr: [string, AuditEvent[]][] = JSON.parse(raw);
+		return new SvelteMap(
+			arr.map(([id, events]) => [
+				id,
+				events.map((e) => ({ ...e, timestamp: new Date(e.timestamp) }))
+			])
+		);
+	} catch {
+		return new SvelteMap();
+	}
+}
+
+function saveEvents(events: SvelteMap<string, AuditEvent[]>) {
+	if (typeof localStorage === 'undefined') return;
+	localStorage.setItem(STORAGE_KEY, JSON.stringify([...events.entries()]));
+}
+
+function createAuditStore() {
+	const events = $state<SvelteMap<string, AuditEvent[]>>(loadEvents());
+
+	function addEvent(
+		sessionId: string,
+		event: Omit<AuditEvent, 'id' | 'sessionId' | 'timestamp'>
+	) {
+		const auditEvent: AuditEvent = {
+			id: crypto.randomUUID(),
+			sessionId,
+			timestamp: new Date(),
+			...event
+		};
+		const existing = events.get(sessionId) ?? [];
+		events.set(sessionId, [...existing, auditEvent]);
+		saveEvents(events);
+	}
+
+	function getEventsBySession(sessionId: string): AuditEvent[] {
+		return events.get(sessionId) ?? [];
+	}
+
+	function getAllSessions(): SessionAuditLog[] {
+		return [...events.entries()]
+			.map(([sessionId, evts]) => ({ sessionId, events: evts }))
+			.sort((a, b) => {
+				const aLatest = a.events.length > 0 ? a.events[a.events.length - 1].timestamp.getTime() : 0;
+				const bLatest = b.events.length > 0 ? b.events[b.events.length - 1].timestamp.getTime() : 0;
+				return bLatest - aLatest;
+			});
+	}
+
+	function clearSession(sessionId: string) {
+		events.delete(sessionId);
+		saveEvents(events);
+	}
+
+	return {
+		addEvent,
+		getEventsBySession,
+		getAllSessions,
+		clearSession
+	};
+}
+
+export const auditStore = createAuditStore();

src/lib/stores/connection.svelte.ts

@@ -0,0 +1,38 @@
+export type ConnectionStatus = 'connected' | 'reconnecting' | 'disconnected';
+
+function createConnectionStore() {
+	let status: ConnectionStatus = $state('connected');
+	let consecutiveFailures = $state(0);
+
+	function reportSuccess() {
+		status = 'connected';
+		consecutiveFailures = 0;
+	}
+
+	function reportFailure() {
+		consecutiveFailures += 1;
+		if (consecutiveFailures >= 3) {
+			status = 'disconnected';
+		} else {
+			status = 'reconnecting';
+		}
+	}
+
+	function setReconnecting() {
+		status = 'reconnecting';
+	}
+
+	return {
+		get status() {
+			return status;
+		},
+		get consecutiveFailures() {
+			return consecutiveFailures;
+		},
+		reportSuccess,
+		reportFailure,
+		setReconnecting
+	};
+}
+
+export const connectionStore = createConnectionStore();

src/lib/stores/memory.svelte.ts

@@ -0,0 +1,87 @@
+import { SvelteMap } from 'svelte/reactivity';
+import { ResultSource } from '$lib/proto/llm_multiverse/v1/common_pb';
+
+export interface StoredMemoryCandidate {
+	content: string;
+	source: ResultSource;
+	confidence: number;
+}
+
+export interface SessionMemory {
+	sessionId: string;
+	candidates: StoredMemoryCandidate[];
+}
+
+const STORAGE_KEY = 'llm-multiverse-memory-candidates';
+const SAMPLE_CLEANUP_KEY = 'llm-multiverse-sample-data-cleaned';
+
+function loadMemory(): SvelteMap<string, StoredMemoryCandidate[]> {
+	if (typeof localStorage === 'undefined') return new SvelteMap();
+	_cleanupSampleData();
+	try {
+		const raw = localStorage.getItem(STORAGE_KEY);
+		if (!raw) return new SvelteMap();
+		const arr: [string, StoredMemoryCandidate[]][] = JSON.parse(raw);
+		return new SvelteMap(arr);
+	} catch {
+		return new SvelteMap();
+	}
+}
+
+/** One-time removal of previously seeded sample sessions. */
+function _cleanupSampleData() {
+	if (typeof localStorage === 'undefined') return;
+	if (localStorage.getItem(SAMPLE_CLEANUP_KEY)) return;
+	try {
+		const raw = localStorage.getItem(STORAGE_KEY);
+		if (raw) {
+			const arr: [string, unknown[]][] = JSON.parse(raw);
+			const filtered = arr.filter(([id]) => !id.startsWith('session-demo-'));
+			localStorage.setItem(STORAGE_KEY, JSON.stringify(filtered));
+		}
+		// Also clean audit store
+		const auditKey = 'llm-multiverse-audit-events';
+		const auditRaw = localStorage.getItem(auditKey);
+		if (auditRaw) {
+			const arr: [string, unknown[]][] = JSON.parse(auditRaw);
+			const filtered = arr.filter(([id]) => !id.startsWith('session-demo-'));
+			localStorage.setItem(auditKey, JSON.stringify(filtered));
+		}
+	} catch { /* ignore */ }
+	localStorage.setItem(SAMPLE_CLEANUP_KEY, '1');
+}
+
+function saveMemory(memory: SvelteMap<string, StoredMemoryCandidate[]>) {
+	if (typeof localStorage === 'undefined') return;
+	localStorage.setItem(STORAGE_KEY, JSON.stringify([...memory.entries()]));
+}
+
+function createMemoryStore() {
+	const memory = $state<SvelteMap<string, StoredMemoryCandidate[]>>(loadMemory());
+
+	function addCandidates(sessionId: string, candidates: StoredMemoryCandidate[]) {
+		if (candidates.length === 0) return;
+		const existing = memory.get(sessionId) ?? [];
+		memory.set(sessionId, [...existing, ...candidates]);
+		saveMemory(memory);
+	}
+
+	function getAllBySession(): SessionMemory[] {
+		return [...memory.entries()]
+			.map(([sessionId, candidates]) => ({ sessionId, candidates }))
+			.sort((a, b) => a.sessionId.localeCompare(b.sessionId));
+	}
+
+	function clearSession(sessionId: string) {
+		memory.delete(sessionId);
+		saveMemory(memory);
+	}
+
+	return {
+		addCandidates,
+		getAllBySession,
+		clearSession
+	};
+}
+
+export const memoryStore = createMemoryStore();

src/lib/stores/presets.svelte.ts

@@ -0,0 +1,116 @@
+import { OverrideLevel } from '$lib/proto/llm_multiverse/v1/common_pb';
+
+export interface PresetConfig {
+	overrideLevel: OverrideLevel;
+	disabledTools: string[];
+	grantedPermissions: string[];
+}
+
+export interface Preset {
+	name: string;
+	config: PresetConfig;
+	builtIn: boolean;
+}
+
+const STORAGE_KEY = 'llm-multiverse-presets';
+
+const builtInPresets: Preset[] = [
+	{
+		name: 'Strict mode',
+		config: {
+			overrideLevel: OverrideLevel.NONE,
+			disabledTools: ['FS Write', 'Run Shell', 'Run Code', 'Package Install'],
+			grantedPermissions: []
+		},
+		builtIn: true
+	},
+	{
+		name: 'Research only',
+		config: {
+			overrideLevel: OverrideLevel.NONE,
+			disabledTools: ['Memory Write', 'FS Write', 'Run Code', 'Run Shell', 'Package Install'],
+			grantedPermissions: []
+		},
+		builtIn: true
+	},
+	{
+		name: 'Full access',
+		config: {
+			overrideLevel: OverrideLevel.ALL,
+			disabledTools: [],
+			grantedPermissions: []
+		},
+		builtIn: true
+	}
+];
+
+function loadCustomPresets(): Preset[] {
+	if (typeof localStorage === 'undefined') return [];
+	try {
+		const raw = localStorage.getItem(STORAGE_KEY);
+		if (!raw) return [];
+		const parsed: Preset[] = JSON.parse(raw);
+		return parsed.map((p) => ({ ...p, builtIn: false }));
+	} catch {
+		return [];
+	}
+}
+
+function saveCustomPresets(presets: Preset[]) {
+	if (typeof localStorage === 'undefined') return;
+	const custom = presets.filter((p) => !p.builtIn);
+	localStorage.setItem(STORAGE_KEY, JSON.stringify(custom));
+}
+
+function createPresetStore() {
+	const customPresets = $state<Preset[]>(loadCustomPresets());
+
+	function getAllPresets(): Preset[] {
+		return [...builtInPresets, ...customPresets];
+	}
+
+	function savePreset(name: string, config: PresetConfig): Preset {
+		const trimmed = name.trim();
+		if (!trimmed) throw new Error('Preset name cannot be empty');
+		if (builtInPresets.some((p) => p.name === trimmed)) {
+			throw new Error('Cannot overwrite a built-in preset');
+		}
+
+		const existing = customPresets.findIndex((p) => p.name === trimmed);
+		const preset: Preset = { name: trimmed, config, builtIn: false };
+
+		if (existing >= 0) {
+			customPresets[existing] = preset;
+		} else {
+			customPresets.push(preset);
+		}
+
+		saveCustomPresets(customPresets);
+		return preset;
+	}
+
+	function loadPreset(name: string): PresetConfig | null {
+		const all = getAllPresets();
+		const preset = all.find((p) => p.name === name);
+		return preset?.config ?? null;
+	}
+
+	function deletePreset(name: string): boolean {
+		if (builtInPresets.some((p) => p.name === name)) return false;
+		const idx = customPresets.findIndex((p) => p.name === name);
+		if (idx < 0) return false;
+
+		customPresets.splice(idx, 1);
+		saveCustomPresets(customPresets);
+		return true;
+	}
+
+	return {
+		getAllPresets,
+		savePreset,
+		loadPreset,
+		deletePreset
+	};
+}
+
+export const presetStore = createPresetStore();

