Prompt Design Patterns

Reusable prompt patterns for production systems, including persona, constraints, schemas, safety, and multi-agent collaboration.

Prompt Design Patterns

Expert Persona Pattern

Expert Persona Pattern is a reusable prompt design pattern for structuring model behavior, constraints, and output in production-oriented workflows.

Step-by-Step Pattern

Step-by-Step Pattern is a reusable prompt design pattern for structuring model behavior, constraints, and output in production-oriented workflows.

Constraint-First Pattern

Constraint-First Pattern is a reusable prompt design pattern for structuring model behavior, constraints, and output in production-oriented workflows.

Output Schema Pattern

Output Schema Pattern is a reusable prompt design pattern for structuring model behavior, constraints, and output in production-oriented workflows.

Guard Rails Pattern

Guard Rails Pattern is a reusable prompt design pattern for structuring model behavior, constraints, and output in production-oriented workflows.

Meta-Prompt Pattern

Meta-Prompt Pattern is a reusable prompt design pattern for structuring model behavior, constraints, and output in production-oriented workflows.

Iterative Refinement Pattern

Iterative Refinement Pattern is a reusable prompt design pattern for structuring model behavior, constraints, and output in production-oriented workflows.

Multi-Agent Collaboration Pattern

Multi-Agent Collaboration Pattern is a reusable prompt design pattern for structuring model behavior, constraints, and output in production-oriented workflows.