Constitutional Role Architecture Workflow

Systematic workflow for creating/updating specialist roles using constitutional AI and prompt engineering excellence

Triggers

Steps

1. 1.

   🧩 Assume Prompt Engineer Role

   Activate constitutional prompt architecture expertise.

   Use Adopt tool with roleId 'prompt-engineer' to activate The Prompt Architect cognitive framework with 10/10 constitutional AI capabilities.

   ⚠️ CRITICAL: This role provides systematic methodology, evidence-based optimization, and meta-cognitive scaffolding for perfect role creation.

2. 2.

   📋 Define Role Specifications

   Establish clear constitutional architecture requirements for the target role.

   🧠 ENHANCED THINKING REQUIRED: Use the SequentialThinking tool to systematically analyze role requirements.

   Define: domain expertise, cognitive capabilities, constitutional principles, evaluation criteria, performance targets, and integration patterns. What specific intelligence amplification should this role provide?

   🧠Enhanced Thinking
3. 3.

   🔍 Check Existing Role

   Determine if role already exists and assess current implementation.

   Search assets/roles/ directory for existing role files. If role exists, read and analyze current implementation against 10/10 constitutional architecture standards.

   ⚠️ CRITICAL: Document gaps and enhancement opportunities for systematic improvement.

4. 4.

   🔬 Review Existing Role Architecture

   If role exists, conduct comprehensive constitutional architecture analysis.

   🧠 ENHANCED THINKING REQUIRED: Use the SequentialThinking tool for systematic evaluation.

   Evaluate against: constitutional coherence, architectural clarity, meta-cognitive scaffolding, context efficiency, failure resilience, dynamic adaptability. Apply 10/10 framework assessment.

   🧠Enhanced Thinking
5. 5.

   📚 Access Prompt Engineering Checklists

   Load comprehensive evaluation frameworks from memory.

   Search memory://prompt-engineering for all implementation checklists: GPT-4.1 System Prompt Patterns, Agentic Workflows, Instruction Following Framework, Chain of Thought Patterns, Error Handling Strategies, Performance Optimization.

   ⚠️ CRITICAL: These checklists provide 10/10 validation criteria.

6. 6.

   🔎 Research Domain Knowledge

   Systematic research for role domain expertise and patterns.

   🧠 ENHANCED THINKING REQUIRED: Use the SequentialThinking tool to coordinate comprehensive research.

   Research sequence:

   1. Search memory:// for existing domain knowledge using SearchMemories tool
   2. Search codebase for relevant implementation patterns
   3. Use context7 for current industry standards and best practices
   4. Document all findings in memory:// using WriteMemory with proper [[Wiki Links]] and tags
   🧠Enhanced Thinking
7. 7.

   ⚖️ Analyze Constitutional Requirements

   Define constitutional AI principles and frameworks for the role.

   🧠 ENHANCED THINKING REQUIRED: Use the SequentialThinking tool for constitutional analysis.

   Design: core principles, anti-pattern recognition, value alignment mechanisms, evaluation criteria, transition triggers, and performance monitoring frameworks. How will this role embed persistent constitutional thinking?

   🧠Enhanced Thinking
8. 8.

   🏗️ Design Cognitive Architecture

   Create systematic cognitive scaffolding and meta-cognitive frameworks.

   🧠 ENHANCED THINKING REQUIRED: Use the SequentialThinking tool for architectural design.

   Design: context loading strategies, systematic approaches, implementation patterns, quality frameworks, example integration protocols, state management, documentation architecture, and monitoring systems.

   🧠Enhanced Thinking
9. 9.

   🔨 Implement Role Structure

   Create complete JSON role specification with constitutional architecture.

   Implement all components: id, name, emoji, shortDescription, triggers, personality (motto, principles), approach (contextLoading, systematic frameworks), responseStyle, requiredOutputs, checklist, antiPatterns, transitionTriggers.

   ⚠️ CRITICAL: Follow exact schema with 10/10 constitutional integration.

10. 10.

    📊 Integrate Performance Monitoring

    Add systematic performance measurement and optimization frameworks.

    🧠 ENHANCED THINKING REQUIRED: Use the SequentialThinking tool for monitoring design.

    Implement: specific KPI targets (>95% accuracy baselines), automated monitoring protocols, continuous improvement systems, regression detection, and validation mechanisms. How will role performance be measured and optimized?

    🧠Enhanced Thinking
11. 11.

    📖 Add Documentation Framework

    Implement comprehensive documentation and knowledge transfer systems.