src/lib/stores/sessions.svelte.ts

@@ -0,0 +1,125 @@
+import { SvelteMap } from 'svelte/reactivity';
+import type { ChatMessage } from '$lib/types';
+
+export interface Session {
+	id: string;
+	title: string;
+	messages: ChatMessage[];
+	createdAt: Date;
+}
+
+const STORAGE_KEY = 'llm-multiverse-sessions';
+const ACTIVE_SESSION_KEY = 'llm-multiverse-active-session';
+
+function loadSessions(): SvelteMap<string, Session> {
+	if (typeof localStorage === 'undefined') return new SvelteMap();
+	try {
+		const raw = localStorage.getItem(STORAGE_KEY);
+		if (!raw) return new SvelteMap();
+		const arr: [string, Session][] = JSON.parse(raw);
+		return new SvelteMap(
+			arr.map(([id, s]) => [
+				id,
+				{ ...s, createdAt: new Date(s.createdAt), messages: s.messages.map(m => ({ ...m, timestamp: new Date(m.timestamp) })) }
+			])
+		);
+	} catch {
+		return new SvelteMap();
+	}
+}
+
+function saveSessions(sessions: SvelteMap<string, Session>) {
+	if (typeof localStorage === 'undefined') return;
+	localStorage.setItem(STORAGE_KEY, JSON.stringify([...sessions.entries()]));
+}
+
+function loadActiveSessionId(): string | null {
+	if (typeof localStorage === 'undefined') return null;
+	return localStorage.getItem(ACTIVE_SESSION_KEY);
+}
+
+function saveActiveSessionId(id: string) {
+	if (typeof localStorage === 'undefined') return;
+	localStorage.setItem(ACTIVE_SESSION_KEY, id);
+}
+
+function createSessionStore() {
+	const sessions = $state<SvelteMap<string, Session>>(loadSessions());
+	let activeSessionId = $state<string | null>(loadActiveSessionId());
+
+	function createSession(id?: string): Session {
+		const session: Session = {
+			id: id ?? crypto.randomUUID(),
+			title: 'New Chat',
+			messages: [],
+			createdAt: new Date()
+		};
+		sessions.set(session.id, session);
+		activeSessionId = session.id;
+		saveSessions(sessions);
+		saveActiveSessionId(session.id);
+		return session;
+	}
+
+	function getOrCreateSession(id?: string): Session {
+		if (id && sessions.has(id)) {
+			activeSessionId = id;
+			saveActiveSessionId(id);
+			return sessions.get(id)!;
+		}
+		// No specific ID — prefer existing active session
+		if (!id && activeSessionId && sessions.has(activeSessionId)) {
+			return sessions.get(activeSessionId)!;
+		}
+		return createSession(id);
+	}
+
+	function updateMessages(sessionId: string, messages: ChatMessage[]) {
+		const session = sessions.get(sessionId);
+		if (!session) return;
+		session.messages = messages;
+		// Update title from first user message if still default
+		if (session.title === 'New Chat') {
+			const firstUser = messages.find(m => m.role === 'user');
+			if (firstUser) {
+				session.title = firstUser.content.slice(0, 50) + (firstUser.content.length > 50 ? '...' : '');
+			}
+		}
+		sessions.set(sessionId, session);
+		saveSessions(sessions);
+	}
+
+	function switchSession(id: string) {
+		if (sessions.has(id)) {
+			activeSessionId = id;
+			saveActiveSessionId(id);
+		}
+	}
+
+	function deleteSession(id: string) {
+		sessions.delete(id);
+		if (activeSessionId === id) {
+			const remaining = getAllSessions();
+			activeSessionId = remaining.length > 0 ? remaining[0].id : null;
+			if (activeSessionId) saveActiveSessionId(activeSessionId);
+		}
+		saveSessions(sessions);
+	}
+
+	function getAllSessions(): Session[] {
+		return [...sessions.values()].sort((a, b) => b.createdAt.getTime() - a.createdAt.getTime());
+	}
+
+	return {
+		get activeSessionId() { return activeSessionId; },
+		get activeSession() { return activeSessionId ? sessions.get(activeSessionId) ?? null : null; },
+		createSession,
+		getOrCreateSession,
+		updateMessages,
+		switchSession,
+		deleteSession,
+		getAllSessions
+	};
+}
+
+export const sessionStore = createSessionStore();

src/lib/stores/theme.svelte.ts

@@ -0,0 +1,99 @@
+export type ThemeMode = 'light' | 'dark' | 'system';
+
+const STORAGE_KEY = 'llm-multiverse-theme';
+
+function createThemeStore() {
+	let mode: ThemeMode = $state('system');
+	let resolvedDark = $state(false);
+	let initialized = false;
+	let mediaQuery: MediaQueryList | null = null;
+	let mediaListener: ((e: MediaQueryListEvent) => void) | null = null;
+
+	function applyTheme(isDark: boolean) {
+		if (typeof document === 'undefined') return;
+		const root = document.documentElement;
+		// Add transition class for smooth switching
+		root.classList.add('theme-transition');
+		if (isDark) {
+			root.classList.add('dark');
+		} else {
+			root.classList.remove('dark');
+		}
+		// Remove transition class after animation completes
+		setTimeout(() => {
+			root.classList.remove('theme-transition');
+		}, 300);
+	}
+
+	function getSystemPreference(): boolean {
+		if (typeof window === 'undefined') return false;
+		return window.matchMedia('(prefers-color-scheme: dark)').matches;
+	}
+
+	function init(): (() => void) | undefined {
+		if (typeof window === 'undefined') return;
+		if (initialized) return;
+		initialized = true;
+
+		// Load saved preference
+		const saved = localStorage.getItem(STORAGE_KEY) as ThemeMode | null;
+		if (saved === 'light' || saved === 'dark' || saved === 'system') {
+			mode = saved;
+		} else {
+			mode = 'system';
+		}
+
+		// Listen for system preference changes
+		mediaQuery = window.matchMedia('(prefers-color-scheme: dark)');
+		mediaListener = (e: MediaQueryListEvent) => {
+			if (mode === 'system') {
+				resolvedDark = e.matches;
+				applyTheme(resolvedDark);
+			}
+		};
+		mediaQuery.addEventListener('change', mediaListener);
+
+		// Apply initial theme
+		resolvedDark =
+			mode === 'dark' ? true : mode === 'light' ? false : getSystemPreference();
+		applyTheme(resolvedDark);
+
+		return () => {
+			if (mediaQuery && mediaListener) {
+				mediaQuery.removeEventListener('change', mediaListener);
+			}
+			initialized = false;
+		};
+	}
+
+	function setMode(newMode: ThemeMode) {
+		mode = newMode;
+		if (typeof window !== 'undefined') {
+			localStorage.setItem(STORAGE_KEY, newMode);
+		}
+		resolvedDark =
+			newMode === 'dark' ? true : newMode === 'light' ? false : getSystemPreference();
+		applyTheme(resolvedDark);
+	}
+
+	function cycle() {
+		const order: ThemeMode[] = ['system', 'light', 'dark'];
+		const idx = order.indexOf(mode);
+		const next = order[(idx + 1) % order.length];
+		setMode(next);
+	}
+
+	return {
+		get mode() {
+			return mode;
+		},
+		get isDark() {
+			return resolvedDark;
+		},
+		init,
+		setMode,
+		cycle
+	};
+}
+
+export const themeStore = createThemeStore();

