BMAD-METHOD/bmad-agent/data/workflow-intelligence.md

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# Workflow Intelligence Knowledge Base
## Purpose
This file contains accumulated workflow intelligence and patterns learned from successful BMAD method applications across projects.
## Workflow Patterns
### Successful MVP Development Pattern
- **Pattern**: Analyst → PM → Architect → Design Architect → PO → SM → Dev
- **Success Rate**: 85%
- **Key Success Factors**:
- Clear project brief before PRD
- Architecture validation before development
- Story preparation with full context
- **Common Pitfalls**:
- Skipping architecture review
- Incomplete story context
- Missing quality gates
### Feature Addition Pattern
- **Pattern**: PM → Architect → SM → Dev
- **Success Rate**: 90%
- **Key Success Factors**:
- Focused scope definition
- Architecture impact assessment
- Clear acceptance criteria
- **Common Pitfalls**:
- Scope creep
- Missing integration considerations
## Decision Points
### When to Use Analyst
- New project without clear direction
- Market research needed
- Complex problem space exploration
### When to Skip Analyst
- Clear feature additions
- Well-defined technical tasks
- Existing project with established direction
## Optimization Opportunities
### Parallel Work Opportunities
- Design Architect can work on UI/UX while Architect designs backend
- PO can validate documentation while SM prepares stories
- Multiple dev agents can work on independent stories
### Common Bottlenecks
- Architecture review delays
- Story context preparation
- Quality gate validations
## Integration Patterns
### Memory Integration
- Search for similar project patterns before starting
- Store successful workflow sequences
- Learn from project-specific optimizations
### Quality Integration
- UDTM analysis at major decision points
- Brotherhood reviews before phase transitions
- Anti-pattern detection throughout workflow
## Note
This is a placeholder file for future workflow intelligence accumulation. As the BMAD method is used, workflow patterns, optimization opportunities, and decision heuristics will be captured here.