feat: AI agent integration — auto-start, setup wizard, document engine, room UI

[ajianaz]

Agent Integration — CorIn sebagai Interface untuk AI Agent Memory

CorIn harus menjadi jembatan antara AI coding agents (Claude Code, Pi Dev, OpenCode) dan Uteke memory engine. Saat ini setup dilakukan manual — CorIn harus otomatisasi ini.

1. Auto-start uteke-serve on app launch

Prioritas: CRITICAL — tanpa ini, semua MCP integration tidak berfungsi.

Saat CorIn launch:

• Cek apakah uteke-serve sudah jalan di port 8767
• Jika tidak → spawn sebagai child process (atau via launchd/systemd)
• Auto-detect path: ~/.cargo/bin/uteke-serve atau ~/.local/bin/uteke-serve
• Show status di sidebar (sudah ada, tinggal connect ke process management)

2. Agent Setup Wizard

Settings → "AI Agents" section:

┌──────────────────────────────────────┐
│  AI Agent Integration                 │
│                                       │
│  Detected agents:                     │
│  ✓ Claude Code (~/.claude/)           │
│  ✓ Pi Dev (~/.pi/)                    │
│  ○ OpenCode (not found)               │
│                                       │
│  [Enable Uteke Memory for Claude Code]│
│  [Enable Uteke Memory for Pi Dev]     │
│                                       │
│  When enabled:                        │
│  1. Start uteke-serve                 │
│  2. Write .mcp.json to project        │
│  3. Generate .agent.md with recall    │
│     instructions                      │
└──────────────────────────────────────┘

Steps:

• Detect agent installations (check config dirs, PATH)
• Write MCP config to correct location per agent
• Generate .agent.md with: "Before starting any task, call uteke_recall to get project context. After learning something new, call uteke_remember to store it."
• Toggle on/off per agent

3. Document Engine (CodeMirror + uteke doc)

Uteke v0.3.x sudah punya document engine:

• uteke doc create/get/list/delete/export
• Auto-chunk per heading, each chunk gets embedding
• uteke doc search — chunk-level semantic search

CorIn needs:

• CodeMirror 6 markdown editor (sudah di package.json deps)
• Doc list view (sidebar atau tab baru)
• Doc search bar
• Doc → memory linking (show related memories)
• Export to .md file

4. Room Management UI

Uteke sudah punya room API:

• room create/recall/summary/document
• Room participants with author attribution
• room_remember — store memory to room with author

CorIn needs:

• Room list dengan participant count + memory count
• Create room form (title, namespace)
• Room detail: timeline of memories (who said what, when)
• Room summary viewer (topic clustering)
• Invite agent to room (set namespace + author)

5. Dream Cycle Button

Uteke punya uteke dream (lint → backlinks → dedup → orphans → compact).

CorIn needs:

• Settings → "Maintenance" section
• Button: "Run Dream Cycle" — jalankan dan show results
• Auto-schedule: weekly run via launchd/systemd/cron
• Show last run time + results summary

6. Auto-generate .agent.md

When user enables agent integration, CorIn generates:

# Agent Instructions

## Memory Protocol
- Before starting any task: call `uteke_recall("project context, conventions, decisions")` to get relevant memories
- After discovering something important: call `uteke_remember` with tags and namespace
- Use namespaces to isolate: "corin", "uteke", "trapfall"

## Project Context
- Stack: Tauri 2 + Svelte 5 + Rust
- DB: SQLite via rusqlite 0.40
- Embedding: ONNX embeddinggemma-q4 (768d)

Priority

Feature	Priority	Phase
Auto-start uteke-serve	CRITICAL	v0.2.0
Agent setup wizard	HIGH	v0.2.0
.agent.md generation	HIGH	v0.2.0
Document engine	MEDIUM	v0.2.0
Room UI	MEDIUM	v0.3.0
Dream cycle button	LOW	v0.3.0

[ajianaz]

Partial Completion — Closing

PR #70 delivered the v0.2.0 scope (items 1-3):

• ✅ Auto-start uteke-serve on app launch
• ✅ Agent setup wizard (detect Claude Code, Pi Dev, OpenCode)
• ✅ .agent.md generation with memory protocol

Remaining items moved to dedicated issues:

• feat: Room management UI — timeline, summary, invite agents #74 — Document engine (CodeMirror + uteke doc)
• feat: Dream cycle button + auto-schedule maintenance #75 — Room management UI
• feat(#74): Room management UI — create room form, tabs, summary, participants #76 — Dream cycle button + auto-schedule