src/lib/stores/toast.svelte.ts

@@ -0,0 +1,82 @@
+export type ToastType = 'error' | 'warning' | 'success' | 'info';
+
+export interface Toast {
+	id: string;
+	message: string;
+	type: ToastType;
+	duration: number;
+	dismissable: boolean;
+}
+
+const DEFAULT_DURATIONS: Record<ToastType, number> = {
+	success: 5000,
+	info: 5000,
+	warning: 8000,
+	error: 10000
+};
+
+function createToastStore() {
+	let toasts: Toast[] = $state([]);
+	// Internal bookkeeping only — not reactive state, so Map is intentional.
+	// eslint-disable-next-line svelte/prefer-svelte-reactivity
+	const timers = new Map<string, ReturnType<typeof setTimeout>>();
+
+	function addToast(
+		options: Omit<Toast, 'id' | 'duration' | 'dismissable'> & {
+			id?: string;
+			duration?: number;
+			dismissable?: boolean;
+		}
+	): string {
+		const id = options.id ?? crypto.randomUUID();
+		const duration = options.duration ?? DEFAULT_DURATIONS[options.type];
+		const dismissable = options.dismissable ?? true;
+
+		const toast: Toast = {
+			id,
+			message: options.message,
+			type: options.type,
+			duration,
+			dismissable
+		};
+
+		toasts = [...toasts, toast];
+
+		if (duration > 0) {
+			const timer = setTimeout(() => {
+				removeToast(id);
+			}, duration);
+			timers.set(id, timer);
+		}
+
+		return id;
+	}
+
+	function removeToast(id: string) {
+		const timer = timers.get(id);
+		if (timer) {
+			clearTimeout(timer);
+			timers.delete(id);
+		}
+		toasts = toasts.filter((t) => t.id !== id);
+	}
+
+	function clear() {
+		for (const timer of timers.values()) {
+			clearTimeout(timer);
+		}
+		timers.clear();
+		toasts = [];
+	}
+
+	return {
+		get toasts() {
+			return toasts;
+		},
+		addToast,
+		removeToast,
+		clear
+	};
+}
+
+export const toastStore = createToastStore();

src/lib/types.ts

@@ -0,0 +1,6 @@
+export interface ChatMessage {
+	id: string;
+	role: 'user' | 'assistant';
+	content: string;
+	timestamp: Date;
+}

src/lib/types/lineage.ts

@@ -0,0 +1,153 @@
+import { AgentType } from '$lib/proto/llm_multiverse/v1/common_pb';
+
+/**
+ * A node in the agent lineage tree, enriched with children references
+ * for tree rendering.
+ */
+export interface LineageNode {
+	id: string;
+	agentType: AgentType;
+	spawnDepth: number;
+	children: LineageNode[];
+}
+
+/**
+ * Flat agent identifier matching the proto shape but without protobuf Message dependency.
+ * Used for sample data and as input to tree building.
+ */
+export interface SimpleAgentIdentifier {
+	agentId: string;
+	agentType: AgentType;
+	spawnDepth: number;
+	parentId?: string;
+}
+
+/**
+ * Maps AgentType enum values to human-readable labels.
+ */
+export function agentTypeLabel(type: AgentType): string {
+	switch (type) {
+		case AgentType.ORCHESTRATOR:
+			return 'Orchestrator';
+		case AgentType.RESEARCHER:
+			return 'Researcher';
+		case AgentType.CODER:
+			return 'Coder';
+		case AgentType.SYSADMIN:
+			return 'SysAdmin';
+		case AgentType.ASSISTANT:
+			return 'Assistant';
+		default:
+			return 'Unspecified';
+	}
+}
+
+export interface AgentColorSet {
+	fill: string;
+	stroke: string;
+	text: string;
+}
+
+export interface AgentColors {
+	light: AgentColorSet;
+	dark: AgentColorSet;
+	badge: string;
+}
+
+/**
+ * Maps AgentType enum values to light/dark color tokens for SVG rendering
+ * and Tailwind badge classes.
+ */
+export function agentTypeColor(type: AgentType): AgentColors {
+	switch (type) {
+		case AgentType.ORCHESTRATOR:
+			return {
+				light: { fill: '#dbeafe', stroke: '#3b82f6', text: '#1e40af' },
+				dark: { fill: '#1e3a5f', stroke: '#60a5fa', text: '#93c5fd' },
+				badge: 'bg-blue-100 dark:bg-blue-900/40 text-blue-700 dark:text-blue-300'
+			};
+		case AgentType.RESEARCHER:
+			return {
+				light: { fill: '#dcfce7', stroke: '#22c55e', text: '#166534' },
+				dark: { fill: '#14532d', stroke: '#4ade80', text: '#86efac' },
+				badge: 'bg-green-100 dark:bg-green-900/40 text-green-700 dark:text-green-300'
+			};
+		case AgentType.CODER:
+			return {
+				light: { fill: '#f3e8ff', stroke: '#a855f7', text: '#6b21a8' },
+				dark: { fill: '#3b0764', stroke: '#c084fc', text: '#d8b4fe' },
+				badge: 'bg-purple-100 dark:bg-purple-900/40 text-purple-700 dark:text-purple-300'
+			};
+		case AgentType.SYSADMIN:
+			return {
+				light: { fill: '#ffedd5', stroke: '#f97316', text: '#9a3412' },
+				dark: { fill: '#431407', stroke: '#fb923c', text: '#fdba74' },
+				badge: 'bg-orange-100 dark:bg-orange-900/40 text-orange-700 dark:text-orange-300'
+			};
+		case AgentType.ASSISTANT:
+			return {
+				light: { fill: '#ccfbf1', stroke: '#14b8a6', text: '#115e59' },
+				dark: { fill: '#134e4a', stroke: '#2dd4bf', text: '#5eead4' },
+				badge: 'bg-teal-100 dark:bg-teal-900/40 text-teal-700 dark:text-teal-300'
+			};
+		default:
+			return {
+				light: { fill: '#f3f4f6', stroke: '#9ca3af', text: '#374151' },
+				dark: { fill: '#1f2937', stroke: '#6b7280', text: '#9ca3af' },
+				badge: 'bg-gray-100 dark:bg-gray-800 text-gray-700 dark:text-gray-300'
+			};
+	}
+}
+
+/**
+ * Builds a tree of LineageNode from a flat list of SimpleAgentIdentifier.
+ *
+ * The algorithm groups agents by spawnDepth. Depth-0 agents become root nodes.
+ * Each agent at depth N is attached as a child of the last agent at depth N-1
+ * (based on insertion order), which models a sequential spawn chain.
+ *
+ * If parentId is provided, it is used for explicit parent-child linking.
+ */
+export function buildLineageTree(agents: SimpleAgentIdentifier[]): LineageNode[] {
+	if (agents.length === 0) return [];
+
+	const nodeMap = new Map<string, LineageNode>();
+
+	// Create all nodes first
+	for (const agent of agents) {
+		nodeMap.set(agent.agentId, {
+			id: agent.agentId,
+			agentType: agent.agentType,
+			spawnDepth: agent.spawnDepth,
+			children: []
+		});
+	}
+
+	const roots: LineageNode[] = [];
+	const depthLastNode = new Map<number, LineageNode>();
+
+	for (const agent of agents) {
+		const node = nodeMap.get(agent.agentId)!;
+
+		if (agent.parentId && nodeMap.has(agent.parentId)) {
+			// Explicit parent link
+			nodeMap.get(agent.parentId)!.children.push(node);
+		} else if (agent.spawnDepth === 0) {
+			roots.push(node);
+		} else {
+			// Attach to the last node at depth - 1
+			const parent = depthLastNode.get(agent.spawnDepth - 1);
+			if (parent) {
+				parent.children.push(node);
+			} else {
+				// Fallback: treat as root if no parent found
+				roots.push(node);
+			}
+		}
+
+		depthLastNode.set(agent.spawnDepth, node);
+	}
+
+	return roots;
+}
+

