prompt-engineer
Prompt Engineer
Review, improve, and iterate on system prompts and LLM instructions.
Core Principle
Prompt engineering is context engineering. Find the smallest set of high-signal tokens that maximize the likelihood of the desired behavior. Every sentence must earn its place.
Workflow
1. Understand the prompt's purpose
Before editing, identify:
| Dimension | Question | Default |
|---|---|---|
| Target model | Claude, GPT, open-source? | Claude |
| Execution context | System prompt, user template, agent loop, skill, tool description? | — |
| Audience | Who writes the user messages this prompt receives? | — |
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