diff --git a/plans/2026-07-13-mcp-tool-apps-custom-chat-renderers.md b/plans/2026-07-13-mcp-tool-apps-custom-chat-renderers.md
new file mode 100644
index 0000000..ae6987d
--- /dev/null
+++ b/plans/2026-07-13-mcp-tool-apps-custom-chat-renderers.md
@@ -0,0 +1,378 @@
+# 2026-07-13 — MCP tool apps: custom in-chat renderers
+
+**Status:** Planned
+
+## Goal
+
+Today, every MCP tool call renders identically — a collapsed JSON box in
+`ToolCallGroup.svelte` with raw `{args, result}` dumps. The operator has to
+expand and read JSON to understand what the agent did or found. This plan
+introduces **tool renderers** — per-tool Svelte components that render rich,
+purpose-built UI inline in the conversation, while unmatched tools stay
+collapsed.
+
+Concrete examples: `get_entity("host:hubris")` renders as a compact entity card
+with type badge, health dot, and key attributes — not as 30 lines of JSON.
+`get_health_summary` renders as colored health bars. `list_lxcs` renders as a
+sortable table. The operator reads the chat, not raw tool output.
+
+## UX principle: inline by default when matched
+
+Today:
+
+```
+┌─────────────────────────────┐
+│ 🔧 3 tools: get_entity, │ ← collapsed
+│ get_health_summary, ... │
+│ ┌───────────────────────┐ │
+│ │ {"slug":"host:hubris",│ │ ← raw JSON when expanded
+│ │ "type":"host",...} │ │
+│ └───────────────────────┘ │
+└─────────────────────────────┘
+The fleet is healthy. 42 hosts...
+```
+
+Target:
+
+```
+┌─────────────────────────────┐
+│ ● host:hubris [host] 🟢 │ ← entity card, inline
+│ healthy · 2 min ago │
+│ IP: 10.13.13.1 │
+└─────────────────────────────┘
+┌─────────────────────────────┐
+│ ████████████ healthy 42 │ ← health bar, inline
+│ ███ degraded 3 │
+│ ██ down 1 │
+└─────────────────────────────┘
+┌─────────────────────────────┐
+│ 🔧 1 tool: list_entities │ ← unmatched → still collapsed
+└─────────────────────────────┘
+The fleet is healthy...
+```
+
+Tools with a custom renderer appear **inline** as their own card in the message
+flow, between the user bubble and the assistant's markdown text. Tools without
+a renderer stay in the collapsed `ToolCallGroup`. This naturally separates
+"rich, informative" tools from "utility/plumbing" tools.
+
+### During streaming (tool in progress)
+
+```
+┌─────────────────────────────┐
+│ ◌ host:hubris │ ← skeleton while tool_result
+│ [host] ⠋ loading… │ hasn't arrived yet
+└─────────────────────────────┘
+```
+
+Skeleton/spinner state shown while `type === 'tool_use'`; full card on `tool_result`.
+The per-tool card has the same chrome as ToolCallGroup: spinner → check/X based
+on completion and error state.
+
+### Error state
+
+```
+┌─────────────────────────────┐
+│ ✕ get_entity │
+│ Entity not found: "bad" │
+└─────────────────────────────┘
+```
+
+## Architecture
+
+### Layer 1 — Server annotation (`internal/mcp/server.go`)
+
+Each tool handler that warrants a custom renderer adds a `__renderer` key to
+its result JSON. This is a plain string field — no protocol changes, no new
+content types.
