skill_builder

Translate natural language specifications into validated skill DSL files.

7|Updated May 6, 2026
One-click install
npx skills add https://github.com/tya5/reyn --skill skill-builder-tya5
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skill_builder
Source: https://github.com/tya5/reyn/tree/main/src/reyn/stdlib/skills/skill_builder
Command: npx skills add https://github.com/tya5/reyn --skill skill-builder-tya5

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

Skill developers often spend extensive time manually designing, coding, and validating new skills; this tool automates the entire process from plan generation to verification, streamlining skill deployment.

Core Features & Use Cases

  • Automated Skill Generation: Converts natural language descriptions into complete skill DSL files with structured phases and artifacts.
  • Validation & Verification: Runs built-in linting to ensure correctness and adherence to design principles, catching errors early.
  • Use Case: Quickly prototype a data analysis skill from a simple description, automatically generating all necessary phases, schemas, and verification steps for deployment.

Quick Start

Describe your desired skill in natural language, and this tool will generate and validate the complete skill structure for immediate use.

Frequently Asked Questions about skill_builder

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

FAQPage Schema
How do I automate skill development from a natural language description?

Automating skill development involves translating natural language specifications into validated skill DSL files. This process automatically generates structured phases, artifacts, and transition graphs, reducing manual coding errors and saving developer time.

What is the best way to generate a complete skill DSL file with phases and artifacts?

Generating a skill DSL file is best done by providing a natural language description of your desired workflow. The system then translates this input into a complete structure encompassing phases, schemas, and transition graphs for immediate deployment.

Can I automatically validate skill DSL files for correctness before deployment?

Yes, you can validate skill DSL files automatically. Built-in linting checks ensure correctness and adherence to design principles, catching structural errors early in the development cycle before the skill is deployed.

How do I quickly prototype a data analysis skill from a simple description?

To quickly prototype a data analysis skill, describe your requirements in natural language. The tool generates all necessary phases, schemas, and verification steps automatically, allowing for rapid prototyping and immediate use.

Does skill automation require manual coding of transition graphs and schemas?

Skill automation does not require manual coding of transition graphs and schemas. By inputting natural language specifications, the system automatically generates these structural components and validates them.

When should I use automated skill generation instead of manual coding?

You should use automated skill generation when you need to rapidly prototype or deploy workflows and want to reduce manual design errors. It streamlines the creation of complex DSL files, saving extensive development time compared to manual coding.