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Mastering Claude Code: From AI Development Workflow Basics to Real-World Practice

Explore → Plan → Implement → Commit. Master a proven AI development workflow with Claude Code. Learn everything from MCP and sub-agents to prompt engineering through 23 missions, and complete 3 real-world projects.

(4.9) 718 reviews

6,629 learners

Level Beginner

Course period Unlimited

  • gymcoding
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[GymCoding] 4 Official Claude Code Plugins for Saving Tokens: The Last One is the Core of Harness Engineering

Hello, I'm GymCoding!

  • "I'm so overwhelmed by the cost of Claude Code tokens"

  • I've been getting so many questions like, "I don't know where my tokens are leaking."

So, I’ve put together an additional lecture to properly address this!

This lecture is not just about simple token-saving tips. It is a practical guide that selects only 4 plugins directly related to token saving from the 171 plugins in the Anthropic official marketplace, covering everything from measurement to automatic blocking in one go.

What we will cover in this lesson

  • Where tokens are leaking shown on one screen: How to use session-report — How to analyze token usage by project and prompt, and identify the most expensive prompts using an HTML dashboard

  • How to reduce the token tax on every turn using two tools from CLAUDE.md management (revise + improver) to keep your claude-md-management clean, which automatically attaches to every request

  • serena MCP, which searches for code by meaning rather than just characters — from the reason it was picked as the #1 tool for saving tokens to installing uv package manager dependencies

  • hookify, which prevents Claude's mistakes in advance — among the four, this is the only official tool that goes beyond simple token saving to assist with the core of harness engineering

  • The entire workflow to install and activate all four with a single-line command from the Anthropic official marketplace

The core of this lecture is a bundle of practical tools that will help you save tokens using official tools curated directly by Anthropic, and even reach harness engineering with the final one!

👉 Go to the lecture!

😊 To those currently enrolled

Those who are taking the Claude Code Perfect Master course can take the new lecture immediately at no additional cost. It has been added to the end of Section 30 of the existing curriculum, so please check it out!

And if the lecture was helpful, a single line of review would be a huge help. If you haven't left a review yet, I would appreciate it if you could leave even a short one! 🙏

👉 Write a course review

🎯 For those who haven't taken the course yet

Now, it is no longer a question of whether you use Claude Code, but an era where how efficiently you use tokens makes the difference in cost and results.

Within 6 months of release, over 6,600 people are taking the course, and a wide range of individuals, including not only developers but also marketers, data analysts, students, and non-developers, are participating.

Recent Reviews

This is the most meaningful lecture of my life. This is the first time I've seen an IT lecture that is so sincere and updated in real-time, and it will probably be the last. It truly is the best lecture, and I want to recommend it to everyone.

You can now enroll at a special discount price at gymcoding.co/vip. Please be sure to check it out before the discount ends!

👉 Enroll now at a special discount price (gymcoding.co/vip)

Thank you! 🙇‍♂

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