+
+```go
+// Before:
+return queryEntity(ctx, pool, slug), nil
+
+// After:
+r := queryEntity(ctx, pool, slug)
+r["__renderer"] = "entity_card"
+return jsonResult(r), nil
+```
+
+Renderer IDs by tool:
+
+| Tool | `__renderer` | Component |
+|------|-------------|-----------|
+| `get_entity` | `entity_card` | EntityCard.svelte |
+| `whoami` | `entity_card` | EntityCard.svelte |
+| `explain` | `entity_card` | EntityCard.svelte |
+| `get_health_summary` | `health_summary` | HealthSummary.svelte |
+| `list_lxcs` | `lxc_list` | LXCList.svelte |
+| `list_entities` | `entity_table` | EntityTable.svelte |
+| `search_knowledge` | `knowledge_results` | KnowledgeResults.svelte |
+| `get_entity_knowledge` | `knowledge_results` | KnowledgeResults.svelte |
+| `query_metrics` | `metric_chart` | MetricChart.svelte |
+| `get_blast_radius` | `blast_radius` | BlastRadius.svelte |
+| `get_change_history` | `change_log` | ChangeLog.svelte |
+| `get_agent_activity` | `activity_log` | (reuses ChangeLog.svelte) |
+| `get_state_snapshot` | `fleet_snapshot` | FleetSnapshot.svelte |
+
+Non-rendered tools (stay collapsed): `get_relations`, `list_my_secrets`,
+`get_service_status`, `tail_log`, `get_lxc_state`, `ping_service`,
+`get_patterns`, `get_skills`, `http_get`, `preflight`, `get_signal_history`,
+`get_execution_status`, `get_audit_trail`, `get_trend`,
+`get_event_timeline`, `upsert_knowledge`, `update_entity_attributes`,
+`create_relationship`, `run`, `request_execution`.
+
+Gated execution tools (`run`, `request_execution`) already have
+`InlineApproval.svelte` rendering in Chat.svelte — they stay in the collapsed
+group so the approval card remains prominent at the message level.
+
+### Layer 2 — Renderer registry (`web/src/lib/tool-renderers.ts`)
+
+```ts
+import type { ComponentType, SvelteComponent } from 'svelte'
+import type { ToolCallResult } from '$lib/stores/chat'
+
+export interface ToolRenderer {
+ match: (tool: ToolCallResult) => boolean
+ component: ComponentType<{ tool: ToolCallResult }>
+}
+
+const registry: ToolRenderer[] = []
+
+export function registerToolRenderer(r: ToolRenderer) {
+ registry.push(r)
+}
+
+export function getToolRenderer(tool: ToolCallResult): ToolRenderer | undefined {
+ return registry.find(r => r.match(tool))
+}
+```
+
+Match strategy: check `tool.name` against known tool names AND check
+`tool.result?.__renderer` if the result is an object. The tool-name path
+handles the streaming case (tool_use arrives before tool_result); the
+`__renderer` path handles cases where the same tool can return different
+shapes (not applicable today but future-proof).
+
+```ts
+function hasRenderer(tool: ToolCallResult, id: string): boolean {
+ if (tool.name === id) return true
+ if (tool.result && typeof tool.result === 'object' && tool.result.__renderer === id) return true
+ return false
+}
+```
+
+### Layer 3 — Auto-registration via Vite glob (`web/src/lib/renderers/index.ts`)
+
+Each renderer file exports a Svelte component and an `init()` call:
+
+```ts
+// web/src/lib/renderers/entity-card.ts
+import EntityCard from './EntityCard.svelte'
+import { registerToolRenderer } from '$lib/tool-renderers'
+
+export function init() {
+ registerToolRenderer({
+ match: (t) => hasRenderer(t, 'entity_card'),
+ component: EntityCard
+ })
+}
+```
+
+`web/src/lib/renderers/index.ts` imports and calls `init()` for every renderer
+module. In `web/src/main.ts`, a single `import './lib/renderers'` wires
+everything. Adding a new renderer means: create `Foo.svelte` + `foo.ts` with
+`init()`, add the import to `index.ts`. No changes to ToolCallGroup or Chat.
+
+### Layer 4 — ToolCallGroup split (`web/src/lib/components/ToolCallGroup.svelte`)
+
+`ToolCallGroup` today receives `tools: ToolCallResult[]` and renders all of them.
+Change: add an exported `unmatched` derived prop, and move the per-tool
+rendering to Chat.svelte so inline cards appear in the message flow.