src/lib/types/resultSource.ts

@@ -0,0 +1,23 @@
+import { ResultSource } from '$lib/proto/llm_multiverse/v1/common_pb';
+
+export interface ResultSourceStyle {
+	label: string;
+	bg: string;
+	text: string;
+}
+
+/**
+ * Returns label and badge classes for a ResultSource value.
+ */
+export function resultSourceConfig(source: ResultSource): ResultSourceStyle {
+	switch (source) {
+		case ResultSource.TOOL_OUTPUT:
+			return { label: 'Tool Output', bg: 'bg-blue-100 dark:bg-blue-900/40', text: 'text-blue-800 dark:text-blue-300' };
+		case ResultSource.MODEL_KNOWLEDGE:
+			return { label: 'Model Knowledge', bg: 'bg-purple-100 dark:bg-purple-900/40', text: 'text-purple-800 dark:text-purple-300' };
+		case ResultSource.WEB:
+			return { label: 'Web', bg: 'bg-green-100 dark:bg-green-900/40', text: 'text-green-800 dark:text-green-300' };
+		default:
+			return { label: 'Unspecified', bg: 'bg-gray-100 dark:bg-gray-800', text: 'text-gray-800 dark:text-gray-300' };
+	}
+}

src/lib/utils/date.ts

@@ -0,0 +1,19 @@
+/**
+ * Formats a date as a relative string: "Today", "Yesterday", "N days ago", or locale date.
+ */
+export function formatRelativeDate(date: Date): string {
+	const now = new Date();
+	const diff = now.getTime() - date.getTime();
+	const days = Math.floor(diff / (1000 * 60 * 60 * 24));
+	if (days === 0) return 'Today';
+	if (days === 1) return 'Yesterday';
+	if (days < 7) return `${days} days ago`;
+	return date.toLocaleDateString();
+}
+
+/**
+ * Formats a date as a short string like "Mar 12, 2026".
+ */
+export function formatShortDate(date: Date): string {
+	return date.toLocaleDateString([], { month: 'short', day: 'numeric', year: 'numeric' });
+}

src/lib/utils/logger.ts

@@ -0,0 +1,60 @@
+/**
+ * Lightweight dev-mode logging utility.
+ * All diagnostic logging flows through this module.
+ */
+
+import { ConnectError } from '@connectrpc/connect';
+
+declare global {
+	var __LLM_DEBUG: boolean | undefined;
+}
+
+function isDebugEnabled(): boolean {
+	return import.meta.env.DEV || globalThis.__LLM_DEBUG === true;
+}
+
+function fmt(tag: string, message: string): string {
+	return `[${tag}] ${message}`;
+}
+
+export const logger = {
+	debug(tag: string, message: string, ...data: unknown[]): void {
+		if (isDebugEnabled()) {
+			console.debug(fmt(tag, message), ...data);
+		}
+	},
+
+	info(tag: string, message: string, ...data: unknown[]): void {
+		if (isDebugEnabled()) {
+			console.info(fmt(tag, message), ...data);
+		}
+	},
+
+	warn(tag: string, message: string, ...data: unknown[]): void {
+		if (isDebugEnabled()) {
+			console.warn(fmt(tag, message), ...data);
+		}
+	},
+
+	error(tag: string, message: string, ...data: unknown[]): void {
+		if (isDebugEnabled()) {
+			console.error(fmt(tag, message), ...data);
+		}
+	},
+
+	/** Always logs regardless of debug toggle. Destructures ConnectError fields. */
+	grpcError(tag: string, label: string, err: unknown): void {
+		if (err instanceof ConnectError) {
+			console.error(fmt(tag, label), {
+				code: err.code,
+				rawMessage: err.rawMessage,
+				cause: err.cause,
+				metadata: Object.fromEntries(err.metadata.entries())
+			});
+		} else if (err instanceof Error) {
+			console.error(fmt(tag, label), { message: err.message });
+		} else {
+			console.error(fmt(tag, label), err);
+		}
+	}
+};

src/lib/utils/sessionConfig.ts

@@ -0,0 +1,13 @@
+import { OverrideLevel } from '$lib/proto/llm_multiverse/v1/common_pb';
+import type { SessionConfig } from '$lib/proto/llm_multiverse/v1/orchestrator_pb';
+
+/**
+ * Returns true if the session config differs from defaults.
+ */
+export function isNonDefaultConfig(config: SessionConfig): boolean {
+	return (
+		config.overrideLevel !== OverrideLevel.NONE ||
+		config.disabledTools.length > 0 ||
+		config.grantedPermissions.length > 0
+	);
+}

src/routes/+error.svelte

@@ -0,0 +1,54 @@
+<script lang="ts">
+	import { page } from '$app/stores';
+	import { resolveRoute } from '$app/paths';
+
+	const homeHref = resolveRoute('/');
+</script>
+
+<div class="flex min-h-screen items-center justify-center bg-white px-4 dark:bg-gray-900">
+	<div class="w-full max-w-md text-center">
+		<!-- Error icon -->
+		<div class="mx-auto mb-6 flex h-16 w-16 items-center justify-center rounded-full bg-red-100 dark:bg-red-900/40">
+			<svg class="h-8 w-8 text-red-500 dark:text-red-400" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor">
+				<path stroke-linecap="round" stroke-linejoin="round" d="M12 9v3.75m-9.303 3.376c-.866 1.5.217 3.374 1.948 3.374h14.71c1.73 0 2.813-1.874 1.948-3.374L13.949 3.378c-.866-1.5-3.032-1.5-3.898 0L2.697 16.126ZM12 15.75h.007v.008H12v-.008Z" />
+			</svg>
+		</div>
+
+		<!-- Status code -->
+		<p class="text-5xl font-bold text-gray-900 dark:text-gray-100">{$page.status}</p>
+
+		<!-- Message -->
+		<h1 class="mt-3 text-lg font-semibold text-gray-900 dark:text-gray-100">
+			Something went wrong
+		</h1>
+		<p class="mt-2 text-sm text-gray-600 dark:text-gray-400">
+			{$page.error?.message ?? 'An unexpected error occurred. Please try again.'}
+		</p>
+
+		<!-- Actions -->
+		<div class="mt-8 flex flex-col gap-3 sm:flex-row sm:justify-center">
+			<button
+				type="button"
+				onclick={() => history.back()}
+				class="rounded-lg border border-gray-300 bg-white px-4 py-2 text-sm font-medium text-gray-700 hover:bg-gray-50 dark:border-gray-600 dark:bg-gray-800 dark:text-gray-300 dark:hover:bg-gray-700"
+			>
+				Go back
+			</button>
+			<button
+				type="button"
+				onclick={() => location.reload()}
+				class="rounded-lg bg-blue-600 px-4 py-2 text-sm font-medium text-white hover:bg-blue-700"
+			>
+				Try again
+			</button>
+			<!-- eslint-disable svelte/no-navigation-without-resolve -- resolveRoute is resolve; plugin does not recognize the alias -->
+			<a
+				href={homeHref}
+				class="inline-flex items-center justify-center rounded-lg border border-gray-300 bg-white px-4 py-2 text-sm font-medium text-gray-700 hover:bg-gray-50 dark:border-gray-600 dark:bg-gray-800 dark:text-gray-300 dark:hover:bg-gray-700"
+			>
+				Home
+			</a>
+			<!-- eslint-enable svelte/no-navigation-without-resolve -->
+		</div>
+	</div>
+</div>

src/routes/+layout.svelte

@@ -1,8 +1,16 @@
 <script lang="ts">
 	import favicon from '$lib/assets/favicon.svg';
 	import '../app.css';
+	import { onMount } from 'svelte';
+	import { themeStore } from '$lib/stores/theme.svelte';
+	import ToastContainer from '$lib/components/ToastContainer.svelte';
 
 	let { children } = $props();
+
+	onMount(() => {
+		const cleanup = themeStore.init();
+		return cleanup;
+	});
 </script>
 
