Establish baseline: core documentation and memory system
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
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## July 3, 2026 - Dashboard Implementation Approach
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**Decision**: Implement a client-side dashboard that fetches data from a new API endpoint
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**Alternatives Considered**:
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- Server-side rendered dashboard
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- Separate admin application
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- Database-based reporting interface
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**Chosen Because**:
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- Leverages existing Flask API infrastructure
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- Provides real-time data without page refresh
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- Maintains consistency with existing application architecture
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- Quick to implement and deploy
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## July 3, 2026 - Data Storage Approach
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**Decision**: Continue using in-memory storage for survey responses
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**Alternatives Considered**:
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- Implement PostgreSQL database
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- Use SQLite for local storage
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- Add Redis for caching
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**Chosen Because**:
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- Maintains simplicity of current implementation
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- Avoids additional infrastructure dependencies
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- Sufficient for current use case
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- Can be enhanced later without breaking changes
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## July 3, 2026 - API Endpoint Design
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**Decision**: Add GET /api/surveys/responses endpoint to retrieve all responses
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**Alternatives Considered**:
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- Add pagination to endpoint
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- Implement filtering parameters
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- Create separate admin-only endpoints
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**Chosen Because**:
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- Simple implementation that meets current needs
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- Can be extended with parameters later
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- Follows REST conventions
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- Consistent with existing API patterns
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