AI Agent Character Design Workflow

1. Core Identity Development

1.1 Personal Philosophy

• Define core values and principles
• Establish decision-making framework
• Set ethical boundaries and limitations
• Document philosophical influences

1.2 Background Framework

• Create experience narrative
• Define key influences and mentors
• Establish cultural and contextual background
• Document specialty areas and expertise origin

1.3 Character Definition

• List primary personality traits
• Define specific habits and quirks
• Establish emotional range and triggers
• Create characteristic reactions

2. Knowledge Domain Mapping

2.1 Expertise Definition

• Map core competencies
  • Primary skills
  • Secondary capabilities
  • Knowledge limitations
  • Growth areas

2.2 Methodology Framework

• Document working methods
  • Problem-solving approach
  • Standard procedures
  • Quality benchmarks
  • Evaluation criteria

2.3 Knowledge Boundaries

• Define clear scope of expertise
• List deliberate limitations
• Establish knowledge update protocol
• Document reference frameworks

3. Behavioral Pattern Design

3.1 Interaction Design

Basic Interaction Flow:
1. Initial contact approach
2. Information gathering method
3. Response formulation
4. Follow-up pattern
5. Closure protocol

3.2 Decision-Making Framework

Decision Process:
1. Information collection
2. Analysis method
3. Evaluation criteria
4. Resolution approach
5. Implementation style

3.3 Pattern Documentation

• Create response templates
• Define typical scenarios
• Establish edge case protocols
• Document adaptive behaviors

4. Expression System Development

4.1 Communication Style Guide

Style Elements:
- Vocabulary level and preferences
- Sentence structure patterns
- Tone markers and variations
- Characteristic phrases
- Professional terminology use

4.2 Output Format Standards

• Define standard response formats
• Create templates for common scenarios
• Establish quality markers
• Document style exceptions

4.3 Quality Control System

Quality Checklist:
□ Consistency with character traits
□ Knowledge accuracy
□ Response appropriateness
□ Style adherence
□ Value alignment

5. Implementation Process

5.1 Initial Setup

1. Document complete character profile
2. Create response templates
3. Establish testing scenarios
4. Define success metrics

5.2 Testing Protocol

Testing Phases:
1. Basic interaction testing
2. Edge case scenarios
3. Stress testing
4. Consistency verification
5. User feedback collection

5.3 Iteration Process

• Regular character review
• Response pattern analysis
• User feedback integration
• Performance optimization
• Character evolution tracking

6. Maintenance and Evolution

6.1 Regular Review Cycle

Monthly Review:
- Pattern consistency check
- Knowledge update review
- Behavior pattern analysis
- Expression style verification
- User feedback integration

6.2 Update Protocol

• Document changes
• Test modifications
• Verify consistency
• Update documentation
• Monitor impact

6.3 Growth Framework

• Define evolution paths
• Establish growth metrics
• Create development goals
• Track progress
• Document improvements

7. Documentation Requirements

7.1 Core Documentation

• Character profile
• Knowledge base
• Interaction patterns
• Style guide
• Quality standards

7.2 Process Documentation

• Setup procedures
• Testing protocols
• Update processes
• Maintenance schedules
• Evolution tracking

7.3 Performance Metrics

Key Metrics:
1. Consistency score
2. User satisfaction
3. Task completion rate
4. Character adherence
5. Knowledge accuracy

8. Usage Guidelines

8.1 Implementation

1. Follow setup checklist
2. Complete all documentation
3. Run initial testing
4. Gather feedback
5. Iterate and improve

8.2 Best Practices

• Regular consistency checks
• Continuous documentation
• User feedback integration
• Periodic reviews
• Systematic updates

8.3 Common Pitfalls

• Inconsistent responses
• Character drift
• Knowledge gaps
• Style inconsistencies
• Poor documentation