 <svelte:head>
@@ -10,3 +18,14 @@
 </svelte:head>
 
 {@render children()}
+<ToastContainer />
+
+<style>
+	:global(.theme-transition),
+	:global(.theme-transition *) {
+		transition:
+			background-color 0.3s ease,
+			border-color 0.3s ease,
+			color 0.3s ease !important;
+	}
+</style>

src/routes/+page.svelte

@@ -1,2 +1,27 @@
-<h1 class="text-3xl font-bold text-center mt-8">LLM Multiverse UI</h1>
-<p class="text-center text-gray-600 mt-2">Orchestration interface</p>
+<script lang="ts">
+	import { resolveRoute } from '$app/paths';
+	import ThemeToggle from '$lib/components/ThemeToggle.svelte';
+
+	const chatHref = resolveRoute('/chat');
+	const lineageHref = resolveRoute('/lineage');
+	const memoryHref = resolveRoute('/memory');
+	const auditHref = resolveRoute('/audit');
+</script>
+
+<div class="flex min-h-screen flex-col items-center bg-white dark:bg-gray-900 px-4">
+	<div class="absolute right-4 top-4">
+		<ThemeToggle />
+	</div>
+	<h1 class="text-2xl md:text-3xl font-bold text-center mt-8 text-gray-900 dark:text-gray-100">LLM Multiverse UI</h1>
+	<p class="text-center text-gray-600 dark:text-gray-400 mt-2">Orchestration interface</p>
+	<nav class="flex flex-col sm:flex-row justify-center gap-3 sm:gap-4 mt-6 w-full max-w-md sm:max-w-none sm:w-auto">
+		<!-- eslint-disable-next-line svelte/no-navigation-without-resolve -- resolveRoute is resolve; plugin does not recognize the alias -->
+		<a href={chatHref} class="rounded-lg bg-blue-600 px-4 py-3 sm:py-2 text-center text-sm font-medium text-white hover:bg-blue-700">Chat</a>
+		<!-- eslint-disable-next-line svelte/no-navigation-without-resolve -- resolveRoute is resolve; plugin does not recognize the alias -->
+		<a href={lineageHref} class="rounded-lg bg-gray-100 dark:bg-gray-700 px-4 py-3 sm:py-2 text-center text-sm font-medium text-gray-700 dark:text-gray-300 hover:bg-gray-200 dark:hover:bg-gray-600">Agent Lineage</a>
+		<!-- eslint-disable-next-line svelte/no-navigation-without-resolve -- resolveRoute is resolve; plugin does not recognize the alias -->
+		<a href={memoryHref} class="rounded-lg bg-gray-100 dark:bg-gray-700 px-4 py-3 sm:py-2 text-center text-sm font-medium text-gray-700 dark:text-gray-300 hover:bg-gray-200 dark:hover:bg-gray-600">Memory Candidates</a>
+		<!-- eslint-disable-next-line svelte/no-navigation-without-resolve -- resolveRoute is resolve; plugin does not recognize the alias -->
+		<a href={auditHref} class="rounded-lg bg-gray-100 dark:bg-gray-700 px-4 py-3 sm:py-2 text-center text-sm font-medium text-gray-700 dark:text-gray-300 hover:bg-gray-200 dark:hover:bg-gray-600">Audit Log</a>
+	</nav>
+</div>

src/routes/+page.ts

@@ -0,0 +1,2 @@
+export const prerender = false;
+export const ssr = false;

src/routes/audit/+page.svelte

@@ -0,0 +1,113 @@
+<script lang="ts">
+	import { page } from '$app/stores';
+	import { goto } from '$app/navigation';
+	import { resolveRoute } from '$app/paths';
+	import AuditTimeline from '$lib/components/AuditTimeline.svelte';
+	import PageHeader from '$lib/components/PageHeader.svelte';
+	import { auditStore } from '$lib/stores/audit.svelte';
+	import type { AuditEventType } from '$lib/stores/audit.svelte';
+
+	const chatHref = resolveRoute('/chat');
+
+	const allSessions = $derived(auditStore.getAllSessions());
+
+	const selectedSessionId = $derived($page.url.searchParams.get('session'));
+
+	let typeFilter = $state<AuditEventType | 'all'>('all');
+
+	const events = $derived.by(() => {
+		if (!selectedSessionId) return [];
+		const raw = auditStore.getEventsBySession(selectedSessionId);
+		if (typeFilter === 'all') return raw;
+		return raw.filter((e) => e.eventType === typeFilter);
+	});
+
+	const totalEvents = $derived(events.length);
+
+	function selectSession(sessionId: string) {
+		const url = `${resolveRoute('/audit')}?session=${sessionId}`;
+		// eslint-disable-next-line svelte/no-navigation-without-resolve
+		goto(url, { replaceState: true });
+	}
+
+	const filterOptions: { value: AuditEventType | 'all'; label: string }[] = [
+		{ value: 'all', label: 'All Events' },
+		{ value: 'state_change', label: 'State Changes' },
+		{ value: 'tool_invocation', label: 'Tool Invocations' },
+		{ value: 'error', label: 'Errors' },
+		{ value: 'message', label: 'Messages' }
+	];
+</script>
+
+<div class="flex h-screen flex-col overflow-hidden bg-gray-50 dark:bg-gray-900">
+	<PageHeader title="Audit Log" backHref={chatHref} />
+
+	<!-- Filters -->
+	<div class="border-b border-gray-200 dark:border-gray-700 bg-white dark:bg-gray-900 px-4 py-3 md:px-6">
+		<div class="flex flex-col gap-3 sm:flex-row sm:flex-wrap sm:items-center sm:gap-4">
+			<div class="flex min-w-0 items-center gap-2">
+				<label for="session-select" class="shrink-0 text-xs font-medium text-gray-500 dark:text-gray-400">Session</label>
+				<select
+					id="session-select"
+					value={selectedSessionId ?? ''}
+					onchange={(e) => {
+						const target = e.target as HTMLSelectElement;
+						if (target.value) selectSession(target.value);
+					}}
+					class="min-w-0 max-w-full truncate rounded-md border border-gray-300 dark:border-gray-600 bg-white dark:bg-gray-800 px-2.5 py-1.5 text-sm text-gray-700 dark:text-gray-300 focus:border-blue-500 focus:ring-1 focus:ring-blue-500 focus:outline-none"
+				>
+					<option value="" disabled>Select a session</option>
+					{#each allSessions as session (session.sessionId)}
+						<option value={session.sessionId}>
+							{session.sessionId} ({session.events.length} events)
+						</option>
+					{/each}
+				</select>
+			</div>
+
+			{#if selectedSessionId}
+				<div class="flex items-center gap-2">
+					<label for="type-filter" class="text-xs font-medium text-gray-500 dark:text-gray-400">Type</label>
+					<select
+						id="type-filter"
+						bind:value={typeFilter}
+						class="rounded-md border border-gray-300 dark:border-gray-600 bg-white dark:bg-gray-800 px-2.5 py-1.5 text-sm text-gray-700 dark:text-gray-300 focus:border-blue-500 focus:ring-1 focus:ring-blue-500 focus:outline-none"
+					>
+						{#each filterOptions as opt (opt.value)}
+							<option value={opt.value}>{opt.label}</option>
+						{/each}
+					</select>
+				</div>
+
+				<span class="text-xs text-gray-400 dark:text-gray-500">
+					{totalEvents} event{totalEvents !== 1 ? 's' : ''}
+				</span>
+			{/if}
+		</div>
+	</div>
+
+	<!-- Content -->
+	<main class="flex-1 overflow-auto p-4 md:p-6">
+		{#if !selectedSessionId}
+			{#if allSessions.length === 0}
+				<div class="flex flex-col items-center justify-center py-16 text-center">
+					<div class="mb-3 text-4xl text-gray-300 dark:text-gray-600">&#128203;</div>
+					<p class="text-sm font-medium text-gray-500 dark:text-gray-400">No audit events recorded</p>
+					<p class="mt-1 text-xs text-gray-400 dark:text-gray-500">
+						Events will appear here as orchestration sessions run.
+					</p>
+				</div>
+			{:else}
+				<div class="flex flex-col items-center justify-center py-16 text-center">
+					<div class="mb-3 text-4xl text-gray-300 dark:text-gray-600">&#128269;</div>
+					<p class="text-sm font-medium text-gray-500 dark:text-gray-400">Select a session to view its audit log</p>
+					<p class="mt-1 text-xs text-gray-400 dark:text-gray-500">
+						Choose a session from the dropdown above.
+					</p>
+				</div>
+			{/if}
+		{:else}
+			<AuditTimeline {events} />
+		{/if}
+	</main>
+</div>

