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Shipped MODE Framework v2.0 Smart Assistant with 4 AI agents and 20+ skills, plus complete marketing campaign

ImplementationBug FixDocumentationMarketing
5 sessions9 commits#mode-framework #ai-agents #smart-assistant #marketing #v2-launch

Development Diary - January 20, 2026

📋Daily Summary

A landmark day for ToonNotes. Shipped the complete MODE Framework v2.0 Smart Assistant system with four AI agents (Manager, Muse, Librarian, Biographer) and 20+ behavioral skills. Also created the full marketing campaign with scenarios, copy, and 4-week social schedule. Marked v1.0 final release with AI label suggestion toast fix, then immediately moved to v2.0 development.


🕐Work Sessions

Session 1: v1.0 Final Release (6:50 AM - 9:53 AM PST)

Focus: AI Label Suggestion Toast Fix

Activities:

  • Fixed toast not showing for suggested labels (only showed for auto-apply)
  • Implemented dual-mode toast: auto-apply shows "Undo", suggested shows "Accept/Decline"
  • Created labelSuggestionStore with showSuggestionToast action
  • Updated LabelSuggestionToast.tsx to handle both modes
  • Tagged as v1.0 Final Release before starting v2.0 work

Key Files:

  • apps/webapp/components/labels/LabelSuggestionToast.tsx
  • apps/webapp/stores/labelSuggestionStore.ts
  • apps/webapp/components/editor/NoteEditor.tsx

Session 2: MODE Framework v2.0 Implementation (10:00 AM - 2:58 PM PST)

Focus: Smart Assistant System

Activities:

  • Implemented complete MODE Framework from PRD specification
  • Created 4 AI agent personalities:
    • Manager (MANAGE mode): Task completion, deadlines, prioritization
    • Muse (DEVELOP mode): Idea expansion, creative prompts
    • Librarian (ORGANIZE mode): Information filing, categorization
    • Biographer (EXPERIENCE mode): Journaling, memories, time capsules
  • Built skill system with 20+ skills across all agents
  • Implemented trigger engine for skill evaluation
  • Created nudge delivery system (toast/sheet channels)
  • Built behavior learner for user pattern detection
  • Added 47 unit tests (all passing)

Files Created: 52 new files including:

  • services/agents/*.ts - 5 agent files
  • services/skills/**/*.ts - 20+ skill files
  • services/behaviorLearner.ts
  • services/triggerEngine.ts
  • services/nudgeDeliveryService.ts
  • components/nudges/*.tsx
  • stores/behaviorStore.ts, nudgeStore.ts

Commits:

  • 498e3d65 - feat(expo): Implement MODE Framework v2.0 - Smart Assistant System (+12,612 lines)
  • ff40692d - fix(expo): MODE Framework bug fixes and unit tests (+1,062 lines)
  • 3ed58593 - docs: Update MODE Framework documentation

Session 3: Marketing Docs Redesign (12:59 PM PST)

Focus: Documentation Dashboard

Activities:

  • Redesigned /marketing/docs with categorized cards
  • Added document metadata (reading time, last modified, category)
  • Created 5 categories: Legal, Product, Technical, Analytics, Quality
  • Fixed EXPO_ROOT path from ToonNotes_Expo to apps/expo

Files Changed:

  • apps/web/app/marketing/(dashboard)/docs/page.tsx
  • apps/web/lib/marketing/files.ts
  • apps/web/lib/marketing/types.ts

Session 4: MODE Framework Marketing Campaign (3:00 PM - 7:43 PM PST)

Focus: v2.0 Launch Campaign

Activities:

  • Created comprehensive marketing campaign for MODE Framework launch
  • Wrote 4 scenario scripts with user stories:
    • "The Trip That Planned Itself" (MANAGE)
    • "The Idea That Grew Up" (DEVELOP)
    • "The Recipe I Actually Used" (ORGANIZE)
    • "The Memory That Came Back" (EXPERIENCE)
  • Generated marketing copy for all channels (social, email, ads)
  • Created 4-week social content schedule (teaser → launch → deep-dives)
  • Updated App Store copy for iOS v2.0
  • Built /features page with interactive scenario showcase
  • Added campaign dashboard with tabs (Config, Copy, Schedule, Scenarios)
  • Fixed marketing file path resolution for monorepo

Files Created:

  • marketing/campaigns/active/v2-mode-launch/campaign.yaml
  • marketing/campaigns/active/v2-mode-launch/copy.md
  • marketing/campaigns/active/v2-mode-launch/schedule.yaml
  • marketing/copy/scenarios/scenario-*.md (4 files)
  • marketing/copy/app-store/ios-v2.md
  • apps/web/components/marketing/ModeShowcase.tsx
  • apps/web/app/(marketing)/features/page.tsx

Session 5: Documentation & Polish (7:19 PM - 7:47 PM PST)

Focus: API Documentation & Diary

Activities:

  • Documented API deployment configuration and troubleshooting in CLAUDE.md
  • Added Features link to homepage header
  • Published 2026-01-19 diary entry

🏷️Categorized Work

Implementation

  • MODE Framework v2.0 Smart Assistant (52 files, 12,612+ lines)
  • 4 AI agents with distinct personalities
  • 20+ behavioral skills (deadline, expand, categorize, time-capsule, etc.)
  • Skill trigger engine and nudge delivery system
  • Behavior learner with pattern detection
  • Marketing campaign dashboard with tabs
  • Features page with scenario showcase
  • ModeShowcase component

Bug Fix

  • AI label suggestion toast for suggested (not just auto-apply) labels
  • MODE Framework edge cases and null checks
  • Marketing file path resolution for monorepo

Documentation

  • API deployment configuration guide
  • MODE Framework PRD updates
  • CLAUDE.md updates for MODE Framework

Marketing

  • Complete v2.0 launch campaign
  • 4 scenario scripts with user stories
  • Marketing copy for all channels
  • 4-week social content schedule
  • App Store copy for iOS v2.0

Testing

  • 47 unit tests for MODE Framework (all passing)
  • Behavior learner tests (16 tests)
  • Mode framework integration tests (31 tests)

📊Statistics

🕐
5
Sessions
📝
9
Commits
📁
113
Files Changed
20,416
Lines Added
1,204
Lines Deleted
🏷️
Implementation
Primary Category

🎯Tomorrow's Focus

  • Test MODE Framework in production build
  • Review marketing campaign with stakeholders
  • Prepare App Store submission for v2.0
  • Monitor AI labeling API health

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