You found an excellent bug where the system was giving contradictory responses:
- ✅ Immediate description: Correctly detected "No AWS services"
- ❌ Analysis results: Still gave 7.2/10 score with generic feedback
This has now been fixed to provide consistent, appropriate responses based on diagram detail level.
File: examples/empty-diagram.xml
Expected Results:
- Description: "No AWS services were detected..."
- Score: 1.0/10
- Issues: HIGH severity - No services detected
- Recommendations: Educational guidance on adding AWS services
File: examples/minimal-diagram.xml
Expected Results:
- Description: Generic components detected, need AWS service names
- Score: 3.0/10
- Issues: MEDIUM severity - Limited architecture
- Recommendations: Add more services and connections
File: examples/sample-aws-architecture.xml
Expected Results:
- Description: Detailed service breakdown with patterns
- Score: 7.2/10
- Issues: Realistic security findings
- Recommendations: Specific security improvements
{
"overall_score": 1.0,
"security": {
"score": 1.0,
"issues": [
{
"severity": "HIGH",
"component": "Architecture",
"issue": "No AWS services detected in diagram",
"recommendation": "Add AWS services with proper labels"
}
]
}
}{
"overall_score": 3.0,
"security": {
"score": 3.0,
"issues": [
{
"severity": "MEDIUM",
"component": "Architecture Completeness",
"issue": "Limited services detected",
"recommendation": "Add security services like IAM, VPC, CloudWatch"
}
]
}
}{
"overall_score": 7.2,
"security": {
"score": 6.8,
"issues": [
{
"severity": "HIGH",
"component": "S3 Bucket",
"issue": "Public read access enabled",
"recommendation": "Disable public access and use presigned URLs"
}
]
}
}- Upload empty diagram: Should get 1.0/10 score with helpful guidance
- Upload minimal diagram: Should get 3.0/10 score with architectural advice
- Upload comprehensive diagram: Should get realistic security analysis
Empty/No Services: 1.0/10
- Focus on education and guidance
- HIGH severity issues about missing services
- Recommendations for better documentation
1-2 Services: 3.0/10
- Partial analysis capability
- MEDIUM severity issues about completeness
- Suggestions for additional services
3+ Services: Dynamic scoring based on actual security analysis
- Full analysis with realistic findings
- Varied severity issues based on actual problems
- Specific security recommendations
The system now provides consistent, helpful responses regardless of diagram detail:
- ✅ Educational approach rather than rejection
- ✅ Proportional scoring based on available information
- ✅ Constructive feedback for improvement
- ✅ Specific guidance on what to add
- ✅ Maintains value even with minimal input
Great catch on finding this inconsistency! The system now properly handles the full spectrum from empty diagrams to comprehensive architectures.