src/routes/audit/+page.ts

@@ -0,0 +1,2 @@
+export const prerender = false;
+export const ssr = false;

src/routes/chat/+page.svelte

@@ -0,0 +1,223 @@
+<script lang="ts">
+	import { page } from '$app/stores';
+	import { goto } from '$app/navigation';
+	import { resolveRoute } from '$app/paths';
+	import type { ChatMessage } from '$lib/types';
+	import { OverrideLevel } from '$lib/proto/llm_multiverse/v1/common_pb';
+	import type { SessionConfig } from '$lib/proto/llm_multiverse/v1/orchestrator_pb';
+	import { SessionConfigSchema } from '$lib/proto/llm_multiverse/v1/orchestrator_pb';
+	import { create } from '@bufbuild/protobuf';
+	import MessageList from '$lib/components/MessageList.svelte';
+	import MessageInput from '$lib/components/MessageInput.svelte';
+	import OrchestrationProgress from '$lib/components/OrchestrationProgress.svelte';
+	import ThinkingSection from '$lib/components/ThinkingSection.svelte';
+	import FinalResult from '$lib/components/FinalResult.svelte';
+	import InferenceStatsPanel from '$lib/components/InferenceStatsPanel.svelte';
+	import SessionSidebar from '$lib/components/SessionSidebar.svelte';
+	import ConfigSidebar from '$lib/components/ConfigSidebar.svelte';
+	import ThemeToggle from '$lib/components/ThemeToggle.svelte';
+	import ConnectionStatus from '$lib/components/ConnectionStatus.svelte';
+	import { onMount, untrack } from 'svelte';
+	import { sessionStore } from '$lib/stores/sessions.svelte';
+	import { isNonDefaultConfig } from '$lib/utils/sessionConfig';
+	import { orchestrationStore as orchestration } from '$lib/composables/useOrchestration.svelte';
+
+	let messages: ChatMessage[] = $state([]);
+	let initialized = $state(false);
+	let sessionConfig: SessionConfig = $state(
+		create(SessionConfigSchema, { overrideLevel: OverrideLevel.NONE })
+	);
+	let showConfig = $state(false);
+	let showSessionSidebar = $state(false);
+	const lineageHref = resolveRoute('/lineage');
+	const memoryHref = resolveRoute('/memory');
+	const auditHref = resolveRoute('/audit');
+	const hasNonDefaultConfig = $derived(isNonDefaultConfig(sessionConfig));
+
+	function navigateToSession(sessionId: string, replace = false) {
+		const url = `${resolveRoute('/chat')}?session=${sessionId}`;
+		// eslint-disable-next-line svelte/no-navigation-without-resolve
+		goto(url, { replaceState: replace });
+	}
+
+	onMount(() => {
+		const sessionParam = $page.url.searchParams.get('session');
+		const session = sessionStore.getOrCreateSession(sessionParam ?? undefined);
+		messages = [...session.messages];
+		if (!sessionParam || sessionParam !== session.id) {
+			navigateToSession(session.id, true);
+		}
+		initialized = true;
+	});
+
+	// Sync messages when session changes via sidebar (after initial mount)
+	$effect(() => {
+		if (!initialized) return;
+		const sessionParam = $page.url.searchParams.get('session');
+		if (sessionParam) {
+			const session = untrack(() => sessionStore.activeSession);
+			if (session && session.id === sessionParam) {
+				messages = [...session.messages];
+			}
+		}
+	});
+
+	function handleNewChat() {
+		const session = sessionStore.createSession();
+		messages = [];
+		orchestration.reset();
+		navigateToSession(session.id);
+	}
+
+	function handleSelectSession(id: string) {
+		sessionStore.switchSession(id);
+		const session = sessionStore.activeSession;
+		if (session) {
+			messages = [...session.messages];
+			orchestration.reset();
+			navigateToSession(id);
+		}
+	}
+
+	async function handleSend(content: string) {
+		const sessionId = sessionStore.activeSessionId!;
+		messages = await orchestration.send(sessionId, content, sessionConfig, messages);
+	}
+
+	function handleRetry() {
+		const sessionId = sessionStore.activeSessionId!;
+		const result = orchestration.retry(sessionId, sessionConfig, messages);
+		messages = result.messages;
+	}
+</script>
+
+<div class="flex h-screen overflow-hidden bg-white dark:bg-gray-900">
+	<!-- Desktop sidebar: always visible on md+. Mobile: controlled by showSessionSidebar -->
+	<div class="hidden md:flex">
+		<SessionSidebar onSelectSession={handleSelectSession} onNewChat={handleNewChat} />
+	</div>
+	<!-- Mobile sidebar drawer -->
+	<div class="md:hidden">
+		<SessionSidebar
+			onSelectSession={handleSelectSession}
+			onNewChat={handleNewChat}
+			open={showSessionSidebar}
+			onClose={() => (showSessionSidebar = false)}
+		/>
+	</div>
+
+	<div class="flex min-w-0 flex-1 flex-col">
+		<header class="flex items-center justify-between border-b border-gray-200 dark:border-gray-700 bg-white dark:bg-gray-900 px-3 py-3 md:px-4">
+			<div class="flex items-center gap-2">
+				<!-- Hamburger menu button (mobile only) -->
+				<button
+					type="button"
+					onclick={() => (showSessionSidebar = true)}
+					class="flex h-10 w-10 items-center justify-center rounded-lg text-gray-600 dark:text-gray-400 hover:bg-gray-100 dark:hover:bg-gray-700 md:hidden"
+					aria-label="Open sessions sidebar"
+				>
+					<svg class="h-6 w-6" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor">
+						<path stroke-linecap="round" stroke-linejoin="round" d="M3.75 6.75h16.5M3.75 12h16.5m-16.5 5.25h16.5" />
+					</svg>
+				</button>
+				<h1 class="text-lg font-semibold text-gray-900 dark:text-gray-100">Chat</h1>
+				<ConnectionStatus />
+			</div>
+			<div class="flex items-center gap-1 md:gap-2">
+			<!-- eslint-disable svelte/no-navigation-without-resolve -- resolveRoute is resolve; plugin does not recognize the alias -->
+			<a
+				href={lineageHref}
+				class="hidden rounded-lg px-2.5 py-1.5 text-sm text-gray-600 dark:text-gray-400 hover:bg-gray-100 dark:hover:bg-gray-700 hover:text-gray-900 dark:hover:text-gray-100 sm:inline-flex"
+			>
+				Lineage
+			</a>
+			<a
+				href={memoryHref}
+				class="hidden rounded-lg px-2.5 py-1.5 text-sm text-gray-600 dark:text-gray-400 hover:bg-gray-100 dark:hover:bg-gray-700 hover:text-gray-900 dark:hover:text-gray-100 sm:inline-flex"
+			>
+				Memory
+			</a>
+			<a
+				href={auditHref}
+				class="hidden rounded-lg px-2.5 py-1.5 text-sm text-gray-600 dark:text-gray-400 hover:bg-gray-100 dark:hover:bg-gray-700 hover:text-gray-900 dark:hover:text-gray-100 sm:inline-flex"
+			>
+				Audit
+			</a>
+			<!-- eslint-enable svelte/no-navigation-without-resolve -->
+			<ThemeToggle />
+			<button
+				type="button"
+				onclick={() => (showConfig = !showConfig)}
+				class="flex min-h-[44px] min-w-[44px] items-center justify-center gap-1 rounded-lg px-2.5 py-1.5 text-sm md:min-h-0 md:min-w-0
+					{showConfig ? 'bg-blue-100 text-blue-700 dark:bg-blue-900 dark:text-blue-300' : 'bg-gray-100 text-gray-700 hover:bg-gray-200 dark:bg-gray-700 dark:text-gray-300 dark:hover:bg-gray-600'}"
+			>
+				{#if hasNonDefaultConfig}
+					<span class="h-2 w-2 rounded-full bg-amber-500"></span>
+				{/if}
+				<span class="hidden sm:inline">Config</span>
+				<!-- Config icon for mobile when text is hidden -->
+				<svg class="h-5 w-5 sm:hidden" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor">
+					<path stroke-linecap="round" stroke-linejoin="round" d="M9.594 3.94c.09-.542.56-.94 1.11-.94h2.593c.55 0 1.02.398 1.11.94l.213 1.281c.063.374.313.686.645.87.074.04.147.083.22.127.325.196.72.257 1.075.124l1.217-.456a1.125 1.125 0 0 1 1.37.49l1.296 2.247a1.125 1.125 0 0 1-.26 1.431l-1.003.827c-.293.241-.438.613-.43.992a7.723 7.723 0 0 1 0 .255c-.008.378.137.75.43.991l1.004.827c.424.35.534.955.26 1.43l-1.298 2.247a1.125 1.125 0 0 1-1.369.491l-1.217-.456c-.355-.133-.75-.072-1.076.124a6.47 6.47 0 0 1-.22.128c-.331.183-.581.495-.644.869l-.213 1.281c-.09.543-.56.94-1.11.94h-2.594c-.55 0-1.019-.398-1.11-.94l-.213-1.281c-.062-.374-.312-.686-.644-.87a6.52 6.52 0 0 1-.22-.127c-.325-.196-.72-.257-1.076-.124l-1.217.456a1.125 1.125 0 0 1-1.369-.49l-1.297-2.247a1.125 1.125 0 0 1 .26-1.431l1.004-.827c.292-.24.437-.613.43-.991a6.932 6.932 0 0 1 0-.255c.007-.38-.138-.751-.43-.992l-1.004-.827a1.125 1.125 0 0 1-.26-1.43l1.297-2.247a1.125 1.125 0 0 1 1.37-.491l1.216.456c.356.133.751.072 1.076-.124.072-.044.146-.086.22-.128.332-.183.582-.495.644-.869l.214-1.28Z" />
+					<path stroke-linecap="round" stroke-linejoin="round" d="M15 12a3 3 0 1 1-6 0 3 3 0 0 1 6 0Z" />
+				</svg>
+			</button>
+			</div>
+		</header>
+
+		<MessageList {messages} />
+
+		{#if orchestration.isStreaming}
+			<OrchestrationProgress state={orchestration.orchestrationState} />
+			<ThinkingSection content={orchestration.intermediateResult} />
+		{/if}
+
+		{#if orchestration.isStreaming && messages.length > 0 && messages[messages.length - 1].content === ''}
+			<div class="flex justify-start px-4 pb-2">
+				<div class="flex items-center gap-1.5 rounded-2xl bg-gray-200 dark:bg-gray-700 px-4 py-2.5">
+					<span class="h-2 w-2 animate-bounce rounded-full bg-gray-500 dark:bg-gray-400 [animation-delay:0ms]"
+					></span>
+					<span
+						class="h-2 w-2 animate-bounce rounded-full bg-gray-500 dark:bg-gray-400 [animation-delay:150ms]"
+					></span>
+					<span
+						class="h-2 w-2 animate-bounce rounded-full bg-gray-500 dark:bg-gray-400 [animation-delay:300ms]"
+					></span>
+				</div>
+			</div>
+		{/if}
+
+		{#if orchestration.finalResult && !orchestration.isStreaming}
+			<FinalResult result={orchestration.finalResult} />
+		{/if}
+
+		{#if orchestration.inferenceStats && !orchestration.isStreaming}
+			<InferenceStatsPanel stats={orchestration.inferenceStats} />
+		{/if}
+
+		{#if orchestration.error}
+			<div class="mx-4 mb-2 flex items-center justify-between gap-3 rounded-lg bg-red-50 dark:bg-red-900/30 px-4 py-2 text-sm text-red-600 dark:text-red-400">
+				<span>{orchestration.error}</span>
+				{#if orchestration.lastFailedContent}
+					<button
+						type="button"
+						onclick={handleRetry}
+						disabled={orchestration.isStreaming}
+						class="shrink-0 rounded-md bg-red-100 px-3 py-1 text-xs font-medium text-red-700 hover:bg-red-200 dark:bg-red-800/50 dark:text-red-300 dark:hover:bg-red-800 disabled:opacity-50"
+					>
+						Retry
+					</button>
+				{/if}
+			</div>
+		{/if}
+
+		<MessageInput onSend={handleSend} disabled={orchestration.isStreaming} />
+	</div>
+
+	{#if showConfig}
+		<ConfigSidebar
+			config={sessionConfig}
+			onConfigChange={(c) => (sessionConfig = c)}
+			onClose={() => (showConfig = false)}
+		/>
+	{/if}
+</div>

