Is this skill available in other languages?

Yes, this specific version is localized for Traditional Chinese (zh-TW), but it is part of a universal standards repository that includes English support.

What is Forward Derivation in this context?

Forward Derivation is the systematic process of generating downstream development artifacts, like test cases and code skeletons, directly from upstream design specifications.

What is the benefit of the 1:1 mapping rule?

It ensures that every single Acceptance Criterion (AC) in your specification has exactly one corresponding test, preventing gaps in requirement coverage.

How does the skill handle AI hallucinations?

The skill follows strict 'No Invention' rules, meaning it is prohibited from adding any scenarios or logic that do not explicitly exist within the provided source specification.

Which testing frameworks does this skill support?

It generates language-agnostic BDD (.feature) files, TDD skeletons (test files), and ATDD Markdown tables that can be adapted to most modern testing frameworks.

Forward Spec Derivation

Name: Forward Spec Derivation
Author: AsiaOstrich

byAsiaOstrich

•

安全与测试

Generates BDD scenarios, TDD skeletons, and ATDD tables from software design specifications to ensure development traceability.

This skill automates the transition from requirements to implementation by deriving structured testing artifacts—including BDD scenarios (.feature), TDD skeletons (.test.*), and ATDD tables—directly from approved Software Design Documents (SDD). It enforces strict architectural integrity through anti-hallucination rules, ensuring a 1:1 mapping between acceptance criteria and generated tests. By maintaining bi-directional traceability, it helps development teams ensure that every requirement is accounted for in the testing suite without inventing out-of-spec scenarios.

主要功能

01Support for multiple output formats including Gherkin and Markdown

02Automated BDD/TDD/ATDD artifact generation from SDD specs

03Built-in traceability referencing Spec and AC identifiers

0440 GitHub stars

05Anti-hallucination rules to prevent fabrication of unauthorized features

06Strict 1:1 mapping between Acceptance Criteria and test scenarios

使用场景

01Creating Gherkin-style BDD scenarios for automated acceptance testing

02Converting Software Design Documents into actionable unit test skeletons

03Generating ATDD verification tables to ensure stakeholder requirement fulfillment

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add asiaostrich/universal-dev-standards forward-derivation

For use in Claude.ai and ChatGPT

Download Skill