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

CONTEXT.md

@@ -0,0 +1,53 @@
+# CONTEXT.md
+
+## Software Development Team
+
+**Status:** Active - Team creation in progress  
+**Last Updated:** 2026-07-03
+
+### Purpose
+A dedicated multi-agent software development team for Beawit's internal applications and automation tooling.
+
+### Team Structure
+
+| Agent ID | Role | Responsibilities | Model |
+|----------|------|------------------|-------|
+| **dev-product** | Product Manager | Requirements, user stories, feature prioritization, acceptance criteria | kimi-k2.5:cloud |
+| **dev-architect** | Architect | System design, API design, data models, tech decisions | kimi-k2.5:cloud (reasoning) |
+| **dev-backend** | Backend Developer | APIs, databases, integrations, business logic | qwen3-coder:480b-cloud |
+| **dev-frontend** | Frontend Developer | UI/UX, components, client state, styling | qwen3-coder:480b-cloud |
+| **dev-qa** | QA Engineer | Test plans, automated tests, bug reproduction | glm-4.7:cloud |
+| **dev-devops** | DevOps Engineer | Deployments, CI/CD, monitoring, infrastructure | kimi-k2.5:cloud |
+| **dev-lead** (me) | Tech Lead | Coordination, code review, integration, delegation | kimi-k2.5:cloud |
+
+### Technology Stack
+- **Backend:** Python (FastAPI) — chosen for type hints, async support, and your existing Python codebase
+- **Frontend:** HTMX + Jinja2 templates — lightweight, server-rendered, minimal JavaScript complexity
+- **Database:** PostgreSQL for production, SQLite for local dev
+- **Infrastructure:** Docker containers, VPS deployment via SSH
+- **Version Control:** Git with feature branch workflow
+
+### Workflow
+
+1. **Feature Request** → dev-product creates user stories + acceptance criteria
+2. **Design** → dev-architect designs system changes, API contracts
+3. **Implementation** → dev-backend + dev-frontend work in parallel
+4. **Review** → dev-lead reviews code, requests changes if needed
+5. **Testing** → dev-qa validates against acceptance criteria
+6. **Deploy** → dev-devops deploys to staging, then production
+7. **Verify** → dev-lead confirms deployment success
+
+### Current Tasks
+- [x] Define team agent structure
+- [x] Create agent instruction files
+- [x] Establish workflow protocols
+- [x] Test first delegation cycle
+- [x] Enhance site survey application with dashboard
+- [x] Implement memory system for context persistence
+- [x] Deploy super-enhanced memory system with JavaScript engine
+
+### Decisions Log
+| Date | Decision | Rationale |
+|------|----------|-----------|
+| 2026-07-03 | Create dedicated dev team | Need scalable capacity for multiple internal app projects |
+| 2026-07-03 | Python/FastAPI + HTMX stack | Matches existing skills, FastAPI's type safety, HTMX keeps frontend simple |