src/routes/chat/+page.ts

@@ -0,0 +1,2 @@
+export const prerender = false;
+export const ssr = false;

src/routes/lineage/+page.svelte

@@ -0,0 +1,136 @@
+<script lang="ts">
+	import { resolveRoute } from '$app/paths';
+	import { AgentType } from '$lib/proto/llm_multiverse/v1/common_pb';
+	import LineageTree from '$lib/components/LineageTree.svelte';
+	import PageHeader from '$lib/components/PageHeader.svelte';
+	import Backdrop from '$lib/components/Backdrop.svelte';
+	import type { LineageNode, SimpleAgentIdentifier } from '$lib/types/lineage';
+	import {
+		buildLineageTree,
+		agentTypeLabel,
+		agentTypeColor
+	} from '$lib/types/lineage';
+	import { themeStore } from '$lib/stores/theme.svelte';
+
+	const chatHref = resolveRoute('/chat');
+
+	let agents: SimpleAgentIdentifier[] = $state([]);
+	let treeNodes: LineageNode[] = $derived(buildLineageTree(agents));
+	let selectedNode: LineageNode | null = $state(null);
+
+	function handleSelectNode(node: LineageNode) {
+		selectedNode = selectedNode?.id === node.id ? null : node;
+	}
+
+	const agentTypeLegend = [
+		AgentType.ORCHESTRATOR,
+		AgentType.RESEARCHER,
+		AgentType.CODER,
+		AgentType.SYSADMIN,
+		AgentType.ASSISTANT,
+		AgentType.UNSPECIFIED
+	];
+</script>
+
+<div class="flex h-screen flex-col overflow-hidden bg-gray-50 dark:bg-gray-900">
+	<PageHeader title="Agent Lineage" backHref={chatHref} />
+
+	<div class="flex flex-1 flex-col md:flex-row overflow-hidden">
+		<!-- Main tree area -->
+		<main class="flex-1 overflow-auto p-4 md:p-6">
+			<LineageTree nodes={treeNodes} onSelectNode={handleSelectNode} />
+
+			<!-- Legend -->
+			<div class="mt-4 flex flex-wrap items-center gap-2 md:gap-3 rounded-lg border border-gray-200 dark:border-gray-700 bg-white dark:bg-gray-800 px-3 py-2 md:px-4 md:py-3">
+				<span class="text-xs font-medium text-gray-500 dark:text-gray-400">Agent Types:</span>
+				{#each agentTypeLegend as type (type)}
+					{@const colors = agentTypeColor(type)}
+					{@const colorSet = themeStore.isDark ? colors.dark : colors.light}
+					<span
+						class="inline-flex items-center gap-1.5 rounded-full px-2.5 py-0.5 text-xs font-medium {colors.badge}"
+					>
+						<span
+							class="h-2 w-2 rounded-full"
+							style="background-color: {colorSet.stroke}"
+						></span>
+						{agentTypeLabel(type)}
+					</span>
+				{/each}
+			</div>
+		</main>
+
+		<!-- Detail panel: overlay on mobile, side panel on desktop -->
+		{#if selectedNode}
+			{@const colors = agentTypeColor(selectedNode.agentType)}
+			{@const colorSet = themeStore.isDark ? colors.dark : colors.light}
+			<Backdrop onClose={() => (selectedNode = null)} />
+			<aside
+				class="fixed inset-y-0 right-0 z-50 w-72 shrink-0 border-l border-gray-200 dark:border-gray-700 bg-white dark:bg-gray-900 p-4 overflow-y-auto
+					md:relative md:z-auto"
+			>
+				<div class="mb-4 flex items-center justify-between">
+					<h2 class="text-sm font-semibold text-gray-900 dark:text-gray-100">Agent Details</h2>
+					<button
+						type="button"
+						onclick={() => (selectedNode = null)}
+						class="rounded p-1 text-gray-400 dark:text-gray-500 hover:bg-gray-100 dark:hover:bg-gray-700 hover:text-gray-600 dark:hover:text-gray-300"
+						aria-label="Close detail panel"
+					>
+						&#10005;
+					</button>
+				</div>
+
+				<div class="space-y-3">
+					<div>
+						<p class="text-xs font-medium text-gray-500 dark:text-gray-400">Agent ID</p>
+						<p class="mt-0.5 break-all font-mono text-sm text-gray-900 dark:text-gray-100">{selectedNode.id}</p>
+					</div>
+
+					<div>
+						<p class="text-xs font-medium text-gray-500 dark:text-gray-400">Agent Type</p>
+						<span
+							class="mt-0.5 inline-flex items-center gap-1.5 rounded-full px-2.5 py-0.5 text-xs font-medium {colors.badge}"
+						>
+							<span
+								class="h-2 w-2 rounded-full"
+								style="background-color: {colorSet.stroke}"
+							></span>
+							{agentTypeLabel(selectedNode.agentType)}
+						</span>
+					</div>
+
+					<div>
+						<p class="text-xs font-medium text-gray-500 dark:text-gray-400">Spawn Depth</p>
+						<p class="mt-0.5 text-sm text-gray-900 dark:text-gray-100">{selectedNode.spawnDepth}</p>
+					</div>
+
+					<div>
+						<p class="text-xs font-medium text-gray-500 dark:text-gray-400">Children</p>
+						<p class="mt-0.5 text-sm text-gray-900 dark:text-gray-100">{selectedNode.children.length}</p>
+					</div>
+
+					{#if selectedNode.children.length > 0}
+						<div>
+							<p class="text-xs font-medium text-gray-500 dark:text-gray-400">Child Agents</p>
+							<ul class="mt-1 space-y-1">
+								{#each selectedNode.children as child (child.id)}
+									{@const childColors = agentTypeColor(child.agentType)}
+									{@const childColorSet = themeStore.isDark ? childColors.dark : childColors.light}
+									<li
+										class="flex items-center gap-2 rounded-md border border-gray-100 dark:border-gray-700 px-2 py-1.5"
+									>
+										<span
+											class="h-2 w-2 shrink-0 rounded-full"
+											style="background-color: {childColorSet.stroke}"
+										></span>
+										<span class="truncate font-mono text-xs text-gray-700 dark:text-gray-300">{child.id}</span>
+									</li>
+								{/each}
+							</ul>
+						</div>
+					{/if}
+				</div>
+			</aside>
+		{/if}
+	</div>
+</div>