+
+**New ToolCallGroup props:**
+
+```ts
+let { tools, unmatched, active = false }: {
+ tools: ToolCallResult[]
+ unmatched: ToolCallResult[]
+ active?: boolean
+} = $props()
+```
+
+`tools` is the full list (for the summary: "3 tools"); `unmatched` is the
+subset without renderers (for the collapsed body). The summary bar says
+"1 tool" if only one unmatched tool exists, or "1 tool + 2 cards" to
+acknowledge the inline ones.
+
+**Chat.svelte changes (lines 114-133):**
+
+```svelte
+{:else}
+
+
+ {#each msg.tools as tool (tool.id)}
+ {@const renderer = getToolRenderer(tool)}
+ {#if renderer}
+
+ {/if}
+ {/each}
+
+
+ !getToolRenderer(t))}
+ active={$streaming && i === $messages.length - 1}
+ />
+
+
+ ...
+
+{/if}
+```
+
+### Layer 5 — Renderer component contract
+
+Every renderer component receives a single `tool: ToolCallResult` prop.
+
+Component responsibilities:
+- **Loading state** (`tool.type === 'tool_use'`): render a skeleton/spinner with
+ the tool name and relevant args
+- **Success state** (`tool.type === 'tool_result' && !tool.error`): render the
+ rich card
+- **Error state** (`tool.type === 'tool_result' && tool.error`): render error
+ with a compact message
+- **No result** (tool completed but result is null/empty): render a minimal card
+ with just the tool name + checkmark
+
+Self-contained card: a border, padding, and the same size feel as the
+existing approval cards. Each card is independent — no shared state between
+renderers.
+
+## New components
+
+| Component | Matches | Visual |
+|-----------|---------|--------|
+| `EntityCard` | `get_entity`, `whoami`, `explain` | Slug + type badge + health dot + state + key attrs (IP, version) + "last checked" relative time |
+| `HealthSummary` | `get_health_summary` | Horizontal stacked bar: green=healthy, amber=degraded, red=down, with counts |
+| `LXCList` | `list_lxcs` | Compact table: name, host, IP, health dot, status |
+| `EntityTable` | `list_entities` | Sortable table (reuses EntityTable.svelte from KB page) |
+| `KnowledgeResults` | `search_knowledge`, `get_entity_knowledge` | Result cards: title + excerpt + tags |
+| `MetricChart` | `query_metrics` | Sparkline or small bar chart of bucketed values |
+| `BlastRadius` | `get_blast_radius` | Entity list grouped by distance (direct → 1 hop → 2 hops) |
+| `ChangeLog` | `get_change_history`, `get_agent_activity` | Timeline of recent entries with timestamps |
+| `FleetSnapshot` | `get_state_snapshot` | Summary grid: healthy/degraded/down counts + drift count |
+
+Some already exist partially: `EntityTable.svelte` and `EntityGraph` are used
+on the KB page — the renderer can wrap or reuse them.
+
+## File changes
+
+| File | Change |
+|------|--------|
+| `internal/mcp/server.go` | Add `__renderer` to result JSON for ~12 tools |
+| `web/src/lib/tool-renderers.ts` | New — registry + match helpers |
+| `web/src/lib/renderers/index.ts` | New — imports all renderer init modules |
+| `web/src/lib/renderers/entity-card.ts` | New — register `EntityCard` |
+| `web/src/lib/renderers/EntityCard.svelte` | New — entity card component |
+| `web/src/lib/renderers/health-summary.ts` | New — register `HealthSummary` |
+| `web/src/lib/renderers/HealthSummary.svelte` | New — health bar component |
+| `web/src/lib/renderers/lxc-list.ts` | New — register `LXCList` |
+| `web/src/lib/renderers/LXCList.svelte` | New — LXC table component |
+| `web/src/lib/renderers/knowledge-results.ts` | New — register `KnowledgeResults` |
+| `web/src/lib/renderers/KnowledgeResults.svelte` | New — search results component |
+| `web/src/lib/renderers/metric-chart.ts` | New — register `MetricChart` |
+| `web/src/lib/renderers/MetricChart.svelte` | New — sparkline component |
