Why do copy-pasting popular office AI prompt templates often fail? Organizing 3 common failure patterns, a ready-to-use four-section fixed template, and timing suggestions for integrating usable ones into daily workflows.
The author compares Claude Sonnet with prompt-engineered Hermes 3 405B outputs through practical tests, proving that open-source models can reach 80% of commercial model quality in specific writing scenarios. Provides concrete System Prompt design principles for common issues like AI fluff, formulaic questions, and canned conclusions.
Claude Code Hooks is a powerful automation feature hidden in configuration files, divided into three types: PreToolUse, PostToolUse, and Stop. These hooks can automatically insert scripts before AI executes a tool, after execution, or when a conversation ends. This article walks you through the setup process and provides three practical examples to help developers implement dangerous command interception, automatic code formatting, learning summaries, and more.