skill-extractor

Detect recurring dialogue patterns and generate standardized SKILL.md definitions.

2|Updated Feb 12, 2026

Search Tags:#automation #template #conversational-ai #skill-generation #pattern-recognition #skill-extractor

Ready to run

npx skills add https://github.com/hiyenwong/ai_collection --skill skill-extractor-hiyenwong

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: skill-extractor
Source: https://github.com/hiyenwong/ai_collection/tree/main/collection/skills/skill-extractor
Command: npx skills add https://github.com/hiyenwong/ai_collection --skill skill-extractor-hiyenwong

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This meta-skill helps identify recurring dialogue patterns in conversations and converts them into standardized SKILL.md definitions, accelerating reusable-skill creation.

Core Features & Use Cases

Automatic pattern detection: scans dialogue for repeated task sequences and domain-specific workflows.
Manual refinement: allows human review before committing a new SKILL.md.
Template generation: outputs a ready-to-use SKILL.md structure with frontmatter and content that follows project conventions.

Quick Start

Provide a conversation example that reveals a repeatable skill pattern and prompt the extractor to generate a new SKILL.md from it.

Frequently Asked Questions about skill-extractor

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

FAQPage Schema

How do I turn repeated chat conversations into reusable automation templates?▼

To turn chat conversations into reusable automation templates, provide a dialogue example with a repeatable task pattern. The extractor scans for recurring multi-step workflows and generates a standardized SKILL.md definition with frontmatter, activation keywords, and step-by-step instructions.

What is a SKILL.md definition and how does it standardize conversational AI workflows?▼

A SKILL.md definition is a standardized template that standardizes conversational AI workflows by capturing recurring dialogue patterns. It includes frontmatter with a name and description, activation keywords, tools used, and step-by-step instructions to enable automatic skill suggestion and creation.

Can I manually review and refine a generated skill template before saving it?▼

Yes, you can manually review and refine a generated skill template before saving it. The extractor allows human review of the standardized SKILL.md structure, ensuring the frontmatter, activation keywords, and step-by-step instructions accurately reflect the domain-specific workflow before committing.

Does the skill extractor work with multi-step workflows and domain-specific knowledge?▼

Yes, the skill extractor works with multi-step workflows and domain-specific knowledge. It applies pattern recognition to conversations with repeated task sequences, converting the identified domain-specific logic into a ready-to-use SKILL.md template that follows project conventions.

What's the best way to generate a SKILL.md file from an existing conversation?▼

The best way to generate a SKILL.md file from an existing conversation is to provide a dialogue example that reveals a repeatable skill pattern. The extractor identifies the recurring sequence and outputs a ready-to-use SKILL.md structure with required frontmatter and descriptive content.