## Implementation Guides Created
- `IMPLEMENTATION_GUIDE.md`: Complete 5-week step-by-step development plan
- `WEEK_BY_WEEK_PLAN.md`: High-level weekly goals and success criteria
- `QUICK_START_CHECKLIST.md`: Day 1 immediate action items and setup
## Context Window Strategy
Each document designed to be self-contained for multi-session development:
- Daily deliverables with specific file structures
- Continuation prompts for context window transitions
- Success criteria and verification steps
- Complete code examples and configurations
## Week 1 Foundation Plan
- Day 1: Project structure, environment, basic server
- Day 2: PostgreSQL schema, Sequelize models, database connection
- Day 3: OpenAI Responses API integration, assistant manager
- Day 4: Core chat endpoint, conversation management
- Day 5: Frontend integration, basic UI functional
## Key Architecture Decisions Documented
- PostgreSQL over MongoDB for relational data structure
- OpenAI Responses API replacing deprecated Assistants API
- Dynamic assistant configuration system with admin interface
- 48 specialized AI assistants (1 SMART Goals + 47 Creator Bots)
- 95% API efficiency improvement target
## Ready for Implementation
All documentation provides specific commands, code examples, and verification steps.
Each context window continuation includes full project context and current status.
Next: Execute QUICK_START_CHECKLIST.md Day 1 tasks to begin development.
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
