How do I save a new coding pattern using this skill?

You can use the /learn command during or after a development session to analyze recent activity and automatically save valuable patterns to your project's memory.

Where are the learned patterns stored?

Patterns are persisted locally in a hooks/memory-persistence/patterns.json file within your repository, ensuring your knowledge base stays with your code.

Can I remove a pattern that is no longer relevant?

Yes, you can use the /learn forget [pattern] command to prune specific entries from your knowledge base to keep recommendations accurate.

What kind of information does the Continuous Learning skill capture?

It captures successful code solutions, project-specific naming conventions, component structures, and individual user coding style preferences.

Does this work across different Claude sessions?

Yes, it is specifically designed for persistent memory, allowing Claude to retrieve and apply learned patterns in future sessions on the same repository.

Continuous Learning

Name: Continuous Learning
Author: Mark393295827

byMark393295827

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Productivity & Workflow

Captures and persists development patterns and project-specific solutions across coding sessions to improve future AI suggestions.

The Continuous Learning skill empowers Claude to evolve alongside your project by automatically extracting successful bug fixes, performance optimizations, and coding conventions. By building a persistent knowledge base in a standardized JSON format, it ensures that previous breakthroughs and preferred styles are remembered, reducing repetitive feedback and accelerating future development tasks through the /learn command interface. This skill is essential for developers who want their AI assistant to maintain deep context and project-specific intelligence over the long term.

Key Features

01Persistent storage of project-specific conventions and preferences

02Automated pattern extraction from active development sessions

031 GitHub stars

04Management of learned patterns via the /learn command suite

05Capture of successful bug fixes and performance optimizations

06JSON-based memory for reliable cross-session knowledge retention

Use Cases

01Maintaining consistent file structures and component patterns across a large enterprise codebase

02Building a repository of specific bug fixes to prevent recurring issues in similar modules

03Onboarding project-specific preferences for styling and state management without manual documentation

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add mark393295827/house-maint-ai continuous-learning

For use in Claude.ai and ChatGPT

Download Skill