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
labelSuggestionStorewithshowSuggestionToastaction - Updated
LabelSuggestionToast.tsxto handle both modes - Tagged as v1.0 Final Release before starting v2.0 work
Key Files:
apps/webapp/components/labels/LabelSuggestionToast.tsxapps/webapp/stores/labelSuggestionStore.tsapps/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 filesservices/skills/**/*.ts- 20+ skill filesservices/behaviorLearner.tsservices/triggerEngine.tsservices/nudgeDeliveryService.tscomponents/nudges/*.tsxstores/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/docswith categorized cards - Added document metadata (reading time, last modified, category)
- Created 5 categories: Legal, Product, Technical, Analytics, Quality
- Fixed EXPO_ROOT path from
ToonNotes_Expotoapps/expo
Files Changed:
apps/web/app/marketing/(dashboard)/docs/page.tsxapps/web/lib/marketing/files.tsapps/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
/featurespage 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.yamlmarketing/campaigns/active/v2-mode-launch/copy.mdmarketing/campaigns/active/v2-mode-launch/schedule.yamlmarketing/copy/scenarios/scenario-*.md(4 files)marketing/copy/app-store/ios-v2.mdapps/web/components/marketing/ModeShowcase.tsxapps/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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