+| `web/src/lib/renderers/blast-radius.ts` | New — register `BlastRadius` |
+| `web/src/lib/renderers/BlastRadius.svelte` | New — blast radius component |
+| `web/src/lib/renderers/change-log.ts` | New — register `ChangeLog` |
+| `web/src/lib/renderers/ChangeLog.svelte` | New — timeline component |
+| `web/src/lib/renderers/fleet-snapshot.ts` | New — register `FleetSnapshot` |
+| `web/src/lib/renderers/FleetSnapshot.svelte` | New — snapshot grid component |
+| `web/src/lib/components/ToolCallGroup.svelte` | Add `unmatched` prop; render only unmatched tools in body; adjust summary text |
+| `web/src/pages/Chat.svelte` | Filter matched tools to inline cards; pass unmatched to ToolCallGroup |
+| `web/src/main.ts` | Add `import './lib/renderers'` |
+
+## Phases
+
+### Phase 1 — Infra + first renderer
+
+1. Create `tool-renderers.ts` registry
+2. Create renderer directory + index
+3. Modify `ToolCallGroup.svelte` to accept `unmatched` prop
+4. Modify `Chat.svelte` to dispatch inline cards
+5. Add `__renderer` to `get_entity`, `whoami`, `explain` in server.go
+6. Create `EntityCard.svelte` — the flagship renderer
+7. Test: ask Nomos "tell me about host:hubris"
+8. Verify: entity card renders inline, unrelated tools stay collapsed
+
+### Phase 2 — Remaining renderers
+
+Add in priority order:
+1. `HealthSummary` + `get_health_summary` annotation
+2. `LXCList` + `list_lxcs` annotation
+3. `KnowledgeResults` + `search_knowledge` / `get_entity_knowledge` annotation
+4. `BlastRadius` + `get_blast_radius` annotation
+5. `EntityTable` + `list_entities` annotation
+6. `ChangeLog` + `get_change_history` / `get_agent_activity` annotation
+7. `FleetSnapshot` + `get_state_snapshot` annotation
+8. `MetricChart` + `query_metrics` annotation
+
+### Phase 3 — Polish
+
+1. Smooth streaming: renderer shows skeleton on `tool_use`, renders on `tool_result`
+2. Error states: renderer shows compact error card (not raw JSON)
+3. Mobile: renderers stack full-width on narrow viewports
+4. Accessibility: renderer cards have proper ARIA labels
+
+## Risks / open questions
+
+1. **Tool name vs `__renderer` mismatch**: If the server adds `__renderer` but
+ the frontend hasn't deployed yet, the field is silently ignored and the
+ tool falls back to the collapsed group. No breakage. Vice versa (frontend
+ expects a renderer that the server doesn't emit): match falls through to
+ collapsed group. Graceful degradation in both directions.
+
+2. **Streaming jank**: During a turn, tool_use events arrive before tool_result.
+ The renderer sees `type: 'tool_use'` initially (shows skeleton), then Svelte
+ reactivity updates when the store merges `tool_result`. The card transitions
+ from skeleton → rich. This is the same model as ToolCallGroup's
+ spinner → check transition. No new complexity.
+
+3. **Multiple tools of same type**: A single agent turn might call `get_entity`
+ twice. Each gets its own inline card — natural, no dedup needed.
+
+4. **Card explosion**: If the agent calls 15 tools in one turn and 12 of them
+ match renderers, the chat gets 12 inline cards before any text. This could
+ be noisy if the agent is chatty. Mitigations: (a) renderers are compact
+ (3-4 lines), (b) the collapsed group still exists for unmatched tools,
+ (c) we can add a per-turn limit later ("show top 3, collapse rest") but
+ start simple. The agent in practice calls 3-6 tools per turn; 12 is
+ an edge case.
+
+5. **Security**: Renderers receive tool result data that already passed through
+ the SSE stream (authenticated). No new attack surface. Renderers render
+ data, not HTML — Svelte's auto-escaping handles XSS. No `{@html}` in any
+ renderer unless explicitly sanitized.
