Prompts
5 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.”

System Prompts——The "Director Behind the Scenes"
Deep dive into Claude Code’s system prompt architecture: segmented composition design, division of identity/tools/format/safety modules, and the secrets of model-specific tuning. Unveiling why the same request gets completely different response styles from Claude Code versus ChatGPT.

Claude Prompt Engineering 05: Formatting Output and Making AI Speak
Stop the AI rambling! Three Prompt Engineering techniques to make Claude output exactly the format you need, with XML tags and JSON format explained
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

Make Claude Think Step by Step
Ever noticed AI sometimes gives wrong answers? Learn how ’thinking out loud’ dramatically improves accuracy. A simple yet powerful technique.
