Can I use this for non-technical workflows?

Yes, while designed for developers, it can generate specs for any domain by analyzing core workflows, file types, and common pain points provided in the input.

What kind of output should I expect?

You will receive a structured Markdown report featuring an overview, a coverage map of how skills relate, and detailed individual spec blocks for each proposed skill.

What is a Claude Code skill specification?

A skill specification is a structured blueprint that defines a skill's purpose, the specific prompts that trigger it, and the technical components required to build it.

How does the generator handle overlapping skills?

It identifies skill boundaries during the analysis phase, ensuring each spec has a single responsibility and unique triggers to avoid selection confusion.

Skill Specification Generator

Name: Skill Specification Generator
Author: OhadRubin

byOhadRubin

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Developer Tools

Generates structured, implementation-ready skill specifications to help independent creators build and scale modular Claude Code capabilities.

The Skill Specification Generator is a meta-utility designed to bridge the gap between abstract automation ideas and concrete development tasks. It analyzes domains, workflows, and pain points to brainstorm and define modular skills that function independently yet work together seamlessly. By outputting self-contained specifications—including triggers, rationale, and component breakdowns—it enables developers to implement complex toolsets with consistent granularity and clear operational boundaries.

Key Features

01Automated domain and workflow analysis to identify capability gaps

02Tailors output detail based on request type from ideation to implementation

03Provides list-level context to map relationships between multiple skills

04Defines clear skill boundaries to prevent overlapping functionality

051 GitHub stars

06Generates standardized specs with triggers, components, and complexity levels

Use Cases

01Mapping out a comprehensive suite of automation tools for a new technical domain

02Breaking down a complex manual workflow into smaller, implementable AI skills

03Standardizing documentation for a decentralized team of skill creators

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add ohadrubin/skills skill-spec-generator

For use in Claude.ai and ChatGPT

Download Skill