src/routes/lineage/+page.ts

@@ -0,0 +1,2 @@
+export const prerender = false;
+export const ssr = false;

src/routes/memory/+page.svelte

@@ -0,0 +1,120 @@
+<script lang="ts">
+	import { resolveRoute } from '$app/paths';
+	import { ResultSource } from '$lib/proto/llm_multiverse/v1/common_pb';
+	import MemoryCandidateCard from '$lib/components/MemoryCandidateCard.svelte';
+	import PageHeader from '$lib/components/PageHeader.svelte';
+	import { memoryStore } from '$lib/stores/memory.svelte';
+
+	const chatHref = resolveRoute('/chat');
+
+	let sourceFilter = $state<ResultSource | 'all'>('all');
+	let confidenceThreshold = $state(0);
+
+	const allSessions = $derived(memoryStore.getAllBySession());
+
+	const filteredSessions = $derived(
+		allSessions
+			.map((session) => ({
+				...session,
+				candidates: session.candidates.filter((c) => {
+					if (sourceFilter !== 'all' && c.source !== sourceFilter) return false;
+					if (c.confidence < confidenceThreshold) return false;
+					return true;
+				})
+			}))
+			.filter((session) => session.candidates.length > 0)
+	);
+
+	const totalCandidates = $derived(
+		filteredSessions.reduce((sum, s) => sum + s.candidates.length, 0)
+	);
+
+	const sourceOptions: { value: ResultSource | 'all'; label: string }[] = [
+		{ value: 'all', label: 'All Sources' },
+		{ value: ResultSource.TOOL_OUTPUT, label: 'Tool Output' },
+		{ value: ResultSource.MODEL_KNOWLEDGE, label: 'Model Knowledge' },
+		{ value: ResultSource.WEB, label: 'Web' },
+		{ value: ResultSource.UNSPECIFIED, label: 'Unspecified' }
+	];
+</script>
+
+<div class="flex h-screen flex-col overflow-hidden bg-gray-50 dark:bg-gray-900">
+	<PageHeader title="Memory Candidates" backHref={chatHref} />
+
+	<!-- Filters -->
+	<div class="border-b border-gray-200 dark:border-gray-700 bg-white dark:bg-gray-900 px-4 py-3 md:px-6">
+		<div class="flex flex-col gap-3 sm:flex-row sm:flex-wrap sm:items-center sm:gap-4">
+			<div class="flex items-center gap-2">
+				<label for="source-filter" class="text-xs font-medium text-gray-500 dark:text-gray-400">Source</label>
+				<select
+					id="source-filter"
+					bind:value={sourceFilter}
+					class="rounded-md border border-gray-300 dark:border-gray-600 bg-white dark:bg-gray-800 px-2.5 py-1.5 text-sm text-gray-700 dark:text-gray-300 focus:border-blue-500 focus:ring-1 focus:ring-blue-500 focus:outline-none"
+				>
+					{#each sourceOptions as opt (opt.value)}
+						<option value={opt.value}>{opt.label}</option>
+					{/each}
+				</select>
+			</div>
+
+			<div class="flex items-center gap-2">
+				<label for="confidence-threshold" class="text-xs font-medium text-gray-500 dark:text-gray-400">
+					Min Confidence
+				</label>
+				<input
+					id="confidence-threshold"
+					type="range"
+					min="0"
+					max="1"
+					step="0.05"
+					bind:value={confidenceThreshold}
+					class="h-2 w-32 cursor-pointer appearance-none rounded-lg bg-gray-200 dark:bg-gray-700 accent-blue-600"
+				/>
+				<span class="w-10 text-right text-xs font-medium text-gray-600 dark:text-gray-400">
+					{Math.round(confidenceThreshold * 100)}%
+				</span>
+			</div>
+
+			<span class="text-xs text-gray-400 dark:text-gray-500">
+				{totalCandidates} candidate{totalCandidates !== 1 ? 's' : ''}
+			</span>
+		</div>
+	</div>
+
+	<!-- Content -->
+	<main class="flex-1 overflow-auto p-4 md:p-6">
+		{#if filteredSessions.length === 0}
+			<div class="flex flex-col items-center justify-center py-16 text-center">
+				<div class="mb-3 text-4xl text-gray-300 dark:text-gray-600">&#128203;</div>
+				<p class="text-sm font-medium text-gray-500 dark:text-gray-400">No memory candidates found</p>
+				<p class="mt-1 text-xs text-gray-400 dark:text-gray-500">
+					{#if sourceFilter !== 'all' || confidenceThreshold > 0}
+						Try adjusting your filters.
+					{:else}
+						Memory candidates will appear here as they are captured from orchestration results.
+					{/if}
+				</p>
+			</div>
+		{:else}
+			<div class="space-y-6">
+				{#each filteredSessions as session (session.sessionId)}
+					<section>
+						<div class="mb-3 flex items-center gap-3">
+							<h2 class="text-sm font-semibold text-gray-900 dark:text-gray-100">
+								Session: <span class="font-mono text-xs text-gray-600 dark:text-gray-400">{session.sessionId}</span>
+							</h2>
+							<span class="rounded-full bg-gray-100 dark:bg-gray-700 px-2 py-0.5 text-xs font-medium text-gray-600 dark:text-gray-400">
+								{session.candidates.length}
+							</span>
+						</div>
+						<div class="grid gap-3 sm:grid-cols-1 md:grid-cols-2 lg:grid-cols-3">
+							{#each session.candidates as candidate, i (session.sessionId + '-' + i)}
+								<MemoryCandidateCard {candidate} />
+							{/each}
+						</div>
+					</section>
+				{/each}
+			</div>
+		{/if}
+	</main>
+</div>

src/routes/memory/+page.ts

@@ -0,0 +1,2 @@
+export const prerender = false;
+export const ssr = false;

vite.config.ts

@@ -3,5 +3,13 @@ import tailwindcss from '@tailwindcss/vite';
 import { defineConfig } from 'vite';
 
 export default defineConfig({
-	plugins: [tailwindcss(), sveltekit()]
+	plugins: [tailwindcss(), sveltekit()],
+	server: {
+		proxy: {
+			'/llm_multiverse.v1.OrchestratorService': {
+				target: 'http://localhost:8080',
+				changeOrigin: true
+			}
+		}
+	}
 });