- Fix unnecessary assignments before return statements in crew.py
- Change VALID_TYPES to lowercase valid_types variable naming
- Optimize loop to use .values() instead of .items() when keys not needed
- Remove unused variables in test_integration.py
- All lint checks now pass locally
Co-Authored-By: João <joao@crewai.com>
- Add capability-based agent hierarchy with mathematical scoring
- Implement responsibility assignment algorithms (greedy, balanced, optimal)
- Add comprehensive accountability logging and tracking
- Implement performance-based capability adjustment with learning rates
- Integrate with existing Agent and Crew classes seamlessly
- Add 58 comprehensive tests covering all functionality
- Include example usage demonstrating all features
Addresses issue #3491 with four key features:
1. Capability-Based Agent Hierarchy
2. Mathematical Responsibility Assignment
3. Accountability Logging
4. Performance-Based Capability Adjustment
The system is fully backward compatible and optional - existing crews
continue to work without modification.
Co-Authored-By: João <joao@crewai.com>
