Major documentation overhaul: Transform to Python/FastAPI web application

This comprehensive update transforms Job Forge from a generic MVP concept to a
production-ready Python/FastAPI web application prototype with complete documentation,
testing infrastructure, and deployment procedures.

## 🏗️ Architecture Changes
- Updated all documentation to reflect Python/FastAPI + Dash + PostgreSQL stack
- Transformed from MVP concept to deployable web application prototype
- Added comprehensive multi-tenant architecture with Row Level Security (RLS)
- Integrated Claude API and OpenAI API for AI-powered document generation

## 📚 Documentation Overhaul
- **CLAUDE.md**: Complete rewrite as project orchestrator for 4 specialized agents
- **README.md**: New centralized documentation hub with organized navigation
- **API Specification**: Updated with comprehensive FastAPI endpoint documentation
- **Database Design**: Enhanced schema with RLS policies and performance optimization
- **Architecture Guide**: Transformed to web application focus with deployment strategy

## 🏗️ New Documentation Structure
- **docs/development/**: Python/FastAPI coding standards and development guidelines
- **docs/infrastructure/**: Docker setup and server deployment procedures
- **docs/testing/**: Comprehensive QA procedures with pytest integration
- **docs/ai/**: AI prompt templates and examples (preserved from original)

## 🎯 Team Structure Updates
- **.claude/agents/**: 4 new Python/FastAPI specialized agents
  - simplified_technical_lead.md: Architecture and technical guidance
  - fullstack_developer.md: FastAPI backend + Dash frontend implementation
  - simplified_qa.md: pytest testing and quality assurance
  - simplified_devops.md: Docker deployment and server infrastructure

## 🧪 Testing Infrastructure
- **pytest.ini**: Complete pytest configuration with coverage requirements
- **tests/conftest.py**: Comprehensive test fixtures and database setup
- **tests/unit/**: Example unit tests for auth and application services
- **tests/integration/**: API integration test examples
- Support for async testing, AI service mocking, and database testing

## 🧹 Cleanup
- Removed 9 duplicate/outdated documentation files
- Eliminated conflicting technology references (Node.js/TypeScript)
- Consolidated overlapping content into comprehensive guides
- Cleaned up project structure for professional development workflow

## 🚀 Production Ready Features
- Docker containerization for development and production
- Server deployment procedures for prototype hosting
- Security best practices with JWT authentication and RLS
- Performance optimization with database indexing and caching
- Comprehensive testing strategy with quality gates

This update establishes Job Forge as a professional Python/FastAPI web application
prototype ready for development and deployment.

🤖 Generated with Claude Code (https://claude.ai/code)

Co-Authored-By: Claude <noreply@anthropic.com>

docs/ai/phase1_template.md

@@ -0,0 +1,37 @@
+# Job Application Research Phase
+
+## Job Description Analysis
+**Company:** [Company Name]
+**Role:** [Position Title]
+**Link/Source:** [URL or "Pasted Content"]
+
+### Company/Department Details
+- [Company mission, culture, values]
+- [Department structure and team dynamics]
+- [Key stakeholders and reporting structure]
+
+### Qualification Requirements Analysis
+
+| Required Skill | Type | Met Requirement? | Location in Resume | Priority Level |
+|---|---|---|---|---|
+| [Skill 1] | Technical/Soft | Yes/No | [Section] | High/Medium/Low |
+
+### Role Responsibilities Matching
+
+| Responsibility | Past Experience Met | Corresponding Experience | Reference (Role/Company) | Strength of Match |
+|---|---|---|---|---|
+| [Responsibility 1] | Yes/No | [Description] | [Role - Company] | Strong/Moderate/Weak |
+
+### Keywords & Themes
+**Primary Keywords:** [List]
+**Secondary Keywords:** [List]
+**Underlying Themes:** [Company values, desired traits]
+
+### Phase 1 Summary & Recommendations
+- **Alignment Score:** [X/10]
+- **Key Strengths:** [Top 3 matching areas]
+- **Potential Gaps:** [Areas needing emphasis]
+- **Adaptation Strategy:** [High-level approach]
+
+---
+**Handoff to Phase 2:** ✅ Ready for Resume Optimization