PromptForge

Audit Methodology & Framework Patterns

Hermes Framework

• Role Definition: Clear agent identity and expertise
• Objective Statement: Measurable task outcomes
• Constraints: Boundaries and limitations
• Output Format: Structured response requirements

CrewAI Framework

• Mission Overview: High-level team objective
• Agent Team: Specialized role assignments
• Task Breakdown: Hierarchical decomposition
• Communication Protocol: Team interaction rules

AutoGen Framework

• Agent Identity: Conversational persona
• Conversation Objective: Dialogue goal
• Communication Style: Tone and format
• Termination Conditions: Completion criteria

Swarm Intelligence Patterns

• Collective Reasoning: Multiple agents solving complex problems
• Parallel Processing: Concurrent task execution
• Consensus Mechanisms: Agreement protocols
• Emergent Behavior: System-level intelligence