+
+6. **Persistence**: Tool results are already persisted in the DB (via Nomos's
+ incremental message persistence). On session reload,
+ `mergeToolCalls()` → `toChatMessages()` reconstructs `ToolCallResult[]`
+ including `result`. The `__renderer` field survives the roundtrip because
+ it's part of the result JSON, which is stored as-is. No schema change.
+ **Verified**: `cmd/nomos/continue.go` marshals tool results to JSONB
+ without filtering fields — `__renderer` passes through transparently.
+
+7. **The gated-execution tools** (`run`, `request_execution`): These already
+ surface as `InlineApproval` cards at the message level via
+ `extractApprovals()` in `chat.ts`. They deliberately stay in the collapsed
+ group — don't add a renderer for them. The approval card is the rich UI.
+
+## Cost / effort
+
+| Area | Estimate |
+|------|----------|
+| Server annotations | ~20 lines across ~12 tools |
+| Registry + infra | ~50 lines (tool-renderers.ts + Chat.svelte + ToolCallGroup changes) |
+| First renderer (EntityCard) | ~60 lines |
+| Remaining 8 renderers | ~40-80 lines each |
+| **Total** | ~500 lines, 1-2 sessions |
diff --git a/plans/2026-07-12-wails-desktop-app.md b/plans/done/2026-07-12-wails-desktop-app.md
similarity index 99%
rename from plans/2026-07-12-wails-desktop-app.md
rename to plans/done/2026-07-12-wails-desktop-app.md
index ab232fd..ac23461 100644
--- a/plans/2026-07-12-wails-desktop-app.md
+++ b/plans/done/2026-07-12-wails-desktop-app.md
@@ -1,8 +1,8 @@
# 2026-07-12 — Wails desktop application
-**Status:** In Progress — Phase 0 (0.1-0.4, 0.6) done, verified live in a
-local browser test, and **deployed to production** (mac-mini, commit
-`0c0f35a`, 2026-07-12). Phase 1 (Wails shell) not started.
+**Status:** Done — Phases 0.0–0.6 deployed to production (mac-mini, commit
+`0c0f35a`, 2026-07-12). Phases 1.0–1.4 implemented (commit `5d6d9e9`,
+2026-07-13) — pushed to main.
**Production deploy (2026-07-12):** merged to `main`, picked up by the
2-minute deploy poller (`scripts/deploy.sh`: pg_dump backup → rebuild →
diff --git a/plans/index.md b/plans/index.md
index cd4ef05..8cd4579 100644
--- a/plans/index.md
+++ b/plans/index.md
@@ -14,7 +14,7 @@ went sideways, open an investigation.
| 2026-07-08 | [Liveness, drift, and UX cohesion](2026-07-08-liveness-drift-and-ux-cohesion.md) | In Progress — Phase 5 deferred |
| 2026-07-10 | [General gated execution: unlimited actions, gated by risk](2026-07-10-general-gated-execution.md) | In Progress — enum retirement + auto-act revival still open |
| 2026-07-11 | [Nomos agent code review: gaps and improvement plan](2026-07-11-nomos-agent-code-review.md) | In Progress — only C1 (unauthenticated nomos gateway) still open, deferred |
-| 2026-07-12 | [Wails desktop application](2026-07-12-wails-desktop-app.md) | In Progress — Phase 0 done and deployed to production (2026-07-12), Phase 1 not started |
+| 2026-07-11 | [Nomos agent code review: gaps and improvement plan](2026-07-11-nomos-agent-code-review.md) | In Progress — only C1 (unauthenticated nomos gateway) still open, deferred |
## Done
@@ -44,6 +44,7 @@ See [`done/`](done/) for executed plans:
| 2026-07-11 | [Concurrent task execution: safety + throughput + frontend correctness](done/2026-07-11-concurrent-task-execution.md) |
| 2026-07-11 | [UI review: information architecture, usability, and best practices](done/2026-07-11-ui-review-ia-usability.md) |
| 2026-07-11 | [Task completion safety net: every live task is stuck "Running"](done/2026-07-11-task-completion-safety-net.md) |
+| 2026-07-12 | [Wails desktop application](done/2026-07-12-wails-desktop-app.md) |
## Conventions