dcode:mine-patterns

Analyze work sessions to identify repeatable workflows for automation.

Updated Jan 19, 2026
One-click install
npx skills add https://github.com/madebynoam/dcode --skill dcode-mine-patterns
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: dcode:mine-patterns
Source: https://github.com/madebynoam/dcode/tree/main/skills/mine-patterns
Command: npx skills add https://github.com/madebynoam/dcode --skill dcode-mine-patterns

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps designers and developers identify and capture repeatable, multi-step workflows from their work sessions, turning them into reusable skills or commands to improve productivity and reduce tedious tasks.

Core Features & Use Cases

  • Workflow Identification: Analyzes session activities to pinpoint tasks that are repeatable, multi-step, generalizable, time-saving, or knowledge-heavy.
  • Skill Candidate Suggestion: Provides a structured format for documenting potential new skills, including problem solved, trigger, automated steps, value, and complexity.
  • Use Case: After a design session where you repeatedly adjusted spacing and colors on several components using a specific process, you can use this skill to analyze those actions and suggest a new skill to automate that design system compliance check.

Quick Start

Use the dcode:mine-patterns skill to analyze your recent work session and suggest potential new skills.

Frequently Asked Questions about dcode:mine-patterns

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

FAQPage Schema
How do I capture repeatable workflows into reusable automation assets?

Pattern mining analyzes your session activities to pinpoint repeatable, multi-step workflows that are generalizable and time-saving. It identifies knowledge-heavy tasks suitable for conversion into automated commands or skills.

How do I identify generalizable tasks from a recent work session for skill generation?

To identify generalizable tasks, analyze your session activities to pinpoint repeatable, multi-step, or knowledge-heavy actions. The tool structures these into potential skills by documenting the problem, trigger, automated steps, value, and complexity.

Can I use pattern mining to automate design system compliance checks?

Yes, you can use pattern mining to automate design system compliance checks. By analyzing a session where you adjusted spacing and colors, it suggests a new skill to automate that specific multi-step design verification process.

What structured format is used to suggest potential new skills from workflow automation?

Potential new skills are suggested using a structured format that documents the problem solved, trigger, automated steps, value, and complexity. This structure facilitates creating reusable automation assets for developers and designers.

Does workflow automation work for both developers and designers?

Workflow automation works for both developers and designers by capturing repeatable workflows from their respective work sessions. It turns multi-step, knowledge-heavy tasks into reusable skills to improve productivity and reduce tedious activities.