Autonomous Skill Learner FAQs

Question 1

How does the Learn skill identify what knowledge to save?

Accepted Answer

It monitors for triggers like the /learn command, specific phrases like 'save this as a skill', or successful resolutions of non-obvious debugging tasks that required significant trial-and-error.

Question 2

Does it verify information with external sources?

Accepted Answer

Yes, for technology-specific topics, the skill is designed to perform web searches to ensure the codified knowledge aligns with current (2025+) best practices and official documentation.

Question 3

Where are the extracted skills stored?

Accepted Answer

Skills are saved as .mdc files within your project's .claude/rules/ or .claude/skills/ directory, making them part of your repository's version control.

Question 4

Can I manually trigger a session review?

Accepted Answer

Yes, you can use the /learn command at the end of any work session to prompt Claude to analyze the history and suggest valuable skills to extract.

Question 5

How do these skills help other developers?

Accepted Answer

Extracted skills act as living documentation that Claude uses to guide any developer working in the same codebase, effectively automating the sharing of tribal knowledge.

Autonomous Skill Learner

Key Features

Use Cases

Autonomous Skill Learner

Key Features

Use Cases