Evaluator-Optimizer in Claude Code: From Pattern to Skill
How I turned an Agentic AI pattern into a reusable Claude Code skill with evidence-based evaluation.
From zero to pro with Claude Code. In-depth guides and tips you can apply today.
8 articles · 33 tips
How I turned an Agentic AI pattern into a reusable Claude Code skill with evidence-based evaluation.
Practical guide to Claude Code hooks: 3 hook types, 5 essential hooks, advanced patterns and common pitfalls. With copy-paste ready examples.
Skills are the fastest way to create repeatable workflows in Claude Code. A markdown file, a slash command, and predictable steps with human intervention.
Learn how to connect Claude Code with Playwright and Notion via MCP to create an automated UI and code review system.
Learn to create and manage subagents in Claude Code. Divide complex tasks, avoid context contamination, and scale your AI development.
The definitive Claude Code guide (2026). Installation, CLAUDE.md configuration, hooks, skills, subagents, and professional workflows for developers.
Understand what the Model Context Protocol (MCP) is and how to use it in Claude Code to connect your LLM with real tools (GitHub, Linear, Databases).
Use /model + arrow keys to adjust effort on the fly. Or configure it permanently with effortLevel in settings or the CLAUDE_CODE_EFFORT_LEVEL environment variable.
Deny rules always win. Modes change everything. And the Tool(specifier) syntax supports wildcards and gitignore patterns.
Type ! followed by any command to run it directly in your shell without leaving Claude Code. Use Ctrl+B for background processes.
Skills, Hooks, MCP, Sub-agents, Agent Teams, and Plugins: a quick map to know when to use each one.
Skills are markdown files that Claude Code executes as slash commands. Create a SKILL.md, invoke it with /name, and Claude follows the steps. Conversational, predictable, reusable.
Fast mode prioritizes speed over cost on Opus 4.6: up to 2.5x faster responses with the same intelligence. Learn how to toggle it with /fast.
The /context command breaks down how many tokens each component of your session consumes, giving you full visibility into the context window before it fills up.
Every prompt creates an automatic checkpoint. If Claude breaks something, press Esc twice and rewind to any previous state in seconds.
Claude Code lets you customize the bottom status bar with a shell script — think PS1, but for your AI coding session.