Adds foundational workspace documentation: - Core identity and operating principles (SOUL.md, IDENTITY.md, AGENTS.md, USER.md) - Memory management system specification (MEMORY.md) - Development team context and workflow (CONTEXT.md, PROJECTS.md) - Environment notes template (TOOLS.md) - Heartbeat task template (HEARTBEAT.md) Includes super-enhanced memory system: - JavaScript memory engine implementation - Memory initialization and test scripts - Daily memory logs for 2026-07-03, 2026-07-04 - Project-level memory structure for site-survey-ai Adds project templates: - Standard Python Flask application template
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IT Site Survey AI - Technical Decisions
July 3, 2026 - Dashboard Implementation Approach
Decision: Implement a client-side dashboard that fetches data from a new API endpoint Alternatives Considered:
- Server-side rendered dashboard
- Separate admin application
- Database-based reporting interface Chosen Because:
- Leverages existing Flask API infrastructure
- Provides real-time data without page refresh
- Maintains consistency with existing application architecture
- Quick to implement and deploy
July 3, 2026 - Data Storage Approach
Decision: Continue using in-memory storage for survey responses Alternatives Considered:
- Implement PostgreSQL database
- Use SQLite for local storage
- Add Redis for caching Chosen Because:
- Maintains simplicity of current implementation
- Avoids additional infrastructure dependencies
- Sufficient for current use case
- Can be enhanced later without breaking changes
July 3, 2026 - API Endpoint Design
Decision: Add GET /api/surveys/responses endpoint to retrieve all responses Alternatives Considered:
- Add pagination to endpoint
- Implement filtering parameters
- Create separate admin-only endpoints Chosen Because:
- Simple implementation that meets current needs
- Can be extended with parameters later
- Follows REST conventions
- Consistent with existing API patterns