Prompt Engineering

Purpose

Design, evaluate, and version system prompts for LLM-powered features, including instruction structure, chain-of-thought patterns, output format constraints, and few-shot example selection.

Scope Constraints

Reads feature requirements, data format examples, and quality constraints for prompt design analysis. Does not execute LLM calls, modify production prompts, or access API keys directly.

Inputs

• Feature requirements (what the LLM should do)
• Input data format and examples
• Desired output format and constraints
• Quality requirements (accuracy, consistency, tone)
• Cost and latency constraints (model selection guidance)

Input Sanitization