Is this skill restricted to Ruby on Rails?

While the requirement extraction logic is generic, the task breakdown strategy is specifically optimized for Rails conventions, including migrations, Active Record models, and services.

How does this skill detect user stories?

The skill uses pattern matching logic to identify specific linguistic triggers like 'As a', 'I want', and 'So that' to extract actors, features, and business value from your natural language input.

What is beads task integration?

Beads is a task tracking system included in the reactree-rails-dev workflow; this skill automatically generates shell commands to create epics and subtasks based on the requirements it extracts.

Does it support BDD (Behavior Driven Development)?

Yes, it specifically looks for 'Given/When/Then' keywords to formulate structured acceptance criteria that can be directly used for writing RSpec or Capybara tests.

Rails Requirements Engineering

Name: Rails Requirements Engineering
Author: Kaakati

byKaakati

•

Productivity & Workflow

Automates the translation of natural language prompts into structured user stories, BDD acceptance criteria, and actionable development tasks.

This skill streamlines the initial phase of development by transforming vague user requests into professional-grade documentation and structured project tasks. It uses intelligent pattern matching to extract actors, features, and benefits, while automatically generating a multi-layer technical task breakdown specific to Ruby on Rails architectures. By integrating with beads task tracking, it ensures every requirement is mapped to a trackable epic or subtask, fostering a systematic, quality-gated workflow for enterprise-grade Rails applications.

Key Features

01Automatic User Story extraction using As-a/I-want/So-that patterns

022 GitHub stars

03BDD-style acceptance criteria generation using Given/When/Then logic

04Deep integration with Beads for epic and subtask lifecycle management

05Intent classification and complexity scoring for smart project routing

06Automated technical task breakdown across Rails layers (DB, Models, Services, Controllers)

Use Cases

01Generating standardized acceptance criteria and RSpec test plans from user requirements

02Automatically populating a project management backlog with linked technical subtasks

03Converting a brief chat prompt into a detailed technical specification for a new feature

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add kaakati/rails-enterprise-dev requirements-engineering

For use in Claude.ai and ChatGPT

Download Skill