File Index Handbook - Claude Code Source Code Quick Reference
Claude Code core source code file index, organized by functional modules, with quick location guide for key …
#AI Programming
200K Context Window——AI's "Memory Palace" Management
Deep dive into Claude Code's context management mechanism: 200K tokens isn't "unlimited memory," how it …
Shortcomings - What Claude Code Still Does Imperfectly
An objective analysis of Claude Code's six major shortcomings: context window ceiling, tool latency …
Tool Descriptions——Helping AI "Understand" Each Tool's Manual
Deep dive into Claude Code's tool description design: how to help AI accurately understand each tool's purpose …
Production-Grade AI Coding Patterns - 6 Reusable Engineering Practices
Six production-grade AI coding patterns extracted from Claude Code source code: Read Before Edit, Graduated …
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 …
Context Management - The Core Capability of AI Coding
An in-depth analysis of Claude Code's five context management principles: budget setting, content …
System Prompts——The "Director Behind the Scenes"
Deep dive into Claude Code's system prompt architecture: segmented composition design, division of …
Agent Loop——How Does an AI's "Brain" Work?
Deep dive into Claude Code's core Agent Loop: the complete lifecycle from user input to model response. …
Different Models, Different "Scripts"——Model-Specific Tuning Revealed
Deep dive into how Claude Code tunes prompts for different models: differences between Claude 3.5 Sonnet and …