Does it integrate with design tools like Figma?

Yes, it analyzes Figma export materials and referenced design contexts to ensure the generated requirements accurately reflect the intended UI/UX.

Can it update existing requirement files?

Yes, if a requirement file already exists, the skill updates it in place while preserving useful prior content and ensuring all mandatory sections are present.

How is traceability handled?

The skill maintains explicit links between Scenario IDs (SCN-*) and Requirement IDs (REQ-*), ensuring every technical spec can be traced back to its business origin.

What documentation format does this skill use?

The skill generates structured Markdown files following a specific template that includes FR, NFR, Acceptance Criteria, and UI/API mapping, specifically localized in Traditional Chinese.

How does it ensure requirements are testable?

It enforces the use of the 'Given/When/Then' format for all Acceptance Criteria (AC) and requires that functional requirements be specific and measurable.

AI Scenario Requirements Writer

Name: AI Scenario Requirements Writer
Author: jjyung

byjjyung

0•

Content Management

Converts scenario documents and Figma design contexts into structured, testable requirement specifications with integrated traceability.

The Scenario Requirements Writer is designed to bridge the gap between initial product scenarios and technical implementation. By analyzing scenario markdown files and Figma export data, it generates comprehensive requirement documents (REQ) that include functional and non-functional requirements, Gherkin-style Acceptance Criteria (Given/When/Then), and business error-code mappings. This skill ensures that every requirement is testable, aligned with the UI design, and fully traceable back to its source scenario, making it an essential tool for maintaining documentation consistency in complex software projects.

Key Features

01Built-in traceability tracking with SCN-ID and REQ-ID cross-referencing.

020 GitHub stars

03Standardized Acceptance Criteria generation using Given/When/Then syntax.

04Comprehensive mapping between UI components, business logic, and API endpoints.

05Automated transformation of high-level scenarios into structured technical requirements.

06Seamless integration of Figma design contexts for UI-specific requirement alignment.

Use Cases

01Updating technical specifications to reflect changes in UI design or business logic.

02Generating developer-ready documentation from product manager scenario drafts.

03Creating a standardized error-code and API mapping for backend and frontend handovers.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jjyung/mini-library-console scenario-requirements-writer

For use in Claude.ai and ChatGPT

Key Features

01Built-in traceability tracking with SCN-ID and REQ-ID cross-referencing.

020 GitHub stars

03Standardized Acceptance Criteria generation using Given/When/Then syntax.

04Comprehensive mapping between UI components, business logic, and API endpoints.

05Automated transformation of high-level scenarios into structured technical requirements.

06Seamless integration of Figma design contexts for UI-specific requirement alignment.

Use Cases

01Updating technical specifications to reflect changes in UI design or business logic.

02Generating developer-ready documentation from product manager scenario drafts.

03Creating a standardized error-code and API mapping for backend and frontend handovers.