Few-Shot
3 posts

Why Does AI Sometimes "Misbehave"?——Prompt Behavior Guidance Techniques
Deep dive into guiding AI behavior through prompts: from Few-shot examples to A/B testing, unveiling how Claude Code uses carefully designed prompts to turn an “impatient” AI into a “patient” one, and solving problems of AI being “over-eager” or “failing to ask when it should.”
May 2, 2026 · 6 min · 1083 words · Monster Programming

Building Complex Prompts from Scratch: The Seven-Element Framework
A complete guide to building complex prompts using the seven-element framework: Task Context, Tone, Rules, Examples, Input Data, Immediate Task, Output Format. Includes career coach, legal assistant, and code bot examples.
February 25, 2026 · 9 min · 1839 words · Mengshou Programming
Claude Prompt Engineering 07: Show AI Examples and It Just Gets It
Stop writing lengthy instructions. Just show Claude a few examples and AI will instantly understand what you mean. Let’s talk about Few-Shot Prompting
January 25, 2025 · 7 min · 1325 words · Mengshou Programming
