Models, Research & Prompt ·
Claude in action
English translation of the Chinese original. This version is generated for international readers and may be refined over time.
English translation of the Chinese original. This version is generated for international readers and may be refined over time.
Date: 2026-02-04
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0x00 Course on finding treasures
As the developer of the long-term use of Claude, I'm bound to have this powerful AI assistant in my daily code. Whether web-end conversations, or CLI tools, or even the integration of IDE plugins, Claude offers excellent code advice and problem-solving ideas.
But there are always bottlenecks - how can they be used more systematically? Are there any officially recommended "best practices"? In some complex tasks, how can Claude really understand my full development context?
So I started looking for the official Standard Operating Manual. After going through a variety of technical forums, blogs, ** an occasional opportunity, I found the Anthropic official learning platform - Anthropic Academy**.
Seeing this course, I feel like playing games finds a plan.


0x02, not just a code assistant
Anthropic Academy offers a wide range of courses ranging from basic introductory to professional development:
- ** Artificial Intelligence Nucleus series**: includes the three dimensions of "Frameworks and Foundations", "Educates for People", "Students for Students", for learners from different backgrounds
- Claude API Development: Specifically for developers, teaching you how to build a Claude-based application
- ** Claude Code: : That's what we're talking about today. - Context profile of the model**: understand how Claude treated and used context information
For developers like me, the most practical are the classes ** Claude Code in Action** and ** Claude 101**. The former focuses on efficient use of command line tools, while the latter provides an overview of Claude's capabilities.

0x03 Claude Code in Action
It took me some time to complete the whole of Claude Code in Action and to pass the final test (in fact, a few options, testing the level of mastery of the core concept) and successfully obtain the certificate of completion.


** Course highlights**
- Strategicly clear, layered The course begins with the most basic command line installation configuration and gradually goes into advanced functionality. 15 courses, approximately one hour of total duration, were arranged very tightly, without any redundancies.
- Bio-oriented, i. e. school-based For each concept, it is immediately accompanied by a practical operational demonstration. When speaking of " File Operations ", for example, you show how Claude Code changes specific code patterns in multiple files in bulk.
- ** Covers advanced scenes** Not only basic operations, but also advanced topics such as MCP server integration, GitHub automation and hooks development. These are where I encounter bottlenecks in daily development.
** Core harvest**
- ** Context management skills**: learned how to use them
/initCommands andClaude.mdFile to make Claude Code better understand what I'm working on. - ** Workflow optimization**: multiple heat keys and commands are available to better control interaction with Claude Code
- ** Automation capability**: learning to create custom commands to automate duplicate development tasks
Whether or not there has really been a gain for the time being, the English language has in any case been considerably upgraded, and it is suggested that you view the video and read it throughout English and use it manually.
0x04 More Treasure Course: Build Full Claude Skills Tree
Having completed Claude Code in Action, I continued to explore other courses on the platform and found each to be valuable:

Build with Claude API
This is an advanced course for developers on how to use Claude's latest functionality to build applications. These include:
- Claude 4. 5 Model Recent features and applications
- API Call Best practices and performance optimization
- Agents Development: Create smart agents capable of autonomous missions -Skills: Extension of specific competency modules for Claude -** MCP (mode context protocol)**: to make Claude better understand and operate your development environment -Tools Integration: Connect external tools and services
This part of the story is a guide for teams that want to develop products based on Claude.
Claude for Work
If you promote Claude in the team, this course provides a complete road map for implementation:

- How to deploy and manage Claude in the organization
- Best practices in teamwork
- Specific methods and indicators of efficiency improvement
- Security and compliance considerations
Claude for Personal
Optimal use guide for individual users:

- Ideas and methods for automating routine tasks
- Best practices in personal project management
- Efficient workflow in learning and research
0x05 Why is the official curriculum so important?
Having experienced these courses in person, I have learned deeply about the value of learning in the official system:
** Avoiding "field" usage habits**: Many developers (including previous me) use AI tools by error, which may result in some inefficient or even incorrect usage habits. 2. ** Get the latest functionality**: Claude, in a fast iterative fashion, the official curriculum ensures that you learn the latest best practices. Understanding design philosophy: It is important to know how a function is "used", but understanding "why" is more important to help you apply tools creatively. 4. ** Get a full perspective**: while the civic curriculum tends to focus only on a specific issue, the official curriculum provides a complete learning path from basic to advanced levels.
#0x06 Learning advice for developers
If you also intend to learn how to use Claude efficiently, the path I suggest is:
- ** Starting with Claude 101**: building a holistic understanding of Claude ' s capabilities
- ** Focus on Claude Code in Action**: this is the most immediate tool for improving the efficiency of day-to-day development
- Selection of specialized courses based on demand: in the case of product development, with Claude API; in the case of team management, with Claude for Work. Practice, practice, practice again: every skill learned, immediately try to apply it in its own project
Claude and other AI tools are rapidly changing our development. Rather than passive adaptation, it is better to take ownership. These official courses are like "Skill Books" in the game that keep you competitive in the AI era.
** From "will use" to "advanced"**, this learning platform may fall short.