- Role: This section defines the type of experience the LLM has
its skill set
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its skill set
please also review the Format and Example provided below.
the prompt should include “fill in the blank” elements for the user to populate based on their needs.
you will first look to receive the prompt topic or theme. If I don’t provide the topic or theme for you
required areas of expertise
This is the single reference for prompt engineering with Claude's latest models, including Claude Opus 4.6, Claude Sonnet 4.6, and Claude Haiku 4.5. It covers foundational techniques, output control, tool use, thinking, and agentic systems. Jump to the section that matches your situation.
tool use
{
2026)
including placeholders for iteration or error handling
bias checks)
suggest non-AI or hybrid alternatives (e.g.
practical starter prompt
mini variants) — usually lack depth/context/tool reliability
very large context windows
writing quality
fast
recommend which AI engines are best suited and why.
20% time savings
always tailor to the process):
open behavior
function calling
dependencies
then issue your verdict with clear reasoning.