← Prompt Engineering Handbook

References and Source Notes

Main source groups used for this mini-site

Uploaded guides

  • Advanced Prompt Engineering Mastery Roadmap.pdf
  • Prompt Engineering, Prompt Strategy, and Effective AI Interaction for Modern LLMs.pdf
  • Ultimate Prompt Engineering Study Guide for GPT‑5.2 and Gemini in 2026.pdf

Official OpenAI docs used for alignment

  • Using GPT-5.4
  • Prompt guidance for GPT-5.4
  • Prompt engineering
  • Reasoning best practices
  • Structured model outputs
  • Function calling
  • Reasoning models
  • Model Spec

Official Google docs used for alignment

  • Gemini 3 Developer Guide
  • Gemini thinking
  • Thought Signatures
  • Function calling with the Gemini API
  • Long context
  • Generating content
  • Safety settings

How to use this site well

  • Start with the reusable templates, then adapt them per task.
  • For production workflows, convert free-text outputs into schemas and tests.
  • Keep your own prompt library in Git with changelog and eval results.