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

PROJECT_TEMPLATES/standard-python-flask/Makefile

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+# Makefile for standard Python Flask application
+
+# Variables
+PYTHON := python3
+PIP := pip3
+FLASK_APP := src/app.py
+TESTS := tests/
+
+# Default target
+.PHONY: help
+help:
+	@echo "Available targets:"
+	@echo "  setup     - Set up development environment"
+	@echo "  install   - Install dependencies"
+	@echo "  run       - Run development server"
+	@echo "  test      - Run tests"
+	@echo "  lint      - Run code linting"
+	@echo "  format    - Format code with Black"
+	@echo "  clean     - Clean up temporary files"
+
+# Set up development environment
+.PHONY: setup
+setup:
+	$(PYTHON) -m venv venv
+	. venv/bin/activate && $(PIP) install -r requirements/development.txt
+
+# Install dependencies
+.PHONY: install
+install:
+	$(PIP) install -r requirements/development.txt
+
+# Run development server
+.PHONY: run
+run:
+	FLASK_APP=$(FLASK_APP) flask run --host=0.0.0.0 --port=5000 --debug
+
+# Run tests
+.PHONY: test
+test:
+	$(PYTHON) -m pytest $(TESTS) -v
+
+# Run code linting
+.PHONY: lint
+lint:
+	flake8 src/ tests/
+
+# Format code with Black
+.PHONY: format
+format:
+	black src/ tests/
+
+# Clean up temporary files
+.PHONY: clean
+clean:
+	find . -type f -name "*.pyc" -delete
+	find . -type d -name "__pycache__" -delete
+	rm -rf .pytest_cache/
+	rm -rf .coverage
+	rm -rf htmlcov/
+	rm -rf *.egg-info/
+	rm -rf dist/
+	rm -rf build/

PROJECT_TEMPLATES/standard-python-flask/README.md

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+# Standard Python Flask Application Template
+
+## Overview
+This is a standardized template for Python Flask applications following professional best practices.
+
+## Directory Structure
+```
+{project-name}/
+├── src/                          # Source code root
+│   ├── __init__.py
+│   ├── app.py                    # Application entry point
+│   ├── config.py                 # Configuration management
+│   ├── models/                   # Data models and database schemas
+│   │   ├── __init__.py
+│   │   └── *.py                  # Model files
+│   ├── api/                      # API endpoints
+│   │   ├── __init__.py
+│   │   └── *.py                  # API route files
+│   ├── services/                 # Business logic
+│   │   ├── __init__.py
+│   │   └── *.py                  # Service files
+│   ├── utils/                    # Utility functions
+│   │   ├── __init__.py
+│   │   └── *.py                  # Utility files
+│   └── templates/                # HTML templates (if using server-side rendering)
+├── frontend/                     # Frontend assets (if separate)
+│   ├── static/                   # Static assets (CSS, JS, images)
+│   │   ├── css/
+│   │   ├── js/
+│   │   └── images/
+│   └── templates/                # HTML templates
+├── tests/                        # Test files
+│   ├── __init__.py
+│   ├── conftest.py               # Test configuration
+│   └── test_*.py                 # Test files
+├── docs/                         # Documentation
+│   ├── api.md
+│   ├── architecture.md
+│   └── deployment.md
+├── migrations/                   # Database migrations (if using alembic)
+├── requirements/                 # Dependency management
+│   ├── base.txt
+│   ├── development.txt
+│   └── production.txt
+├── scripts/                      # Utility scripts
+│   ├── setup.py
+│   ├── deploy.py
+│   └── backup.py
+├── .env.example                  # Environment variable examples
+├── .gitignore
+├── Dockerfile                    # Container definition
+├── docker-compose.yml            # Multi-container setup
+├── CHANGELOG.md
+└── Makefile                      # Common commands
+```
+
+## Usage
+1. Copy this template to create a new project
+2. Replace `{project-name}` with your actual project name
+3. Customize the structure based on project requirements
+4. Update README.md with project-specific information
+
+## Best Practices Implemented
+- Clear separation of concerns
+- Modular design
+- Comprehensive testing structure
+- Professional documentation
+- Standardized configuration management
+- Environment variable support
+- Containerization support
+- CI/CD ready structure
+
+## Development Setup
+```bash
+# Create virtual environment
+python -m venv venv
+source venv/bin/activate
+
+# Install dependencies
+pip install -r requirements/development.txt
+
+# Run tests
+make test
+
+# Start development server
+make run
+```
+
+## Deployment
+The template includes Docker support for consistent deployment across environments.

PROJECT_TEMPLATES/standard-python-flask/requirements/base.txt

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+# Base requirements for all environments
+Flask==2.3.2
+Flask-CORS==4.0.0
+python-dotenv==1.0.0

PROJECT_TEMPLATES/standard-python-flask/requirements/development.txt

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+# Development requirements
+-r base.txt
+pytest==7.4.0
+pytest-cov==4.1.0
+flake8==6.0.0
+black==23.3.0