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  3. Continual Learning
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Microsoft

Continual Learning

Guide for implementing continual learning in AI coding agents — hooks, memory scoping, reflection patterns.

DevelopmentPublisher repository

What does it do?

Guide for implementing continual learning in AI coding agents — hooks, memory scoping, reflection patterns.

Read the publisher's original description

Guide for implementing continual learning in AI coding agents — hooks, memory scoping, reflection patterns. Use when setting up learning infrastructure for agents.

Read SKILL.md

Source information

Repository
microsoft/skills
Revision
9287b44
Source check
November 11, 2026
License
MIT
Content
1 files
File verification hash
SKILL.md / SHA-256c918bfc5a79fb08641f1a6ccb7529685b5ec438453edf96e96b4290871602a40

Know the source and the review scope.

This record comes from the publisher's repository. The skill and supporting files have not undergone a security audit. Review the contents and required permissions before installing.

Read the selection policy

Add to project

In your project folder's terminal
npx skills add 'https://github.com/microsoft/skills/tree/9287b443662d2433c85621c7325ee72a0ce499b5/.github/skills/continual-learning' -a claude-code

Requires Node.js 22.20 or later. The command targets the catalog's pinned revision.

  1. 1Run the command in your project folder.
  2. 2Confirm the skill and target in the CLI.
  3. 3Restart your agent and invoke the skill by name.

Other agents may require an external tool or adaptation.

Download repository ZIP

The ZIP includes the entire repository and its supporting files.

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