Does it integrate with Git?

Yes, the skill automatically runs scripts to create new feature branches and organized directories within the Relentless framework's feature folder.

What is the Specify skill for Claude Code?

The Specify skill is a specialized capability for Claude Code that takes natural language descriptions and generates structured technical specifications, including test cases and project folder structures.

What are routing preferences in this context?

Routing preferences allow you to specify the performance tier (free, cheap, good, or genius) for the AI agents that will eventually implement the feature defined in the spec.

How does this skill support Test-Driven Development (TDD)?

It mandates that every user story include acceptance criteria in Given/When/Then format, ensuring all requirements are verifiable with tests before implementation begins.

Feature Specification Generator

Name: Feature Specification Generator
Author: ArvorCo

byArvorCo

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Productivity & Workflow

Transforms natural language descriptions into rigorous, TDD-ready technical specifications and automated project structures.

The specify skill is the foundational first step in the Relentless AI agent workflow, designed to bridge the gap between initial ideation and technical implementation. It automatically converts high-level feature requests into comprehensive markdown specifications that include mandatory Given/When/Then acceptance criteria for Test-Driven Development. Beyond documentation, the skill handles environment initialization by creating dedicated git branches and directory structures, while also establishing AI routing preferences to balance cost and performance throughout the development lifecycle.

Key Features

01TDD-ready specification generation with Given/When/Then scenarios

02Quality validation check for requirement testability

03AI routing preference configuration (free/cheap/good/genius)

04Standardized template enforcement for functional requirements

05Automated git branch and feature directory initialization

0675 GitHub stars

Use Cases

01Converting business requirements into verifiable technical acceptance criteria

02Automating the boilerplate setup of feature-specific branches and documentation

03Initializing a new feature development cycle from a simple prompt

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add arvorco/relentless specify

For use in Claude.ai and ChatGPT

Download Skill