pattern-extractor

Detect recurring patterns and generate reusable skills from iteration logs.

Updated Mar 20, 2026
One-click install
npx skills add https://github.com/dynamic-dome/agentic-os --skill pattern-extractor-dynamic-dome
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: pattern-extractor
Source: https://github.com/dynamic-dome/agentic-os/tree/main/skills/pattern-extractor
Command: npx skills add https://github.com/dynamic-dome/agentic-os --skill pattern-extractor-dynamic-dome

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the detection of recurring patterns, anti-patterns, and best practices from iteration history and error logs, and generates reusable skills from confirmed candidates.

Core Features & Use Cases

  • Pattern Detection: Analyzes iteration history and error logs to extract patterns.
  • Skill Generation: Converts confirmed patterns into reusable skills.
  • Use Case: Run the pattern-extractor Skill every 5 iterations or at session end to automatically update your pattern catalog and skill set.

Quick Start

Run the pattern-extractor Skill to analyze patterns in your project's iteration history.

Frequently Asked Questions about pattern-extractor

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I detect recurring patterns and anti-patterns from iteration history?

You can detect recurring patterns and anti-patterns from iteration history by running the pattern-extractor to analyze project iteration logs and error records, automatically extracting confirmed patterns for code improvement.

Can I generate reusable skills automatically from error logs?

Yes, you can generate reusable skills from error logs by analyzing iteration history to extract confirmed best practices, which are then automatically converted into reusable skill candidates.

How often should I run pattern detection on my iteration logs?

You should run pattern detection on your iteration logs every 5 iterations or at session end to automatically update your pattern catalog and skill set with the latest recurring practices.

What input data do I need for automated pattern extraction?

Automated pattern extraction requires access to your project's iteration logs and error records to analyze recurring patterns, anti-patterns, and best practices for skill generation.

Does pattern extraction work without external dependencies?

Yes, pattern extraction works without external dependencies, requiring only your project's iteration logs and error records to analyze iteration history and generate reusable skills.

What is the difference between pattern detection and skill generation?

Pattern detection analyzes iteration history and error logs to extract recurring patterns, while skill generation converts those confirmed patterns into reusable skills for future code improvement.