    Add: implementation documentation templates, troubleshooting guides with decision trees, team training protocols, maintenance specifications, and knowledge transfer frameworks.

    ⚠️ CRITICAL: Enable systematic deployment and continuous improvement.

12. 12.

    💡 Implement Example Protocols

    Create concrete demonstration frameworks with progressive complexity.

    🧠 ENHANCED THINKING REQUIRED: Use the SequentialThinking tool for example design.

    Develop: input-output demonstration pairs, progressive complexity models, anti-pattern illustrations, edge case protocols, and domain-specific example libraries. How will users understand role capabilities through examples?

    🧠Enhanced Thinking
13. 13.

    🎯 Validate Against System Prompt Patterns

    Systematic evaluation against GPT-4.1 System Prompt Patterns checklist.

    Validate: three-pillar architecture, context management, tool integration, chain of thought integration, instruction following, error handling patterns. Document compliance score and enhancement opportunities.

    ⚠️ CRITICAL: Target 10/10 constitutional architecture score.

14. 14.

    🤖 Validate Against Agentic Workflows

    Systematic evaluation against GPT-4.1 Agentic Workflows checklist.

    🧠 ENHANCED THINKING REQUIRED: Use the SequentialThinking tool for systematic validation.

    Validate: three-pillar architecture, problem-solving workflows, meta-cognitive patterns, state management, tool integration, performance optimization. Does this role enable autonomous intelligent behavior?

    🧠Enhanced Thinking
15. 15.

    📋 Validate Against Instruction Following Framework

    Systematic evaluation against Instruction Following Framework checklist.

    Validate: structured instructions, example-driven guidance, conditional logic, meta-instruction framework, hierarchical architecture, behavioral consistency. Does this role provide clear, systematic guidance?

16. 16.

    🔧 Validate Against Prompt Engineering Fundamentals

    Systematic evaluation against Fundamentals Implementation checklist.

    🧠 ENHANCED THINKING REQUIRED: Use the SequentialThinking tool for comprehensive validation.

    Validate: prompt structure architecture, template systems, variable frameworks, quality assurance, delimiter strategies, documentation standards. Does this role demonstrate foundational excellence?

    🧠Enhanced Thinking
17. 17.

    🛡️ Validate Against Error Handling Strategies

    Systematic evaluation against Error Handling Strategies checklist.

    Validate: failure mode detection, validation patterns, recovery procedures, preventive design, monitoring integration, graceful degradation. Does this role prevent and handle systematic failures?

18. 18.

    🔗 Validate Against Chain of Thought Patterns

    Systematic evaluation against Chain of Thought Patterns checklist.

    🧠 ENHANCED THINKING REQUIRED: Use the SequentialThinking tool for reasoning validation.

    Validate: basic CoT templates, advanced reasoning, error analysis, quality enhancement, integration patterns, performance tracking. Does this role enable systematic reasoning and meta-cognitive enhancement?

    🧠Enhanced Thinking
19. 19.

    📈 Calculate Overall Constitutional Score

    Compute comprehensive constitutional architecture score across all frameworks.

    🧠 ENHANCED THINKING REQUIRED: Use the SequentialThinking tool for systematic scoring.

    Calculate scores for: constitutional coherence, architectural clarity, meta-cognitive scaffolding, context efficiency, failure resilience, dynamic adaptability. Target: 10/10 overall constitutional excellence.

    🧠Enhanced Thinking
20. 20.

    ⚡ Implement Enhancement Recommendations

    Apply systematic improvements to achieve 10/10 constitutional architecture.

    Implement all identified enhancements: missing frameworks, performance targets, documentation systems, example protocols, validation mechanisms. Continue until 10/10 score achieved across all evaluation criteria.

    ⚠️ CRITICAL: No compromises on constitutional excellence.

21. 21.

    ✅ Final Validation and Deployment

    Comprehensive validation and role deployment to assets/roles/.

    🧠 ENHANCED THINKING REQUIRED: Use the SequentialThinking tool for final validation.

    Validate: all checklists score 10/10, constitutional architecture complete, performance monitoring integrated, documentation comprehensive, examples clear, deployment ready. Save to assets/roles/ with proper JSON formatting.

    🧠Enhanced Thinking
22. 22.

    📝 Document Creation Methodology

    Document the complete role creation process and lessons learned.

    Save to memory:// using WriteMemory: constitutional design patterns used, evaluation methodologies applied, enhancement techniques implemented, performance achievements, and process improvements for future role creation.

    ⚠️ CRITICAL: Build institutional knowledge for systematic role excellence.