Add comprehensive feature implementation gap analysis report

[catface996]

This pull request was generated by @kiro-agent 👻

Comment with /kiro fix to address specific feedback or /kiro all to address everything.
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Overview

This PR adds a comprehensive feature implementation gap analysis report that evaluates the current state of the op-stack-service project by comparing planned features against actual implementations.

What's Changed

Added

• feature-implementation-analysis.md - Comprehensive gap analysis report in repository root

Analysis Scope

The gap analysis evaluates:

• All features listed in doc/1-intent/2-feature-list.md
• Corresponding specifications in the specs/ directory
• Actual codebase implementation status

Key Findings

Implementation Status Summary

• ✅ Fully Implemented: Core authentication, resource management foundation, and development infrastructure
• 🟡 Partially Implemented: Security features, topology management, and agent system
• ❌ Not Implemented: LLM integration, chatbot, monitoring/alerting, and advanced features

Feature Categories Analyzed

1. Authentication & Security - Login, registration, JWT, and account protection features
2. Resource Management - CRUD operations, permissions, and organizational features
3. Topology Management - Relationship modeling and visualization capabilities
4. Agent System - Configuration, execution, and management infrastructure
5. LLM Integration - Service configuration and prompt management
6. Chatbot - Natural language interaction capabilities
7. Data Integration & Alerting - External system integration and notification channels
8. Reporting & Export - Report generation and data export features

Report Structure

The analysis report includes:

• Detailed feature-by-feature implementation status
• Degree of completeness for partially implemented features
• Evidence from codebase (file paths and implementation details)
• Missing components and gaps identified
• Summary statistics and recommendations

Validation

✅ Code change validated using Dockerfile at /projects/sandbox/op-stack-service/Dockerfile

Next Steps

The report serves as a foundation for:

1. Prioritizing remaining feature development
2. Planning implementation roadmap
3. Identifying technical debt and gaps
4. Allocating development resources effectively

Type of Change

• Documentation
• Analysis/Report
• Bug fix
• New feature
• Breaking change

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Related Documentation:

• Feature List: doc/1-intent/2-feature-list.md
• Specifications: specs/ directory
• Analysis Report: feature-implementation-analysis.md